ArticleBMC medical informatics and decision making2023
Associations of perceived changes in work due to digitalization and the amount of digital work with job strain among physicians: a national representative sample.
Article in BMC medical informatics and decision making, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 9 citations in OpenAlex.
- User Experiences of Electronic Controlled Substance Surveillance Among Health Care Professionals in a Large Academic Hospital: Cross-Sectional Survey.Journal of medical Internet research · 2026Article
- Too burdened to benefit: job demands and the fading perceived usefulness of health IT.BMC health services research · 2026Article
- Improving continuity of care in Finnish primary health care: Insights from a nationwide qualitative study of primary care physicians.The European journal of general practice · 2025Article
- Digitally dedicated nurses: a nationwide cross-sectional study of associated career and digital factors in the workplace.BMC health services research · 2025Article
- Health Information Systems' Support for Management and Changing Work: Survey Study Among Physicians.JMIR medical informatics · 2025Article
- Quality of Life and Working Conditions of Plastic Surgeons and Trainees: A National Survey.International journal of environmental research and public health · 2025Article
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Authors and funding
9 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundPhysicians' work is often stressful. The digitalization of healthcare aims to streamline work, but not all physicians have experienced its realization. We examined associations of perceived changes in work due to digitalization and the amount of digital work with job strain among physicians. The moderating role of the length of work experience was investigated for these associations.
methodsWe used representative survey data on Finnish physicians' (N = 4271) experiences of digitalization from 2021. The independent variables included perceptions on statements about work transformations aligned with digitalization goals, and the extent that information systems and teleconsultations were utilized. Stress related to information systems (SRIS), time pressure, and psychological stress were the dependent variables. We analyzed the associations using multivariable linear and logistic regressions.
resultsRespondents had a mean SRIS score of 3.5 and a mean time pressure score of 3.7 on a scale of 1-5. Psychological stress was experienced by 60%. Perceptions associated with higher SRIS comprised disagreements with statements asserting that digitalization accelerates clinical encounters (b = .23 [95% CI: .16-.30]), facilitates access to patient information (b = .15 [.07-.23]), and supports decision-making (b = .11 [.05-.18]). Disagreement with accelerated clinical encounters (b = .12 [.04-.20]), and agreements with patients' more active role in care (b = .11 [.04-.19]) and interprofessional collaboration (b = .10 [.02-.18]) were opinions associated with greater time pressure. Disagreeing with supported decision-making (OR = 1.26 [1.06-1.48]) and agreeing with patients' active role (OR = 1.19 [1.02-1.40]) were associated with greater psychological stress. However, perceiving improvements in the pace of clinical encounters and access to patient information appeared to alleviate job strain. Additionally, extensive digital work was consistently linked to higher strain. Those respondents who held teleconsultations frequently and had less than 6 years of work experience reported the greatest levels of time pressure.
conclusionsPhysicians seem to be strained by frequent teleconsultations and work that does not meet the goals of digitalization. Improving physicians' satisfaction with digitalization through training specific to the stage of career and system development can be crucial for their well-being. Schedules for digital tasks should be planned and allocated to prevent strain related to achieving the digitalization goals.
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