SynthesisJMIR human factors2023
Experience of Health Care Professionals Using Digital Tools in the Hospital: Qualitative Systematic Review.
Synthesis in JMIR human factors, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 4 of them syntheses that pooled 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.
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
58 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Healthcare professionals' perspectives and/or experiences of digital mental health tools in clinical practice: a systematic review and thematic synthesis.Frontiers in psychiatry · 2026Pooled it
- Factors Influencing the Implementation and Adoption of Digital Nursing Technologies: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Implementation of mHealth to support cancer diagnosis in Sub-Saharan Africa: A systematic review.African journal of primary health care & family medicine · 2025Pooled it
- Considering User Experience and Behavioral Approaches in the Design of mHealth Interventions for Atrial Fibrillation: Systematic Review.Journal of medical Internet research · 2024Pooled it
- PROM-based monitoring and alerts reduce post-surgery healthcare utilization of patients undergoing joint replacement: A secondary analysis of the PROMoting Quality RCT.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Trial
- Nurses' and Physicians' Experiences With Digital Remote Patient Monitoring-Transforming the Boundaries of Breast Cancer Care.Journal of clinical nursing · 2026Article
- Comment on 'What Can We Learn From Nurses' Experiences of Digital Technology Implementation During the COVID-19 Pandemic? A Qualitative Study'.Journal of clinical nursing · 2026Article
- Healthcare Professionals' Attitudes and Expectations Toward Digital Inpatient-like Psychotherapy: A Qualitative Interview Study.Healthcare (Basel, Switzerland) · 2026Article
- EHR perception and momentary well-being in oncology professionals.ESMO real world data and digital oncology · 2026Article
- The GUIDE-CDSS framework: a comprehensive framework to GUIDE and evaluate the implementation of Clinical Decision Support Systems in healthcare, based on an overview of reviews.Journal of the American Medical Informatics Association : JAMIA · 2026Review
- Observational
- Accelerating the implementation of digital pathology in India.Journal of pathology informatics · 2026Review
- Clinical educators' perspectives about use of digital tools and Challenges in their Use in clinical teaching and patient care: A qualitative study.Pakistan journal of medical sciences · 2026Article
- Exploring perceptions of digital patient reported outcome measures: a multi-site qualitative case study in four European oncology outpatient clinics.Health and quality of life outcomes · 2026Article
- Implementation of a Multidevice Telemonitoring Program for Home-Based Nursing Care in Quebec: Qualitative Report.JMIR medical informatics · 2026Article
- Digital Health Technology Adoption Readiness Among Doctoral Nursing Students in Saudi Arabia: An Exploratory Qualitative Study.Healthcare (Basel, Switzerland) · 2026Article
- Opportunities and challenges in implementing digital patient-centred cancer care in Europe-a qualitative study of several ESMO Designated Centres.ESMO real world data and digital oncology · 2026Article
- First the relationship, then the technology: Healthcare professionals' perceptions on how digital health solutions impact the interaction with patients.PEC innovation · 2026Article
- Current status and influencing factors of digital literacy among clinical pediatric nurses: a cross-sectional study.BMC nursing · 2026Article
- Bridging crisis recovery and long-term transformation of the health system in Lebanon: evidence from key informant interviews and global lessons.BMC health services research · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe digitalization of health care has many potential benefits, but it may also negatively impact health care professionals' well-being. Burnout can, in part, result from inefficient work processes related to the suboptimal implementation and use of health information technologies. Although strategies to reduce stress and mitigate clinician burnout typically involve individual-based interventions, emerging evidence suggests that improving the experience of using health information technologies can have a notable impact.
objectiveThe aim of this systematic review was to collect evidence of the benefits and challenges associated with the use of digital tools in hospital settings with a particular focus on the experiences of health care professionals using these tools.
methodsWe conducted a systematic literature review following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to explore the experience of health care professionals with digital tools in hospital settings. Using a rigorous selection process to ensure the methodological quality and validity of the study results, we included qualitative studies with distinct data that described the experiences of physicians and nurses. A panel of 3 independent researchers performed iterative data analysis and identified thematic constructs.
resultsOf the 1175 unique primary studies, we identified 17 (1.45%) publications that focused on health care professionals' experiences with various digital tools in their day-to-day practice. Of the 17 studies, 10 (59%) focused on clinical decision support tools, followed by 6 (35%) studies focusing on electronic health records and 1 (6%) on a remote patient-monitoring tool. We propose a theoretical framework for understanding the complex interplay between the use of digital tools, experience, and outcomes. We identified 6 constructs that encompass the positive and negative experiences of health care professionals when using digital tools, along with moderators and outcomes. Positive experiences included feeling confident, responsible, and satisfied, whereas negative experiences included frustration, feeling overwhelmed, and feeling frightened. Positive moderators that may reinforce the use of digital tools included sufficient training and adequate workflow integration, whereas negative moderators comprised unfavorable social structures and the lack of training. Positive outcomes included improved patient care and increased workflow efficiency, whereas negative outcomes included increased workload, increased safety risks, and issues with information quality.
conclusionsAlthough positive and negative outcomes and moderators that may affect the use of digital tools were commonly reported, the experiences of health care professionals, such as their thoughts and emotions, were less frequently discussed. On the basis of this finding, this study highlights the need for further research specifically targeting experiences as an important mediator of clinician well-being. It also emphasizes the importance of considering differences in the nature of specific tools as well as the profession and role of individual users.
trial registrationPROSPERO CRD42023393883; https://tinyurl.com/2htpzzxj.
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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.