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Related Experiment Video

Updated: Jan 15, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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Identifying observable medication use time in administrative databases: a tutorial using nursing home residents.

Daniel A Harris1,2, Adam D'Amico3, Hemalkumar B Mehta4,5

  • 1Department of Epidemiology, College of Health Sciences, University of Delaware, Newark, DE, United States.

American Journal of Epidemiology
|October 9, 2025
PubMed
Summary

New algorithms identify more medication use days in nursing homes (NH) by linking Medicare claims and clinical data. This improves pharmacoepidemiologic research accuracy for NH residents with complex health needs.

Keywords:
Medicareagingbiasepidemiologic methodspharmacoepidemiology

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Area of Science:

  • Pharmacoepidemiology
  • Health Services Research
  • Gerontology

Background:

  • Nursing home residents often have multimorbidity and polypharmacy, making them a key population for pharmacoepidemiologic research.
  • Medicare claims are frequently used but have limitations in observing medication use during hospitalizations or post-acute care due to payment structures.

Purpose of the Study:

  • To develop and validate algorithms for identifying observable medication use time in nursing home residents using Medicare claims.
  • To enhance the accuracy and scope of pharmacoepidemiologic studies in the nursing home population.

Main Methods:

  • Linked Medicare fee-for-service (FFS) claims with Minimum Data Set (MDS) clinical assessments for US nursing home residents (2013-2020).
  • Defined "observable medication use time" as days when residents were enrolled in Medicare Parts A, B, and D, not receiving post-acute care, and not hospitalized.
  • Classified 2.7 billion nursing home days across 12.3 million residents.

Main Results:

  • Identified 1.1 billion observable medication use days (72.4% of Medicare-enrolled days).
  • Observable medication use increased from 27.3% within 100 days of admission to 89.4% after 100 days.
  • Algorithms identified 68% more person-time and 51% more residents compared to standard 100-day definitions.

Conclusions:

  • The developed algorithms significantly expand the observable medication exposure time in nursing home residents.
  • This methodology improves the validity of pharmacoepidemiologic research by providing a more complete picture of medication use.
  • Enhanced data capture enables more robust studies on medication effects and safety in this vulnerable population.