Evidence map›Paper›PMID 42401941›Full record

ArticleBMC medical informatics and decision making2026

Establishing development strategies and improvement paths for decision coach competencies in shared decision-making using an integrated accessibility-performance analysis and network relation map approach.

Shan-Fu Yu, Yi-Chun Lin, Hsing-Tse Yu, Chia-Li Lin

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Article in BMC medical informatics and decision making, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Shan-Fu YuDivision of Rheumatology, Allergy, and Immunology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan.
Yi-Chun LinDepartment of Nursing, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan.
Hsing-Tse Yu *Department of Obstetrics and Gynecology, Taipei Chang Gung Memorial Hospital, No. 199, Dunhua N. Rd., Songshan Dist., Taipei City 105, Taiwan. researchcloud0612@gmail.com.
Chia-Li Lin *Department of International Business, Ming Chuan University, 250 Zhong Shan N. Rd., Sec. 5, Taipei City 111, Taiwan. linchiali0704@yahoo.com.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundA decision coach (DC) is a trained healthcare professional who provides non-directive support to patients in health-related decision-making. The decision coach role can be integrated into shared decision-making (SDM) processes, but is not an inherent component of SDM, as both may be applied independently depending on the clinical context. Numerous trained DCs are nurses who have transitioned from their roles as patient educators to knowledgeable, skilled decision facilitators. Thus, developing core competencies has become increasingly crucial for DC training, especially patient-centered care in nursing education. This study aimed to evaluate DC competencies in SDM by examining accessibility, performance, and perceived directional relationships among competency domains.

methodsThis mixed-methods study combined a narrative literature review and expert consultations to identify key DC competency criteria. Subsequently, a cross-sectional questionnaire survey was administered to healthcare professionals at two hospitals in Taiwan between April 2023 and February 2024. Accessibility-performance analysis (APA) and the decision-making trial and evaluation laboratory (DEMATEL)-based network relation map (NRM) approach were applied to evaluate competency accessibility, performance, and perceived directional relationships across domains.

resultsA total of 149 healthcare professionals, including physicians, nurses, and other clinical staff, completed the valid questionnaires. The reliability of the overall criteria was measured at 0.965. The findings suggest that the professional knowledge (PK) aspect demonstrated perceived directional associations with the outcome evaluation (OE), process management (PM), and guidance skills (GS) aspects within the network structure, whereas the GS aspect was more likely to be associated with other competency domains. Each of the four aspects has a criterion critical to improving DCs' competencies: value (PK1), listening skill (GS2), shared decision-making resources (PM3), and practical decision-making results (OE3).

conclusionFrom healthcare professionals' perspectives, professional knowledge was the competency domain most closely associated with perceived directional relationships among other competency aspects within the network structure. The integrated APA-NRM approach delivers evidence-based prioritization and practical pathways for developing DC competencies and guiding training strategies. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Clinical CompetenceDecision Making, SharedHealth PersonnelAdultCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesTaiwanAPA-NRMCompetencyDecision coachDEMATELShared decision-making

Identifiers

PMID42401941
PMCPMC13613641

What Socratic holds

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Registered trials

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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 Socratic graph.