cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wxzzby
title: Occurrence Download

description: A dataset containing 80190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "SpeciesKey is one of (Marrubium vulgare, Medicago lupulina, Phytolacca icosandra, Rosa rubiginosa, Rubus fruticosus, Rubus vestitus, Sambucus nigra, Ulex europaeus, Verbascum thapsus, Xanthium spinosum, Juncus effusus, Ricinus communis, Setaria pumila, Themeda triandra, Cynodon dactylon, Alopecurus myosuroides, Holcus lanatus, Poa annua, Centaurea calcitrapa, Lolium perenne, Opuntia monacantha, Physalis peruviana, Pinus pinaster, Koenigia campanulata, Adenanthera pavonina, Akebia trifoliata, Alocasia macrorrhizos, Ampelopsis glandulosa, Asparagus drepanophyllus, Asparagus setaceus, Asparagus umbellatus, Austrostipa ramosissima, Bambusa, Cardiospermum halicacabum, Carex leporina, Carpobrotus chilensis, Cenchrus alopecuroides, Cenchrus caudatus, Eucalyptus, Ficus microcarpa, Furcraea parmentieri, Furcraea selloa, Grevillea rosmarinifolia, Gunnera manicata, Hedera canariensis, Houttuynia cordata, Juglans mandshurica, Leersia hexandra, Leucaena leucocephala, Lolium arundinaceum, Lomatia fraseri, Luma apiculata, Megathyrsus maximus, Melaleuca quinquenervia, Miscanthus nepalensis, Morella faya, Opuntia, Paederia foetida, Passiflora apetala, Passiflora ligularis, Passiflora tripartita mollissima, Persicaria chinensis, Persicaria microcephala, Phyllostachys, Pilosella officinarum, Pilosella piloselloides, Pinus monticola, Pinus uncinata, Pinus thunbergii, Pistia stratiotes, Pomaderris kumeraho, Potamogeton perfoliatus, Prunus lusitanica, Prunus sargentii, Reynoutria bohemica, Rubus armeniacus, Rubus leptothyrsos, Schefflera actinophylla, Schinus terebinthifolia, Selaginella martensii, Selaginella uncinata, Sesbania punicea, Thinopyrum obtusiflorum, Vincetoxicum nigrum, Rubus ellipticus, Harmonia axyridis, Reynoutria multiflora, Tetranychus evansi, Symplegma brakenhielmi, Metapenaeus bennettae, Theora lubrica, Mahonia oiwakensis, Trichoglossus haematodus, Eolophus roseicapilla, Platycercus eximius)",
 "Year 2010-2025"
 ]
}

 The dataset includes 80190 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003482-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txpfb9
title: Occurrence Download

description: A dataset containing 28182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suillus luteus"
 ]
}

 The dataset includes 28182 records from 369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003497-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66fmf5
title: Occurrence Download

description: A dataset containing 29193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zantedeschia aethiopica"
 ]
}

 The dataset includes 29193 records from 482 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003496-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17460113
title: Resultados de Formulários

description: As planilhas contém resultados de sobre formulários de avaliação.
DOI: 10.5281/zenodo.17460114
title: Resultados de Formulários

description: As planilhas contém resultados de sobre formulários de avaliação.
DOI: 10.15468/dl.yvqzsa
title: Occurrence Download

description: A dataset containing 1198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rangifer tarandus caribou"
 ]
}

 The dataset includes 1198 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003499-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgja2c
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bipalium pennsylvanicum"
 ]
}

 The dataset includes 238 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003501-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr84y7
title: Occurrence Download

description: A dataset containing 26737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calotropis procera"
 ]
}

 The dataset includes 26737 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003503-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pvynr
title: Occurrence Download

description: A dataset containing 2412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is NMNZ",
 {
 "not" : {
 "DatasetKey" : [
 "is WELT Herbarium at Museum of New Zealand Te Papa Tongarewa"
 ]
 }
 }
 ]
}

 The dataset includes 2412 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003504-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzv8h5
title: Occurrence Download

description: A dataset containing 24615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha gossypiifolia"
 ]
}

 The dataset includes 24615 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003505-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57761/tajs-3b70
title: Medicare 20% [2018-2020] MD-PPAS

description: This dataset page includes some of the tables from the Medicare Data in PHS's possession. Other Medicare tables are included on other dataset pages on the PHS Data Portal. Depending upon your research question and your DUA with CMS, you may only need tables from a subset of the Medicare dataset pages, or you may need tables from all of them.



The location of each of the Medicare tables (i.e. a chart of which tables are included in each Medicare dataset page) is shown [here](<https://docs.google.com/spreadsheets/d/1C7EuUD-D-2K8eWD9aECAyk1B0itecp7fvev9zRZMEgw/edit?usp=sharing>).


description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**support@stanfordphs.freshdesk.com** for approval prior to journal submission.



We will check your cell sizes and citations.



For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core
DOI: 10.57761/67t8-9d86
title: Medicare 20% [2019-2020] MedPAR

description: This dataset page includes some of the tables from the Medicare Data in PHS's possession. Other Medicare tables are included on other dataset pages on the PHS Data Portal. Depending upon your research question and your DUA with CMS, you may only need tables from a subset of the Medicare dataset pages, or you may need tables from all of them.

The location of each of the Medicare tables (i.e. a chart of which tables are included in each Medicare dataset page) is shown [here](<https://docs.google.com/spreadsheets/d/1C7EuUD-D-2K8eWD9aECAyk1B0itecp7fvev9zRZMEgw/edit?usp=sharing>).


description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**support@stanfordphs.freshdesk.com** for approval prior to journal submission.



We will check your cell sizes and citations.



For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core
DOI: 10.57761/rcys-2605
title: Medicare 20% [2019-2020] Part D

description: This dataset page includes some of the tables from the Medicare Data in PHS's possession. Other Medicare tables are included on other dataset pages on the PHS Data Portal. Depending upon your research question and your DUA with CMS, you may only need tables from a subset of the Medicare dataset pages, or you may need tables from all of them.

The location of each of the Medicare tables (i.e. a chart of which tables are included in each Medicare dataset page) is shown [here](<https://docs.google.com/spreadsheets/d/1C7EuUD-D-2K8eWD9aECAyk1B0itecp7fvev9zRZMEgw/edit?usp=sharing>).




description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**support@stanfordphs.freshdesk.com** for approval prior to journal submission.

We will check your cell sizes and citations.

For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core
DOI: 10.57761/pcf4-s007
title: Medicare 20% [2019-2020] ACO

description: None




description: This dataset page includes some of the tables from the Medicare Data in PHS's possession. Other Medicare tables are included on other dataset pages on the PHS Data Portal. Depending upon your research question and your DUA with CMS, you may only need tables from a subset of the Medicare dataset pages, or you may need tables from all of them.

The location of each of the Medicare tables (i.e. a chart of which tables are included in each Medicare dataset page) is shown [here](<https://docs.google.com/spreadsheets/d/1C7EuUD-D-2K8eWD9aECAyk1B0itecp7fvev9zRZMEgw/edit?usp=sharing>).


description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**support@stanfordphs.freshdesk.com** for approval prior to journal submission.



We will check your cell sizes and citations.

For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core


description: #Documentation  
[CMS](<https://resdac.org/glossary#23766>) has created a set of analytical files that contain data from the [Medicare Shared Saving Program](<https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Payment/sharedsavingsprogram/index.html>). There are two separate files in this data set:

- The Shared Savings Program Beneficiary-Level Research Identifiable File (RIF)
- The Shared Savings Program Provider-Level RIF

<!-- -->
DOI: 10.57761/xg2t-1343
title: Medicare 20% [2019-2020] Enrollment/Summary

description: This dataset page includes some of the tables from the Medicare Data in PHS's possession. Other Medicare tables are included on other dataset pages on the PHS Data Portal. Depending upon your research question and your DUA with CMS, you may only need tables from a subset of the Medicare dataset pages, or you may need tables from all of them.

The location of each of the Medicare tables (i.e. a chart of which tables are included in each Medicare dataset page) is shown [here](<https://docs.google.com/spreadsheets/d/1C7EuUD-D-2K8eWD9aECAyk1B0itecp7fvev9zRZMEgw/edit?usp=sharing>).


description: #Before Manuscript Submission  
**All manuscripts** (and other items you'd like to publish) **must be submitted to**

**phsdatacore@stanford.edu** for approval prior to journal submission.

We will check your cell sizes and citations.

For more information about how to cite PHS and PHS datasets, please visit:

https:/phsdocs.developerhub.io/need-help/citing-phs-data-core
DOI: 10.57783/5met-ex22
title: MedPAR

description: Jingjing Shang, js4032@columbia.edu
description: This contains information about inpatient (IP) hospital and skilled nursing facility (SNF) stays that were covered by Medicare.
description: Researchers will need a DUA. Please click here for the file: [https://resdac.org/cms-data/files/medpar.](<https://resdac.org/cms-data/files/medpar>)


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2014-2020
DOI: 10.57783/hgk9-6b35
title: OASIS

description: Jingjing Shang, js4032@cumc.columbia.edu

description: Home Health Care patient assessment for all Medicare Patients.
description: Researchers will need a DUA. Please click here for the file: [https://resdac.org/cms-data/files/oasis.](<https://resdac.org/cms-data/files/oasis>)


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.




description: #Start and End Dates of Data  
2014-2020
DOI: 10.57783/kgrc-xy88
title: HHC Claims

description: Jingjing Shang, js4032@columbia.edu.
description: This contain FFS claims submitted by Medicare home health agency providers for reimbursement of home health covered services.
description: Researchers will need a DUA. Please click here for the file: [https://resdac.org/cms-data/files/hha-ffs.](<https://resdac.org/cms-data/files/hha-ffs>)


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student


description: #Start and End Dates of Data  
2018-2019
DOI: 10.57783/wtsy-h961
title: MBSF

description: Jingjing Shang, js4032@columbia.edu.
description: This includes beneficiary enrollment information, (A/B/C/D). Medicare Advantage (Part C) and the Prescription Drug Program (Part D) plan enrollment information is included.
description: Researchers will need a DUA. Please click here for the file: [https://resdac.org/cms-data/files/mbsf-base.](<https://resdac.org/cms-data/files/mbsf-base>)


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student




description: #Start and End Dates of Data  
2014-2020
DOI: 10.57783/q4ja-je74
title: HHC Agency Survey

description: Jingjing Shang, js4032@columbia.edu
description: National survey to collect infection prevention and control related policies and processes in home healthcare agencies.
description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2018-2019
DOI: 10.57783/ywgk-3r13
title: Encounter

description: Jingjing Shang, js4032@columbia.edu
description: The Medicare Inpatient (Encounter) file contains Medicare Advantage plan records for inpatient hospital stays.
description: Researchers will need a DUA. Please click here for the file: [https://resdac.org/cms-data/files/ip-encounter.](<https://resdac.org/cms-data/files/ip-encounter>)


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2018-2020
DOI: 10.57783/bc36-3r39
title: Healthcare Workforce; Nurse Practitioners; Health Disparities

description: Lusine Poghosyan, lp2475@columbia.edu 
description: 291 self-identified primary care nurse practitioners from New York State.
description: Researchers will need a Data Use Agreement (DUA).


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.




description: #Start and End Dates of Data  
2012-2012
DOI: 10.57783/ghc8-6c83
title: NP Practice and Work Environment

description: Lusine Poghosyan, lp2475@columbia.edu
description: This dataset contains 291 self-identified primary care nurse practitioners from New York State.
description: Researchers will need a DUA.


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2012
DOI: 10.57783/g9gc-xr73
title: Development & Validation of the NP Organizational Climate Questionnaire

description: Lusine Poghosyan, lp2475@columbia.edu
description: Researchers will need a DUA.




description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.




description: #Start and End Dates of Data  
2012
DOI: 10.57783/es97-hc35
title: Errors of Care Omission (ECOS)

description: Lusine Poghosyan, lp2475@columbia.edu
description: A total of 582 primary care providers in New York State completed and returned the survey: 397 nurse practitioners and 185 physicians.
description: DUA is needed. There is no cost to reuse the dataset.



The survey tool was tailored to collect relevant demographic information such as age, sex, education, race, and others. For example, physicians received a survey specific to medical education while the NPs received a survey inquiring about their nursing education. The survey also contained the 31-item Errors of Care Omission Survey (ECOS).



ECOS is the only known tool designed to measure certain omissions in primary care from the perspectives of PCPs, both physicians and NPs.30 ECOS is a 31-item self-report tool developed through extensive literature review, content analysis of existing tools, cognitive interviews with PCPs, and initial psychometric testing. It measures critical patient care tasks performed in a typical work week and asks PCPs to report within their practice the frequency of missing each item on a 5-point scale ranging from “very frequently” to “never” and includes a “not applicable” option. The items on ECOS are grouped into the following 4 subscales measuring the domains of omitted care:



(1) Self-Management Support Subscale (SMSS) includes 12 items measuring the provision of education and supportive interventions by PCPs to increase patients’ skills and confidence in managing their own health (e.g., Engage the patient in shared decision making”);



2) Follow-up Subscale (FUS) contains 5 items measuring the frequency at which PCPs follow-up with patients about their test results, referrals, or treatment plan (e.g., “Follow up if the patient completed the referral”);



3) Emotional Health Support Subscale (EHSS), encompasses 7 items measuring the frequency of emotional health support offered to patients and their families such as “addressing their emotional concerns” or “discussing their emotional well-being”;



4) Care Integration Subscale (CIS) with its 7 items measures integrated care for patients across various providers, facilities, and over time to assure patient-centered care (e.g., “Implement referrals to community organizations that offer resources to meet patient needs”).


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student




description: #Start and End Dates of Data  
2017
DOI: 10.57783/hwj0-yt38
title: Social Networks in Primary Care

description: Lusine Poghosyan, lp2475@columbia.edu
description: Social network data was collected from clinicians and staff in primary care practices. Respondents were asked to select individuals with whom they work during a typical week from a practice roster. After identifying the individuals that they work with during a typical week, survey participants answered a series of questions about each identified practice member. Questions included: the method and frequency of communication and how frequently respondents seek out their colleagues for knowledge, work-related support, social support, advice, problem solving, and trust (for task-completion and confidentiality). In each practice, one practice manager was selected to answer questions regarding the practice’s structural capabilities (e.g., reminder systems, disease registries) by completing the Primary Care Practice Site Survey designed and used by researchers on the study team. All participants were asked to provide demographic information (e.g., age, sex, race and ethnicity, etc.) as well as information on their education, professional credentials, years of experience, and length of time working in the practice.

653 primary care staff (providers, administrators, support staff, etc.) in 23 clinics across 3 institutions in 2 states (New York and Pennsylvania).
description: Researchers will need a Data Use Agreement (DUA). There is no cost to reuse the dataset.


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2021-2022
DOI: 10.57783/n4zh-e153
title: Racial and Ethnic Disparities in Chronic Disease Outcomes and NP Practice

description: Lusine Poghosyan, lp2475@columbia.edu
description: Researchers will need a DUA. There is no cost to reuse the dataset.


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student




description: #Start and End Dates of Data  
2018-2019
DOI: 10.57783/b6m5-v159
title: National Inpatient Sample

description: Alexander Friedman, amf2104@cumc.columbia.edu
description: Nationally representative hospital discharge data.
description: IRB approvals and Researchers will need a DUA. There is no cost.


description: #Collaboration Notes  
I am open to new collaborations, but I am not open to supporting a doctoral student.


description: #Start and End Dates of Data  
1998-2020
DOI: 10.57783/ewj1-ph71
title: National Readmissions Database

description: Alexander Friedman, amf2104@cumc.columbia.edu
description: Inpatient discharge data linked within states within a given year.
description: IRB approvals and Researchers will need a DUA. There is no cost to reuse.


description: #Collaboration Notes  
I am open to new collaborations, but I am not open to supporting a doctoral student.


description: #Start and End Dates of Data  
2010-2020
DOI: 10.57783/1hv6-md71
title: United States Natality Data

description: Alexander Friedman, amf2104@cumc.columbia.edu.
description: Publicly available data.
description: Nothing needed, can be downloaded. There is no cost.


description: #Collaboration Notes  
I am open to new collaborations, but I am not open to supporting a doctoral student.


description: #Start and End Dates of Data  
2010-2021
DOI: 10.57783/ngd5-8224
title: MarketScan

description: Alexander Friedman, alexander.friedman@gmail.com
description: Longitudinal payer data.
description: I don't believe DUA is required. There is no cost.




description: #Collaboration Notes  
I am open to new collaborations, but I am not open to supporting a doctoral student.


description: #Start and End Dates of Data  
2014-2020
DOI: 10.57783/17v6-y979
title: NY SPARCS

description: May Hua, mh2633@cumc.columbia.edu
description: Administrative data from all inpatient and outpatient stays in New York State hospitals.
description: Fill out a DUA. There is no cost to reuse.


description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2008-2019
DOI: 10.57783/jwgz-tq60
title: Premier Databases

description: Alexander Friedman, amf2104@cumc.columbia.edu.
description: Patient data contributed by hospitals.
description: DUA may be required. There is no cost.


description: #Collaboration Notes  
I am open to new collaborations, but I am not open to supporting a doctoral student.


description: #Start and End Dates of Data  
2012-2020
DOI: 10.57783/1jr7-xc32
title: National Palliative Care Registry

description: May Hua, mh2633@cumc.columbia.edu
description: Voluntary survey of palliative care programs in the U.S. that contains variables about their operating characteristics.
description: #Collaboration Notes  
I am open to new collaborations AND I am open to supporting a doctoral student.


description: #Start and End Dates of Data  
2008-2019