Evidence map›Paper›PMID 42211703›Full record

ArticleFrontiers in public health2026

The prevalence, determinants, and mechanisms of traditional Chinese medicine service utilization among healthcare professionals: a study based on the Andersen Behavioral Model.

Jie Huang, Zhouxiang Li, Yulei Chen, Ruyu Li, Xiyue Wang, Xinru Kong, Yuexia Gao

Abstract read
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Article in Frontiers in public health, 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

7 authors.

Jie Huang *Department of Health Management, School of Public Health, Nantong University, Nantong, China.
Zhouxiang Li *Department of Health Management, School of Public Health, Nantong University, Nantong, China.
Yulei ChenNantong Hospital of Traditional Chinese Medicine, Nantong, China.
Ruyu LiThe Second People's Hospital of Tongzhou District, Nantong, China.
Xiyue WangDepartment of Health Management, School of Public Health, Nantong University, Nantong, China.
Xinru KongDepartment of Health Management, School of Public Health, Nantong University, Nantong, China.
Yuexia GaoDepartment of Health Management, School of Public Health, Nantong University, Nantong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As a cornerstone of China's healthcare system, Traditional Chinese Medicine (TCM) contributed significantly to both public health outcomes and cultural preservation. Although perceived value was known to shape healthcare decisions, its specific impact on TCM utilization among medical professionals remained unclear. This study employed the Andersen Behavioral Model to examine how predisposing, enabling, and need factors influenced TCM utilization among healthcare workers, with a focus on the mediating roles of usage intention and loyalty. Methods: A cross-sectional survey was administered to 1,483 healthcare professionals. We collected data on demographic profiles, TCM-related perceptions (perceived value, satisfaction, intention, and loyalty), and actual service usage over the preceding year. To identify predictors of utilization and test the hypothesized mediation pathways, we performed multiple logistic regression analyses and utilized the Model 4 macro in the SPSS PROCESS plugin. Results: The survey revealed that 49.09% of participants had utilized TCM services, with massage and manual therapies being the predominant modalities. Logistic regression demonstrated that sex, officially budgeted post, physical pain or discomfort, and chronic conditions significantly predicted utilization. Perceived value (OR = 1.037, Conclusion: TCM utilization among healthcare professionals was driven by a combination of predisposing factors (sex, officially budgeted post, perceived value, satisfaction) and need factors (chronic disease status, physical pain or discomfort) in the Andersen Model. The mediating effects of intention and loyalty highlighted the importance of psychological factors in service adoption. To boost TCM engagement, interventions should be implemented based on healthcare professionals' clinical needs and educational level, while also fostering stronger loyalty and usage intention. These results offered actionable insights for optimizing TCM service delivery within the medical community.

Indexed as

Health PersonnelMedicine, Chinese TraditionalAdultChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceSurveys and QuestionnairesAndersen’s Behavioral Modelloyaltyperceived valuesatisfactiontraditional Chinese medicine service utilization

Identifiers

PMID42211703
PMCPMC13212355

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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 OpenQuestion graph.