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Development of standard indicators to assess use of electronic health record systems implemented in low-and medium-income countries

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  • Philomena Ngugi
  • Ankica Babic
  • James Kariuki
  • Xenophon Santas
  • Violet Naanyu
  • Martin C Were

Abstract

Background: Electronic Health Record Systems (EHRs) are being rolled out nationally in many low- and middle-income countries (LMICs) yet assessing actual system usage remains a challenge. We employed a nominal group technique (NGT) process to systematically develop high-quality indicators for evaluating actual usage of EHRs in LMICs. Methods: An initial set of 14 candidate indicators were developed by the study team adapting the Human Immunodeficiency Virus (HIV) Monitoring, Evaluation, and Reporting indicators format. A multidisciplinary team of 10 experts was convened in a two-day NGT workshop in Kenya to systematically evaluate, rate (using Specific, Measurable, Achievable, Relevant, and Time-Bound (SMART) criteria), prioritize, refine, and identify new indicators. NGT steps included introduction to candidate indicators, silent indicator ranking, round-robin indicator rating, and silent generation of new indicators. 5-point Likert scale was used in rating the candidate indicators against the SMART components. Results: Candidate indicators were rated highly on SMART criteria (4.05/5). NGT participants settled on 15 final indicators, categorized as system use (4); data quality (3), system interoperability (3), and reporting (5). Data entry statistics, systems uptime, and EHRs variable concordance indicators were rated highest. Conclusion: This study describes a systematic approach to develop and validate quality indicators for determining EHRs use and provides LMICs with a multidimensional tool for assessing success of EHRs implementations.

Suggested Citation

  • Philomena Ngugi & Ankica Babic & James Kariuki & Xenophon Santas & Violet Naanyu & Martin C Were, 2021. "Development of standard indicators to assess use of electronic health record systems implemented in low-and medium-income countries," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-15, January.
  • Handle: RePEc:plo:pone00:0244917
    DOI: 10.1371/journal.pone.0244917
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    Cited by:

    1. Thais F. Alves & Francis S. V. Tourinho & Fabio A. Almeida & Selma R. Andrade & Sarah S. Barbosa & Fabiana A. Brito, 2023. "Idealizing Information Systems for the Brazilian Unified Health System: Perspectives of Health Professionals," SAGE Open, , vol. 13(4), pages 21582440231, December.

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