DOI: 10.7280/d1wh6t
title: Data from: physiological and emotional assessment of college students using wearable and mobile devices during the 2020 COVID-19 lockdown: an intensive, longitudinal dataset

description: This dataset was collected from university students before, during, and
 after the COVID-19 lockdown in Southern California. Data collection
 happened continuously for the average of 7.8 months (SD=3.8, MIN=1.0,
 MAX=13.4) from a population of 21 students of which 12 have also completed
 an exit survey, and 7 started before the California COVID-19 lockdown
 order. This multimodal dataset included different means of data collection
 such as Samsung Galaxy Watch, Oura Ring, a Life-logger app named
 Personicle, a questionnaire mobile app named Personicle Questions, and
 periodical and personalised surveys. The dataset contains raw data from
 Photoplethysmogram (PPG), Inertial measurement unit (IMU), and pressure
 sensors in addition to processed data on heart rate, heart rate
 variability, sleep (bedtime, sleep stages, quality), and physical activity
 (step, active calories, type of activity). Ecological momentary
 assessments were collected from participants on daily and weekly bases
 containing their Positive and Negative Affect Schedule (PANAS)
 questionnaire and their emotional responses to COVID-19 and their health.
 Subjective data was also collected through monthly surveys containing
 standard mood and mental health surveys such as Beck Depression Inventory
 II (BDI-II), Brief Symptom Inventory (BSI), GAD-7, Inclusion of Other in
 the Self Scale (IOS-Partner), Acceptability of Intervention Measure (AIM),
 Intervention Appropriateness Measure (IAM), Feasibility of Intervention
 Measure (FIM), Experiences in Close Relationships Scale Short Form
 (ECR-S), UCLA Three-Item Loneliness Scale (ULS), Multidimensional Scale of
 Perceived Social Support (MSPSS), Investment Model Scale (IMS), Conflict
 Management Scale (CMS), etc in addition to their response to important
 events and COVID-19. This dataset can be used to study emotions, mood,
 physical activity, and lifestyle of young adults through longitudinal
 subjective and objective measures. This dataset also contains valuable
 data regarding adjustment of lifestyle and emotions during the events of
 2020 and 2021 including COVID-19 discovery and lockdown, Black Life Matter
 movement, 2020 US presidential elections, etc.
description: Experiment Design and Setup This study was designed to create a longitudinal
 dataset of physiological and emotional assessments for emerging adults.
 This dataset can be used for studying affect and correlations of mental
 health, affect, physiology, sleep, and activity of emerging
 adults.  However, as COVID-19
 pandemic and lockdown started during the study, the purpose of this study
 was shifted toward studying the effects of the lockdown on
 participants' life and mental health. To adapt to the new conditions,
 the study design, recruitment materials, and questionnaires were updated
 as the study was ongoing. This
 study collected objective ubiquitous data from wearable devices and
 life-logger apps and combined them with subjective ecological momentary
 assessments (EMAs) and surveys to create a spectrum of physiological and
 mental profile for each participant over time. To achieve this objective,
 this study was required to collect different modalities of data. First,
 the participants needed to be objectively monitored for their sleep and
 activity. While many wearable devices can provide accurate measurements on
 sleep and activity, collecting raw data can be useful in extracting
 additional features and creating opportunities for future research.
 Second, the participants' mood and mental state needed to be
 monitored by subjectively asking them about their mood and mental
 state.  In order to collect this
 dataset, it was necessary to build an Internet platform that can
 ubiquitously monitor the participants over time, and provide tools for the
 study coordinator to monitor the progress and data collection remotely. To
 this end, ZotCare [5] was utilised. ZotCare is an online mHealth service
 that can be used to collect, store, and analyse the data on different
 levels of technology stack. Services used in this study include the
 collection service for collecting objective data from participants'
 wearable devices and collecting subjective EMAs through mobile app. The
 collected data then was processed by ZotCare’s cloud server and stored in
 a database. Besides that, ZotCare’s dashboard was utilised in this study
 to monitor the collected data and ensure participants' collaboration
 in data collection.  To collect the
 subjective EMAs, ZotCare’s frontend app was customised in this study and
 was published as Personicle Questions in Google Play. In this application
 participants would answer daily EMA questionnaires and weekly ones. Both
 EMAs contain questionnaires that focus on participants’ emotions and their
 worries about their health in regards to COVID-19. The weekly EMAs
 additionally contains participants’ written responses about the highs and
 lows of the previous week. The emotion questions stem from an established
 measurement, the Positive and Negative Affect Scale (PANAS) [6], while
 others are brief self-developed, single-item questions that help get an
 understanding of participants’ overall emotions and worries as a result of
 the largely-impactful event at the time, the COVID-19 pandemic.  The
 participants could answer the daily questionnaire from 7:50 PM to 3:00 AM
 PST time. Every participant was notified at 8PM every night to respond to
 this questionnaire. If the participant did not respond to the EMA, two
 follow up reminders would be sent to them at 10PM and 11:59 PM. The weekly
 EMA was open for participants from 7:50 AM to 8 PM PST time every Sunday
 with the first reminder at 8 AM and two follow up reminders at 10 AM and
 noon in case they failed to respond to the EMA before the
 reminder. In order to collect raw
 objective data of the study, ZotCare Tizen wearable app was used to
 collect the data directly from the participant’s watch. This app was set
 to collect raw data from sensors such as ppg, accelerometer, gyroscope
 with frequency of 20Hz, and pressure with frequency of 10Hz every 2 hours
 for 12 minutes. Besides the raw sensors, the samsung watch also collected
 data for pedometer and awake times. The pedometer data is supposed to
 contain step counts and more details of the participants' stepping
 pace. The frequency of pedometer data is random since it depends on the
 frequency of the steps taken and its detection by the watch. The awake
 times data shows the times that the watch detects that the participant is
 awake.  In this experiment, Oura
 ring was used to monitor participants' activity and sleep. Oura is
 one of the most accurate commercially available wearable devices for sleep
 monitoring and its battery life is higher than smartwatches. The data
 collected by Oura is stored in Oura’s servers. ZotCare can use Open
 Authentication to collect these data from Oura and make them available to
 researchers on daily bases. The
 Personicle Android mobile application was used to collect
 participants' data, which collected and processed the Google
 location, Google place, mobile device-specific measures like Calendar, and
 Ambient Light to identify points of interest and predict the activities
 performed by the user on a daily basis. Datapoints Personicle, as a mobile
 application, collected the phone data and sent it to the server for
 further processing, which, in turn, created the following data points:
 <strong>Lifelog</strong>: This was the raw data collected on
 every 5-minute interval from the phone. <strong>Point of
 interest</strong> (POI): This was the derived location/place of a
 user based on the state of the user (still/motion), Google location, and
 place API. Home and Work locations were also set as POI after collecting
 the data for 2 days from the date of app installation.
 <strong>Segment</strong>: Segments, in general, were the
 aggregated/filtered results from lifelog and POI between the occurrences
 of events. Changes in the state (still/motion) of a person or events like
 shopping or sleep were considered as events. We are providing access to
 Segments in this dataset. The last
 data collection modality was subjective assessments. These assessments
 were collected upon participant’s enrollment, their exit, and every month
 of their participation in the study. Also another assessment was collected
 from participants about the events that have happened during their
 enrollment in the study and their effect on their mental state and
 emotions.These assessments were developed using Qualtrics software. Each
 assessment was a combination of different standard and self-developed
 questionnaires that is represented in the following table.
 
 
 <strong>Measure</strong>
 <strong>Description</strong>
 <strong>Source</strong>
 Technology Acceptance Model Measurement
 (Modified) Modified to assess a user’s acceptance of the
 Personicle application/device. The constructs include perceived ease of
 use, perceived usefulness, attitude,  behavioural intention,
 self-efficacy, subjective norm, and system accessibility.  
 Park, S. Y. (2009). An
 analysis of the technology acceptance model in understanding university
 students' behavioural
 intention to use e-Learning. <em>Educational Technology &
 Society</em>, 12 (3), 150–162. 
 Acceptability of
 Intervention Measure (AIM-Modified), Intervention Appropriateness Measure
 (IAM- Modified), and Feasibility of
 Intervention Measure (FIM-Modified) Assesses the implementation outcomes of the Personicle devices and application
 in terms of acceptability, appropriateness and feasibility. 
 Weiner, B. J., Lewis,
 C. C., Stanick, C., Powell, B. J., Dorsey, C. N., Clary, A. S., ...
 & Halko, H. (2017). Psychometric assessment of three newly developed
 implementation outcome measures.
 <em>Implementation Science</em>, 12(1), 108.
 Beck Depression Inventory II (BDI-II)
 Assesses an
 individual’s depression severity ranging from mild to  severe.  
 Beck, A. T., Steer, R.
 A., & Brown, G. K. (1996). Beck depression inventory manual (2nd
 ed.). New York, NY: The Psychological Corporation. 
 Positive
 and Negative Affect Schedule (PANAS-SF) 
 Measures an individual’s positive and
 negative emotions.   Watson, D., Clark, L. A., & Tellegen, A.
 (1988). Development and validation of brief measures of positive  and
 negative affect: the PANAS scales. <em>Journal of personality and
 social psychology</em>, 54(6), 1063.  
 Brief
 Symptom Inventory (BSI) Evaluates current or past level of symptomatology,
 intensity of symptoms,  and number of reported symptoms. The questionnaire
 covers nine dimensions of symptoms including  somatization,
 obsession-compulsion, interpersonal sensitivity, depression, anxiety,
 hostility, phobic anxiety,  paranoia, and psychosis. 
 Derogatis, L. R.,
 & Fitzpatrick, M. (2004). The SCL-90-R, the Brief Symptom
 Inventory (BSI), and the BSI 18. In M. E. Maruish (Ed.), <em>The use
 of psychological testing for treatment planning and outcomes  assessment:
 Instruments for adults</em> (pp. 1-41). Mahwah, NJ, US: Lawrence
 Erlbaum Associates Publishers.  
 Experiences in Close
 Relationships Scale Short Form (ECR-S) 
 Assesses attachment avoidance and  attachment
 anxiety.   Brennan, K., Clark, C., & Shaver, P. R.
 (1998). Self-report measurement of adult attachment: An integrative 
 overview. In J. A. Simpson (Ed.), Attachment theory and close
 relationships (pp. 46–76). New York:  Guilford Press. 
 UCLA Three-Item Loneliness Scale (ULS)
 Assesses
 loneliness.  Hughes, M. E., Waite, L. J., Hawkley, L. C.,
 & Cacioppo, J. T. (2004). A short scale for measuring loneliness 
 in large surveys: Results From two population-based studies.<em>
 Research on going</em>, 26(6), 655-672.  
 Multidimensional Scale of Perceived Social Support
 (MSPSS) Assesses social support from family, friends, and 
 significant other.   Zimet, G.D., Dahlem, N.W., Zimet, S.G. &
 Farley, G.K. (1988). The multidimensional scale of perceived  social
 support. <em>Journal of Personality Assessment</em>, 52,
 30-41.  Investment Model Scale (IMS) 
 Measures four constructs
 (commitment level, satisfaction level, quality of  alternatives, an
 investment size).   Rusbult, C. E., Martz, J. M., & Agnew, C.
 R. (1998). The Investment Model Scale: Measuring commitment  level,
 satisfaction level, quality of alternatives, and investment size.
 <em>Personal Relationships</em>, 5(4), 357-391. 
 Inclusion of Other in the Self Scale
 (IOS-Partner) Measures how close the respondent feels with
 another person (romantic partner).   
 Aron, A., Aron E. N., & Smollan, D.
 (1992). Inclusion of other in the self scale and the structure of 
 interpersonal closeness. <em>Journal of Personality and Social
 Psychology</em>, 63, 596-612.   
 Conflict Management
 Scale (CMS) Assesses conflict management in romantic
 relationships. Mannarini, S., Balottin, L., Munari, C., &
 Gatta, M. (2017). Assessing conflict management in the couple: The 
 definition of a latent dimension. <em>The Family Journal</em>,
 25(1), 13–22.  
 GAD-7 A brief scale that is used to help identify cases
 of Generalized Anxiety Disorder.  Spitzer, R. L., Kroenke, K., Williams, J. B.,
 & Löwe, B. (2006). A brief measure for assessing generalized
 anxiety disorder: the GAD-7. <em>Archives of internal
 medicine</em>, 166(10), 1092-1097. 
 Social
 Isolation Assesses social isolation in relation to the
 COVID-19 pandemic.  <em>Manuscript in
 progress</em> 
 Racial Profiling/Bias 
 Measures how the
 respondent interprets interactions with others based on race after the
 COVID-19 pandemic.  <em>Manuscript in
 progress</em> 
 Health Exposure
 Measures the degree of
 exposure to the coronavirus. <em>Manuscript in
 progress</em> 
 Health Mindset
 Measures an
 individual’s opinion on the effect size of changes in one’s physical
 health.  <em>Manuscript in
 progress</em> 
 Health Behavioral Changes
 & Health Impact Assesses behavioral changes relating to health in
 conjunction to the COVID-19 pandemic.  
 <em>Manuscript in
 progress</em> 
 Health Anxiety
 Measures how stressed
 and/or anxious an individual is over their health regarding the COVID-19
 pandemic.  <em>Manuscript in
 progress</em> 
 Health Perceived Control
 Measures an
 individual’s perceived control over their health in relation to the
 COVID-19 pandemic.  <em>Manuscript in
 progress</em> 
 Health Perceived Threat
 Assesses the degree
 that the respondent believes the Coronavirus has or will impact their
 health.   <em>Manuscript in
 progress</em> 
 Belief in Conspiracy
 Theories A
 brief scale assessing an individual’s belief in conspiracy theories in
 relation to the COVID-19 pandemic.  <em>Manuscript in
 progress</em> 
 Political Orientation
 A single question
 assessing the degree of political orientation from liberal to
 conservative.  <em>Manuscript in
 progress</em> 
 Emotion Regulation
 Measures how
 respondents manage emotions in relation to the COVID-19 pandemic and the
 events surrounding it.  <em>Manuscript in
 progress</em> 
 Brief COPE 
 Measures efforts of managing
 stressful events in relation to the COVID-19 pandemic. 
 Carver, C. S. (1997).
 You want to measure coping but your protocol’too long: Consider the brief
 cope. <em>International journal of behavioral medicine</em>,
 4(1), 92-100. 
 Recruitment and
 Enrollment Participants were
 recruited through UCI faculty and through posted flyers around UCI campus.
 Participants were between the ages of 18-22, were able to fluently speak
 and write in English, used an Android operating system of 6.0 or higher on
 their primary phone (to be compatible with wearable devices), was not a
 parent, was not married, did not come back to school after more than three
 years, and was not diagnosed with or met criterias for depression. These
 criterias were screened for via a phone call after participants expressed
 interest in participating via email.  If interested participants were eligible to
 participate, they were then scheduled for an enrollment session.
 Participants visited Dr. Borelli’s THRIVE lab to complete the
 pre-assessment. During this enrollment session, participants completed a
 battery in which they were asked specific questions that re-confirmed
 eligibility for the study. Additionally, we collected select demographic
 information from them (i.e., age, year in school, gender, ethnicity). The
 research assistant provided information about the study and reviewed the
 consent form. Once the participant consented, the participant then
 completed psychological assessments (e.g., BDI-II, PANAS, BSI). If during
 the pre-assessment, the participant happened to score high on the BDI-II
 (i.e., a score that indicates moderate depression) or if the participant
 indicated suicidality, the PI, Dr. Borelli who is a liscensed clinical
 psychologist, contacted the participant to perform additional
 psychological assessments on suicide, depression, and social support
 screening before deciding if the participant can continue in the study or
 should be withdrawn. In case the participant needed additional assistance,
 health referrals and resources were provided to them and they were
 compensated in a prorated way. If
 the participants were selected for the study, they had to go through an
 enrollment session. During the enrollment session, the research team
 helped set up the wearable smartwatch and smartring, download all
 necessary applications onto the participants’ phone (Personicle, 
 Personicle Questions, Oura, Galaxy Wearable), and review device care and
 study expectations. After the session, participants would then receive an
 email with $30 of compensation in the form of an Amazon
 gift-code.   The majority of the
 participants were recruited during the COVID-19 pandemic. To address the
 social distancing orders, we modified our procedures so that the
 enrollment process could be completed 100% remotely. Participants would be
 asked to measure their ring at home (this was done using a measuring tape)
 to get an estimation of their ring size for the Oura ring. Participants
 were then mailed a shipping package, which contained the monitoring
 devices (watch and Oura ring). In this package, they were also given a
 prepaid postage stamp and an  address label for them to use when returning
 their devices. Participants were given instructions for how to use the
 devices during a remote pre-assessment visit with a research member, which
 was accomplished via Zoom. During this remote session, the research team
 would guide the participants through the same procedures as an in-person
 visit and participants were compensated the same amount after the
 session.  Data Collection
 Participation was originally set for 3
 months, but participants had the option to continue for an additional 3
 months afterwards, up to 3 more times for a maximum of 12 months of total
 participation. Participants completed a followup assessment at the end of
 the initial 3-month study period, and completed additional follow ups
 after each 3-month period if they opted in. Our research team would
 monitor for incoming data daily and would send reminders to participants
 to complete surveys if 2-3 were incomplete in a row. If watch or ring data
 was not submitted regularly, our research team would email the participant
 a reminder to wear the device and would follow-up with troubleshooting
 methods if necessary. Participants were compensated $15 per week via email
 in the form of an Amazon gift-code.  Exit At the
 end of the 12 week period, participants were emailed a Qualtrics link with
 their ID# for them to complete their exit assessment which took
 approximately 30 minutes. The exit assessment consisted of the same
 questions as the baseline assessment in addition to event-mining questions
 that asked participants to rate how large events impacted their life
 (i.e.,the impact of the first COVID-19 vaccine rollout). Participants were
 then given instructions to delete all the phone applications that were
 downloaded during the start of the study (Personicle,  Personicle
 Questions, Oura, Galaxy Wearable).  All participants who were enrolled in the study
 between January 2020 and March 2020 were invited to an extension of the
 current study. At the end of the initial 12-week period, participants
 completed their exit survey (30 minutes). After completion of the survey,
 the research coordinator would then review the participant’s scores on the
 BDI-II and follow the same protocol for screening and professional
 assistance as during the enrollment session. Participants were then given
 the opportunity to electronically sign a new consent form that asked them
 to consent to be involved in a continuation of the study (this occurred
 via DocuSign). If participants agreed to participate in the study
 continuation, they then continued wearing the devices and completing the
 surveys for an extended period of 8 weeks. These 8 weeks would have the
 same on-going data collection, daily surveys, and weekly surveys. At the
 end of the extended 8 weeks, participants were provided with a Qualtrics
 link for their second and final exit survey. Participants were then given
 instructions to delete all the phone applications that were downloaded
 during the start of the study (Personicle, Personicle Questions, Oura,
 Galaxy Wearable) and how to delete the watch’s MAC address off of their
 OIT account. They were then asked to return the devices and chargers by
 using the packaging,  postage stamp, and address label that was provided
 to them when they first received the devices. Participants were then
 compensated $50 via email in the form of Amazon gift-codes. Participants
 who decide to continue participation into the study’s extension would
 receive an additional $50 after the second exit assessment was
 completed. 
description: # Physiological and emotional assessment of college students using
 wearable and mobile devices during the 2020 COVID-19 lockdown: An
 intensive, longitudinal dataset --- This dataset was collected from
 university students before, during, and after the COVID-19 lockdown in
 Southern California. Data collection happened continuously for the average
 of 7.8 months (SD=3.8, MIN=1.0, MAX=13.4) from a population of 21 students
 of which 12 have also completed an exit survey, and 7 started before the
 California COVID-19 lockdown order. This multimodal dataset included
 different means of data collection such as Samsung Galaxy Watch, Oura
 Ring, a Life-logger app named Personicle, a questionnaire mobile app named
 Personicle Questions, and periodical and personalised surveys. The dataset
 contains raw data from Photoplethysmogram (PPG), Inertial measurement unit
 (IMU), and pressure sensors in addition to processed data on heart rate,
 heart rate variability, sleep (bedtime, sleep stages, quality), and
 physical activity (step, active calories, type of activity). Ecological
 momentary assessments were collected from participants on daily and weekly
 bases containing their Positive and Negative Affect Schedule (PANAS)
 questionnaire and their emotional responses to COVID-19 and their health.
 Subjective data was also collected through monthly surveys containing
 standard mood and mental health surveys such as Beck Depression Inventory
 II (BDI-II), Brief Symptom Inventory (BSI), GAD-7, Inclusion of Other in
 the Self Scale (IOS-Partner), Acceptability of Intervention Measure (AIM),
 Intervention Appropriateness Measure (IAM), Feasibility of Intervention
 Measure (FIM), Experiences in Close Relationships Scale Short Form
 (ECR-S), UCLA Three-Item Loneliness Scale (ULS), Multidimensional Scale of
 Perceived Social Support (MSPSS), Investment Model Scale (IMS), Conflict
 Management Scale (CMS), etc in addition to their response to important
 events and COVID-19. This dataset can be used to study emotions, mood,
 physical activity, and lifestyle of young adults through longitudinal
 subjective and objective measures. This dataset also contains valuable
 data regarding adjustment of lifestyle and emotions during the events of
 2020 and 2021 including COVID-19 discovery and lockdown, Black Life Matter
 movement, 2020 US presidential elections, etc. ## Description of the data
 and file structure The dataset is in a zipfile format with the name
 "ifh_affect.zip". This zipfile contains all the unidentifiable
 data for this study. The directory structure of the data dataset is a
 follows: ``` . par_1 assessment events.csv surveys.csv ema daily.csv
 weekly.csv oura activity.csv activity_level.csv heart_rate.csv
 readiness.csv sleep.csv sleep_hypnogram.csv personicle personicle.csv
 samsung awake_times.csv hrv_1min.csv hrv_5min.csv imu.csv pedometer.csv
 ppg.csv pressure.csv par_2 ... ``` At the root of the dataset directory
 tree each participant has their own folder. These folders are names from
 par_1 to par_21 representing each of the participant ids. Each
 participants folder contains all the data collected from that participant
 in its subfolders. In each participants folder there are four subfolders
 for different modalities of the study. These modalities are a) EMAs: These
 are the questionnaires that were collected throughout the study by the
 Personicle Questionnaire mobile application. b) Oura: These are the data
 collected from Oura ring. c) Samsung: Samsung data were collected from
 Samsung Galaxy Gear Sport smartwatch. d) Assessments: These data were
 collected by the study coordinators 6 times throughout the study asking
 participants about their demographic information, standard questionnaires,
 and their participation in the study. Also another final questionnaires
 about their emotional responses toward important events of 2019 and 2020
 and personal events in their life during their participation in the study.
 e) Personicle: Lifelogging and location data collected by Personicle
 Android app. Each subfolder contains several Comma Separated Vector (CSV)
 files containing the data. These data contain information relative to the
 column name and if there is no information for that specific row of time
 it is filled with a **null** value. The reason for a **null** value can be
 that this row of information have added later or was removed from that
 specific modality. The details of each file will be as follows: ###
 ema/daily.csv | **Column name** | **Description** | **Range** | **Type of
 variable** | | :-----------------------: |
 :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :----------------------: | | **submission\_timestamp** | Epoch timestamp of the submission time of the survey | - | Timestamp (milliseconds) | | **start\_timestamp** | Epoch timestamp of the time that participant started to fill out the survey | - | Timestamp (milliseconds) | | **Active** | Answer to “Indicate the extent you have felt this way today: Active”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0 - 100 | Number | | **Afraid** | Answer to “Indicate the extent you have felt this way today: Afraid”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Alert** | Answer to “Indicate the extent you have felt this way today: Alert”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Ashamed** | Answer to “Indicate the extent you have felt this way today: Ashamed”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Attentive** | Answer to “Indicate the extent you have felt this way today: Attentive”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Determined** | Answer to “Indicate the extent you have felt this way today: Determined”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Distressed** | Answer to “Indicate the extent you have felt this way today: Distressed”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Enthusiastic** | Answer to “Indicate the extent you have felt this way today: Enthusiastic”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Excited** | Answer to “Indicate the extent you have felt this way today: Enthusiastic”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Guilty** | Answer to “Indicate the extent you have felt this way today: Guilty”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Hostile** | Answer to “Indicate the extent you have felt this way today: Hostile”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Inspired** | Answer to “Indicate the extent you have felt this way today: Inspired”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Interested** | Answer to “Indicate the extent you have felt this way today: Interested”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Irritable** | Answer to “Indicate the extent you have felt this way today: Irritable”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Jittery** | Answer to “Indicate the extent you have felt this way today: Jittery”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Nervous** | Answer to “Indicate the extent you have felt this way today: Nervous”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Proud** | Answer to “Indicate the extent you have felt this way today: Proud”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Scared** | Answer to “Indicate the extent you have felt this way today: Scared”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Strong** | Answer to “Indicate the extent you have felt this way today: Strong”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Upset** | Answer to “Indicate the extent you have felt this way today: Upset”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Covid\_worried** | Answer to “How worried were you about contracting COVID-19 today?”<br>Indicated by:<br>Not worried at all<br>Extremely worried | 0-100 | Number (Slider) | | **daily\_feeling** | Answer to “Can you please take a few minutes to tell us in greater depth how you are feeling today, and what contributed to how you’re feeling?”<br>This field is only available upon request to protect participants’ privacy. | - | Text | | **health\_worried** | Answer to “Please rate how worried you felt about your health today?”<br>Indicated by:<br>Not worried at all<br>Extremely worried | 0-100 | Number (Slider) | | \***\_last\_modified** | Epoch timestamp of the last time that the participant has modified the value of this component in their app. If “undefined” it means that the participant didn’t interact with this component. | - | Timestamp (milliseconds) | ### ema/weekly.csv | **Column name** | **Description** | **Range** | **Type of variable** | | :-----------------------: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :----------------------: | | **submission\_timestamp** | Epoch timestamp of the submission time of the survey | - | Timestamp (milliseconds) | | **start\_timestamp** | Epoch timestamp of the time that participant started to fill out the survey | - | Timestamp (milliseconds) | | **Active** | Answer to “Indicate the extent you have felt this way today: Active”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0 - 100 | Number | | **Afraid** | Answer to “Indicate the extent you have felt this way today: Afraid”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Alert** | Answer to “Indicate the extent you have felt this way today: Alert”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Ashamed** | Answer to “Indicate the extent you have felt this way today: Ashamed”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Attentive** | Answer to “Indicate the extent you have felt this way today: Attentive”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Determined** | Answer to “Indicate the extent you have felt this way today: Determined”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Distressed** | Answer to “Indicate the extent you have felt this way today: Distressed”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Enthusiastic** | Answer to “Indicate the extent you have felt this way today: Enthusiastic”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Excited** | Answer to “Indicate the extent you have felt this way today: Excited”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Guilty** | Answer to “Indicate the extent you have felt this way today: Guilty”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Hostile** | Answer to “Indicate the extent you have felt this way today: Hostile”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number | | **Inspired** | Answer to “Indicate the extent you have felt this way today: Inspired”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Interested** | Answer to “Indicate the extent you have felt this way today: Interested”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Irritable** | Answer to “Indicate the extent you have felt this way today: Irritable”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Jittery** | Answer to “Indicate the extent you have felt this way today: Jittery”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Nervous** | Answer to “Indicate the extent you have felt this way today: Nervous”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Proud** | Answer to “Indicate the extent you have felt this way today: Proud”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Scared** | Answer to “Indicate the extent you have felt this way today: Scared”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Strong** | Answer to “Indicate the extent you have felt this way today: Strong”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **Upset** | Answer to “Indicate the extent you have felt this way today: Upset”<br>Indicated by:<br>Very slightly<br>A little<br>Moderately<br>Quite a bit<br>Extremely | 0-100 | Number (Slider) | | **week\_felt** | Answer to “Please rate how you felt about your week.”<br>Indicated by:<br>0: Completely Negative<br>100: Completely Positive | 0-100 | Number (Slider) | | **Covid\_worried** | Answer to “How worried were you about contracting COVID-19 today?”<br>Indicated by:<br>0: Not worried at all<br>100: Extremely worried | 0-100 | Number (Slider) | | **week\_points** | Answer to “Please write about your high points and low points this week. Please try to be as detailed as possible.”<br>This field is only available upon request to protect participants’ privacy. | - | Text | | \***\_last\_modified** | Epoch timestamp of the last time that the participant has modified the value of this component in their app. If “undefined” it means that the participant didn’t interact with this component. | - | Timestamp (milliseconds) | ### oura/activity\_level.csv | **Column name** | **Description** | **Range** | **Type** | | :-----------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :----------------------: | | **timestamp** | Epoch timestamp of this data row | - | Timestamp (milliseconds) | | **activity\_level** | The numeric level of activity with:<br>0: Non-wear<br>1: Rest (MET level below 1.05)<br>2: Inactive (MET level between 1.05 and 2)<br>3: Low intensity activity (MET level between 2 and age/gender dependent limit)<br>4: Medium intensity activity<br>5: High intensity activity | 0-5 | Number | | **activity\_class** | The actual level of activity either:<br>non-wear<br>rest<br>inactive<br>low<br>medium<br>high | - | Text | ### oura/activity.csv | **Column name** | **Description** | **Range** | **Type** | | :-----------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------: | :----------------------: | | **date** | The day for this row of data | - | Text (YYYY-MM-DD) | | **score** | An estimation on how well recent physical activity has matched participant’s needs. It is calculated as a weighted average of activity score contributors that represent one aspect of suitability of the activity each. <br>(score = score\_stay\_active*0.15 + score\_move\_every\_hour*0.1 + score\_meet\_daily\_targets*0.25 + score\_training\_frequency*0.1 + score\_training\_volume*0.15 + score\_recovery\_time*0.25) | 1-100<br>(0=miss) | Number | | **score\_stay\_active** | An indication of how well the participant has managed to avoid inactivity (sitting or standing still) during the last 24 hours. The more inactivity, the lower contributor value.<br>The contributor value is 100 when inactive time during the past 24 hours is below 5 hours. The contributor value is above 95 when inactive time during the past 24 hours is below 7 hours. | 1-100<br>(0=miss) | Number | | **score\_move\_every\_hour** | An indication of how well the participant has managed to avoid long periods of inactivity (sitting or standing still) during the last 24 hours. The score includes a number of continuous inactive periods of 60 minutes or more (excluding sleeping). The more long inactive periods, the lower the value.<br>The score is 100 when no continuous inactive periods of 60 minutes or more have been registered. The contributor value is above 95 when at most one continuous inactive period of 60 minutes or more has been registered. | 1-100<br>(0=miss) | Number | | **score\_meet\_daily\_targets** | An indication of how often the participant has reached their daily activity target during seven last days (100 = six or seven times, 95 = five times). | 1-100<br>(0=miss) | Number | | **score\_training\_frequency** | An indication of how regularly the participant has had physical exercise during the last seven days.<br>The value is 100 when the participant has got more than 100 minutes of medium or high intensity activity on at least four days during the past seven days. The score value is 95 when the user has got more than 100 minutes of medium or high intensity activity on at least three days during the past seven days. | 1-100<br>(0=miss) | Number | | **score\_training\_volume** | An indication of how much physical exercise the participant has got during the last seven days.<br>The value is 100 when thes sum of weekly MET minutes is over 2000. The value is 95 when the sum of weekly MET minutes is over 750. There is a weighting function so that the effect of each day gradually disappears. | 1-100<br>(0=miss) | Number | | **score\_recovery\_time** | An indication of the recovery time during the last seven days.<br>The value is 100 when: 1. The participant has got at least two recovery days during the past 7 days. 2. No more than two days elapsed after the latest recovery day.<br>The value is 95 when: 1. The participant has got at least one recovery day during the past 7 days. 2. No more than three days elapsed after the latest recovery day.<br>Here a day is considered as a recovery day when the amount of high intensity activity did not exceed 100 MET minutes and the amount of medium intensity activity did not exceed 200 MET minutes. The exact limits will be age and gender dependent. | 1-100<br>(0=miss) | Number | | **cal\_active** | Energy consumption caused by the physical activity of the day. | - | Number (kcal) | | **cal\_total** | Total energy consumption during the day including Basal Metabolic Rate | - | Number (kcal) | | **daily\_movement** | Daily physical activity expressed as the amount of walking in meters that is needed to get the same amount of activity | - | Number (meters) | | **inactivity\_alerts** | Number of continuous inactive periods of 60 minutes or more during the day. | | Number | | **steps** | Total number of steps registered during the day. | | Number | | **non\_wear** | Number of minutes during the day when the participant was not wearing the ring. Can be used as a proxy for data accuracy, i.e. how well the measured physical activity represents actual total activity. | 0-1440 | Number (minutes) | | **rest** | Number of minutes during the day spent resting i.e. sleeping or lying down (average MET level of the minute is below 1.05). | 0-1440 | Number (minutes) | | **inactive** | Number of inactive minutes (sitting or standing still, average MET level of the minute between 1.05 and 2) during the day. | 0-1440 | Number (minutes) | | **low** | Number of minutes during the day with low intensity activity (e.g. household work, average MET level of the minute between 2 and age dependent limit). | 0-1440 | Number (minutes) | | **medium** | Number of minutes during the day with medium intensity activity (e.g. walking). The upper and lower MET level limits for medium intensity activity depend on participant’s age and gender. | 0-1440 | Number (minutes) | | **high** | Number of minutes during the day with high intensity activity (e.g. running). The lower MET level limit for high intensity activity depends on the participant's age and gender. | 0-1440 | Number (minutes) | | **average\_met** | Average MET level during the whole day. | - | Number (MET) | | **met\_min\_inactive** | Total MET minutes accumulated during inactive minutes of the day. | - | Number (MET) | | **met\_min\_low** | Total MET minutes accumulated during low intensity activity minutes of the day. | - | Number (MET) | | **met\_min\_medium** | Total MET minutes accumulated during medium intensity activity minutes of the day. | - | Number (MET) | | **met\_min\_high** | Total MET minutes accumulated during high intensity activity minutes of the day. | - | Number (MET) | | **day\_start\_timestamp** | Start of the day that this row of data is representing. | - | Timestamp (milliseconds) | | **day\_end\_timestamp** | End of the day that this row of data is representing. | - | Timestamp (milliseconds) | ### oura/heart\_rate.csv | **Column name** | **Description** | **Range** | **Type (unit)** | | :--------------: | :---------------------------------------------------------------------------------------------------------------: | :-------: | :----------------------: | | **timestamp** | Epoch timestamp of this data row. | - | Timestamp (milliseconds) | | **heart\_rate** | Average heart rate for each 5 minutes of the sleep period. | - | Number (beats/min) | | **heart\_rmssd** | The average root mean square of successive heartbeat interval differences for each 5 minutes of the sleep period. | - | Number (milliseconds) | ### oura/readiness.csv | **Column name** | **Description** | **Range** | **Type (unit)** | | :--------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------------: | :---------------: | | **date** | The day for this row of data. | - | Text (YYYY-MM-DD) | | **score** | Oura readiness score. | 1-100 (0=miss) | Number | | **score\_activity\_balance** | Measurement of how the participant’s activity level over the past days is affecting their readiness to perform.<br>A 100 indicates that they've been active, but kept from training at their maximum capacity. This has boosted their recovery and helped build up their energy levels. | 1-100 (0=miss) | | | **score\_hrv\_balance** | Indicator of how close the heart rate variability is to the optimum of participant’s ideal heart rate variability during their sleep. | 1-100 (0=miss) | | | **score\_previous\_day** | When 100%, it shows a good balance of active time and rest.<br>An exceptionally high amount of inactivity or activity leads to a drop in Readiness Score. | 1-100 (0=miss) | | | **score\_previous\_night** | Oura previous night score. | 1-100 (0=miss) | | | **score\_recovery\_index** | Measures how long it takes for resting heart rate to stabilize during the night.<br>A sign of very good recovery is that resting heart rate stabilizes during the first half of the night, at least 6 hours before wake up time, leaving body time to recover for the next day. | 1-100 (0=miss) | | | **score\_resting\_hr** | Indicator of how close the resting heart rate is to the optimum of participant’s ideal resting heart rate during their sleep | 1-100 (0=miss) | | | **score\_sleep\_balance** | Shows if the sleep over the past two weeks is in balance with participant’s needs. Typically adults need 7-9 hours of sleep a night to stay healthy, alert, and to perform at their best both mentally and physically. | 1-100 (0=miss) | | | **score\_temperature** | An indicator of sleep temperature balance. If the temperature rapidly changes during the sleep or shows abnormal values this score will decrease. | 1-100 (0=miss) | | ### oura/sleep\_hypnogram.csv | **Column name** | **Description** | **Range** | **Type** | | :------------------: | :------------------------------------------------------------------------------------------------------------------------: | :-------: | :-------: | | **timestamp** | Epoch timestamp of this data row. | - | Timestamp | | **hypnogram\_level** | The numeric level of sleep hypnogram:<br>1 = deep (N3) sleep <br>2 = light (N1 or N2) sleep<br>3 = REM sleep <br>4 = awake | 1-4 | Number | | **hypnogram\_class** | The actual class of sleep either:<br>deep<br>light<br>REM<br>awake | - | Text | ### oura/sleep.csv | **Column name** | **Description** | **Range** | **Type** | | :---------------------------------: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :-------------------------: | | **date** | One day prior to the date when the sleep period ended. This is one day before the date that is shown in Oura apps. | - | Text (YYYY-MM-DD) | | **score** | Overall sleep quality during the sleep period. It is calculated as a weighted average of sleep score contributors that represent one aspect of sleep quality each. The sleep score contributor values are also available as separate parameters.<br>(scope = 0.1*score\_alignment + 0.1*score\_deep + 0.15*score\_disturbances + 0.1*score\_efficiency + 0.1*score\_latency + 0.1*score\_rem + 0.35\*score\_total) | 1-100 | | | **score\_alignment** | Circadian alignment's contribution for sleep score. Sleep midpoint time between 12PM and 3AM gives the highest score. The more the midpoint time deviates from that range, the lower the score. | 1-100 | | | **score\_deep** | Represents deep (N3) sleep time's contribution for sleep quality. The value depends on the age of the participant - the younger, the more sleep is needed for good score. | 1-100 | | | **score\_disturbances** | Represents sleep disturbances' contribution for sleep quality. Three separate measurements are used to calculate this contributor value:<br>Wake-up count - the more wake-ups, the lower the score.<br>Got-up count - the more get-ups, the lower the score.<br>Restless sleep (sleep.restless) - the more motion detected during sleep, the lower the score.<br>Each of these three values has weight 0.05 in sleep score calculation. | 1-100 | | | **score\_efficiency** | Represents sleep efficiency's contribution for sleep quality. The higher efficiency, the higher the score. | 1-100 | | | **score\_latency** | Represents sleep onset latency's contribution for sleep quality. A latency of about 15 minutes gives the best score. Latency longer than that may indicate problems falling asleep, whereas a very short latency may be a sign of sleep debt. | 1-100 | | | **score\_rem** | Represents REM sleep time's contribution for sleep quality. The value depends on the age of the user - the younger, the more sleep REM is needed for good score. | 1-100 | | | **score\_total** | Represents total sleep time's contribution for sleep quality. The value depends on the age of the user - the younger, the more sleep is needed for a good score. | 1-100 | | | **duration** | Total duration of the sleep period. | - | Number (seconds) | | **awake** | Total amount of awake time registered during the sleep period. | - | Number (seconds) | | **light** | Total amount of light (N1 or N2) sleep registered during the sleep period. | - | Number (seconds) | | **rem** | Total amount of REM sleep registered during the sleep period. | - | Number (seconds) | | **deep** | Total amount of deep (N3) sleep registered during the sleep period. | - | Number (seconds) | | **total** | Total amount of sleep registered during the sleep period (total = rem + light + deep). | - | Number (seconds) | | **onset\_latency** | Detected latency from getting into bed to the beginning of the first five minutes of persistent sleep. | - | Number (seconds) | | **midpoint\_time** | The time in seconds from the start of sleep to the midpoint of sleep. The midpoint ignores awake periods. | - | Number (seconds) | | **efficiency** | Sleep efficiency is the percentage of the sleep period spent asleep (100 \* total / duration). | 0-100 | Number | | **restless** | Restlessness of the sleep time, i.e. percentage of sleep time when the user was moving. | 0-100 | Number | | **hr\_average** | The average heart rate registered during the sleep period. | - | Number (beats / minute) | | **hr\_lowest** | The lowest heart rate (5 minutes sliding average) registered during the sleep period. | - | Number (beats / minute) | | **rmssd** | The average HRV calculated with the rMSSD method. | - | Number (milliseconds) | | **breath\_average** | Average respiratory rate. | - | Number (breaths per minute) | | **bedtime\_start\_midnight\_delta** | Difference between bedtime start and local midnight. | - | Number (seconds) | | **bedtime\_end\_midnight\_delta** | Difference between bedtime end and local midnight. | - | Number (seconds) | | **temperature\_delta** | Skin temperature deviation from the long-term temperature average. | - | Number<br>(Celsius) | | **bedtime\_start\_timestamp** | Epoch timestamp of the start of the sleep. | - | Timestamp (milliseconds) | | **bedtime\_end\_timestamp** | Epoch timestamp of the end of the sleep. | - | Timestamp (milliseconds) | ### samsung/awake\_times.csv | **Column name** | **Description** | **Unit** | | :------------------: | :------------------------------------------------: | :----------------------: | | **timestamp\_start** | Timestamp indicating the start of an awake period. | Timestamp (milliseconds) | | **timestamp\_end** | Timestamp indicating the end of an awake period. | Timestamp (milliseconds) | | **state** | Always “awake” | Text | ### samsung/imu.csv | **Column name** | **Description** | **Range** | **Unit** | | :-------------: | :----------------------------------------: | :--------: | :----------------------: | | **timestamp** | The timestamp of this row of data reading. | - | Timestamp (milliseconds) | | **accx** | Linear acceleration towards the X axis. | -19.6-19.6 | Number (m/s2) | | **accy** | Linear acceleration towards the Y axis. | -19.6-19.6 | Number (m/s2) | | **accz** | Linear acceleration towards the Z axis. | -19.6-19.6 | Number (m/s2) | | **gyrx** | Angular velocity around the X axis. | -573-573 | Number (°/s) | | **gyry** | Angular velocity around the Y axis. | -573-573 | Number (°/s) | | **gyrz** | Angular velocity around the Z axis. | -573-573 | Number (°/s) | ### samsung/pedometer.csv | **Column name** | **Description** | **Unit** | | :----------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------: | :----------------------: | | **timestamp** | The timestamp of this row of data reading. | Timestamp (milliseconds) | | **num\_total\_steps** | Total number of steps since the last reboot of the device to time indicated by timestamp. | Number | | **num\_total\_walking\_steps** | Total number of steps walking since the last reboot of the device to time indicated by timestamp. | Number | | **num\_total\_running\_steps** | Total number of steps running since the last reboot of the device to time indicated by timestamp. | Number | | **move\_distance\_meter** | Total distance travelled by foot since the last reboot of the device to time indicated by timestamp. | Number (meters) | | **cal\_burn\_kcal** | Total calories burnt since the last reboot of the device to time indicated by timestamp. | Number (kcal) | | **last\_speed\_kmh** | Last speed of the device before the timestamp. | Number (km/h) | | **last\_step\_freq** | Last stepping frequency of the device before timestamp. | Number (steps/second) | | **last\_state\_level** | Last state of the device before the timestamp between -1 to 2.<br>-1: unknown state<br>0: stop state<br>1: walking state<br>2: running state | Number | | **last\_state\_class** | The class of the last\_state\_level. Either “unknown”, “stop”, “walking”, or “running”. | Text | ### samsung/ppg.csv | **Column name** | **Description** | **Range** | **Unit** | | :-------------: | :-----------------------------------------------------------------------------------------------------------------------------------: | :-------: | :----------------------: | | **timestamp** | The timestamp of this row of data reading. | - | Timestamp (milliseconds) | | **ppg** | The heart rate monitor (HRM) LED green sensor measures the amount of green light that is reflected back from a person’s blood vessel. | 0-4194304 | Number | | **hr** | Real-time heart rate extracted from ppg signal. | 0-240 | Number (beats/minute) | ### samsung/pressure.csv | **Column name** | **Description** | **Range** | **Unit** | | :-------------: | :---------------------------------------------------------------: | :-------: | :----------------------: | | **timestamp** | The timestamp of this row of data reading | - | Timestamp (milliseconds) | | **pressure** | The atmospheric pressure in the device’s surrounding environment. | 260-1260 | Number (hectopascals) | ### samsung/hrv\_1min.csv and samsung/hrv\_5min.csv | **Column name** | **Type of HRV Feature** | **Description** | **Range** | **Type of variable** | | :---------------: | :---------------------: | :----------------------------------------------------------------------------------------------------------: | :-------: | :---------------------: | | **timestamp** | - | Starting time of the data segment | - | Timestamp | | **hrv\_meannn** | Time Domain | Mean of normal-to-normal interval (NN) | - | Number (milliseconds) | | **hrv\_sdnn** | Time Domain | The standard deviation (SD) of the NN | - | Number (milliseconds) | | **hrv\_rmssd** | Time Domain | Root mean square of successive NN interval differences | - | Number (milliseconds) | | **hrv\_sdsd** | Time Domain | SD of the successive differences between NN | - | Number (milliseconds) | | **hrv\_cvnn** | Time Domain | The standard deviation of the NN intervals (hrv\_sdnn) divided by the mean of the NN intervals (hrv\_meannn) | - | Number (%) | | **hrv\_cvsd** | Time Domain | hrv\_sdnn divided by hrv\_meannn | - | Number (%) | | **hrv\_mediannn** | Time Domain | Median of NN | - | Number (milliseconds) | | **hrv\_madnn** | Time Domain | Median absolute deviation of NN | - | Number (milliseconds) | | **hrv\_mcvnn** | Time Domain | Median absolute deviation of NN (hrv\_madnn) divided by Median of NN (hrv\_mediannn) | - | Number (milliseconds) | | **hrv\_iqrnn** | Time Domain | Interquartile range of NN | - | Number (milliseconds) | | **hrv\_prc80nn** | Time Domain | The 80th percentile of the NN intervals | - | Number (milliseconds) | | **hrv\_pnn50** | Time Domain | Percentage of successive NN that differ by more than 50ms | - | Number (%) | | **hrv\_pnn20** | Time Domain | Percentage of successive NN that differ by more than 20ms | - | Number (%) | | **hrv\_minnn** | Time Domain | The minimum of the NN intervals | - | Number (milliseconds) | | **hrv\_maxnn** | Time Domain | The maximum of the NN intervals | - | Number (milliseconds) | | **hrv\_tinn** | Time Domain | Baseline width of the NN distribution obtained by triangular interpolation | - | Number | | **hrv\_hti** | Time Domain | Total number of NN divided by the height of the NN histogram | - | Number | | **hrv\_ulf** | Time Domain | The spectral power of ultra low frequencies (.0033 Hz). | - | Number (ms2 ) | | **hrv\_vlf** | Frequency Domain | The spectral power of very low frequencies ( .0033 to .04 Hz) | - | Number (ms2 ) | | **hrv\_lf** | Frequency Domain | The spectral power of low frequencies (by default, .04 to .15 Hz) | - | Number (ms2 ) | | **hrv\_hf** | Frequency Domain | The spectral power of high frequencies (by default, .15 to .4 Hz) | - | Number (ms2 ) | | **hrv\_vhf** | Frequency Domain | Absolute power of the very-high-frequency band (0.4–0.5Hz) | - | Number (ms2 ) | | **hrv\_lfhf** | Frequency Domain | The ratio obtained by dividing the low frequency power by the high frequency power | - | Number | | **hrv\_lfn** | Frequency Domain | The normalized low frequency, low-frequency power divided by the total power | - | Number | | **hrv\_hfn** | Frequency Domain | The normalized high frequency, high-frequency power divided by the total power | - | Number | | **hrv\_lnhf** | Frequency Domain | The log transformed hrv\_hf | - | Number (ms2 ) | | **hrv\_sd1** | Non-linear Metric | Index of short-term NN fluctuation, the semi-short axis of the fitted ellipse in the Poincaré plot | - | Number | | **hrv\_sd2** | Non-linear Metric | Index of long-term NN fluctuation, the semi-long axis of the fitted ellipse in the Poincaré plot | - | Number | | **hrv\_sd1sd2** | Non-linear Metric | Ratio of SD1-to-SD2 | - | Number | | **hrv\_s** | Non-linear Metric | Area of the fitted ellipse in the Poincaré plot | - | Number | | **hr** | - | Heart rate | - | Number (beats / minute) | ### assessment/events.csv | **Column name** | **Description** | **Range** | **Unit** | | :-----------------------: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------------------------: | :----------------------: | | **start\_timestamp** | The timestamp that the participant has started filling out the survey. | - | Timestamp (milliseconds) | | **end\_timestamp** | The timestamp that the participant has finished filling out the survey. | - | Timestamp (milliseconds) | | **duration\_sec** | The time it took the participant to finish the survey. | - | Number (seconds) | | **academicevent\_1** | Answer to “Please rate how impactful each academic event was to you - Winter Quarter 2020.”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_2** | Answer to “Please rate how impactful each academic event was to you - Winter Quarter 2020 Finals”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_3** | Answer to “Please rate how impactful each academic event was to you - Spring Break”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_4** | Answer to “Please rate how impactful each academic event was to you - Spring Quarter 2020”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_5** | Answer to “Please rate how impactful each academic event was to you - Spring Quarter 2020 Finals”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_6** | Answer to “Please rate how impactful each academic event was to you - Summer Session I”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_7** | Answer to “Please rate how impactful each academic event was to you - Summer Session I Finals”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_8** | Answer to “Please rate how impactful each academic event was to you - Summer Session II Finals”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_9** | Answer to “Please rate how impactful each academic event was to you - Summer Session II”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_10** | Answer to “Please rate how impactful each academic event was to you - Summer 2020 Break”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_11** | Answer to “Please rate how impactful each academic event was to you - Fall Quarter 2020”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_12** | Answer to “Please rate how impactful each academic event was to you - Fall Quarter 2020 Finals”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **academicevent\_13** | Answer to “Please rate how impactful each academic event was to you - Winter Break 2020-2021”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_2** | Answer to “Please rate how impactful each event was to you - First California Quarantine Order”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_4** | Answer to “Please rate how impactful each event was to you - Northern California Wildfires”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_5** | Answer to “Please rate how impactful each event was to you - Transition to Online Exams and Remote Learning”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_6** | Answer to “Please rate how impactful each event was to you - Original Coronavirus WHO Announcement”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_12** | Answer to “Please rate how impactful each event was to you - Impact of COVID on Student Financial Aid”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_13** | Answer to “Please rate how impactful each event was to you - First COVID-19 Vaccine Rollout”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **event\_17** | Answer to “Please rate how impactful each event was to you - First stimulus check”<br>Choices:<br>1 (Not at all impactful)<br>2<br>3<br>4 (Moderately Impactful)<br>5<br>6<br>7 (Very Impactful) | 1-7 | Number | | **gear\_1** | Answer to “What features of the Gear Sport watch did you like?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_2** | Answer to “What features did you find irritating? What features would need to be changed or added in order for it not to be irritating?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_3** | Answer to “Did you find the Gear Sport watch helpful? Why or why not?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_4** | Answer to “How do you feel about how the data/information is presented back to you?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_5** | Answer to “What questions do you have about your data that the Gear Sport watch doesn't answer?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_6** | Answer to “What do you think is missing from the Gear Sport watch, if anything?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_7** | Answer to “Do you believe the measurements displayed on the application accurately reflect reality? If not, please elaborate on these inaccuracies.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_8\_1** | Answer to “How likely would you be to adopt the watch if you had the option to use it? - 1”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_9** | Answer to “What features would need to be changed or added in order for you to adopt it, if any?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **gear\_10** | Answer to “If a friend who was interested in the Gear Sport watch came and asked you about it, what would you tell them?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **general\_1** | Answer to “What features of the overall study did you like?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **general\_2** | Answer to “What aspects did you find irritating? Are there things/features you would want to change? What would this look like?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **general\_3** | Answer to “Do you believe the Personicle system as a whole (daily emotion surveys, smart devices) could be used as a successful intervention to promote mental health? Please describe your reasoning.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **general\_4** | Answer to “Since joining the study have you noticed the Personicle system as a whole to have an impact on your life? If so, please describe in detail.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **general\_5** | Answer to “Did you ever/ do you currently have any concerns regarding the privacy and security of the data being collected by any of the applications? If so, please describe in detail.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **international** | Answer to “Are you an international student?” <br>Choices:<br>Yes<br>No<br>This field is only available upon request to protect participants’ privacy. | One of:<br>Yes<br>No | Text | | **oura\_1** | Answer to “What features of the Oura Ring did you like?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_2** | Answer to “What features did you find irritating? What features would need to be changed or added in order for it not to be irritating?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_3** | Answer to “Did you find the Oura Ring helpful? Why or why not?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_4** | Answer to “How do you feel about how the data/information is presented back to you?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_5** | Answer to “What questions do you have about your data that the Oura Ring doesn't answer?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_6** | Answer to “What do you think is missing from the Oura Ring, if anything?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_7** | Answer to “Do you believe the measurements displayed on the application accurately reflect reality? If not, please elaborate on these inaccuracies.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_8\_1** | Answer to “How likely would you be to adopt the ring if you had the option to use it? - 1”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_9** | Answer to “What features would need to be changed or added in order for you to adopt it, if any?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **oura\_10** | Answer to “If a friend who was interested in the Oura Ring came and asked you about it, what would you tell them?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_5** | Answer to “What questions do you have about your data that the Personicle app doesn’t answer?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_6** | Answer to “What do you think is missing from Personicle, if anything?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_7** | Answer to “Do you believe the measurements displayed on the application accurately reflect reality? If not, please elaborate on these inaccuracies.”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_8\_1** | Answer to “How likely would you be to adopt the application if you had the option to use it? - 1”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_9** | Answer to “What features would need to be changed or added in order for you to adopt it, if any?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **personicle\_app\_10** | Answer to “If a friend who was interested in Personicle came and asked you about it, what would you tell them?”<br>This field is only available upon request to protect participants’ privacy. | -- | Text | | **resources\_2** | Answer to “Have you had as much access to resources to support your mental health as you would like during your enrollment in the study?”<br>Choices:<br>Yes<br>No<br>N/A | One of:<br>Yes<br>No<br>N/A | Text | | **vote** | Answer to “Did you vote in the 2020 United States Presidential Election?”<br>Choices:<br>Yes<br>No | One of:<br>Yes<br>No | Text | ### assessment/surveys.csv | **Column name** | **Description** | **Range** | **Unit** | | ---------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------ | | **start\_timestamp** | The timestamp that the participant has started filling out the survey. | - | Timestamp (milliseconds) | | **end\_timestamp** | The timestamp that the participant has finished filling out the survey. | - | Timestamp (milliseconds) | | **stage** | Which stage this survey was taken for. <br>T1 (Enrollment)<br>T2<br>T3<br>T4<br>T5<br>Final (Exit) | On of:<br>T1 to T5<br>Final | Text | | **progress** | How far the participant answered the survey questionnaires. | 0-100 | Number | | **duration\_sec** | The time it took the participant to finish the survey. | - | Number (seconds) | | **finished** | Did the participant finish the survey | True/False | Boolean | | **rel\_length** | Answer to “How long have you and your partner been romantically involved?”<br>Choices:<br>Less than 1 month<br>Between 1-3 months<br>Between 3-6 months<br>Between 6-12 months<br>More than 12 months | On of:<br>Less than 1 month<br>Between 1-3 months<br>Between 3-6 months<br>Between 6-12 months<br>More than 12 months | Text | | **aim\_1** | Answer to “Personicle meets my approval.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **aim\_2** | Answer to “Personicle is appealing to me.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **aim\_3** | Answer to “I like Personicle.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **aim\_4** | Answer to “I welcome Personicle.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **bc\_1** | Answer to “In the past week, how much time have you spent seeking out information about the coronavirus each day?”<br>No time<br>Less than 30 minutes <br>30 minutes-1 hour <br>1-4 hours <br>4-8 hours <br>8+ hours | One of <br>No time<br>Less than 30 minutes <br>30 minutes-1 hour <br>1-4 hours <br>4-8 hours <br>8+ hours | Text | | **bc\_2** | Answer to “Which of these sources do you get your news from most frequently?”<br>Choices:<br>In person communication doctor/health care provider<br>in person communication - friends/family <br>Television news <br>Online - social media (e.g., Facebook, Twitter)<br>Online - government/healthcare websites (e.g., CDC.gov)<br>Online - news outlets <br>Other | One of <br>In person communication doctor/health care provider<br>in person communication - friends/family <br>Television news <br>Online - social media (e.g., Facebook, Twitter)<br>Online - government/healthcare websites (e.g., CDC.gov)<br>Online - news outlets <br>Other | Text | | **bc\_3\_1** | Answer to “In the past week, how much have you made it a priority to get enough sleep?” <br>Choices:<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_3\_2** | Answer to “In the past week, how much have you made it a priority to eat nutritiously?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_3\_3** | Answer to “In the past week, how much have you made it a priority to exercise regularly?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_3\_4** | Answer to “In the past week, how much have you made it a priority to avoid smoking?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_3\_5** | Answer to “In the past week, how much have you made it a priority to take extra vitamins or supplements?” <br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_3\_6** | Answer to “In the past week, how much have you made it a priority to wash your hands?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_1** | Answer to “In the past week, how much have you made it a priority to wash your hands?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_2** | Answer to “In the past week, how much have you made it a priority to wash your hands for at least 20 seconds?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_3** | Answer to “In the past week, how much have you made it a priority to stay home?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_4** | Answer to “In the past week, how much have you made it a priority to clean and disinfect your home?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_5** | Answer to “In the past week, how much have you made it a priority to use antibacterial products?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_6** | Answer to “In the past week, how much have you made it a priority to get fresh air/increase ventilation?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_7** | Answer to “In the past week, how much have you made it a priority to not touch your face?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_8** | Answer to “In the past week, how much have you made it a priority to avoid shaking hands with people?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_9** | Answer to “In the past week, how much have you made it a priority to avoid any physical contact with people?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_10** | Answer to “In the past week, how much have you made it a priority to wear a mask of any kind?” <br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_11** | Answer to “In the past week, how much have you made it a priority to wear an N-95 or higher (health grade) mask?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_12** | Answer to “In the past week, how much have you made it a priority to<br>avoid asian food/restaurants?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_13** | Answer to “In the past week, how much have you made it a priority to<br>avoid food prepared by someone you do not know?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_4\_14** | Answer to “In the past week, how much have you made it a priority to<br>prepare for being quarantined?”<br>Choices<br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | One of <br>Not at all<br>A little bit <br>Some<br>A lot<br>As much as possible | Text | | **bc\_5** | Answer to “For the above actions what was your primary motivation?”<br>Choices<br>Only to protect myself<br>Mostly to protect myself<br>Mostly to protect others<br>Only to protect others | One of<br>Only to protect myself<br>Mostly to protect myself<br>Mostly to protect others<br>Only to protect others | Text | | **bc\_6** | Answer to “If there were a vaccine for the coronavirus, how likely would you be to get vaccinated?” <br>Choices<br>Not at all likely<br>A little bit likely <br>Somewhat likely <br>Very likely <br>Extremely likely | One of <br>Not at all likely<br>A little bit likely <br>Somewhat likely <br>Very likely <br>Exremely likely | Text | | **bc\_7** | Answer to “Even if you are at low risk, would you receive the coronavirus vaccine to protect others around you?” <br>Choices<br>Not at all likely<br>A little bit likely <br>Somewhat likely <br>Very likely <br>Extremely likely | One of <br>Not at all likely<br>A little bit likely <br>Somewhat likely <br>Very likely <br>Extremely likely | Text | | **bc\_8** | Answer to “In the past week, have you voluntarily self-quarantined yourself for any period of time” <br>Choices<br>Yes <br>No | One of <br>Yes<br>No | Text | | **bc\_9** | Answer to “In the past week, have you contacted a health care provider (i.e., doctor or nurse) for any reason?”<br>Choices<br>Yes<br>No | One of <br>Yes<br>No | Text | | **bc\_10** | Answer to “Have you contacted a health provider (i.e., doctor or nurse) with concerns about the coronavirus?” <br>Choices<br>Yes<br>No | One of <br>Yes<br>No | Text | | **bc\_11** | Answer to “Have you been diagnosed with the coronavirus?” <br>Choices<br>Yes<br>No | One of <br>Yes<br>No | Text | | **bc\_12** | Answer to “Have you been hospitalized for coronavirus?” <br>Choices <br>Yes<br>No | One of <br>Yes<br>No | Text | | **bc\_13** | Answer to “Have you been quarantined for coronavirus?” <br>Choices<br>Yes<br>No | One of <br>Yes<br>No | Text | | **bc\_16** | Answer to “For how long were you quarantined?” <br>Choices<br>Less than 1 day <br>1 day to 1 week <br>1-2 weeks <br>Longer than 2 weeks | One of<br>Less than 1 day <br>1 day to 1 week <br>1-2 weeks <br>Longer than 2 weeks | Text | | **bc\_17** | Answer to “How much has your work/professional life been affected by the outbreak of the coronavirus?”<br>Choices<br>None<br>A little <br>A moderate amount<br>A lot <br>A great deal<br>Not applicable | One of <br>None<br>A little <br>A moderate amount<br>A lot <br>A great deal<br>Not applicable | Text | | **bc\_18** | Answer to “How much has your personal/family life been affected by the outbreak of the coronavirus?”<br>Choices<br>Not at all <br>A little <br>A moderate amount<br>A lot <br>A great deal | One of <br>Not at all <br>A little <br>A moderate amount<br>A lot <br>A great deal | Text | | **bc\_19** | Answer to “How much have you been financially affected by the coronavirus outbreak?”<br>Choices<br>Not at all <br>A little <br>A moderate amount<br>A lot <br>A great deal | One of<br>Not at all <br>A little <br>A moderate amount<br>A lot <br>A great deal | Text | | **bct (not a real column. this column is only providing information for bct\_1 to bct\_3)** | Prompt to questions “Please indicate how much you agree with the statement by selecting the appropriate response below”<br>Choices<br>1 (Stronly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | N/A | N/A | | **bct\_1** | Answer to “A foreign government deliberately spread the coronavirus as a bioweapon.”<br>Choices<br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | One of <br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | Number | | **bct\_2** | Answer to “Experts and media outlets are exaggerating the threat of coronavirus to weaponize it for political purposes.”<br>Choices<br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | One of <br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | Number | | **bct\_3** | Answer to “Vaccines are harmful, and this fact is covered up.”<br>Choices<br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | One of <br>1 (Strongly disagree)<br>2<br>3<br>4<br>5 (Strongly agree) | Number | | **bdi (not a real column. this column is only providing information for bdi\_1 to bdi\_21)** | Prompt to question “Please read each group of statements carefully, and then pick out the one statement in each group that best describes the way you have been feeling during the past two weeks, including today.” | N/A | N/A | | **bdi\_1** | Answer to “Sadness” <br>Choices: <br>I do not feel sad <br>I feel sad much of the time. <br>I am sad all the time. <br>I am so sad or unhappy that I can't stand it | One of: <br>I do not feel sad <br>I feel sad much of the time. <br>I am sad all the time. <br>I am so sad or unhappy that I can't stand it | Text | | **bdi\_2** | Answer to “Pessimism”<br>Choices<br>I am not discouraged about my future<br>I feel sad much of the time<br>I am sad all the time<br>I am so sad or unhappy that I can’t stand it | One of<br>I am not discouraged about my future<br>I feel sad much of the time<br>I am sad all the time<br>I am so sad or unhappy that I can’t stand it | Text | | **bdi\_3** | Answer to “Past Failure”<br>Choices<br>I do not feel like a failure<br>I have failed more than I should have<br>As I look back, I see a lot of failures<br>I feel I am a total failure as a person | One of<br>I do not feel like a failure<br>I have failed more than I should have<br>As I look back, I see a lot of failures<br>I feel I am a total failure as a person | Text | | **bdi\_4** | Answer to “Loss of Pleasure”<br>Choices<br>I get as much pleasure as I ever did from the things I enjoy<br>I don’t enjoy things as much as I used to<br>I get very little pleasure form the things I used to enjoy | One of<br>I get as much pleasure as I ever did from the things I enjoy<br>I don’t enjoy things as much as I used to<br>I get very little pleasure form the things I used to enjoy | Text | | **bdi\_5** | Answer to “Guilty Feelings”<br>Choices<br>I don’t feel particularly guilty<br>I feel guilty over many things I have done or should have done<br>I feel quite guilty most of the time <br>I feel guilty all the time | One of<br>I don’t feel particularly guilty<br>I feel guilty over many things I have done or should have done<br>I feel quite guilty most of the time <br>I feel guilty all the time | Text | | **bdi\_6** | Answer to “Punishment Feelings”<br>Choices<br>I don’t feel I am being punished<br>I feel I may be punished<br>I expect to be punished<br>I feel I am being punished | One of<br>I don’t feel I am being punished<br>I feel I may be punished<br>I expect to be punished<br>I feel I am being punished | Text | | **bdi\_7** | Answer to “Self-Dislike”<br>Choices<br>I feel the same about myself as ever<br>I have lost confidence i myself<br>I am disappointed in myself<br>I dislike myself | One of<br>I feel the same about myself as ever<br>I have lost confidence i myself<br>I am disappointed in myself<br>I dislike myself | Text | | **bdi\_8** | Answer to “Self-Criticalness”<br>Choices<br>I don’t criticize or blame myself more than usual <br>I am more critical of myself than I used to be<br>I criticize myself for all of my faults<br>I blame myself for everything bad that happens | One of<br>I don’t criticize or blame myself more than usual <br>I am more critical of myself than I used to be<br>I criticize myself for all of my faults<br>I blame myself for everything bad that happens | Text | | **bdi\_10** | Answer to “Crying”<br>Choices<br>I don’t cry anymore than I used to<br>I cry more than I used to<br>I cry over every little thing<br>I feel like crying, but I can’t | One of<br>I don’t cry anymore than I used to<br>I cry more than I used to<br>I cry over every little thing<br>I feel like crying, but I can’t | Text | | **bdi\_11** | Answer to “Agitation”<br>Choices<br>I am no more restless or wound up than usual<br>I feel more restless or wound up than usual<br>I am so restless or agitated that it’s hard to stay still<br>I am so restless or agitated that I have to keep moving or doing something | One of<br>I am no more restless or wound up than usual<br>I feel more restless or wound up than usual<br>I am so restless or agitated that it’s hard to stay still<br>I am so restless or agitated that I have to keep moving or doing something | Text | | **bdi\_12** | Answer to “Loss of Interest”<br>Choices<br>I have not lost interest in other people or activities<br>I am less interested in other people or things than before<br>I have lost most of my interest in other people or things<br>It’s hard to get interested in anything | One of<br>I have not lost interest in other people or activities<br>I am less interested in other people or things than before<br>I have lost most of my interest in other people or things<br>It’s hard to get interested in anything | Text | | **bdi\_13** | Answer to “Indecisiveness”<br>Choices<br>I make decisions about as well as ever<br>I find it more difficult to make decisions than usual<br>I have much greater difficulty in making decisions than I used to<br>I have trouble making any decisions | One of<br>I make decisions about as well as ever<br>I find it more difficult to make decisions than usual<br>I have much greater difficulty in making decisions than I used to<br>I have trouble making any decisions | Text | | **bdi\_14** | Answer to “Worthlessness”<br>Choices<br>I do not feel I am worthless <br>I don’t consider myself as worthwhile and useful as I used to<br>I feel more worthless as compared to other people<br>I feel utterly worthless | One of<br>I do not feel I am worthless <br>I don’t consider myself as worthwhile and useful as I used to<br>I feel more worthless as compared to other people<br>I feel utterly worthless | Text | | **bdi\_15** | Answer to “Loss of Energy”<br>Choices<br>I have as much energy as ever<br>I have less energy than I used to have<br>I don’t have enough energy to do very much<br>I don’t have enough energy to do anything | One of<br>I have as much energy as ever<br>I have less energy than I used to have<br>I don’t have enough energy to do very much<br>I don’t have enough energy to do anything | Text | | **bdi\_16** | Answer to “Changes in Sleeping Pattern”<br>Choices<br>I have not experienced any change in my sleeping pattern<br>I sleep somewhat more than usual<br>I sleep somewhat less than usual<br>I sleep a lot more than usual<br>I sleep a lot less than usual<br>I sleep most of the day<br>I wake up 1-2 hours early and can’t get back to sleep | One of<br>I have not experienced any change in my sleeping pattern<br>I sleep somewhat more than usual<br>I sleep somewhat less than usual<br>I sleep a lot more than usual<br>I sleep a lot less than usual<br>I sleep most of the day<br>I wake up 1-2 hours early and can’t get back to sleep | | | **bdi\_17** | Answer to “Irritability”<br>Choices<br>I am no more irritable than usual<br>I am more irritable than usual<br>I am much more irritable than usual<br>I am irritable all the time | One of<br>I am no more irritable than usual<br>I am more irritable than usual<br>I am much more irritable than usual<br>I am irritable all the time | Text | | **bdi\_18** | Answer to “Changes in Appetite”<br>Choices<br>I have not experienced any change in my appetite<br>My appetite is somewhat less than usual <br>My appetite is somewhat greater than usual <br>My appetite is much less than before<br>My appetite is much greater than usual<br>I have no appetite at all<br>I crave food all the time | One of<br>I have not experienced any change in my appetite<br>My appetite is somewhat less than usual <br>My appetite is somewhat greater than usual <br>My appetite is much less than before<br>My appetite is much greater than usual<br>I have no appetite at all<br>I crave food all the time | | | **bdi\_19** | Answer to “Concetration Difficulty”<br>Choices<br>I can concentrate as well as ever<br>I can’t concentrate as well as usual<br>It’s hard to keep my mind on anything for very long<br>I find I can’t concentrate on anything | One of<br>I can concentrate as well as ever<br>I can’t concentrate as well as usual<br>It’s hard to keep my mind on anything for very long<br>I find I can’t concentrate on anything | Text | | **bdi\_20** | Answer to “Tiredness or Fatigue”<br>Choices<br>I am no more tired or fatigued than usual <br>I get more tired or fatigued more easily than usual<br>I am too tired or fatigued to do a lot of things I used to do<br>I am too tired or fatigued to do most of the things | One of<br>I am no more tired or fatigued than usual <br>I get more tired or fatigued more easily than usual<br>I am too tired or fatigued to do a lot of things I used to do<br>I am too tired or fatigued to do most of the things | Text | | **bdi\_21** | Answer to “Loss of Interest in Sex”<br>Choices<br>I have not noticed any recent change in my interest in sex<br>I am less interested in sex than I used to be<br>I am much less interested in sex now<br>I have lost interest in sex completely | One of<br>I have not noticed any recent change in my interest in sex<br>I am less interested in sex than I used to be<br>I am much less interested in sex now<br>I have lost interest in sex completely | Text | | **bsi (not a real column. This column is only providing information for bsi\_1 to bsi\_53)** | Prompt to question “During the last 7 days, how much were you distressed by..”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | N/A | N/A | | **bsi\_1** | Answer to “Nervousness or shakiness inside.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_2** | Answer to “Faintness or dizziness.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_3** | Answer to “The idea that someone else can control your thoughts.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_4** | Answer to “Feeling others are to blame for most of your troubles.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_5** | Answer to “Trouble remembering things.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_6** | Answer to “Feeling easily annoyed or irritated.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_7** | Answer to “Pains in the heart or chest.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_8** | Answer to “Feeling afraid in open space.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_9** | Answer to “Thoughts of ending your life.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_10** | Answer to “Feeling that most people cannot be trusted.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_11** | Answer to “Poor appetite.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_12** | Answer to “Suddenly scared for no reason.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_13** | Answer to “Temper outbursts that you could not control.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_14** | Answer to “Feeling lonely even when you are with people.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_15** | Answer to “Feeling blocked in getting things done.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_16** | Answer to “Feeling lonely.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_17** | Answer to “Feeling blue.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_18** | Answer to “Feeling no interest in things.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_19** | Answer to “Feeling fearful.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_20** | Answer to “Your feelings being easily hurt.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_21** | Answer to “Feeling that people are unfriendly or dislike you.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_22** | Answer to “Feeling inferior to others.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_23** | Answer to “Nausea or upset stomach.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_24** | Answer to “Feeling that you are watched or talked about by others.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_25** | Answer to “Trouble falling asleep.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_26** | Answer to “Having to check and what you do.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_27** | Answer to “Difficulty making decisions.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_28** | Answer to “Feeling afraid to travel on buses, subways, or trains.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_29** | Answer to “Trouble getting your breath.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_30** | Answer to “Hot or cold spells.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_31** | Answer to “Having to avoid certain things, places, or activities because they frighten you.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_32** | Answer to “Your mind going blank.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_33** | Answer to “Numbness or tingling in parts of your body.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_35** | Answer to “Feeling hopeless about the future.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_36** | Answer to “Trouble concentrating.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_37** | Answer to “Feeling weak in parts of your body.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_38** | Answer to “Feeling tense or keyed up.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_40** | Answer to “Having urges to beat, injure, or harm someone.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_41** | Answer to “Having urges to break or smash things.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_42** | Answer to “Feeling very self-conscious with others.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_43** | Answer to “Feeling uneasy in crowds.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_44** | Answer to “Never feeling close to another person.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_45** | Answer to “Spells of terror or panic.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_46** | Answer to “Getting into frequent arguments.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_47** | Answer to “Feeling nervous when you are left alone.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_48** | Answer to “Others not giving you proper credit for your achievements.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_49** | Answer to “Feeling so restless you couldn’t sit still.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_50** | Answer to “Feelings of worthlessness.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_51** | Answer to “Feeling that people will take advantage of you if you let them.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_52** | Answer to “Feelings of guilt.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **bsi\_53** | Answer to “The idea that something is wrong with your mind.”<br>Choices<br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | One of <br>Not at all <br>A little bit<br>Moderately <br>Quite a bit <br>Extremely | Text | | **cms (not a real column. This column is only providing information for cms\_1 to cms\_7)** | Prompt to question “Please indicate how much you agree or disagree with each statement. (If currently single you may relate the following answers to a past or ideal relationship)”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | N/A | N/A | | **cms\_1** | Answer to “I believe that in the couple relationship not only my needs are important”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_2** | Answer to “Usually, I leave a discussion without giving any reason”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_3** | Answer to “I think it is better to solve a conflicting situation instead of ignoring it”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_4** | Answer to “I try to collaborate with my partner actively in view of solving a conflicting situation”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_5** | Answer to “I believe it is necessary to face the discussion with my partner without running away”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_6** | Answer to “I am more careful with satisfying my wishes than those of my partner”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_7** | Answer to “I believe that in a conflicting situation both partners should move a step toward the other”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner (not a real column. This column is only providing information for cms\_partner\_1 to cms\_partner\_7)** | Prompt to question “Please indicate how much you agree or disagree with each statement. (If currently single you may relate the following answers to a past or ideal relationship)”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | N/A | N/A | | **cms\_partner\_1** | Answer to “My partner believes tha tin the couple relationship not only their needs are important”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_2** | Answer to “Usually, my partner leaves a discussion without giving any reason”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_3** | Answer to “My partner thinks it is better to solve a conflicting situation instead of ignoring it”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_4** | Answer to “My partner tries to collaborate with me actively in view of solving a conflicting situation”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_5** | Answer to “My partner believes it is necessary to fae the discussion with me without running away”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_6** | Answer to “My partner is more careful with satisfying his/her wishes than mine”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cms\_partner\_7** | Answer to “My partner believes that in a conflicting situation both partners should move a step toward the other”<br>Choices<br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree <br>Disagree<br>Agree<br>Strongly Agree | Text | | **cope\_1** | Answer to “I’ve been turning to work or other activities to take my mind off things.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_2** | Answer to “I’ve been concentrating my efforts on doing something about the situation I’m in.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_3** | Answer to “I’ve been saying to myself “this isn’t real”.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_5** | Answer to “I’ve been getting emotional support from others.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_6** | Answer to “I’ve been trying to give you trying to deal with it.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_7** | Answer to “I’ve been taking action to try to make the situation better.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_8** | Answer to “I’ve been refusing to believe that it has happened.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_9** | Answer to “I’ve been saying things to let my unpleasant feelings escape.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_10** | Answer to “I’ve been getting help and advice from other people.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_12** | Answer to “I’ve been trying to see it in a different light, to make it seem more positive.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_13** | Answer to “I’ve been criticizing myself ”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_14** | Answer to “I’ve been trying to come up with a strategy about what to do.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_15** | Answer to “I’ve been getting comfort and understanding from someone.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | | | **cope\_16** | Answer to “I’ve been giving up the attempt to cope.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_17** | Answer to “I’ve been looking for something good in what is happening..”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_18** | Answer to “I’ve been making jokes about it.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_19** | Answer to “I’ve been doing something to think about it less, such as going to movies, watching TV, reading, daydreaming, sleeping, or shopping.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_20** | Answer to “I’ve been accepting the reality of the fact that it has happened.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_21** | Answer to “I’ve been expressing my negative feelings.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_22** | Answer to “I’ve been trying to find comfort in my religion or spiritual beliefs.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_23** | Answer to “I’ve been trying to get advice or help from other people about what to do.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_24** | Answer to “I’ve been learning to live with it.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_25** | Answer to “I’ve been thinking hard about what steps to take.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_26** | Answer to “I’ve been blaming myself for things that happened.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_27** | Answer to “I’ve been praying or meditating.”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **cope\_28** | Answer to “I’ve been making fun of the situation”<br>Choices<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | One of<br>I haven’t been doing this at all<br>I’ve been doing this a little bit<br>I’ve been doing this a medium amount<br>I’ve been doing this a lot | Text | | **ecr (not a real column. this column is only providing information for ecr\_1 to ecr\_12)** | Prompt to question “The following statements concern how you feel in romantic relationships. We are interested in how you generally experience relationships, not just in what is happening in a current relationship. Respond to each statement indicating how much you agree or disagree with it.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | N/A | N/A | | **ecr\_1** | Answer to “It helps to turn to my romantic partner in times of need.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_2** | Answer to “I need a lot of reassurance that I am loved by my partner.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_3** | Answer to “I want to get close to my partner, but I keep pulling back.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_4** | Answer to “I find that my partner(s) don’t want to get as close as I would like.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_5** | Answer to “I turn to my partner for many things, including comfort and reassurance.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_6** | Answer to “My desire to be very close sometimes scares people away.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_7** | Answer to “I try to avoid getting too close to my partner.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_8** | Answer to “I do not often worry about being abandoned.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_9** | Answer to “I usually discuss my problems and concerns with my partner.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_10** | Answer to “I get frustrated if romantic partners are not available if I need them.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_11** | Answer to “I am nervous when partners get too close to me.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ecr\_12** | Answer to “I worry that romantic partners won’t care about me as much as I care about them.”<br>Choices <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | One of <br>Strongly Disagree<br>Disagree<br>Slightly Disagree <br>Neutral <br>Slightly Agree<br>Agree<br>Strongly Agree | Text | | **ems (not a real column. this column is only providing information for ems\_1 to ems\_19)** | Prompt to question “Please report the extent to which the following statements describe how you are controlling (that is, regulate and manage) your emotions related to the coronavirus (COVID-19) and the situation surrounding it.” <br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | N/A | N/A | | **ems\_1** | Answer to “To manage my feelings about the coronavirus (COVID-19) and the situation surrounding it, I am reinterpreting the meaning of the situation in more neutral, less negative terms.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_2** | Answer to “To feel more positive about the coronavirus (COVID-19) and the situation surrounding it, I am changing the way I’m thinking about the situation.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_3** | Answer to “To deal with my emotions related to the coronavirus (COVID-19) and the situation surrounding it, I am thinking about the situation in a way that helps me stay calm.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_4** | Answer to “How much control do you feel you have over the coronavirus (COVID-19).”<br>Choices <br>1 (No control at all)<br>2<br>3<br>4 (A moderate amount of control)<br>5<br>6<br>7 (Complete control) | 1-7 | Number | | **ems\_5** | Answer to “How much control do you feel you have to protect yourself from getting coronavirus (COVID-19).”<br>Choices <br>1 (No control at all)<br>2<br>3<br>4 (A moderate amount of control)<br>5<br>6<br>7 (Complete control) | 1-7 | Number | | **ems\_6** | Answer to “How much control do you feel you have over preventing coronavirus (COVID-19) from spreading.”<br>Choices <br>1 (No control at all)<br>2<br>3<br>4 (A moderate amount of control)<br>5<br>6<br>7 (Complete control) | 1-7 | Number | | **ems\_7** | Answer to “How much control do you feel you have to protect your family from getting coronavirus (COVID-19).”<br>Choices <br>1 (No control at all)<br>2<br>3<br>4 (A moderate amount of control)<br>5<br>6<br>7 (Complete control) | 1-7 | Number | | **ems\_9** | Answer to “I am worried about the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_10** | Answer to “I am anxious about the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_11** | Answer to “It is difficult to focus on things other than the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_12** | Answer to “I am stressed about the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_13** | Answer to “I feel depressed about the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_14** | Answer to “I feel sad about the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_15** | Answer to “I am unhappy because of the coronavirus (COVID-19) and the situation surrounding it.”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_16** | Answer to “Everyone can learn to control their feelings about the coronavirus (COVID-19).”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_17** | Answer to “People can change their feelings if they want to about the coronavirus (COVID-19).”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_18** | Answer to “No matter how hard they try, people can’t really change their feelings about the coronavirus (COVID-19).”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **ems\_19** | Answer to “People have very little control over their feelings about the coronavirus (COVID-19).”<br>Choices<br>1 (Not at all)<br>2<br>3<br>4<br>5<br>6<br>7 (Extremely) | 1-7 | Number | | **exposure\_1** | Answer to “Have you been diagnosed with the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_2** | Answer to “Have you been hospitalised for the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_3** | Answer to “Have you been quarantined for the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_4** | Answer to “Have you come in contact with someone who has been in a high risk area for the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_5** | Answer to “Have you come in contact with someone who has a possible or confirmed case of the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_6** | Answer to “Has anyone you know personally (friend, relative, partner) had a possible or confirmed case of the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **exposure\_7** | Answer to “Are you immunocompromised or have other health conditions that would make you at higher risk for the coronavirus.”<br>Choices<br>Yes<br>No | One of <br>YES<br>NO | Text | | **fim\_1** | Answer to “Personicle seems implementable.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of: <br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **fim\_2** | Answer to “Personicle seems possible.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of: <br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **fim\_3** | Answer to “Personicle seems doable.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of: <br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **fim\_4** | Answer to “Personicle seems easy to use.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of: <br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **gad\_1** | Answer to “Feeling nervous, anxious, or on edge”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_2** | Answer to “Not being able to stop or control anything”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_3** | Answer to “Worrying too much about different things”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_4** | Answer to “Trouble relaxing”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_5** | Answer to “Being so restless that it is hard to sit still”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_6** | Answer to “Becoming easily annoyed or irritable”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **gad\_7** | Answer to “Feeling afraid as if something awful might happen”<br>0 - Not at all <br>1 - Several Days <br>2 - More than half the days <br>3 - Nearly every day | 0-3 | Number | | **ha\_1** | Answer to “How stressed/anxious are you about your health in general?” <br>Choices:<br>Not at all stressed/anxious<br>A little stressed/anxious <br>Moderately stressed/anxious<br>Very stressed/anxious<br>Extremely stressed/anxious | One of: <br>Not at all stressed/anxious<br>A little stressed/anxious <br>Moderately stressed/anxious<br>Very stressed/anxious<br>Extremely stressed/anxious | Text | | **ha\_2** | Answer to “How stressed/anxious are you about getting the coronavirus?” <br>Choices:<br>Not at all stressed/anxious<br>A little stressed/anxious <br>Moderately stressed/anxious<br>Very stressed/anxious<br>Extremely stressed/anxious | One of: <br>Not at all stressed/anxious<br>A little stressed/anxious <br>Moderately stressed/anxious<br>Very stressed/anxious<br>Extremely stressed/anxious | Text | | **hm\_goals** | Answer to “Pick the mantra that best describes you when it comes to the coronavirus” <br>Choices: <br>Everyone chill out <br>Keep calm and carry on <br>Keep calm and carry hand sanitizer <br>Better safe than sorry <br>It’s the end of the world as we know it <br>It’s the end of the world as we know it, but I feel fine <br>Cancel everything <br>There are bigger fish to fry (more important problems need our attention) | One of: <br>Everyone chill out <br>Keep calm and carry on <br>Keep calm and carry hand sanitizer <br>Better safe than sorry <br>It’s the end of the world as we know it <br>It’s the end of the world as we know it, but I feel fine <br>Cancel everything <br>There are bigger fish to fry (more important problems need our attention) | Text | | **hm\_body\_1** | Answer to “In general, my body has remarkable self-healing properties and can heal itself from many illnesses.” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_body\_2** | Answer to “In general, my body is capable of handling an illness like the coronavirus” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_body\_3** | Answer to “Getting sick from the coronavirus means that my body has failed or betrayed me” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_1** | Answer to “The coronavirus outbreak can be managed so that people in our society can live life as normal.” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_2** | Answer to “The coronavirus outbreak is a global catastrophe that is wreaking havoc on our society” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_3** | Answer to “The coronavirus outbreak can be an opportunity for our society to make positive changes.” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_4** | Answer to “Having the coronavirus ruins or spoils most parts of a person’s life.” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_5** | Answer to “The coronavirus can be managed so it's not too disruptive to a person’s life.” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_ill\_6** | Answer to “Getting the coronavirus can be an opportunity for a person to make positive life changes” <br>Choices: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | One of: <br>Strongly disagree<br>Disagree<br>Somewhat disagree<br>Somewhat agree <br>Agree <br>Strongly agree | Text | | **hm\_social (not a real column. this column is only providing information for hm\_social\_1 to hm\_social\_3)** | Prompt to question “Please click on the area in the picture that best aligns with your personal opinion on the effect of changes in an individual’s physical health” <br>Image: Graph of eight circles with each consecutive circles within each other; from the most inner circle to outer:<br>That person<br>Their Family<br>Their friends<br>Their coworkers, colleagues, and peers<br>Their neighborhood<br>Their community<br>Their world | # | N/A | | **hm\_social\_1\_1\_x** | X location of the participant choice on the image for the prompt: “A decline in a person’s physical health will affect:” | 0-783 | Number | | **hm\_social\_1\_1\_y** | Y location of the participant choice on the image for the prompt: “A decline in a person’s physical health will affect:” | 0-618 | Number | | **hm\_social\_1\_choice** | Their choice on the image.<br>One of:<br>Person: That person<br>Family: Their Family<br>friends: Their friends<br>peers: Their coworkers, colleagues, and peers<br>Neighborhood: Their neighborhood<br>Community: Their community<br>The world: Their world | One of:<br>Person<br>Family<br>friends<br>peers<br>Neighborhood<br>Community<br>country<br>The world | Text | | **hm\_social\_2\_1\_x** | X location of the participant choice on the image for the prompt: “An improvement in a person’s physical health will affect:” | 0-783 | Number | | **hm\_social\_2\_1\_y** | Y location of the participant choice on the image for the prompt: “An improvement in a person’s physical health will affect:” | 0-618 | Number | | **hm\_social\_2\_choice** | Their choice on the image.<br>One of:<br>Person: That person<br>Family: Their Family<br>friends: Their friends<br>peers: Their coworkers, colleagues, and peers<br>Neighborhood: Their neighborhood<br>Community: Their community<br>The world: Their world | One of:<br>Person<br>Family<br>friends<br>peers<br>Neighborhood<br>Community<br>country<br>The world | Text | | **hm\_social\_3\_1\_x** | X location of the participant choice on the image for the prompt: “An improvement in a person’s physical health is a sign of strength for:” | 0-783 | Number | | **hm\_social\_3\_1\_y** | Y location of the participant choice on the image for the prompt: “An improvement in a person’s physical health is a sign of strength for:” | 0-618 | Number | | **hm\_social\_3\_choice** | Their choice on the image.<br>One of:<br>Person: That person<br>Family: Their Family<br>friends: Their friends<br>peers: Their coworkers, colleagues, and peers<br>Neighborhood: Their neighborhood<br>Community: Their community<br>The world: Their world | One of:<br>Person<br>Family<br>friends<br>peers<br>Neighborhood<br>Community<br>country<br>The world | Text | | **hpc\_1** | Answer to “Your health in general?” <br>Choices: <br>1 - No control <br>2 - Slight control <br>3 - Some control <br>4 - A lot of control | 1-4 | Number | | **hpc\_2** | Answer to “Whether or not you contract the coronavirus?” <br>Choices: <br>1 - No control <br>2 - Slight control <br>3 - Some control <br>4 - A lot of control | 1-4 | Number | | **hpc\_3** | Answer to “Your experience (e.g. symptoms and treatment) of the coronavirus, if you do get it?” <br>Choices: <br>1 - No control <br>2 - Slight control <br>3 - Some control <br>4 - A lot of control | 1-4 | Number | | **hpt\_1** | Answer to “I don’t think I could get COVID-19” <br>Choices: <br>1 - not at all <br>2 <br>3<br>4 - a great deal | 1-4 | Number | | **hpt\_2** | Answer to “I feel nervous about getting COVID-19” <br>Choices: <br>1 - not at all <br>2 <br>3<br>4 - a great deal | 1-4 | Number | | **hpt\_3** | Answer to “COVID-19 is threatening my health” <br>Choices: <br>1 - not at all <br>2 <br>3<br>4 - a great deal | 1-4 | Number | | **hpt\_4** | Answer to “I don’t feel worried about getting COVID-19” <br>Choices: <br>1 - not at all <br>2 <br>3<br>4 - a great deal | 1-4 | Number | | **hpt\_5** | Answer to “My daily routine has been disrupted due to thoughts about COVID-19” <br>Choices: <br>1 - not at all <br>2 <br>3<br>4 - a great deal | 1-4 | Number | | **iam\_1** | Answer to “Personicle seems fitting for my work.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **iam\_2** | Answer to “Personicle seems suitable for my work.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **iam\_3** | Answer to “Personicle seems applicable for my work.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **iam\_4** | Answer to “Personicle seems like a good match for my work.”<br>Choices:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | One of:<br>Completely Disagree<br>Disagree<br>Neither Agree Nor Disagree<br>Agree<br>Completely Agree | Text | | **ims\_1** | Answer to “My partner fulfills my need for intimacy (sharing personal thoughts, secrets, etc.)”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of:<br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_2** | Answer to “My partner fulfills my need for companionship (doing things together, enjoying each other's company, etc.)”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of:<br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_3** | Answer to “My partner fulfills my sexual needs (holding hands, kissing, etc.)”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of:<br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_4** | Answer to “My partner fulfills my needs for security (feeling trusting, comfortable in a stable relationship, etc.)”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of:<br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_5** | Answer to “My partner fulfills my needs for emotional involvement (feeling emotionally attached, feeling good when another feels good, etc.)”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of:<br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_6** | Answer to “I feel satisfied with our relationship”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_7** | Answer to “My relationship is much better than others’ relationships”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_8** | Answer to “My relationship is close to ideal”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_9** | Answer to “Our relationship makes me very happy”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_10** | Answer to “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_11** | Answer to “My needs for intimacy (sharing personal thoughts, secrets, etc.) could be fulfilled in alternative relationships.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_12** | Answer to “My needs for companionship (doing things together, enjoying each other's company, etc.) could be fulfilled in alternative relationships.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_13** | Answer to question “My sexual needs (holding hands, kissing, etc.) could be fulfilled in alternative relationships.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_14** | Answer to question “My needs for security (feeling trusting, comfortable in a stable relationship, etc.) could be fulfilled in alternative relationships.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_15** | Answer to question “My needs for emotional involvement (feeling emotionally attached, feeling good when another feels good, etc.) could be fulfilled in alternative relationships.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_16** | Answer to question “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_17** | Answer to question “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_18** | Answer to question “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_19** | Answer to question “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_20** | Answer to question “Our relationship does a good job of fulfilling my needs for intimacy, companionship, etc.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_21** | Answer to question “I have invested a great deal of time in our relationship.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_22** | Answer to question “I have told my partner many private things about myself (I disclose secrets to him/her).”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_23** | Answer to question “My partner and I have an intellectual life together that would be difficult to replace.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_24** | Answer to question “My sense of personal identity (who I am) is linked to my partner and our relationship.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_25** | Answer to question “My partner and I share many memories.”<br>Choices: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | One of: <br>Don't Agree at All<br>Agree Slightly<br>Agree Moderately<br>Agree Completely | Text | | **ims\_26** | Answer to question “I have put a great deal into our relationship that I would lose if the relationship were to end. ”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_27** | Answer to question “Many aspects of my life have become linked to my partner (recreational activities, etc.) and I would lose all of this if we were to break up.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_28** | Answer to question “I feel very involved in our relationship like I have put a great deal into it. ”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_29** | Answer to question “My relationships with friends and family members would be complicated if my partner and I were to break up (e.g. partner is friends with people I care about).<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_30** | Answer to question “Compared to other people I know, I have invested a great deal in my relationship with my partner.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_31** | Answer to question “I am committed to maintaining my relationship with my partner.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_32** | Answer to question “I want our relationship to last for a very long time.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_33** | Answer to question “I feel very attached to our relationship - very strongly linked to my partner.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_34** | Answer to question “It is likely that I will date someone other than my partner within the next year.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_35** | Answer to question “I would not feel very upset if our relationship were to end in the near future.”<br>Choices: <br>Don’t Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_36** | Answer to question “I want our relationship to last forever.”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ims\_37** | Answer to question “I am oriented toward the long-term future of my relationship (for example, I imagine being with my partner several years from now).”<br>Choices: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | One of: <br>Don't Agree at All<br>1 <br>2<br>3<br>Agree Somewhat<br>5<br>6<br>7<br>Agree Completely | Text/Number | | **ios** | Prompt to question “Please select the picture below that best represents your current relationship with your romantic partner” | | Text | | **ios\_pic** | Prompt to question “Please select the picture below that best represents your current relationship with your romantic partner” <br>Choices: <br>Self and Other separate <br>Self and Other begin intersecting <br>Self and Other intersect 25% <br>Self and Other intersect &gt; than previous <br>Self and Other intersect approx. 50% <br>Self and Other intersect &gt; 50%<br>Self and Other intersecting almost 100% <br>Not Applicable | One of# | Diagrams | | **isolation\_1** | Answer to question “In the last week, have you felt socially isolated?” <br>Choices: <br>Yes <br>No | One of: <br>Yes <br>No | Text | | **isolation\_2** | Answer to question “In the last week, have you been socially distancing yourself from others (minimizing your in-person interactions)?” <br>Choices: <br>Yes <br>No | One of: <br>Yes <br>No | Text | | **isolation\_3** | Answer to question “In the last week, have you quarantined yourself from others (not left your home unless absolutely necessary)?” <br>Choices: <br>Yes <br>No | One of: <br>Yes <br>No | Text | | **isolation\_4a** | Answer to question “Compared to before the coronavirus, how much time do you spend interacting with people in person?” <br>Choices: <br>1 - Much Less<br>2<br>3 - About the Same<br>4<br>5 - Much More | One of: <br>1 - Much Less<br>2<br>3 - About the Same<br>4<br>5 - Much More | Text | | **isolation\_4b** | Answer to question “What is the quality of those interactions?” <br>Choices: <br>1 - Very Poor<br>2<br>3 - Neutral <br>4<br>5 - Very Good | One of: <br>1 - Very Poor<br>2<br>3 - Neutral <br>4<br>5 - Very Good | Text | | **isolation\_5** | Answer to question “Compared to before the coronavirus, how has the quality of those interactions changed?” <br>Choices: <br>1 - Worse<br>2<br>3 - About the Same<br>4<br>5 - Much Better | One of: <br>1 - Worse<br>2<br>3 - About the Same<br>4<br>5 - Much Better | Text | | **isolation\_6a** | Answer to question “Compared to before the coronavirus, how much time do you spend interacting with people online or over the phone?” <br>Choices: <br>1 - Much Less<br>2<br>3 - About the Same<br>4<br>5 - Much More | One of: <br>1 - Much Less<br>2<br>3 - About the Same<br>4<br>5 - Much More | Text | | **isolation\_6b** | Answer to question “What is the quality of those interactions?” <br>Choices: <br>1 - Very Poor<br>2<br>3 - Neutral <br>4<br>5 - Very Good | One of: <br>1 - Very Poor<br>2<br>3 - Neutral <br>4<br>5 - Very Good | Text | | **isolation\_7** | Answer to question “Compared to before the coronavirus, how has the quality of those interactions changed?” <br>Choices: <br>1 - Much Worse<br>2<br>3 - About the Same<br>4<br>5 - Much Better | One of:<br>1 - Much Worse<br>2<br>3 - About the Same<br>4<br>5 - Much Better | Text | | **mspss\_1** | Answer to “There is a special person who is around when I am in need.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_2** | Answer to “There is a special person whom I can share my joys and sorrows.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_3** | Answer to “My family really tries to help me”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_4** | Answer to “I get the emotional help and support I need from my family”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_5** | Answer to “I have a special person who is a real source of comfort to me.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_6** | Answer to “My friends really try to help me.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_7** | Answer to “I can count on my friends when things go wrong”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_8** | Answer to “I can talk about my problems with my family”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of:<br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_9** | Answer to “I have friends with whom I can share my joys and sorrows.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_10** | Answer to “There is a special person in my life who cares about my feelings.”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_11** | Answer to “My family is willing to help me make decisions”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **mspss\_12** | Answer to “I can talk about my problems with my friends”<br>Choices: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | One of: <br>Very Strongly Disagree <br>Strongly Disagree <br>Mildly Disagree <br>Neutral <br>Mildly Agree <br>Strongly Agree <br>Very Strongly Agree | Text | | **panas\_1** | Answer to question “Interested” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_2** | Answer to question “Distressed” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_3** | Answer to question “Excited” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_4** | Answer to question “Upset” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_5** | Answer to question “Strong” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_6** | Answer to question “Guilty” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_7** | Answer to question “Scared” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_8** | Answer to question “Hostile” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_9** | Answer to question “Enthusiastic” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_10** | Answer to question “Proud” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_11** | Answer to question “Irritable” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_12** | Answer to question “Alert” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_13** | Answer to question “Ashamed” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_14** | Answer to question “Inspired” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_15** | Answer to question “Nervous” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_16** | Answer to question “Determined” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_17** | Answer to question “Attentive” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_18** | Answer to question “Jittery” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_19** | Answer to question “Active” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **panas\_20** | Answer to question “Afraid” <br>Choices: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | One of: <br>Very Slightly or Not at All<br>A little<br>Moderately<br>Quite a bit<br>Extremely | Text | | **political** | Answer to “Overall, on the following scale of political orientation (from extremely liberal to extremely conservative) where would you place yourself? <br>Choices: <br>1 - Extremely Liberal <br>2<br>3<br>4<br>5<br>6<br>7 - Extremely Conservative | One of: <br>1.0<br>2.0<br>3.0<br>4.0<br>5.0<br>6.0<br>7.0 | Text/Number | | **racial\_1** | Answer to question “Compared to before the coronavirus, has the amount you felt you have been<br>treated poorly as a result of your racial, ethnic, or cultural background changed?”<br>Choices: <br>It has decreased a lot<br>It has decreased a little <br>It has stayed about the same<br>It has increased a little<br>It has increased a lot | One of: <br>It has decreased a lot<br>It has decreased a little<br>It has stayed about the same<br>It has increased a little<br>It has increased a lot | Text | | **racial\_2** | Answer to question “I have experienced negative interactions with people in which my<br>race/ethnicity/culture was mentioned in connection with the coronavirus.” <br>Choices: <br>Not at all true<br>A little bit true<br>Moderately true<br>Very True<br>Extremely True | One of: <br>Not at all true<br>A little bit true<br>Moderately true<br>Very True<br>Extremely True | Text | | **racial\_3** | Answer to question “I am worried people will blame me for the coronavirus.<br>Choices<br>Not at all true<br>A little bit true <br>Moderately true<br>Very True <br>Extremely True | One of: <br>Not at all true<br>A little bit true <br>Moderately true<br>Very True<br>Extremely True | Text | | **racial\_4** | Answer to question “I worry that medical professionals may be biased against people of my<br>racial/ethnic/cultural background.<br>Choices: <br>Not at all true<br>A little bit true<br>Moderately true<br>Very True<br>Extremely True | One of:<br>Not at all true<br>A little bit true<br>Moderately true<br>Very True<br>Extremely True | Text | | **tam\_1** | Answer to “I find Personicle easy to use” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_2** | Answer to “Learning how to use Personicle is easy for me”<br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_3** | Answer to “It is easy to become skillful at using Personicle” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_4** | Answer to “Perosnicle would improve my performance” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_5** | Answer to “Personicle would increase productivity” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_6** | Answer to “Personicle could make it easier to practice” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_7** | Answer to “Practicing through Personicle is a good idea” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_8** | Answer to “Practicing through Personicle is a wise idea” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_9** | Answer to “I am positive toward Personicle” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_10** | Answer to “I intend to check announcements from Personicle frequently” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_11** | Answer to “I intend to be a heavy user of Personicle” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_12** | Answer to “I feel confident finding information in Personicle”<br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_13** | Answer to “I have the necessary skills for using Personicle” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_14** | Answer to “What Personicle stands for is important for me as a therapist” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_15** | Answer to “I like using Personicle based on the similarity of my values and society values underlying its use” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_16** | Answer to “In order for me to prepare for a future job, it is necessary to use Personicle” Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **tam\_17** | Answer to “I have no difficulty accessing and using the Personicle system in my practice” <br>Choices: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | One of: <br>Strongly Disagree <br>Disagree <br>Slightly Disagree<br>Neither Agree Nor Disagree<br>Slightly Agree <br>Agree<br>Strongly Agree | Text | | **uls\_1** | Answer to: “How often do you feel that you lack companionship?” <br>Choices: <br>Hardly ever <br>Some of the time <br>Often | One of: <br>Hardly ever <br>Some of the time <br>Often | Text | | **uls\_2** | Answer to “How often do you feel left out?” <br>Choices: <br>Hardly ever <br>Some of the time <br>Often | One of:<br>Hardly ever <br>Some of the time <br>Often | Text | | **uls\_3** | Answer to “How often do you feel isolated from others?” <br>Choices: <br>Hardly ever <br>Some of the time <br>Often | One of: <br>Hardly ever <br>Some of the time <br>Often | Text | ### personicle/personicle.csv | **Column name** | **Description** | **Range** | **Type of variable** | | :---------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :------------------: | | **timestamp** | Starting Epoch timestamp of the data segment. | - | Timestamp | | **activity\_level** | Average score of the physical activity set<br>We have 5 types of activities and they are scored from 0 to 4. Then activity level can be calculated based on the average of the frequency of each activity in five minute time frames. | - | Number | | **activity\_name** | Name of the current activity. | - | Text | | **sub\_activity\_name** | Name of the current Sub-activity. | - | Text | | **activity\_type** | Activity type extracted from Google activity detector. <br>Valid values:<br>IN\_VEHICLE<br>ON\_BICYCLE<br>ON\_FOOT<br>RUNNING<br>STILL<br>TILTING<br>UNKNOWN<br>WALKING | - | Text | | **activity\_previous\_event** | The name of the previous event which is the previous segment activity\_name of the same day. | - | Text | | **venue\_name** | The name of the venue the user is currently in which is extracted from google location service.<br>This field is only available upon request to protect participants’ privacy. | - | Text | | **venue\_name\_arrival** | The name of the destination venue extracted from google location service.<br>This field is only available upon request to protect participants’ privacy. | - | Text | | **venue\_name\_departure** | The name of the departure venue extracted from google location service.<br>This field is only available upon request to protect participants’ privacy. | - | Text | | **venue\_type** | The type of the venu extracted from Google location service. | - | Text | | **time\_band** | List of timebands the current segment is in.<br>0: 00:00 - 03:59<br>1: 04:00 - 07:59<br>2: 08:00 - 11:59<br>3: 12:00 - 15:59<br>4: 16:00 - 19:59<br>5: 20:00 - 23:59<br>example: \[1,2] | - | Text | | **major\_activity** | The name of the major activity done in the current segment based on extracted activity type from Google activity detector. <br>Valid values:<br>IN\_VEHICLE<br>ON\_BICYCLE<br>ON\_FOOT<br>RUNNING<br>STILL<br>TILTING<br>UNKNOWN<br>WALKING | - | Text | | **activity\_duration** | Indicates the qualitative activity duration:<br>very short<br>short<br>long<br>very long | - | Text | | **time\_window** | The 5 minutes-based indexing. Each 5 minutes is 1 index and one day has 288 5 minutes. | - | Text | | **step\_count** | Aggregated step count from the start of the day till the current segment timestamp. | - | Number | ## Code/Software The dataset has an additional Python file named ifh_affect.py. This file has two classes DataLoader and DataTransform. These classes provide some helper functions for loading and processing the dataset in Python.