https://www.bettycjung.net/Hcquality1.htm

Data Standards



HC Quality Index Page Data & Standards HC Quality Standards HC Quality Issues

Consumer Health Info Index


Data Quality


Big Data & Machine Learning

Machine Learning Big data in Health Care
Graphic source: JVP170174supp1_prod.pdf


Demographic Data Standards

Office of Management and Budget updated standards require only one question for race and ethnicity instead of the previous two-step question format. (April 2024)

Demographic data Standards
Graphic source: https://www.ctdata.org/blog/changes-to-the-federal-standards-race-ethnicity

US Census Race-Ethnicity data collection
Graphic source: https://www.census.gov/data-tools/demo/race/MREAD_1790_2010.html


Electronic Data Exchange/Standards

Big data in the Healthcare system
Graphic source: http://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/big-data-the-next-frontier-for-innovation


Electronic Medical Records
Patient Portals
Graphic source: https://www.healthyagingpoll.org/report/june-2018-report-logging-using-patient-portals-access-health-information

Genetic Databases

Health Data Breaches


Health Data Organizations

Health Data Resources

Health Data Standards


Health Data Standards - ICD-11

What's in ICD-11
Graphic source: https://www.who.int/health-topics/international-classification-of-diseases


Health Data Standards - ICD-10


Health Data Standards - AHRQ Quality Indicators and Resources

Health Insurance Portability and Accountability Act (HIPAA) - Government Sites

HIPAA-Related Sites (Non-government)

Medicaid Data & Resources

Medicare Data & Resources


Synthetic Data


Wearable Device Data

An example scenario with an employee with HIV who does not wish to share their HIV status with their employer but this information is divulged unintentionally through data sharing with the Stroke Prevention Study.

Reindentifcation

Benefits and risks of sharing data from wearable devices

Risk and benefits - sharing wearable device data

Graphic source for above 2 graphics: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00234-5/fulltext


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PUBLISHED ON THE WEB: May 17, 2003
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