ArticleJournal of medical Internet research2022
Findings and Guidelines on Provider Technology, Fatigue, and Well-being: Scoping Review.
Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed, 49 citations in OpenAlex.
- Enabling and hindering aspects of the i²TransHealth e-health intervention for transgender and gender diverse people in Germany: a qualitative process evaluation.BMC health services research · 2026Trial
- Integrating Consumer-Grade Wearable Devices and Patient-Generated Health Data into Clinical Care: Perspectives from Healthcare Professionals at a Learning Health System.Journal of general internal medicine · 2026Article
- Digital burnout in nursing: development of a valid and reliable scale to assess digital burnout associated with the digitalization process in nursing.BMC nursing · 2026Article
- Recommendations for the Support of Clinical Facilitators' Mental Well-Being in Undergraduate Health Professions Education: A Scoping Review.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2026Article
- Technostress in the Era of Generative Artificial Intelligence: Mental Health Implications in Medical Education.Psychiatry investigation · 2026Article
- Digital alert fatigue and escalation behaviours in nurse-led remote postoperative care: a cross-sectional study.BMC nursing · 2026Article
- Modeling learning engagement in AI-supported education: a crossover enabler-inhibitor framework.Frontiers in psychology · 2026Article
- Experiences of technology for increasing physical activity of older adults: a qualitative systematic review and meta-synthesis.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2025Review
- Diverse Attitudes and Experiences With Technology Use During the COVID-19 Pandemic Among Asian American and Pacific Islander Adults (the COMPASS Study): Survey Study.JMIR human factors · 2025Article
- From Peer Support to Program Supervision: Qualitative Insights on WhatsApp as Informal Digital Infrastructure for Community Health Workers and Public Health Officers in an Indian High-Priority Aspirational District.Healthcare (Basel, Switzerland) · 2025Article
- Enabling Digital Compassion in Digital Health Environments: Modified eDelphi Study to Identify Interprofessional Competencies and Technology Attributes.Journal of medical Internet research · 2025Article
- Concurrent Validity of Digital Measures of Psychological Dimensions Associated with Suicidality Using AuxiliApp.Behavioral sciences (Basel, Switzerland) · 2025Article
- Telepsychiatry, access, and equity: accelerating mental health care for rural and low-income youth.Frontiers in public health · 2025Article
- The Unintended Consequences of Telehealth in Australia: Critical Interpretive Synthesis.Journal of medical Internet research · 2024Review
- The Role of Human and Organizational Factors in the Pursuit of One Digital Health.Yearbook of medical informatics · 2023Article
- Telemedicine in an adolescent and young adult medicine clinic: a mixed methods study.BMC health services research · 2023Article
- Best Practices for Technology in Clinical Social Work and Mental Health Professions to Promote Well-being and Prevent Fatigue.Clinical social work journal · 2023Article
- Attitudes of Mental Health Professionals towards Telepsychology during the Pandemic: A Pilot Study.Healthcare (Basel, Switzerland) · 2023Article
- Hospitalisation at Home of Patients with COVID-19: A Qualitative Study of User Experiences.International journal of environmental research and public health · 2023Article
- Digital Solutions Observed in Clinical Trials: A Formative Feasibility Scoping Review.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVideo and other technologies are reshaping the delivery of health care, yet barriers related to workflow and possible provider fatigue suggest that a thorough evaluation is needed for quality and process improvement.
objectiveThis scoping review explored the relationship among technology, fatigue, and health care to improve the conditions for providers.
methodsA 6-stage scoping review of literature (from 10 databases) published from 2000 to 2020 that focused on technology, health care, and fatigue was conducted. Technologies included synchronous video, telephone, informatics systems, asynchronous wearable sensors, and mobile health devices for health care in 4 concept areas related to provider experience: behavioral, cognitive, emotional, and physical impact; workplace at the individual, clinic, hospital, and system or organizational levels; well-being, burnout, and stress; and perceptions regarding technology. Qualitative content, discourse, and framework analyses were used to thematically analyze data for developing a spectrum of health to risk of fatigue to manifestations of burnout.
resultsOf the 4221 potential literature references, 202 (4.79%) were duplicates, and our review of the titles and abstracts of 4019 (95.21%) found that 3837 (90.9%) were irrelevant. A full-text review of 182 studies revealed that 12 (6.6%) studies met all the criteria related to technology, health care, and fatigue, and these studied the behavioral, emotional, cognitive, and physical impact of workflow at the individual, hospital, and system or organizational levels. Video and electronic health record use has been associated with physical eye fatigue; neck pain; stress; tiredness; and behavioral impacts related to additional effort owing to barriers, trouble with engagement, emotional wear and tear and exhaustion, cognitive inattention, effort, expecting problems, multitasking and workload, and emotional experiences (eg, anger, irritability, stress, and concern about well-being). An additional 14 studies that evaluated behavioral, emotional, and cognitive impacts without focusing on fatigue found high user ratings on data quality, accuracy, and processing but low satisfaction with clerical tasks, the effort required in work, and interruptions costing time, resulting in more errors, stress, and frustration. Our qualitative analysis suggests a spectrum from health to risk and provides an outline of organizational approaches to human factors and technology in health care. Business, occupational health, human factors, and well-being literature have not studied technology fatigue and burnout; however, their findings help contextualize technology-based fatigue to suggest guidelines. Few studies were found to contextually evaluate differences according to health professions and practice contexts.
conclusionsHealth care systems need to evaluate the impact of technology in accordance with the Quadruple Aim to support providers' well-being and prevent workload burden, fatigue, and burnout. Implementation and effectiveness approaches and a multilevel approach with objective measures for clinical, human factors, training, professional development, and administrative workflow are suggested. This requires institutional strategies and competencies to integrate health care quality, technology and well-being outcomes.
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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.