SynthesisBMC medical informatics and decision making2021
Factors affecting the mature use of electronic medical records by primary care physicians: a systematic review.
Synthesis in BMC medical informatics and decision making, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it, 54 citations in OpenAlex.
- Electronic health records: managerial insights from an umbrella review.BMC health services research · 2026Pooled it
- Electronic health record adaptation and innovation among healthcare professionals in hospitals: an integrative framework based on a systematic review.BMC health services research · 2026Pooled it
- Effect of electronic records on mortality among patients in hospital and primary healthcare settings: a systematic review and meta-analyses.Frontiers in digital health · 2024Pooled it
- Enhancing Care Coordination and Patient Engagement Through Electronic Medical Record Utilization in Primary Healthcare: A Mixed-Methods Study.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care.BMC primary care · 2025Article
- Behavioral Phenotypes in Electronic Health Record Use by Primary Care Providers: a Cluster Analysis.Journal of general internal medicine · 2025Article
- Reliability and validity of the Turkish version of the digital competence questionnaire for nurses.BMC nursing · 2025Article
- Visualization of Medical Record with 3D Human Body Models.Healthcare (Basel, Switzerland) · 2025Article
- Stepwise considerations when using artificial intelligence tools for administrative tasks in primary care.Canadian family physician Medecin de famille canadien · 2025Article
- Missed opportunities for digital health data use in healthcare decision-making: A cross-sectional digital health landscape assessment in Homa Bay county, Kenya.PLOS digital health · 2025Article
- Insights into healthcare workers' perceptions of electronic medical record system utilization: a cross-sectional study in Mafeteng district, Lesotho.BMC medical informatics and decision making · 2025Article
- Impact of Digitalization in Dentistry on Technostress, Mental Health, and Job Satisfaction: A Quantitative Study.Healthcare (Basel, Switzerland) · 2025Article
- The feasibility of integrating an alcohol screening clinical decision support tool into primary care clinical software: a review and Australian key stakeholder study.BMC primary care · 2024Review
- A holistic view of facilitators and barriers of electronic health records usage from different perspectives: A qualitative content analysis approach.Health information management : journal of the Health Information Management Association of Australia · 2024Article
- Natural language processing systems for extracting information from electronic health records about activities of daily living. A systematic review.JAMIA open · 2024Review
- The use and perceived value of electronic health information resources by health care professionals in the field of medicine, pharmacy, and nursing in Jazan province, Saudi Arabia.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2024Article
- Digital stressors and resources perceived by emergency physicians and associations to their digital stress perception, mental health, job satisfaction and work engagement.BMC emergency medicine · 2024Article
- Understanding inherent influencing factors to digital health adoption in general practices through a mixed-methods analysis.NPJ digital medicine · 2024Article
- Barriers and facilitators to utilizing digital health technologies by healthcare professionals.NPJ digital medicine · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite a substantial increase in the adoption of electronic medical records (EMRs) in primary health care settings, the use of advanced EMR features is limited. Several studies have identified both barriers and facilitating factors that influence primary care physicians' (PCPs) use of advanced EMR features and the maturation of their EMR use. The purpose of this study is to explore and identify the factors that impact PCPs' mature use of EMRs.
methodsA systematic review was conducted in accordance with the Cochrane Handbook. The MEDLINE, Embase, and PsycINFO electronic databases were searched from 1946 to June 13, 2019. Two independent reviewers screened the studies for eligibility; to be included, studies had to address factors influencing PCPs' mature use of EMRs. A narrative synthesis was conducted to collate study findings and to report on patterns identified across studies. The quality of the studies was also appraised.
resultsOf the 1893 studies identified, 14 were included in this study. Reported factors that influenced PCPs' mature use of EMRs fell into one of the following 5 categories: technology, people, organization, resources, and policy. Concerns about the EMR system's functionality, lack of physician awareness of EMR functionality, limited physician availability to learn more about EMRs, the habitual use of successfully completing clinical tasks using only basic EMR features, business-oriented organizational objectives, lack of vendor training, limited resource availability, and lack of physician readiness were reported as barriers to PCPs' mature use of EMRs. The motivation of physicians, user satisfaction, coaching and peer mentoring, EMR experience, gender, physician perception, transition planning for changes in roles and work processes, team-based care, adequate technical support and training, sharing resources, practices affiliated with an integrated delivery system, financial incentives, and policies to increase EMR use all had a favorable impact on PCPs' use of advanced EMR features.
conclusionsBy using a narrative synthesis to synthesize the evidence, we identified interrelated factors influencing the mature use of EMRs by PCPs. The findings underline the need to provide adequate training and policies that facilitate the mature use of EMRs by PCPs.
trial registrationPROSPERO CRD42019137526.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.