Evidence map›Paper›PMID 35612880›Full record

ArticleJournal of medical Internet research2022

Findings and Guidelines on Provider Technology, Fatigue, and Well-being: Scoping Review.

Donald M Hilty, Christina M Armstrong, Shelby A Smout, Allison Crawford, Marlene M Maheu, Kenneth P Drude, Steven Chan, Peter M Yellowlees, Elizabeth A Krupinski

Open access · goldAbstract readScoping Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
12.5field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 49 citations in OpenAlex.

  1. Trial
  2. Article
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  4. 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 · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. 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 · 2025
    Review
  9. Article
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  11. Article
  12. Article
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  14. Review
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  18. Article
  19. Hospitalisation at Home of Patients with COVID-19: A Qualitative Study of User Experiences.International journal of environmental research and public health · 2023
    Article
  20. Digital Solutions Observed in Clinical Trials: A Formative Feasibility Scoping Review.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 7 institutions in 2 countries.

Donald M HiltyDepartment of Psychiatry & Behavioral Sciences, University of California Davis School of Medicine, Sacramento, CA, United States.ORCID 0000-0002-8861-3615
Christina M ArmstrongOffice of Connected Care, Department of Veterans Affairs, Washington, DC, United States.ORCID 0000-0002-2942-6553
Shelby A SmoutVirginia Commonwealth University, Richmond, VA, United States.ORCID 0000-0002-6590-4591
Allison CrawfordExtension for Community Healthcare Outcomes, Ontario Mental Health at Centre for Addiction and Mental Health, University of Toronto Virtual Mental Health, and Canada Suicide Prevention Service, Toronto, ON, Canada.ORCID 0000-0002-1320-0664
Marlene M MaheuTelebehavioral Health Institute, LLC and Coalition for Technology in Behavioral Science, San Diego, CA, United States.ORCID 0000-0001-6476-5633
Kenneth P DrudeCoalition for Technology in Behavioral Science & Ohio Board of Psychology, Dayton, OH, United States.ORCID 0000-0002-5256-476X
Steven ChanDepartment of Psychiatry & Behavioral Sciences, Stanford University School of Medicine & Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States.ORCID 0000-0002-1696-3122
Peter M YellowleesDepartment of Psychiatry & Behavioral Sciences, University of California Davis School of Medicine, Sacramento, CA, United States.ORCID 0000-0002-5238-7468
Elizabeth A KrupinskiDepartment of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States.ORCID 0000-0003-2996-7242
Behavioral Tech · USCentre for Addiction and Mental Health · CAEmory University · USUniversity of California, Davis · USVA Northern California Health Care System · USVA Palo Alto Health Care System · USVirginia Commonwealth University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Burnout, ProfessionalTelemedicineDelivery of Health CareHumansTechnologyWorkplaceburnoutmobile phonescreen fatiguetechnology fatiguevideoconferencingwell-beingZoom fatigue

Identifiers

PMID35612880
PMCPMC9178447
OpenAlexW4282936433

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.