ArticleJMIR mental health2021
Technostress and Digital Competence Among Health Professionals in Swiss Psychiatric Hospitals: Cross-sectional Study.
Article in JMIR mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 3 of them syntheses that pooled it.
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Who cites it
56 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Media Framing and Portrayals of Ransomware Impacts on Informatics, Employees, and Patients: Systematic Media Literature Review.Journal of medical Internet research · 2025Pooled it
- Participation in the digital transformation of healthcare: a review of qualitative studies.International journal of health care quality assurance · 2024Pooled it
- Assessing the Impact of Evidence-Based Mental Health Guidance During the COVID-19 Pandemic: Systematic Review and Qualitative Evaluation.JMIR mental health · 2023Pooled it
- Psychotherapeutic Competencies in Blended Care Psychotherapy: Development of a Competence Framework.JMIR mental health · 2026Article
- Beyond technology usefulness: Health system reliability, and socio-demographic and professional factors as shapers of technostress in physicians.PLOS digital health · 2026Article
- Professionals' Perceptions of the Management of Digital Competence Sharing in Healthcare and Associated Background Factors: A Cross-Sectional Study.Journal of advanced nursing · 2026Observational
- Navigating new pathways - healthcare personnel's experiences transitioning from traditional nursing homes to the dementia village care model in Norway.BMC health services research · 2026Article
- How nursing informatization impacts nurses' humanistic caring: a qualitative study based on Social Cognitive Theory.Frontiers in medicine · 2026Article
- Mediating effect of technostress on the relationship between artificial intelligence literacy and attitude toward digital technology among health profession students: a structural equation modeling approach.Journal of Yeungnam medical science · 2026Article
- The unintended negative consequences of artificial intelligence use for psychologists.Frontiers in psychology · 2026Article
- Computer self-efficacy and technostress as independent predictors of job burnout among community healthcare professionals: a cross-sectional study.Frontiers in public health · 2026Article
- Preparedness for the Digital Transition in Healthcare: Insights from an Italian Sample of Professionals.Healthcare (Basel, Switzerland) · 2025Article
- Digital resilience of clinical nurses: a concept analysis.BMC nursing · 2025Article
- Assessment of a Digital Platform for Routine Outcome Monitoring in Psychotherapy: Usability Study and Thematic Analysis.JMIR medical informatics · 2025Article
- Reliability and validity of the Turkish version of the digital competence questionnaire for nurses.BMC nursing · 2025Article
- Linking digital competence, self-efficacy, and digital stress to perceived interactivity in AI-supported learning contexts.Scientific reports · 2025Article
- Technostress among healthcare professionals in Spain: a cross-sectional survey on the impact of digital health tools.BMJ open · 2025Article
- Barriers and Facilitators of the Use of Computerized Critical Care Information Systems in the Intensive Care Unit: Qualitative Interview Study.Journal of medical Internet research · 2025Article
- Technostress among nurses: boon or bane? The moderated mediation model.BMC nursing · 2025Article
- 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
6 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundPsychiatric hospitals are becoming increasingly digitized because of the disruptive rise in technical possibilities. This digitization leads to new tasks and demands for health professionals, which can have an impact on technostress. It is unclear whether digital competence reduces technostress and how technostress affects health professionals' mental and physical health.
objectiveThis study aims to assess the association between digital competence and technostress, considering individual characteristics and the association between technostress and long-term consequences for health professionals.
methodsCross-sectional data from 3 Swiss psychiatric hospitals were analyzed using multiple linear regression. The dependent variables for the models were digital competence, technostress, and long-term consequences (intention to leave the organization or the profession, burnout symptoms, job satisfaction, general health status, quality of sleep, headaches, and work ability). One model was calculated for each long-term consequence. The mean scores for technostress and digital competence could range between 0 (fully disagree) and 4 (fully agree), where a high value for technostress indicated high technostress and a high value for digital competence indicated high digital competence.
resultsThe sample comprised 493 health professionals in psychiatric hospitals. They rated their technostress as moderate (mean 1.30, SD 0.55) and their digital competence as high (mean 2.89, SD 0.73). Digital competence was found to be significantly associated with technostress (β=-.20; P<.001). Among the individual characteristics, age (β=.004; P=.03) and profession were significantly associated with both digital competence and technostress. Technostress is a relevant predictor of burnout symptoms (β=10.32; P<.001), job satisfaction (β=-6.08; P<.001), intention to leave the profession (β=4.53; P=.002), organization (β=7.68; P<.001), general health status (β=-4.47; P<.001), quality of sleep (β=-5.87; P<.001), headaches (β=6.58; P<.001), and work ability (β=-1.40; P<.001).
conclusionsPhysicians and nurses who have more interaction with digital technologies rate their technostress higher and their digital competence lower than those in other professions. Health professionals with low interaction with digital technologies appear to overestimate their digital competence. With increasing digitization in psychiatric hospitals, an increase in the relevance of this topic is expected. Educational organizations and psychiatric hospitals should proactively promote the digital competence of health professionals to manage expected disruptive changes.
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