Mobile Data Dictionaries and Data Models

Summary

This article is a listing of data dictionaries and data models for datasets that utilize mobile data (wearables, mobile apps, surveys, smartwatch apps, phone sensors, and more).

 

Details

Data Model Summary Data Model Description Website Docs Domain Device Brand / Model Data Platform
Apple HealthKit Data Types HealthKit provides a central repository for health and fitness data on iPhone and Apple Watch. With the user’s permission, apps communicate with the HealthKit store to access and share this data. The Data Types documents specify the kind of data used in HealthKit. Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Environmental Data, Motion Data, Mood Data Apple Apple
Fitbit Web API Data Dictionary and API reference for Fitbit health and fitness data. "Fitbit provides a set of public Web APIs that developers may use to retrieve Fitbit user data collected by the Fitbit trackers & smartwatches, Aria & Aria 2 scales, and manually entered log data." Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Motion Data, Mood Data Fitbit Fitbit
Intern Health Study Mobile Data Dictionary IHS mobile data dictionary, with mood and Fitbit-specific data. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Mood Data, Activity Data, Heart Rate Data Fitbit Unknown
Intern Health Study ICPSR Data Dictionary IHS survey data dictionary. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Survey Data None Unknown
Intern Health Study Intern year cohort survey data IHS survey data dictionary. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Survey Data None Unknown
Intern Health Study Annual cohort survey data IHS survey data dictionary. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Survey Data None Unknown
Intern Health Study COVID-19 survey data IHS survey data dictionary. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Survey Data None Unknown
Intern Health Study 2019 weekly schedule survey data  IHS survey data dictionary. The Intern Health Study is a "prospective multi-center study investigates the interplay between genes and stress in the development of depression." Study Website Dataset Docs Survey Data None Unknown
Michigan Medicine Data Asset Catalog HITS-maintained list of data assets at Michigan Medicine. "The Michigan Medicine Data Asset Catalog describes datasets stewarded and managed by members of the Michigan Medicine community." Michigan Medicine Level-2 (@med.umich.edu) credentials requried. Study Website Dataset Docs Clinical Data, Administrative Data None Epic, Oracle, Tableau, Microsoft Power BI, Others
U-M ITS Data Warehouse - Data Areas and Data Dictionaries ITS-maintained list of data assets at the U-M Data Warehouse. Study Website Dataset Docs Administrative Data, Survey Data, Educational Data None SAP BusinessObjects
PROMPT Study Data Dictionary for PROMPT study. The purpose of the "Providing Mental Health Precision Treatment" (PROMPT) research study is to learn how we can improve current treatment to help manage mental health. The data available through the PROMPT study is gathered from study participants' mobile fitness devices, FitBit and HealthKit (Apple watch).  Available data includes information about study participants' activities, weight, calories, heart rates, sleep and more. U-M Level-1 (@umich.edu) credentials required. Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data Apple iPhone, Apple HealthKit, Fitbit Charge MyDataHelps
MiPACT Study ​​​The Michigan Predictive Activity and Clinical Trajectories  (MIPACT) project is studying the relationship between disease, daily quality of life, and healthcare services. The following data types are being collected and evaluated: Electronic health records (EHR);  participant survey data;  genetic information;  blood pressure measurements;  Apple Watch activity and clinical data. U-M Level-1 (@umich.edu) credentials required. Study Website Dataset Docs Clinical Data, Activity Data, Survey Data, Health Data, Biospecimen Data, Genetic Data Apple Watch, Apple HealthKit, Omron Evolv Wireless Blood Pressure Monitor MyDataHelps, Apple, Omron
Precision Health Analytics Platform Documentation - Data Dictionaries Data Dictionaries for different datasets available at Precicion Health. . U-M Level-1 (@umich.edu) credentials required. Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data, Health Data, Biospecimen Data, Genetic Data, Administrative Data, Demographic Data Apple, Fitbit, Custom Apps MyDataHelps, DataDirect
Prechter Bipolar Research Group Survey Data Dictionary for Prechter research studies, including the Heinz C. Prechter Longitudinal Study of Bipolar Disorder. Study Website Dataset Docs Survey Data None AWS
University of Michigan Medical School Central Biorepository - Inventory Partial Data Dictionary for Central Biorepository viewable through a public Tableau dashboard by clicking Download -> Data -> Full Data. "The Central Biorepository (CBR), a unit of the University of Michigan Medical School Office of Research, facilitates discovery and improves healthcare outcomes by providing high-quality, highly annotated biospecimens donated for basic, clinical, and translational research." Full data is available through DataDirect. Study Website Dataset Docs Biospecimen Data, Demographic Data None DataDirect
U-M Library Deep Blue Data Data Catalog for Deep Blue repositories. "Deep Blue Data is a repository offered by the University of Michigan Library that provides access and preservation services for digital research data that were developed or used in the support of research activities at U-M." U-M Level-1 (@umich.edu) credentials required. Study Website Dataset Docs Demographic Data, Clinical Data, Health Data, Research Data None None
CareEvolution Bulk Data API CareEvolution / RKStudio bulk data API. Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data, Health Data, Biospecimen Data, Genetic Data, Administrative Data, Demographic Data, Research Data CareEvolution, RKStudio MyDataHelps, RKStudio
Fitabase Data Resolutions Fitabase documentation on what data resolutions are available (e.g. hourly, daily, etc.) Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data, Health Data, Administrative Data, Demographic Data, Research Data Fitabase, Apple, Fitbit, Garmin Fitabase
Fitabase Data Dictionaries Fitabase documentation on what data fields and derived measures are available for each device type. Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data, Health Data, Administrative Data, Demographic Data, Research Data Fitabase, Apple, Fitbit, Garmin Fitabase
U-M Caswell Diabetes Institute - Glucose Time Series Model (In progress; see Glooko API) Study Website Dataset Docs Health Data, Biospecimen Data, Survey Data, Activity Data Dexcom, Abbott, Medtronic, Senseonics, Others Glooko
All Of Us Research Program - Fitbit Health Data Dictionary All Of Us study data dictionary - Fitbit health data. Study Website Dataset Docs Activity Data Fitbit Unknown
All Of Us Research Program - Demographics (The Basics) Survey All Of Us study data dictionary - Demographics data. Study Website Dataset Docs Demographic Data, Survey Data None None
ABCD Youth Fitbit Daily Physical Activity Summaries Data Dictionary for ABCD Study Youth Fitbit Daily Physical Activity. "The [Adolescent Brain Cognitive Development] ABCD Study® is the largest long-term study of brain development and child health in the United States." Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Demographic Data, Survey Data Fitbit Fitabase
The National Institute of Mental Health Data Archive Combined data dictionary for NDA mental health research. "The National Institute of Mental Health Data Archive (NDA) makes available human subjects data collected from hundreds of research projects across many scientific domains. NDA provides infrastructure for sharing research data, tools, methods, and analyses enabling collaborative science and discovery. De-identified human subjects data, harmonized to a common standard, are available to qualified researchers." Study Website Dataset Docs Activity Data, Heart Rate Data, Sleep Data, Survey Data, Health Data, Biospecimen Data, Genetic Data, Administrative Data, Demographic Data, Research Data Fitbit, Others None
Glooko API Glooko is an integration platform and glucose remote monitoring and research platform that can collect data from connected glucose meters, including some CGM devices. The integrations stack and API documents the fields available for EHR integrations, Device API, and Lifestyle data (activity, blood pressure, etc. collected from other apps including Apple and Fitbit). Study Website Dataset Docs Health Data, Biospecimen Data, Survey Data, Activity Data Dexcom, Abbott, Medtronic, Senseonic, Others Glooko
University of Michigan API Directory A U-M enterprise service and catalog of APIs that can be used to access intitutional data and resources. U-M VPN or on-site network connection and Level-1 (@umich.edu) credentials required. Study Website Dataset Docs Administrative Data, Survey Data, Educational Data None Google Apigee
University of Michigan Medical School Data Warehouse (MSDW) "The Medical School Data Warehouse (MSDW) is an analytic collection of historical and commutative information from multiple sources designed for fast, understandable querying by business decision makers within the University of Michigan Medical School (UMMS)." Data domains include Student Admissions, Michigan Research Experts (MRE) Publications, Grants, Research Administration and Expenditures, HR, and Space Management, among others. Study Website Dataset Docs Administrative Data, Educational Data, Research Data, Publications Data None Oracle, SAP Business Objects

 

 

Notes

  • None.

 

Resources

  • None.

 

About the Author

Gabriel Mongefranco is a Mobile Data Architect at the University of Michigan Eisenberg Family Depression Center. Gabriel has over a decade of experience in data analytics, dashboard design, automation, back end software development, database design, middleware and API architecture, and technical writing.

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Details

Article ID: 10773
Created
Tue 8/29/23 6:54 PM
Modified
Fri 4/5/24 9:56 AM
Author(s)
Gabriel Mongefranco

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