SynthesisJournal of the American Medical Informatics Association : JAMIA2021
The burden of the digital environment: a systematic review on organization-directed workplace interventions to mitigate physician burnout.
Synthesis in Journal of the American Medical Informatics Association : JAMIA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 9 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
71 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Effectiveness of strategies to prevent burnout syndrome in hospital-based healthcare personnel: an overview of systematic reviewsRevista de la Facultad de Ciencias Medicas (Cordoba, Argentina) · 2026Pooled it
- Understanding the effectiveness and design of parent-oriented mobile health interventions: a systematic review and narrative synthesis.BMC pediatrics · 2025Pooled it
- Artificial Intelligence (AI) - Powered Documentation Systems in Healthcare: A Systematic Review.Journal of medical systems · 2025Pooled it
- Understanding "Alert Fatigue" in Primary Care: Qualitative Systematic Review of General Practitioners Attitudes and Experiences of Clinical Alerts, Prompts, and Reminders.Journal of medical Internet research · 2025Pooled it
- Pooled it
- Organizational interventions and occupational burnout: a meta-analysis with focus on exhaustion.International archives of occupational and environmental health · 2023Pooled it
- Experience of Health Care Professionals Using Digital Tools in the Hospital: Qualitative Systematic Review.JMIR human factors · 2023Pooled it
- Pooled it
- Physician Burnout and the Electronic Health Record Leading Up to and During the First Year of COVID-19: Systematic Review.Journal of medical Internet research · 2022Pooled it
- The effects of mindfulness meditation on burnout in clinical genetic counselors: A three-arm randomized controlled trial.Journal of genetic counseling · 2026Trial
- A Smartphone App to Reduce Burnout in the Emergency Department: A Pilot Randomized Controlled Trial.Workplace health & safety · 2023Trial
- Ambient Artificial Intelligence Scribes: A Scoping Review With Implications for Otolaryngology.The Laryngoscope · 2026Article
- An evidence-informed framework for workforce well-being and burnout prevention in emergency medicine.Internal and emergency medicine · 2026Review
- The Triple Burden of Administrative Tasks Among US Family Medicine Physicians-A Cross-sectional Study.Journal of general internal medicine · 2026Article
- Provider Mental Health and Telehealth Utilization During COVID-19: A Cross-sectional Survey of Providers at Clinics Treating Urban American Indian and Alaska Native Peoples.Journal of racial and ethnic health disparities · 2026Article
- Supporting Patients With Breast Cancer and Providers Through Treatment and Survivorship: Multimethod Implementation Study of the MyJourney Platform.JMIR cancer · 2026Article
- Clinician Perspectives on Integrating Mobile Sensor Data Into Cancer Care: Mixed Methods Study.JMIR cancer · 2026Article
- Barriers and Facilitators of Digital Transformation in Health Care: Mixed Methods Study.Journal of participatory medicine · 2026Article
- Promoting Well-Being Among Gastroenterologists - A Call for Systemic Action.United European gastroenterology journal · 2026Review
- The Effects of Mindfulness Meditation on Burnout in Clinical Genetic Counselors: A Three-Arm Randomized Controlled Trial.medRxiv : the preprint server for health sciences · 2026Article
11 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo conduct a systematic review identifying workplace interventions that mitigate physician burnout related to the digital environment including health information technologies (eg, electronic health records) and decision support systems) with or without the application of advanced analytics for clinical care. MATERIALS AND
methodsLiterature published from January 1, 2007 to June 3, 2020 was systematically reviewed from multiple databases and hand searches. Subgroup analysis identified relevant physician burnout studies with interventions examining digital tool burden, related workflow inefficiencies, and measures of burnout, stress, or job satisfaction in all practice settings.
resultsThe search strategy identified 4806 citations of which 81 met inclusion criteria. Thirty-eight studies reported interventions to decrease digital tool burden. Sixty-eight percent of these studies reported improvement in burnout and/or its proxy measures. Burnout was decreased by interventions that optimized technologies (primarily electronic health records), provided training, reduced documentation and task time, expanded the care team, and leveraged quality improvement processes in workflows. DISCUSSION: The contribution of digital tools to physician burnout can be mitigated by careful examination of usability, introducing technologies to save or optimize time, and applying quality improvement to workflows.
conclusionPhysician burnout is not reduced by technology implementation but can be mitigated by technology and workflow optimization, training, team expansion, and careful consideration of factors affecting burnout, including specialty, practice setting, regulatory pressures, and how physicians spend their time.
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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.