Closed-Loop Medication Management with an Electronic Health Record System in U.S. and Finnish Hospitals

Int J Environ Res Public Health. 2023 Aug 30;20(17):6680. doi: 10.3390/ijerph20176680.

Abstract

Many medication errors in the hospital setting are due to manual, error-prone processes in the medication management system. Closed-loop Electronic Medication Management Systems (EMMSs) use technology to prevent medication errors by replacing manual steps with automated, electronic ones. As Finnish Helsinki University Hospital (HUS) establishes its first closed-loop EMMS with the new Epic-based Electronic Health Record system (APOTTI), it is helpful to consider the history of a more mature system: that of the United States. The U.S. approach evolved over time under unique policy, economic, and legal circumstances. Closed-loop EMMSs have arrived in many U.S. hospital locations, with myriad market-by-market manifestations typical of the U.S. healthcare system. This review describes and compares U.S. and Finnish hospitals' EMMS approaches and their impact on medication workflows and safety. Specifically, commonalities and nuanced differences in closed-loop EMMSs are explored from the perspectives of the care/nursing unit and hospital pharmacy operations perspectives. As the technologies are now fully implemented and destined for evolution in both countries, perhaps closed-loop EMMSs can be a topic of continued collaboration between the two countries. This review can also be used for benchmarking in other countries developing closed-loop EMMSs.

Keywords: EPIC; automated dispensing cabinet; barcode assisted medication administration; clinical decision support system; closed-loop; computerized provider order entry; electronic health record; electronic medication management system; medication error; medication safety.

Publication types

  • Review

MeSH terms

  • Benchmarking
  • Electronic Health Records*
  • Finland
  • Hospitals, University
  • Humans
  • Medication Therapy Management*

Grants and funding

This research received no external funding.