{"title":"对医疗保健领域实证研究中接受意愿和支付意愿差异的系统回顾。","authors":"Yue Wang, Xiaoyu Yan, Hongchao Li","doi":"10.1186/s13690-025-01699-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Willingness-to-pay (WTP) and willingness-to-accept (WTA) are widely used measures of individual preferences in valuing healthcare services; however, a persistent disparity between them, often with WTA exceeding WTP, raises concerns. This study aims to review empirical research evidence to achieve a comprehensive understanding of the disparity between WTA and WTP for health outcomes or healthcare goods and services.</p><p><strong>Methods: </strong>A search was conducted in PubMed, Embase, Web of Science, and Scopus from inception to November 15, 2023, for empirical research articles reporting both WTA and WTP in the healthcare field. Data extracted from the included studies encompassed WTA and WTP values, participation response rates, and other study characteristics. Descriptive analyses were conducted to compare WTA/WTP ratios across studies, and chi-square tests were applied to examine differences in response rates where applicable.</p><p><strong>Results: </strong>A total of 779 records were identified through database searches. After removing duplicates, 405 records remained for title and abstract screening. Of these, 70 articles were retrieved for full-text review, and 28 articles met the eligibility criteria for inclusion in the final qualitative analysis, encompassing 35 distinct studies or subgroups. The reported WTA/WTP ratios ranged from 0.14 to 29.19, with a median value of 1.61, indicating that individuals often demand higher compensation to give up healthcare benefits than they are willing to pay to obtain them. Among the empirical studies analyzed, 29 studies (82.86%) from 24 articles reported WTA values that exceeded WTP values, while 6 studies (17.14%) from the remaining 4 articles indicated WTA values lower than WTP values. Among the 14 studies reporting both WTA and WTP response rates, six studies indicated a significantly lower WTA response rate compared to the WTP response rate, whereas two studies found the WTA response rate to be significantly higher (P < 0.05). The WTP response rate was observed to range from 0.89 to 20.23 times that of the WTA response rate.</p><p><strong>Conclusions: </strong>The results of this study suggest that losses in health outcomes or healthcare goods and services are valued differently than gains. The disparities between WTA and WTP are influenced by various factors, including the income effect and personal preferences. Individual preferences shape perceptions of WTA and WTP questions, resulting in varied response rates. Considering these disparities in the medical and healthcare fields can assist policymakers in making more informed decisions regarding the allocation of medical and health resources.</p>","PeriodicalId":48578,"journal":{"name":"Archives of Public Health","volume":"83 1","pages":"212"},"PeriodicalIF":3.2000,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12359863/pdf/","citationCount":"0","resultStr":"{\"title\":\"A systematic review of the willingness-to-accept and willingness-to-pay disparities in empirical studies in the healthcare field.\",\"authors\":\"Yue Wang, Xiaoyu Yan, Hongchao Li\",\"doi\":\"10.1186/s13690-025-01699-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Willingness-to-pay (WTP) and willingness-to-accept (WTA) are widely used measures of individual preferences in valuing healthcare services; however, a persistent disparity between them, often with WTA exceeding WTP, raises concerns. This study aims to review empirical research evidence to achieve a comprehensive understanding of the disparity between WTA and WTP for health outcomes or healthcare goods and services.</p><p><strong>Methods: </strong>A search was conducted in PubMed, Embase, Web of Science, and Scopus from inception to November 15, 2023, for empirical research articles reporting both WTA and WTP in the healthcare field. Data extracted from the included studies encompassed WTA and WTP values, participation response rates, and other study characteristics. Descriptive analyses were conducted to compare WTA/WTP ratios across studies, and chi-square tests were applied to examine differences in response rates where applicable.</p><p><strong>Results: </strong>A total of 779 records were identified through database searches. After removing duplicates, 405 records remained for title and abstract screening. Of these, 70 articles were retrieved for full-text review, and 28 articles met the eligibility criteria for inclusion in the final qualitative analysis, encompassing 35 distinct studies or subgroups. The reported WTA/WTP ratios ranged from 0.14 to 29.19, with a median value of 1.61, indicating that individuals often demand higher compensation to give up healthcare benefits than they are willing to pay to obtain them. Among the empirical studies analyzed, 29 studies (82.86%) from 24 articles reported WTA values that exceeded WTP values, while 6 studies (17.14%) from the remaining 4 articles indicated WTA values lower than WTP values. Among the 14 studies reporting both WTA and WTP response rates, six studies indicated a significantly lower WTA response rate compared to the WTP response rate, whereas two studies found the WTA response rate to be significantly higher (P < 0.05). The WTP response rate was observed to range from 0.89 to 20.23 times that of the WTA response rate.</p><p><strong>Conclusions: </strong>The results of this study suggest that losses in health outcomes or healthcare goods and services are valued differently than gains. The disparities between WTA and WTP are influenced by various factors, including the income effect and personal preferences. Individual preferences shape perceptions of WTA and WTP questions, resulting in varied response rates. Considering these disparities in the medical and healthcare fields can assist policymakers in making more informed decisions regarding the allocation of medical and health resources.</p>\",\"PeriodicalId\":48578,\"journal\":{\"name\":\"Archives of Public Health\",\"volume\":\"83 1\",\"pages\":\"212\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12359863/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Archives of Public Health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13690-025-01699-w\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives of Public Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13690-025-01699-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
摘要
目的:支付意愿(WTP)和接受意愿(WTA)被广泛用于衡量个人对医疗服务的偏好;然而,两者之间的持续差距,往往是WTA超过WTP,引起了人们的关注。本研究旨在回顾实证研究证据,以全面了解卫生保健产品和服务在卫生保健结果或卫生保健产品和服务方面的差异。方法:在PubMed、Embase、Web of Science和Scopus数据库中检索自成立之日至2023年11月15日,在医疗保健领域报道WTA和WTP的实证研究文章。从纳入的研究中提取的数据包括WTA和WTP值、参与反应率和其他研究特征。采用描述性分析比较各研究的WTA/WTP比率,并在适用的情况下采用卡方检验检查反应率的差异。结果:通过数据库检索,共识别出779条记录。删除重复项后,剩下405项记录用于标题和摘要筛选。其中,70篇文章被检索为全文审查,28篇文章符合最终定性分析的资格标准,包括35个不同的研究或亚组。报告的WTA/WTP比率从0.14到29.19不等,中位数为1.61,表明个人放弃医疗保健福利所要求的补偿往往高于他们愿意支付的补偿。在分析的实证研究中,24篇文章中有29篇(82.86%)报告了WTA值超过WTP值,其余4篇文章中有6篇(17.14%)报告了WTA值低于WTP值。在报告WTA和WTP反应率的14项研究中,6项研究表明WTA反应率明显低于WTP反应率,而2项研究发现WTA反应率明显高于WTP反应率(P结论:本研究的结果表明,健康结果或医疗保健产品和服务的损失与收益的价值不同。WTA与WTP之间的差异受收入效应和个人偏好等多种因素的影响。个人偏好塑造了对WTA和WTP问题的看法,导致了不同的回复率。考虑到医疗和保健领域的这些差异,可以帮助决策者就医疗和保健资源的分配作出更明智的决定。
A systematic review of the willingness-to-accept and willingness-to-pay disparities in empirical studies in the healthcare field.
Purpose: Willingness-to-pay (WTP) and willingness-to-accept (WTA) are widely used measures of individual preferences in valuing healthcare services; however, a persistent disparity between them, often with WTA exceeding WTP, raises concerns. This study aims to review empirical research evidence to achieve a comprehensive understanding of the disparity between WTA and WTP for health outcomes or healthcare goods and services.
Methods: A search was conducted in PubMed, Embase, Web of Science, and Scopus from inception to November 15, 2023, for empirical research articles reporting both WTA and WTP in the healthcare field. Data extracted from the included studies encompassed WTA and WTP values, participation response rates, and other study characteristics. Descriptive analyses were conducted to compare WTA/WTP ratios across studies, and chi-square tests were applied to examine differences in response rates where applicable.
Results: A total of 779 records were identified through database searches. After removing duplicates, 405 records remained for title and abstract screening. Of these, 70 articles were retrieved for full-text review, and 28 articles met the eligibility criteria for inclusion in the final qualitative analysis, encompassing 35 distinct studies or subgroups. The reported WTA/WTP ratios ranged from 0.14 to 29.19, with a median value of 1.61, indicating that individuals often demand higher compensation to give up healthcare benefits than they are willing to pay to obtain them. Among the empirical studies analyzed, 29 studies (82.86%) from 24 articles reported WTA values that exceeded WTP values, while 6 studies (17.14%) from the remaining 4 articles indicated WTA values lower than WTP values. Among the 14 studies reporting both WTA and WTP response rates, six studies indicated a significantly lower WTA response rate compared to the WTP response rate, whereas two studies found the WTA response rate to be significantly higher (P < 0.05). The WTP response rate was observed to range from 0.89 to 20.23 times that of the WTA response rate.
Conclusions: The results of this study suggest that losses in health outcomes or healthcare goods and services are valued differently than gains. The disparities between WTA and WTP are influenced by various factors, including the income effect and personal preferences. Individual preferences shape perceptions of WTA and WTP questions, resulting in varied response rates. Considering these disparities in the medical and healthcare fields can assist policymakers in making more informed decisions regarding the allocation of medical and health resources.
期刊介绍:
rchives of Public Health is a broad scope public health journal, dedicated to publishing all sound science in the field of public health. The journal aims to better the understanding of the health of populations. The journal contributes to public health knowledge, enhances the interaction between research, policy and practice and stimulates public health monitoring and indicator development. The journal considers submissions on health outcomes and their determinants, with clear statements about the public health and policy implications. Archives of Public Health welcomes methodological papers (e.g., on study design and bias), papers on health services research, health economics, community interventions, and epidemiological studies dealing with international comparisons, the determinants of inequality in health, and the environmental, behavioural, social, demographic and occupational correlates of health and diseases.