SynthesisJAMA network open2024
Electronic Health Record Nudges and Health Care Quality and Outcomes in Primary Care: A Systematic Review.
Synthesis in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers, 1 of them a synthesis 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
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Using nudges with electronic health records systems to improve advance care planning: a systematic review.BMC palliative care · 2025Pooled it
- A Decision-Aid Improves Clinician Practice and Associated Patient Compression Stocking Adherence.International wound journal · 2026Observational
- The Impact of Electronic Health Records on Nurses and Nursing Care in Low- and Middle-Income Countries: A Scoping Review.Nursing open · 2026Article
- Cost-Effectiveness of Interventions to Improve Retention in Care for Chronic Hepatitis B in the United States.Journal of viral hepatitis · 2026Article
- Inclusion of language preference in clinical o ne-Liners and its association with use and documentation of interpreter services among inpatients with non-English language preference.BMC health services research · 2026Article
- Lipoprotein(a) testing in an outpatient cardiology clinic: A quality improvement initiative.Journal of clinical lipidology · 2026Article
- Error in Byline.JAMA network open · 2026Article
- Health informatics in current healthcare system: A review.Bioinformation · 2026Article
- Bridging the Gap Between Efficacy and Practice: A Systematic Review of Shared Decision-Making in Severe Mental Illness.Journal of multidisciplinary healthcare · 2026Review
- Article
- Comment on "Standardized gynecologic consultation and bone surveillance in patients with breast cancer receiving hormone therapy"2.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
- Enhancing Cognitive Impairment Assessment and Management in Hip Fracture Patients: A Two-Cycle Clinical Audit.Cureus · 2025Article
- Factors Affecting the Receptiveness of Chinese Internists and Surgeons Toward Artificial Intelligence-Driven Drug Prescription: Protocol for a Systematic Survey Study.JMIR research protocols · 2025Article
- Review
- Hypertension Is Too Important for Healthcare Professionals Alone to Try and Solve.American journal of hypertension · 2025Article
- Development and validation of a successful aging prediction model for older adults in China based on health ecology theory.Frontiers in public health · 2025Article
- Email-Based Nudges and Guideline-Concordant Statin Prescribing in a Federally Qualified Health Center Network: A Prospective Quality Improvement Initiative.Journal of primary care & community healthArticle
Corrections and comments
- Erratum issuedError in Byline.2026
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Nudges have been increasingly studied as a tool for facilitating behavior change and may represent a novel way to modify the electronic health record (EHR) to encourage evidence-based care. Objective: To evaluate the association between EHR nudges and health care outcomes in primary care settings and describe implementation facilitators and barriers. Evidence Review: On June 9, 2023, an electronic search was performed in PubMed, Embase, PsycINFO, CINAHL, and Web of Science for all articles about clinician-facing EHR nudges. After reviewing titles, abstracts, and full texts, the present review was restricted to articles that used a randomized clinical trial (RCT) design, focused on primary care settings, and evaluated the association between EHR nudges and health care quality and patient outcome measures. Two reviewers abstracted the following elements: country, targeted clinician types, medical conditions studied, length of evaluation period, study design, sample size, intervention conditions, nudge mechanisms, implementation facilitators and barriers encountered, and major findings. The findings were qualitatively reported by type of health care quality and patient outcome and type of primary care condition targeted. The Risk of Bias 2.0 tool was adapted to evaluate the studies based on RCT design (cluster, parallel, crossover). Studies were scored from 0 to 5 points, with higher scores indicating lower risk of bias. Findings: Fifty-four studies met the inclusion criteria. Overall, most studies (79.6%) were assessed to have a moderate risk of bias. Most or all descriptive (eg, documentation patterns) (30 of 38) or patient-centeredness measures (4 of 4) had positive associations with EHR nudges. As for other measures of health care quality and patient outcomes, few had positive associations between EHR nudges and patient safety (4 of 12), effectiveness (19 of 48), efficiency (0 of 4), patient-reported outcomes (0 of 3), patient adherence (1 of 2), or clinical outcome measures (1 of 7). Conclusions and Relevance: This systematic review found low- and moderate-quality evidence that suggested that EHR nudges were associated with improved descriptive measures (eg, documentation patterns). Meanwhile, it was unclear whether EHR nudges were associated with improvements in other areas of health care quality, such as effectiveness and patient safety outcomes. Future research is needed using longer evaluation periods, a broader range of primary care conditions, and in deimplementation contexts.
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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.