ArticleBMC public health2024
Exploring the medical decision-making patterns and influencing factors among the general Chinese public: a binary logistic regression analysis.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
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- The current state of defensive medicine and its association with empathy: a cross-sectional study among graduate students in Guangxi, China.BMC medical education · 2025Article
- Fertility preservation decision-making among adolescents and young adults with hematologic diseases and their families in China: a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
- A Statistical Model to Estimate the Potential Risk of Work-Related Stroke among Office Workers: A Methodological Description Article.Iranian journal of public health · 2025Article
- Enhancing the Conversion of Patients from Outpatient to Inpatient Department: A Comprehensive Analysis.Journal of pharmacy & bioallied sciences · 2025Article
- Patient willingness to pay and preference for cervical cancer treatments among middle- and low-income populations in Xinjiang.Journal of patient-reported outcomes · 2025Article
- Psychometric evaluation of the Chinese version of the Patient Self-Advocacy Scale using classical test theory and item response theory.Scientific reports · 2025Observational
- Testing the unintended cost effects of health policies for generic substitutions: the case of China's National Volume-Based Procurement (NVBP) policy.Health policy and planning · 2025Article
- Application and challenges of DeepSeek in primary care in China.Frontiers in public health · 2025Review
- A medical insurance fund operation performance evaluation system under the DRG payment mode reform.Frontiers in public health · 2025Article
- Psychometric Properties Assessment and Determinants of the Health Services OutPatient Experience (HSOPE) Among Chinese Outpatients: A Cross-Sectional Study.Patient preference and adherence · 2025Article
- Perceptions, Attitudes, Beliefs, and Practices Toward Traditional Chinese Medicine Therapies for Herpes Zoster: A Cross-Sectional Study of Healthcare Professionals.Risk management and healthcare policy · 2024Article
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Abstract
objectiveWith the ongoing evolution of the healthcare system and shifts in cultural paradigms, there is a pressing need to delve into the medical decision-making behaviors of general Chinese public and understand their underlying motivations. This research seeks to elucidate the prevailing tendencies in these decision-making processes and to empirically validate the pivotal factors that shape their choices, offering valuable insights for healthcare policymakers and institutions.
methodA comprehensive survey was administered to 2,696 Chinese residents to examine their medical decision-making patterns. These patterns were classified into two primary categories: Unilateral Decision-making (Doctor-dominant, Family-centric, and Patient-driven subtypes) and Collaborative Decision-making (Doctor-led, Doctor-Patient, Patient-Family, and Doctor-Patient-Family subtypes). Binary logistic regression analysis was employed to empirically pinpoint the significant factors influencing these decision-making frameworks.
resultsThe study's analysis reveals distinct preferences in medical decision-making among Chinese residents. In the Collaborative Decision-making category, chosen by 70.81% of participants, the subtypes are as follows: Doctor-led (29.90%), Doctor-Patient (13.54%), Patient-Family (2.93%), and Doctor-Patient-Family (24.44%). The Unilateral Decision-making, preferred by 29.19%, includes Doctor-dominant (23.22%), Family-centric (1.74%), and Patient-driven (4.23%) models. The preference for Collaborative Decision-making is associated with higher educational levels, specific marital statuses (particularly married but childless), and choices of rural residents' basic medical insurance or occupational basic medical insurance. In contrast, Unilateral Decision-making correlates with males, individuals with religious beliefs, certain occupational roles (like civil servants), and holders of commercial or publicly funded medical insurance.
conclusionThis study elucidates the complex interplay of socio-cultural and individual determinants shaping medical decision-making in China. The findings reveal a marked inclination towards collaborative models, closely linked to educational level, marital status, and specific insurance types, reflecting an evolving trend towards participatory healthcare. Simultaneously, the persistence of unilateral models, influenced by gender, religious beliefs, and occupational roles, highlights the heterogeneity within Chinese healthcare preferences. These insights are crucial for policymakers and healthcare practitioners, underscoring the need for adaptable, culturally attuned healthcare frameworks that cater to this diversity, thereby enhancing patient engagement and healthcare efficacy.
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