Evidence map›Paper›PMID 41661413›Full record

ArticleHealth economics review2026

Smokers' willingness to pay for smoking cessation services and its determinants: evidence from China.

Jia Li, Yixin Zhao, Kexin Peng, Jiushun Zhou, Lian Yang

Abstract read
In one paragraph

Article in Health economics review, 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

What it found

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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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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jia LiSchool of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, No.1166 Liutai Road, Chengdu, China.
Yixin ZhaoSchool of Public Health, Chengdu University of Traditional Chinese Medicine, No.1166 Liutai Road, Chengdu, 611137, China.
Kexin PengSchool of Public Health, Chengdu University of Traditional Chinese Medicine, No.1166 Liutai Road, Chengdu, 611137, China.
Jiushun ZhouSichuan Center for Disease Control and Prevention, No.6 Middle School Road, Chengdu, China.
Lian YangSchool of Public Health, Chengdu University of Traditional Chinese Medicine, No.1166 Liutai Road, Chengdu, 611137, China. yyanglian@163.com.

Funding

the National Natural Science Foundation of China (NSFC) 72174032
6 · The paper itself

Abstract

backgroundSmoking remains a leading cause of preventable disease, and smoking cessation services (SCS) are crucial for reducing tobacco-related burdens. However, little is known about Chinese smokers’ willingness to pay (WTP) for SCS and its determinants. This study assessed WTP for SCS and examined predisposing, enabling, and need factors guided by the Andersen model.

methodsA stratified multi-stage random household survey was conducted among 1,354 current smokers in Sichuan Province, China, between 2022 and 2023. Logistic regression was used to examine factors associated with the likelihood of expressing any WTP. Among smokers willing to pay, linear regression and Tobit models were applied to analyze determinants of payment levels for cessation benefits and incremental WTP associated with individual and third-party health benefits.

resultsOverall, 29.84% of smokers expressed a WTP for SCS. Among those willing to pay, the mean WTP was CNY 2,238.90 (USD 332.67) for smoking cessation, with additional mean WTP of CNY 1,011.77 (USD 150.34) for individual health benefits and CNY 907.22 (USD 134.80) for third-party health benefits. The likelihood of expressing any WTP was primarily associated with enabling resources and need factors, whereas payment levels were shaped by a broader combination of predisposing characteristics, enabling resources, as well as perceived and evaluated need.

conclusionsWTP for SCS among Chinese smokers is limited in prevalence, but among those who are willing to pay, the payment amounts are substantial. Different combinations of predisposing, enabling, and need-related factors shape whether smokers are willing to pay and how much they are willing to pay. Policies that emphasize affordable pricing, targeted subsidies, and strengthened public education may help expand SCS utilization and mitigate tobacco-related health burdens in China.

Indexed as

Influencing factorsSmoking cessation servicesThe andersen modelWillingness to pay

Identifiers

PMID41661413
PMCPMC12983861

What Socratic holds

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LicenceCC BY-NC-ND
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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.