ArticleBMC medical informatics and decision making2022
Determinant factors in adopting mobile health application in healthcare by nurses.
Article in BMC medical informatics and decision making, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06632132 (Boosting Knowledge, Attitudes, and Practices), which is not on this map. Cited by 18 papers, 1 of them a synthesis 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.
Boosting Knowledge, Attitudes, and Practices: An Experimental Study Evaluating the Effectiveness of mHealth Training on Antimicrobial Resistance for Hemodialysis Nurses
Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Design and development of a mobile-based self-care application for patients with depression and anxiety disorders.BMC medical informatics and decision making · 2023Pooled it
- Influencing factors of continuance intention of medical applications for the elderly.Scientific reports · 2026Article
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- Holopatient technology in nursing education: a cross-sectional analysis of student and faculty perceptions.BMC nursing · 2025Article
- Exploring the Barriers and Facilitators to Implementing a Smartphone App for Physicians to Improve the Management of Acute Myocardial Infarctions: Multicenter, Mixed Methods, Observational Study.JMIR mHealth and uHealth · 2025Observational
- Technology acceptance and use among nursing staff in Latin American hospitals: A mixed methods study.International journal of nursing studies advances · 2025Article
- Nurses' perspectives on using mobile health applications in southeastern Iran: Awareness, attitude, and obstacles.PloS one · 2025Article
- Boosting knowledge, attitudes, and practices: An experimental controlled study evaluating the effectiveness of m-health training on antimicrobial resistance for hemodialysis nurses.SAGE open medicine · 2025Article
- Exploring the Use of Mobile Health Applications in Palestinian Community Pharmacy Practice.Current therapeutic research, clinical and experimental · 2025Article
- Topics and Trends of Health Informatics Education Research: Scientometric Analysis.JMIR medical education · 2024Article
- Behavioral Interpretation of Willingness to Use Wearable Health Devices in Community Residents: A Cross-Sectional Study.International journal of environmental research and public health · 2023Article
- Factors affecting the willingness of patients with type 2 diabetes to use digital disease management applications: a cross-sectional study.Frontiers in public health · 2023Article
- Midwifery Continuity of Care in Indonesia: Initiation of Mobile Health Development Integrating Midwives' Competency and Service Needs.International journal of environmental research and public health · 2022Article
- Adoption of mobile health services using the unified theory of acceptance and use of technology model: Self-efficacy and privacy concerns.Frontiers in psychology · 2022Article
- Understanding the Drivers of Ghanaian Citizens' Adoption Intentions of Mobile Health Services.Frontiers in public health · 2022Article
- Article
- Facilitators and barriers to mobile health adoption among older adults with hip fractures: A systematic review.Digital healthReview
- Article
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
backgroundMobile applications are among effective learning tools and have a significant role in transferring information and knowledge to nurses. The current study was carried to identify the factors affecting nurses' use of practical health related mobile applications in education and patient interaction based on the combined Technology Acceptance Model (TAM) and Diffusion of Innovation (DOI).
methodThe study is a descriptive-analytical study with a cross-sectional method. The research population includes nurses working at Tabriz University of Medical Sciences hospitals, 150 of which were selected as the research sample using simple and available sampling. The data collection instrument was a questionnaire, the validity and reliability of which were confirmed (α = 0.9). Data analysis was carried out using a correlation test and regression analysis by applying SPSS
resultsThe findings show that perceived usefulness and perceived ease of use have a direct and significant effect on the rate of using mobile applications by nurses (P value ≤ 0.01), [(β = 0.52), (β = 0.40)]. Other findings indicate that relative advantage, compatibility, trialability and observability, have a direct and significant effect on nurses' use of mobile applications, while complicatedness does not have a significant effect.
conclusionThe current study identifies the effective factors in nurses' use of health-related mobile applications based on an integrated model of TAM and DOI. Designers of mobile applications should consider these factors in designing and developing programs so that mobile applications can successfully fulfill their purpose in healthcare.
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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.