ReviewJournal of medical Internet research2021
Value of the Electronic Medical Record for Hospital Care: Update From the Literature.
Review in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers.
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
75 citing papers in PubMed.
- Digital Health Revolution in Saudi Arabia: A Narrative Review of Healthcare Transformation.Healthcare (Basel, Switzerland) · 2026Review
- A Health Informatics System in the South Australian Public Health Network: Implementation Report.JMIR medical informatics · 2026Article
- Recommendations for Integrating Caries Risk Assessment into Primary Care for Indigenous Children.JDR clinical and translational research · 2026Article
- Use and characteristics of free/libre and open source electronic health records: an overview of reviews.JAMIA open · 2026Review
- Patient tracking and retention with Malawi's electronic medical records system in antiretroviral treatment clinics.BMC digital health · 2026Article
- Large language models are poor clinical administrators: An evaluation of structured queries in real-world electronic health records.PLOS digital health · 2026Article
- Enhancing neonatal vascular access: proposing a patient-centered framework based on 7-Rights.Pediatric research · 2026Article
- Evaluating Biomedical Feature Fusion on Machine Learning's Predictability and Interpretability of COVID-19 Severity Types: Model Development, Interpretation, and Validation.JMIR formative research · 2026Article
- Digital and Paper-Based Hospital Workflows and 60-Day Mortality in Acute Leukemia: Retrospective Natural Experiment.JMIR cancer · 2026Article
- After-Hours Use of the Electronic Health Record Among Medical and Surgical Specialists After Implementation of a System-Wide Integrated Clinical Information System in Alberta, Canada: Longitudinal Descriptive Study.Journal of medical Internet research · 2026Article
- Adherence to Bacille Calmette-Guerin protocol in the management of non-muscle invasive bladder cancer at St James's Hospital.Irish journal of medical science · 2026Article
- Exploring Factors Associated With the Stalled Implementation of a Ground-Up Electronic Health Record System in South Africa: Qualitative Insights From the E-Tick Case Study Using the Consolidated Framework for Implementation Research (CFIR).JMIR medical informatics · 2026Article
- Exploring the cost-effectiveness and optimization strategies of nursing caring for children and older adults: a perspective.Frontiers in public health · 2026Article
- A maturity model framework for federated networks of trusted research environments.Frontiers in digital health · 2026Article
- Accurate Clinical Entity Recognition and Code Mapping of Anatomopathological Reports Using BioClinicalBERT Enhanced by Retrieval-Augmented Generation: A Hybrid Deep Learning Approach.Bioengineering (Basel, Switzerland) · 2025Article
- A deep learning fusion network trained with medical records and laryngoscopic images in the early diagnosis of glottic carcinoma.iScience · 2025Article
- Digital Transformation in Critical Care: Implications for Quality of Care, Infection Control, and Clinical Outcomes.Journal of clinical medicine · 2025Article
- Digital health for Tuberculosis control: findings from the piloting of an electronic medical record in Luanda (Angola).BMC medical informatics and decision making · 2025Article
- Electronic Health Record Burnout in Surgery and Strategies to Improve Burnout: A Narrative Review.Cureus · 2025Review
- Healthcare quality in rural Armenia: Focus group perceptions : Healthcare quality in rural Armenia.BMC health services research · 2025Article
15 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundElectronic records could improve quality and efficiency of health care. National and international bodies propagate this belief worldwide. However, the evidence base concerning the effects and advantages of electronic records is questionable. The outcome of health care systems is influenced by many components, making assertions about specific types of interventions difficult. Moreover, electronic records itself constitute a complex intervention offering several functions with possibly positive as well as negative effects on the outcome of health care systems.
objectiveThe aim of this review is to summarize empirical studies about the value of electronic medical records (EMRs) for hospital care published between 2010 and spring 2019.
methodsThe authors adopted their method from a series of literature reviews. The literature search was performed on MEDLINE with "Medical Record System, Computerized" as the essential keyword. The selection process comprised 2 phases looking for a consent of both authors. Starting with 1345 references, 23 were finally included in the review. The evaluation combined a scoring of the studies' quality, a description of data sources in case of secondary data analyses, and a qualitative assessment of the publications' conclusions concerning the medical record's impact on quality and efficiency of health care.
resultsThe majority of the studies stemmed from the United States (19/23, 83%). Mostly, the studies used publicly available data ("secondary data studies"; 17/23, 74%). A total of 18 studies analyzed the effect of an EMR on the quality of health care (78%), 16 the effect on the efficiency of health care (70%). The primary data studies achieved a mean score of 4.3 (SD 1.37; theoretical maximum 10); the secondary data studies a mean score of 7.1 (SD 1.26; theoretical maximum 9). From the primary data studies, 2 demonstrated a reduction of costs. There was not one study that failed to demonstrate a positive effect on the quality of health care. Overall, 9/16 respective studies showed a reduction of costs (56%); 14/18 studies showed an increase of health care quality (78%); the remaining 4 studies missed explicit information about the proposed positive effect.
conclusionsThis review revealed a clear evidence about the value of EMRs. In addition to an awesome majority of economic advantages, the review also showed improvements in quality of care by all respective studies. The use of secondary data studies has prevailed over primary data studies in the meantime. Future work could focus on specific aspects of electronic records to guide their implementation and operation.
Indexed as
Identifiers
What OpenQuestion holds
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.