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This paper is in the following e-collection/theme issue:

Tutorial (169) Clinical Informatics (2368) Electronic Health Records (1777) Health Information Exchange (237)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90954, first published .
Pharmacist analyzing data on laptop and computer screens in a pharmacy

Linking Dispense Data to Electronic Health Orders: Tutorial for Querying Commercial Pharmacy Databases to Support Systemwide Quality Improvement

Linking Dispense Data to Electronic Health Orders: Tutorial for Querying Commercial Pharmacy Databases to Support Systemwide Quality Improvement

Authors of this article:

Benjamin Michaels1 Author Orcid Image ;   Jessica Pourian2 Author Orcid Image
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Benjamin Michaels   1 * , MIDS, PharmD ;   Jessica Pourian   2 * , MD

1 Department of Pharmacy, University of California, San Francisco, San Francisco, CA, United States

2 Division of Clinical Informatics and Digital Transformation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, United States

*all authors contributed equally

Corresponding Author:

  • Benjamin Michaels, MIDS, PharmD
  • Department of Pharmacy
  • University of California, San Francisco
  • 1500 Owens Street
  • San Francisco, CA 94158
  • United States
  • Phone: 1 513 658 0104
  • Email: Benjamin.michaels@ucsf.edu