Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285066860> ?p ?o ?g. }
- W4285066860 abstract "<sec> <title>UNSTRUCTURED</title> The health care management and the medical practitioner literature lack a descriptive conceptual framework for understanding the dynamic and complex interactions between clinicians and artificial intelligence (AI) systems. As most of the existing literature has been investigating AI’s performance and effectiveness from a statistical (analytical) standpoint, there is a lack of studies ensuring AI’s ecological validity. In this study, we derived a framework that focuses explicitly on the interaction between AI and clinicians. The proposed framework builds upon well-established human factors models such as the technology acceptance model and expectancy theory. The framework can be used to perform quantitative and qualitative analyses (mixed methods) to capture how clinician-AI interactions may vary based on human factors such as expectancy, workload, trust, cognitive variables related to absorptive capacity and bounded rationality, and concerns for patient safety. If leveraged, the proposed framework can help to identify factors influencing clinicians’ intention to use AI and, consequently, improve AI acceptance and address the lack of AI accountability while safeguarding the patients, clinicians, and AI technology. Overall, this paper discusses the concepts, propositions, and assumptions of the multidisciplinary decision-making literature, constituting a sociocognitive approach that extends the theories of distributed cognition and, thus, will account for the ecological validity of AI. </sec>" @default.
- W4285066860 created "2022-07-13" @default.
- W4285066860 creator A5002116815 @default.
- W4285066860 date "2021-12-03" @default.
- W4285066860 modified "2023-09-26" @default.
- W4285066860 title "Toward an Ecologically Valid Conceptual Framework for the Use of Artificial Intelligence in Clinical Settings: Need for Systems Thinking, Accountability, Decision-making, Trust, and Patient Safety Considerations in Safeguarding the Technology and Clinicians (Preprint)" @default.
- W4285066860 cites W1493926707 @default.
- W4285066860 cites W1513421164 @default.
- W4285066860 cites W1579893495 @default.
- W4285066860 cites W1686520343 @default.
- W4285066860 cites W1798996842 @default.
- W4285066860 cites W1849618437 @default.
- W4285066860 cites W1968583858 @default.
- W4285066860 cites W1978968125 @default.
- W4285066860 cites W1983225075 @default.
- W4285066860 cites W1984963847 @default.
- W4285066860 cites W1988245217 @default.
- W4285066860 cites W2009065585 @default.
- W4285066860 cites W2024981255 @default.
- W4285066860 cites W2033943395 @default.
- W4285066860 cites W2037881738 @default.
- W4285066860 cites W2041308814 @default.
- W4285066860 cites W2050672308 @default.
- W4285066860 cites W2052987972 @default.
- W4285066860 cites W2054450921 @default.
- W4285066860 cites W2078433940 @default.
- W4285066860 cites W2087596448 @default.
- W4285066860 cites W2089672499 @default.
- W4285066860 cites W2093323495 @default.
- W4285066860 cites W2103109113 @default.
- W4285066860 cites W2104306346 @default.
- W4285066860 cites W2128504617 @default.
- W4285066860 cites W2139272435 @default.
- W4285066860 cites W2144525870 @default.
- W4285066860 cites W2148005405 @default.
- W4285066860 cites W2150964509 @default.
- W4285066860 cites W2153207369 @default.
- W4285066860 cites W2159196693 @default.
- W4285066860 cites W2161611987 @default.
- W4285066860 cites W2163767758 @default.
- W4285066860 cites W2221085765 @default.
- W4285066860 cites W2267776351 @default.
- W4285066860 cites W2280321044 @default.
- W4285066860 cites W2314546897 @default.
- W4285066860 cites W2317638524 @default.
- W4285066860 cites W2336043415 @default.
- W4285066860 cites W2552102733 @default.
- W4285066860 cites W2557738935 @default.
- W4285066860 cites W2581082771 @default.
- W4285066860 cites W2587913344 @default.
- W4285066860 cites W2603678388 @default.
- W4285066860 cites W2610135452 @default.
- W4285066860 cites W2664267452 @default.
- W4285066860 cites W2730920132 @default.
- W4285066860 cites W2736380543 @default.
- W4285066860 cites W2740884108 @default.
- W4285066860 cites W2747207179 @default.
- W4285066860 cites W2770987547 @default.
- W4285066860 cites W2776549492 @default.
- W4285066860 cites W2776562740 @default.
- W4285066860 cites W2792393148 @default.
- W4285066860 cites W2805399480 @default.
- W4285066860 cites W2808360126 @default.
- W4285066860 cites W2884603128 @default.
- W4285066860 cites W2886445457 @default.
- W4285066860 cites W2893366129 @default.
- W4285066860 cites W2897178686 @default.
- W4285066860 cites W2901024487 @default.
- W4285066860 cites W2904583672 @default.
- W4285066860 cites W2908110597 @default.
- W4285066860 cites W2908201961 @default.
- W4285066860 cites W2911436281 @default.
- W4285066860 cites W2923453171 @default.
- W4285066860 cites W2924299834 @default.
- W4285066860 cites W2939970150 @default.
- W4285066860 cites W2955987957 @default.
- W4285066860 cites W2960630842 @default.
- W4285066860 cites W2972320421 @default.
- W4285066860 cites W2976398475 @default.
- W4285066860 cites W2979560044 @default.
- W4285066860 cites W2991223051 @default.
- W4285066860 cites W2995678499 @default.
- W4285066860 cites W3004819270 @default.
- W4285066860 cites W3006191871 @default.
- W4285066860 cites W3007761007 @default.
- W4285066860 cites W3013998503 @default.
- W4285066860 cites W3014635233 @default.
- W4285066860 cites W3026667977 @default.
- W4285066860 cites W3088844230 @default.
- W4285066860 cites W3122677670 @default.
- W4285066860 cites W3125679375 @default.
- W4285066860 cites W4238157791 @default.
- W4285066860 cites W4250639036 @default.
- W4285066860 cites W4250944382 @default.
- W4285066860 cites W4252139020 @default.
- W4285066860 cites W54348722 @default.
- W4285066860 doi "https://doi.org/10.2196/preprints.35421" @default.
- W4285066860 hasPublicationYear "2021" @default.
- W4285066860 type Work @default.
- W4285066860 citedByCount "0" @default.