Currently accepted at: Online Journal of Public Health Informatics
Date Submitted: Apr 27, 2026
Open Peer Review Period: Apr 29, 2026 - Jun 24, 2026
Date Accepted: Oct 29, 2026
(closed for review but you can still tweet)
This paper has been accepted and is currently in production.
It will appear shortly on 10.2196/99622
The final accepted version (not copyedited yet) is in this tab.
Barriers to the implementation of the electronic health record in public health facilities: A systematic review
ABSTRACT
Background:
Despite the clinical and administrative benefits of Electronic Health Records (EHRs), comprehensive evidence regarding the specific barriers to their implementation within the unique socio-political context of public health systems remain scarce.
Objective:
To identify barriers to the implementation of electronic health records (EHRs) in public health facilities by reviewing previous publications
Methods:
A systematic review of peer-reviewed articles was conducted. The search was conducted in PubMed, Scopus and Embase for articles published in English or Spanish between 2005 and 2025. Qualitative and quantitative studies were included that reported barriers from the perspective of health authorities and professionals, excluding incomplete implementations or systems that did not conform to the characteristics of an EHR. Study selection and data extraction were conducted independently by two reviewers. Methodological quality was assessed using the Mixed Methods Appraisal Tool (MMAT). Barriers were classified according to the PRISM framework: technical, behavioral, and organizational
Results:
The search included 161 articles, from which 10 studies published between 2012 and 2023 were selected, representing both high-income and low-to-middle-income countries. Technical difficulties include the need for investment and improvements in infrastructure. Behaviorally, lack of training and resistance to change make adoption difficult. At the organizational level, lack of leadership and funding issues are key obstacles. For successful implementation, it is essential to address these challenges through adequate investment, staff training, and strengthened policies and coordination
Conclusions:
Barriers have been identified in the process of implementing the EHR within the public sector, which can be considered by governments to speed up the process of adopting this tool
Citation
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Copyright
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.