Evidence map›Paper›PMID 40155961›Full record

ArticleBMC public health2025

Research on the preference of community health communication service utilization by patients with cardiovascular diseases in China.

Wei Liu, Junhong Dong, Ying Zhang, Haojie Li, Jiayue Sun, Tianyu Xu, Zehui Li, Guangsheng Wan, Hui Yin

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Article in BMC public health, 2025. 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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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Wei Liu *School of Health Management, Harbin Medical University, Harbin, 150081, China.
Junhong DongDepartment of Science and Education, Tianjin Third Central Hospital, Tianjin, 300170, China.
Ying Zhang *Medical Education Department, The Second People's Hospital of Jianyang City, Jianyang, 641406, China.
Haojie LiSchool of Health Management, Harbin Medical University, Harbin, 150081, China.
Jiayue SunSchool of Health Management, Harbin Medical University, Harbin, 150081, China.
Tianyu XuSchool of Health Management, Harbin Medical University, Harbin, 150081, China.
Zehui LiSchool of Health Management, Harbin Medical University, Harbin, 150081, China.
Guangsheng WanSchool of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.
Hui YinSchool of Health Management, Harbin Medical University, Harbin, 150081, China. enxuemama@163.com.

Funding

National Natural Scientific Fund of China 72374057
6 · The paper itself

Abstract

objectivesThis study sought to examine cardiovascular patients' preferences for community health communication and to offer recommendations to boost the engagement with health communication programs.

methodsWe conducted a discrete choice experiment involving 914 cardiovascular patients, assessing their preferences across five attributes: Health information communicator, Health information communication content, Health information communication channel, Health information form, and Cost willing to pay each time. The data were analyzed using a mixed logit model to account for preference heterogeneity.

resultsThe results of discrete choice model showed that patients with cardiovascular disease were more inclined to choose doctors in terms of health information transmitter preference. In the content of health communication, disease-related knowledge and healthy lifestyle knowledge are more popular. In terms of health information communication channels, offline channels are more popular than online channels. Of the health information formats, "video + audio" is the most popular, followed by "video," while "text + picture" are less popular. Payment (β=-10.624, P < 0.05) had a negative effect on service utilization of health communication activities. Preferences were heterogeneous among different subgroups.

conclusionsChinese patients with cardiovascular diseases prefer health information scenarios that feature physicians as communicators, disease-related knowledge as the health communication content, and low-cost, offline "video + audio" services. Policymakers are advised to consider both monetary and nonmonetary incentives to engage these patients in health information activities. The identified preference heterogeneity suggests the need for tailored policy incentive packages to effectively address the diverse needs of patient subgroups.

Indexed as

Cardiovascular DiseasesCommunity Health ServicesHealth CommunicationPatient PreferenceAdultAgedChinaChoice BehaviorFemaleHumansMaleMiddle AgedCardiovascular diseasesDiscrete choice modelHealth communication

Identifiers

PMID40155961
PMCPMC11954207

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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.