International Journal of Science and Society (IJSOC)
Vol 8 No 3 (2026): International Journal of Science and Society (IJSOC)

Meta-Analysis of Factors Affecting Electronic Medical Record Implementation Success in Healthcare Organizations

Dewi Kurnia Sari (Politeknik Kesehatan Wira Husada Nusantara, Malang, Indonesia)
Yusrina Nur Dianati (Universitas Islam Negeri Salatiga, Indonesia)
Ahisa Novianti (Politeknik Kesehatan Wira Husada Nusantara, Malang, Indonesia)



Article Info

Publish Date
25 Aug 2026

Abstract

Electronic medical record (EMR) implementation frequently fails to achieve sustained adoption despite substantial investment. This systematic review and factor-specific meta-analysis synthesized evidence on determinants of EMR/EHR implementation success in healthcare organizations. A working corpus of 73 references was classified, while quantitative pooling was restricted to primary studies reporting compatible odds ratios and 95% confidence intervals. Random-effects models were computed in Python on the log-odds-ratio scale. Five studies contributed to knowledge and attitude syntheses and three to computer literacy/skills. Good knowledge was associated with higher readiness/adoption (pooled OR 2.42), favorable attitude showed a pooled OR of 2.13, and computer literacy/skills showed the largest pooled association (OR 3.03). Heterogeneity was low for knowledge and computer literacy/skills and low-to-moderate for attitude. The findings indicate that human readiness is a central implementation domain, but the wider literature also identifies organizational, technical, workflow, training, and governance conditions. Because effect estimates were not available in a common metric for all 73 references, the pooled estimates represent compatible quantitative subsets rather than all cited studies.

Copyrights © 2026






Journal Info

Abbrev

ijsoc

Publisher

Subject

Materials Science & Nanotechnology Social Sciences

Description

International Journal of Science and Society (IJSOC) is open access and peer-reviewed journal with e-ISSN (2715-8780), IJSOC is an international journal devoted to the study of science and technology in a social context. It focuses on the way in which advances in science and technology influence ...