ArticleBMC health services research2024
Technology frustration in healthcare - does it matter in staff ratings of stress, emotional exhaustion, and satisfaction with care? A cross-sectional correlational study using the job demands-resources theory.
Article in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Too burdened to benefit: job demands and the fading perceived usefulness of health IT.BMC health services research · 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
- Digital job demands and healthcare workers' workplace well-being: the mediating role of job and personal resources.Frontiers in health services · 2026Article
- Article
- Use of Gamified Digital Tools in Daily Tasks of Health Care Workers: Scoping Review.JMIR serious games · 2025Review
- The effects of hospital information system adoption on techno-stress and job satisfaction of nurses working in pediatric clinics.BMC nursing · 2025Article
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Authors and funding
4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundHealth information technology has developed into a cornerstone of modern healthcare. It has changed workflows and enhanced communication, efficiency, and patient safety. However, technological development has progressed faster than research on its potential effects on care quality and the healthcare work environment. Using the Job Demand-Resources theory, this study investigated the associations between "frustration with technology" and three outcomes: stress, emotional exhaustion, and staff satisfaction with care, holding job resources and the demand workload constant.
methodA cross-sectional correlational study was conducted between January and April 2022. Healthcare staff from different professions (e.g., physicians, registered nurses, physiotherapists, licensed practical nurses) and workplaces (n = 417, response rate 31%) answered a survey regarding job demands and resources in the workplace, frustration with technology, stress, emotional exhaustion, and satisfaction with care. Data were analyzed with Spearman's rank correlation coefficient, the Mann-Whitney U test, and the Kruskal-Wallis test, and multiple variables, one for each outcome, were tested with Generalized Estimated Equations models in SPSS.
resultsThe bivariate correlation analyses confirmed statistically significant associations between all the independent variables and the outcomes, except for the independent variable high workload. A high workload was associated with stress and emotional exhaustion but not with staff satisfaction with care. In the three GEE models, one for each outcome, higher stress was statistically significantly associated with more frustration with technology and lower scores for the variables participation in decision-making, sense of community at work, and higher workload. Higher emotional exhaustion was associated with more frustration with technology, higher workload, a lower teamwork climate, and lower growth opportunities. Lower staff satisfaction with care was associated with lower scores for the variable participation in decision-making.
conclusionsTaking other variables into account, technology frustration matters in staff ratings of stress and emotional exhaustion, but not with the satisfaction of given care. Future studies should aim to further investigate what causes technology frustration and how to mitigate it.
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