Journal ArticleDOI
Adoption of clinical decision support systems in a developing country: Antecedents and outcomes of physician's threat to perceived professional autonomy.
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The findings provide a comprehensive understanding of the factors that influence physicians' intention to adopt clinical decision support systems in a developing country and can help hospital managers manage CDSS implementation in an effective manner.About:
This article is published in International Journal of Medical Informatics.The article was published on 2015-08-01. It has received 93 citations till now. The article focuses on the topics: Clinical decision support system & Expectancy theory.read more
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Analysis of the factors influencing healthcare professionals’ adoption of mobile electronic medical record (EMR) using the unified theory of acceptance and use of technology (UTAUT) in a tertiary hospital
TL;DR: The end-users’ intentions to use the mobile EMR system were particularly influenced by Performance Expectancy and Attitude, and it is suggested that the functions that are related to workflow with ability to increase performance should be considered first.
Journal ArticleDOI
What hinders the uptake of computerized decision support systems in hospitals? A qualitative study and framework for implementation
Elisa Liberati,Francesca Ruggiero,Laura Galuppo,Mara Gorli,Marien González-Lorenzo,Marco Maraldi,Pietro Ruggieri,Hernan Polo Friz,Giuseppe Scaratti,Koren H. Kwag,Roberto Vespignani,Lorenzo Moja +11 more
TL;DR: Factors such as clinicians’ attitudes towards scientific evidences and guidelines, the quality of inter-disciplinary relationships, and an organizational ethos of transparency and accountability need to be considered when exploring the readiness of a hospital to adopt CDSSs.
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Understanding algorithm aversion: When is advice from automation discounted?
Andrew Prahl,Lyn M. Van Swol +1 more
TL;DR: The authors found that after receiving bad advice, utilization of automated advice decreased significantly more than advice from humans and that decision makers describe themselves as having much more in common with human than automated advisors despite there being no interpersonal relationship.
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Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator.
William K. Diprose,Nicholas Buist,Ning Hua,Quentin-Gabriel Thurier,George Shand,Reece Robinson +5 more
TL;DR: Physician understanding, explainability, and trust in ML risk calculators are related and physicians preferred ML outputs accompanied by model-agnostic explanations but the explainability method did not alter intended physician behavior.
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Critical factors influencing physicians’ intention to use computerized clinical practice guidelines: an integrative model of activity theory and the technology acceptance model
Ju-Ling Hsiao,Rai-Fu Chen +1 more
TL;DR: Investigation of critical factors influencing physicians’ intention to computerized clinical practice guideline use through an integrative model of activity theory and the technology acceptance model confirmed that some subject (human) factors, environment (organization) Factors, tool (technology) factors mentioned in the activity theory should be carefully considered when introducing computerizedclinical practice guidelines.
References
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The theory of planned behavior
TL;DR: Ajzen, 1985, 1987, this article reviewed the theory of planned behavior and some unresolved issues and concluded that the theory is well supported by empirical evidence and that intention to perform behaviors of different kinds can be predicted with high accuracy from attitudes toward the behavior, subjective norms, and perceived behavioral control; and these intentions, together with perceptions of behavioral control, account for considerable variance in actual behavior.
Perceived Usefulness, Perceived Ease of Use, and User
TL;DR: Regression analyses suggest that perceived ease of use may actually be a causal antecdent to perceived usefulness, as opposed to a parallel, direct determinant of system usage.
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Perceived usefulness, perceived ease of use, and user acceptance of information technology
TL;DR: In this article, the authors developed and validated new scales for two specific variables, perceived usefulness and perceived ease of use, which are hypothesized to be fundamental determinants of user acceptance.
Book
Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research
Martin Fishbein,Icek Ajzen +1 more
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Social Capital in the Creation of Human Capital
TL;DR: In this paper, the concept of social capital is introduced and illustrated, its forms are described, the social structural conditions under which it arises are examined, and it is used in an analys...