cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16669375
title: facial EMG primary data

description: Folder structure:<br>touchcomm-psci/data/primary/<br><br>femg_expt1-exported-txt/<br>+ txt files exported from Biopac AcqKnowledge, e.g. "T03_R85.txt"+ "channel-labels.csv" indicates the channel for each participant/muscle+ "role-labels.csv" indicates the participants' roles in the communication task<br>femg_expt1-video-timing-sync-txt/+ txt files indicating the touch onset time from video data relative to the sync signal in the femg files, e.g. "T03_R85_time_sync_video.txt"<br>
DOI: 10.6084/m9.figshare.16669663
title: facial EMG processed data

description: Folder structure:<br>touchcomm-psci/data/processed/<br>+ femg-02_artifacts-labelled.csv<br>+ femg-03_binned-100ms-clean.csv<br>+ femg-05_ML-predictions-output.txt<br>+ femg-04_cleaned-time-selected/+ + one file for each role/muscle combination, e.g. "fEMG_clean_rcor_0to4sec_100ms-binned.csv"<br>+ femg-01_aligned/+ + one file for each session, e.g. "T03_R85_femg_aligned.csv"<br>
DOI: 10.6084/m9.figshare.16669684
title: Supplementary Material for: Validation of Self-Monitoring Devices Supporting Sodium Intake Reduction: An Experimental Feeding Study Using Standardized Low-Salt and High-Salt Meals among Healthy Japanese Volunteers

description: <b><i>Introduction:</i></b> Although several approaches for approximating daily Na intake and the Na/K ratio using casual urine are available, the most useful method remains unclear during daily practice and at home. <b><i>Methods:</i></b> Twenty-seven participants measured their casual urinary Na/K ratio repeatedly using a Na/K ratio monitor and also measured overnight urine once daily using a monitoring device which delivers on-site feedback to estimate their salt intake under unrestricted, low-salt (LS) (6 g/day), and high-salt (HS) (12 g/day) diets. <b><i>Results:</i></b> The monitoring method utilizing overnight urine to estimate daily Na remained insensitive, resulting in significant overestimation during the LS diet and underestimation during the HS diet periods; estimated salt intake during the LS and HS diet periods plateaued at 7–8 g/day and 9–10 g/day within 3 day; mean estimated salt intake was 11.3 g/day, 7.9 g/day, and 9.8 g/day on the last day of the unrestricted, LS, and HS diets; the coefficient of variation (CV) of the estimated Na intake was 0.23 and 0.17 in the latter half of the low- and high-salt diet periods, respectively. The mean urinary Na/K molar ratio was 5.6, 2.5, and 5.3 on the last day of the unrestricted, LS, and HS diets; the CV of the daily mean Na/K ratio was 0.41 and 0.36 in the latter half of the LS and HS diet periods, respectively. The urinary Na/K ratio during the LS and HS diet periods plateaued within 2 days. The monitoring method based on the daily mean of the casual urinary Na/K ratio reflected the actual change in Na intake, and the estimated value tracked the actual changes in salt intake with smaller difference than the overnight urine estimates when using the estimation coefficient set at 2; estimated salt intake during the LS and HS diet periods plateaued at 5–6 g/day and 10–12 g/day within 2–3 day; mean estimated salt intake was 11.0 g/day, 5.7 g/day, and 10.7 g/day on the last day of the unrestricted, LS, and HS diets, respectively. <b><i>Discussion/Conclusion:</i></b> Estimates of daily Na intake derived from overnight urine may remain insensitive during dietary interventions. The urinary Na/K ratio reflects the actual change in Na intake during dietary modification and may serve as a practical marker, particularly during short-term interventions. Conversion from the urinary Na/K ratio to estimated salt intake may be useful, if the coefficient was set appropriate by further investigations.
DOI: 10.6084/m9.figshare.16669684.v1
title: Supplementary Material for: Validation of Self-Monitoring Devices Supporting Sodium Intake Reduction: An Experimental Feeding Study Using Standardized Low-Salt and High-Salt Meals among Healthy Japanese Volunteers

description: <b><i>Introduction:</i></b> Although several approaches for approximating daily Na intake and the Na/K ratio using casual urine are available, the most useful method remains unclear during daily practice and at home. <b><i>Methods:</i></b> Twenty-seven participants measured their casual urinary Na/K ratio repeatedly using a Na/K ratio monitor and also measured overnight urine once daily using a monitoring device which delivers on-site feedback to estimate their salt intake under unrestricted, low-salt (LS) (6 g/day), and high-salt (HS) (12 g/day) diets. <b><i>Results:</i></b> The monitoring method utilizing overnight urine to estimate daily Na remained insensitive, resulting in significant overestimation during the LS diet and underestimation during the HS diet periods; estimated salt intake during the LS and HS diet periods plateaued at 7–8 g/day and 9–10 g/day within 3 day; mean estimated salt intake was 11.3 g/day, 7.9 g/day, and 9.8 g/day on the last day of the unrestricted, LS, and HS diets; the coefficient of variation (CV) of the estimated Na intake was 0.23 and 0.17 in the latter half of the low- and high-salt diet periods, respectively. The mean urinary Na/K molar ratio was 5.6, 2.5, and 5.3 on the last day of the unrestricted, LS, and HS diets; the CV of the daily mean Na/K ratio was 0.41 and 0.36 in the latter half of the LS and HS diet periods, respectively. The urinary Na/K ratio during the LS and HS diet periods plateaued within 2 days. The monitoring method based on the daily mean of the casual urinary Na/K ratio reflected the actual change in Na intake, and the estimated value tracked the actual changes in salt intake with smaller difference than the overnight urine estimates when using the estimation coefficient set at 2; estimated salt intake during the LS and HS diet periods plateaued at 5–6 g/day and 10–12 g/day within 2–3 day; mean estimated salt intake was 11.0 g/day, 5.7 g/day, and 10.7 g/day on the last day of the unrestricted, LS, and HS diets, respectively. <b><i>Discussion/Conclusion:</i></b> Estimates of daily Na intake derived from overnight urine may remain insensitive during dietary interventions. The urinary Na/K ratio reflects the actual change in Na intake during dietary modification and may serve as a practical marker, particularly during short-term interventions. Conversion from the urinary Na/K ratio to estimated salt intake may be useful, if the coefficient was set appropriate by further investigations.
DOI: 10.3886/e136061
title: Code for: "Jobs for Sale: Corruption and Misallocation in Hiring"

description: Corrupt government hiring is common in developing countries. This paper uses original data to document the operation and consequences of corrupt hiring in a health bureaucracy. Hires pay bribes averaging 17 months of salary, but contrary to conventional wisdom, their observable quality is comparable to counterfactual merit-based hires. Exploiting variation across jobs, I show that the consequences of corrupt allocations depend on the correlation between wealth and quality among applicants: service delivery outcomes are good for jobs where this was positive and poor when negative. In this setting, the parameter was typically positive, leading to relatively good performance of hires.
description: Community health workers in study area.
DOI: 10.3886/e136061v1
title: Code for: "Jobs for Sale: Corruption and Misallocation in Hiring"

description: Corrupt government hiring is common in developing countries. This paper uses original data to document the operation and consequences of corrupt hiring in a health bureaucracy. Hires pay bribes averaging 17 months of salary, but contrary to conventional wisdom, their observable quality is comparable to counterfactual merit-based hires. Exploiting variation across jobs, I show that the consequences of corrupt allocations depend on the correlation between wealth and quality among applicants: service delivery outcomes are good for jobs where this was positive and poor when negative. In this setting, the parameter was typically positive, leading to relatively good performance of hires.
description: Community health workers in study area.
DOI: 10.5517/ccdc.csd.cc1qcfvc
title: CCDC 1589923: Experimental Crystal Structure Determination

description: Related Article: Pennathur Gautam, Aravind Selvaram Thirunavukarasu|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc25x63f
title: CCDC 2023094: Experimental Crystal Structure Determination

description: Related Article: Yuan Guan, Li-Ping Cui, Kai Yu, Jing-Hua Lv, Yan-Feng Deng, Chun-Mei Wang, Bai-Bin Zhou|2020|J.Solid State Chem.|292|121707|doi:10.1016/j.jssc.2020.121707
DOI: 10.3886/e139041
title: Code for: Neighborhood-Based Information Costs

description: This is the code to generate the figures found in "Neighborhood-Based Information Costs."
DOI: 10.3886/e139041v1
title: Code for: Neighborhood-Based Information Costs

description: This is the code to generate the figures found in "Neighborhood-Based Information Costs."
DOI: 10.6084/m9.figshare.13386314
title: Sequencing data from: "A comparison of visual observation and DNA metabarcoding to assess the diet of juvenile sea turtle Caretta caretta in the French Mediterranean Sea"

description: Miseq sequence files (R1 and R2) and files conatining the sample names, the associated tags and the primers sequences.<br>
DOI: 10.3886/e150701
title: When teacher enthusiasm is authentic or inauthentic

description: Recently it was proposed that teacher enthusiasm encompasses both an experienced as well as a behaviorally displayed component. Aiming to validate this proposition, the present study utilized lesson diaries to explore patterns of teacher-reported experienced enthusiasm and student-reported enthusiastic teaching behaviors, and investigate whether those patterns were related to students’ enjoyment and boredom. Findings imply that the two enthusiasm components do not always co-occur. Four lesson profiles were identified: (1) experienced enthusiasm and enthusiastic teaching coinciding at a high level, (2) teachers reporting high levels of experienced enthusiasm but not being perceived as enthusiastic, (3) teachers being perceived as enthusiastic, but not reporting high levels of experienced enthusiasm, and (4) low levels of experienced enthusiasm and enthusiastic teaching. The first pattern was superior to the other profiles regarding students’ emotions. Study findings are discussed with respect to teachers’ emotional well-being and teaching effectiveness. <br><br><br><br><br>
DOI: 10.3886/e150701v1
title: When teacher enthusiasm is authentic or inauthentic

description: Recently it was proposed that teacher enthusiasm encompasses both an experienced as well as a behaviorally displayed component. Aiming to validate this proposition, the present study utilized lesson diaries to explore patterns of teacher-reported experienced enthusiasm and student-reported enthusiastic teaching behaviors, and investigate whether those patterns were related to students’ enjoyment and boredom. Findings imply that the two enthusiasm components do not always co-occur. Four lesson profiles were identified: (1) experienced enthusiasm and enthusiastic teaching coinciding at a high level, (2) teachers reporting high levels of experienced enthusiasm but not being perceived as enthusiastic, (3) teachers being perceived as enthusiastic, but not reporting high levels of experienced enthusiasm, and (4) low levels of experienced enthusiasm and enthusiastic teaching. The first pattern was superior to the other profiles regarding students’ emotions. Study findings are discussed with respect to teachers’ emotional well-being and teaching effectiveness. <br><br><br><br><br>
DOI: 10.6084/m9.figshare.13386314.v1
title: Sequencing data from: "A comparison of visual observation and DNA metabarcoding to assess the diet of juvenile sea turtle Caretta caretta in the French Mediterranean Sea"

description: Miseq sequence files (R1 and R2) and files conatining the sample names, the associated tags and the primers sequences.<br>
DOI: 10.6084/m9.figshare.16669279
title: 739_sc_counts.csv

description: The data set "739_sc_counts.csv" contains full-quantile normalised gene expression data of selected 739 CD4+ T cells from blood sample of 4 Celiac disease patients. CD4+ T cells were sorted by HLA-DQ-gluten tetramers carrying four immunodominant gluten epitopes, denoted as "Tet+T" in column "specificity" in meta data (739_sc_metadata.csv). All single cell libraries were constructed following SmartSeq2 and sequenced on Illumina NextSeq 500.<br>
DOI: 10.3886/e140662v1
title: Data and Code for: The Effect of High-Tech Clusters on the Productivity of Top Inventors

description: The high-tech sector is increasingly concentrated in a small number of cities. I use longitudinal data on 109,846 inventors to quantify the productivity advantages of Silicon-Valley style clusters. <br>I find significant productivity gains from geographical agglomeration. When an inventor moves to a city with a larger cluster of inventors in the same field, she experiences a significant increase in the number and quality of patents produced. A case study based on an exogenous shock to Rochester’s high tech cluster confirms the magnitude of agglomeration benefits. The agglomeration of inventors generates sizable gains in the aggregate number of patents produced in the US.
DOI: 10.5281/zenodo.5524161
title: Landslide Susceptibility in the North Tanganyika-Kivu Rift Region

description: The map is derived from the ensemble landslide susceptibility model as presented in the paper entitled "The added value of a regional landslide susceptibility assessment: The western branch of the East African Rift". This work was published in Geomorphology (https://doi.org/10.1016/j.geomorph.2019.106886). Refer to this paper when using this map. The map covers parts of the eastern DRC, Rwanda, and Burundi. The map is provided in .tif format and displays values between 0 (low susceptibility) and 1000 (high susceptibility). The coordinate reference system is EPSG:4326 - WGS84.
DOI: 10.5281/zenodo.5524160
title: Landslide Susceptibility in the North Tanganyika-Kivu Rift Region

description: The map is derived from the ensemble landslide susceptibility model as presented in the paper entitled "The added value of a regional landslide susceptibility assessment: The western branch of the East African Rift". This work was published in Geomorphology (https://doi.org/10.1016/j.geomorph.2019.106886). Refer to this paper when using this map. The map covers parts of the eastern DRC, Rwanda, and Burundi. The map is provided in .tif format and displays values between 0 (low susceptibility) and 1000 (high susceptibility). The coordinate reference system is EPSG:4326 - WGS84.
DOI: 10.6084/m9.figshare.16669735
title: communication task private data

description: Raw data files for communication task, produced by custom experiment control script (python). <br><br>Folder structure:<br>touchcomm-psci/data/private/<br>comm_expt1-raw/<br>+ 2017-08-09 to 2017-10-18<br><br>comm_expt2-raw/<br>+ 2017-11-06 to 2017-12-22<br>comm_expt3-raw/+ 2018-01-31 to 2018-03-19<br>comm_expt4-raw/+ 2018-03-22 to 2018-04-12<br>
DOI: 10.6084/m9.figshare.16669762
title: communication task primary data

description: Touch communication task data. These files are collated from raw data, removing potentially identifying information and combining data across sessions, but preserving individual responses, i.e. the data are *almost* raw. <br><br>Folder structure:<br>touchcomm-psci/data/primary/<br>+ comm_expt1-collated.csv+ comm_expt2-collated.csv+ comm_expt3-collated.csv+ comm_expt4-collated.csv<br>
DOI: 10.6084/m9.figshare.14247386
title: Construct validity, ecological validity and acceptance of self-administered online neuropsychological assessment in adults

description: <b>Objective:</b> The goal of this project was to explore the initial psychometric properties (construct and ecological validity) of self-administered online (SAO) neuropsychological assessment (using the www.testmybrain.org platform), compared to traditional testing, in a clinical sample, as well as to evaluate participant acceptance. SAO assessment has the potential to expand the reach of in-person neuropsychological assessment approaches. <b>Method:</b> Counterbalanced, within-subjects design comparing SAO performance to in-person performance in adults with diabetes with and without Chronic Kidney Disease (CKD). Forty-nine participants completed both assessment modalities (type 1 diabetes N = 14, type 2 diabetes N = 35; CKD N = 18). <b>Results:</b> Associations between SAO and analogous in-person tests were adequate to good (r = 0.49-0.66). Association strength between divergent cognitive tests did not differ between SAO versus in-person tests. SAO testing was more strongly associated with age than in-person testing (age R<sup>2</sup>=0.54 versus 0.23), while prediction of education, HbA1c, and estimated glomerular filtration rate (eGFR) did not differ significantly between test modalities (education R<sup>2</sup>=0.37 versus 0.30; HbA1c R<sup>2</sup>=0.20 versus 0.12; eGFR R<sup>2</sup> = 0.41 versus 0.33). Associations with measures of everyday functioning were also similar (Functional Activities Questionnaire R<sup>2</sup>=0.08 versus 0.07; Neuro-QoL R<sup>2</sup>=0.14 versus 0.16; Diabetes Self-Management Questionnaire R<sup>2</sup>=0.19 versus 0.19). <b>Conclusions:</b> The selected SAO neuropsychological tests had acceptable construct validity (including divergent, convergent, and criterion-related validity), and similar ecological validity to that of traditional testing. These SAO assessments were acceptable to participants and appear appropriate for use in research applications, although further research is needed to better understand the strengths and weaknesses in other clinical populations.
DOI: 10.6084/m9.figshare.14247386.v1
title: Construct validity, ecological validity and acceptance of self-administered online neuropsychological assessment in adults

description: <b>Objective:</b> The goal of this project was to explore the initial psychometric properties (construct and ecological validity) of self-administered online (SAO) neuropsychological assessment (using the www.testmybrain.org platform), compared to traditional testing, in a clinical sample, as well as to evaluate participant acceptance. SAO assessment has the potential to expand the reach of in-person neuropsychological assessment approaches. <b>Method:</b> Counterbalanced, within-subjects design comparing SAO performance to in-person performance in adults with diabetes with and without Chronic Kidney Disease (CKD). Forty-nine participants completed both assessment modalities (type 1 diabetes N = 14, type 2 diabetes N = 35; CKD N = 18). <b>Results:</b> Associations between SAO and analogous in-person tests were adequate to good (r = 0.49-0.66). Association strength between divergent cognitive tests did not differ between SAO versus in-person tests. SAO testing was more strongly associated with age than in-person testing (age R<sup>2</sup>=0.54 versus 0.23), while prediction of education, HbA1c, and estimated glomerular filtration rate (eGFR) did not differ significantly between test modalities (education R<sup>2</sup>=0.37 versus 0.30; HbA1c R<sup>2</sup>=0.20 versus 0.12; eGFR R<sup>2</sup> = 0.41 versus 0.33). Associations with measures of everyday functioning were also similar (Functional Activities Questionnaire R<sup>2</sup>=0.08 versus 0.07; Neuro-QoL R<sup>2</sup>=0.14 versus 0.16; Diabetes Self-Management Questionnaire R<sup>2</sup>=0.19 versus 0.19). <b>Conclusions:</b> The selected SAO neuropsychological tests had acceptable construct validity (including divergent, convergent, and criterion-related validity), and similar ecological validity to that of traditional testing. These SAO assessments were acceptable to participants and appear appropriate for use in research applications, although further research is needed to better understand the strengths and weaknesses in other clinical populations.
DOI: 10.5519/qd.3dqrdjue
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (225 records)
DOI: 10.25592/uhhfdm.9603
title: The Impact of COVID-19 On Blood Donations

description: During a crisis society calls for individuals to take prosocial actions that promote crisis management. Indeed, individuals show higher willingness to help after a disaster. The COVID-19 pandemic, however, presents significant differences, as it’s a long-term crisis that affects every individual, and poses a direct health threat. Therefore, we propose that the pandemic negatively affects willingness to help, specifically blood donation intentions. It requires a high level of willingness to donate blood beyond the crisis outbreak, as more blood is needed when postponed surgeries resume. When comparing blood donation intentions from a pre-pandemic study to results from a six-wave (bi-weekly) panel study conducted during the first pandemic phase (April to June 2020) in Germany, we find lower blood donation intentions, especially in the medium and long term. While active donors show increased awareness of ability and eligibility to donate at the beginning of the pandemic compared to pre-pandemic, they feel significantly less able to donate as the pandemic progresses. The perceived ability to donate of inactive donors significantly decreases in the pandemic phase compared to the pre-pandemic phase. Crucially, both active and inactive donors feel less responsible and less morally obliged to donate, leading to an overall negative pandemic effect on blood donation intentions. The COVID-19 pandemic compromises blood donations endangering the life-saving blood supply. These alarming results offer evidence-based grounds for practical implications on driving donations in the event of a pandemic.
DOI: 10.6073/pasta/15584f18f0fece6e39b568ab2ecc061c
title: Geospatial data for Luquillo Mountains, Puerto Rico: Mean annual precipitation, elevation, watershed outlines, and rain gage locations

description: These geospatial data sets were developed as part of a new analysis of all known current and historical rain gages in the Luquillo Mountains, Puerto Rico published in the journal article Murphy, S.F., Stallard, R.F., Scholl, M.A., Gonzalez, G., and Torres-Sanchez, A.J., 2017, Reassessing rainfall in the Luquillo Mountains, Puerto Rico: Local and global ecohydrological implications: PLOS One 12(7): e0180987, p. 1-26, https://doi.org/10.1371/journal.pone.0180987. That article provides a revised map of mean annual precipitation developed using elevation regression functions and residual interpolation, and that map is presented here in a raster file. Most previous forest- and watershed-wide estimates of precipitation (and evapotranspiration, as inferred by a water balance) have assumed that precipitation increases consistently with elevation in the Luquillo Mountains; therefore, precipitation in leeward Luquillo watersheds has been overestimated by up to 40%.Because the Luquillo Mountains often serve as a wet tropical archetype in global assessments of basic ecohydrological processes, these revised estimates are relevant to regional and global assessments of runoff efficiency, hydrologic effects of reforestation, geomorphic processes, and climate change.
DOI: 10.5281/zenodo.5516701
title: Where is Region 1 field-aligned current generated?

description: This contains the original simulation data used by the paper 'Where is Region 1 field-aligned current generated?', which will appear in Journal of Geophysical Research - Space Physics. The data were obtained by the global MHD simulation (REPPU) with Level 6. The VTK file (Visualization Tookkit format) contains the physical variables in the magnetosphere at t = 244. 8 min as plasma pressure (P in nPa), velocity vector (V in km/s), current density vector (J in nA/m2), magnetic field vector (B in nT). The VTK file can be opened by Visualization Toolkit, and 3-D visualization software packages "VisIT", and "ParaView". The ASCII file named packet-position.txt includes a list of the position of the packet traced backward in time from the position P'.