A systematic review and meta-regression of studies eliciting willingness-to-pay per quality-adjusted life year in the general population

A systematic review on the direct approach to elicit the demand-side cost-effectiveness threshold: Implications for low- and middle-income countries

Several literature review studies have been conducted on cost-effectiveness threshold values. However, only a few are systematic literature reviews, and most did not investigate the different methods, especially in-depth reviews of directly eliciting WTP per QALY. Our study aimed to 1) describe the different direct approach methods to elicit WTP/QALY; 2) investigate factors that contribute the most to the level of WTP/QALY value; and 3) investigate the relation between the value of WTP/QALY and GDP per capita and give some recommendations on feasible methods for eliciting WTP/QALY in low- and middle-income countries (LMICs). A systematic review concerning select studies estimating WTP/QALY from a direct approach was carried out in seven databases, with a cut off date of 03/2022. The conversion of monetary values into 2021 international dollars (i$) was performed via CPI and PPP indexes. The influential factors were evaluated with Bayesian model averaging. Criteria for recommendation for feasible methods in LMICs are made based on empirical evidence from the systematic review and given the resource limitation in LMICs. A total of 12,196 records were identified; 64 articles were included for full-text review. The WTP/QALY method and values varied widely across countries with a median WTP/QALY value of i$16,647.6 and WTP/QALY per GDP per capita of 0.53. A total of 11 factors were most influential, in which the discrete-choice experiment method had a posterior probability of 100%. Methods for deriving WTP/QALY vary largely across studies. Eleven influential factors contribute most to the level of values of WTP/QALY, in which the discrete-choice experiment method was the greatest affected. We also found that in most countries, values for WTP/QALY were below 1 x GDP per capita. Some important principles are addressed related to what LMICs may be concerned with when conducting studies to estimate WTP/QALY.

The Profound Implications of the Meaning of Health for Health Care and Health Equity

Policy Points The meaning of health in health care remains poorly defined, defaulting to a narrow, biomedical disease model. A national dialogue could create a consensus regarding a holistic and humanized definition of health that promotes health care transformation and health equity. Key steps for operationalizing a holistic meaning of health in health care include national leadership by federal agencies, intersectoral collaborations that include diverse communities, organizational and cultural change in medical education, and implementation of high-quality primary care. The 2023 report by the National Academies of Sciences, Engineering, and Medicine on achieving whole health offers recommendations for action.

How Much Should be Invested in Lung Care Across the WHO European Region? Applying a Monetary Value to Disability-Adjusted Life-Years Within the International Respiratory Coalition's Lung Facts

OBJECTIVES

The International Respiratory Coalition's Lung Facts web resource provides the latest data on a range of lung conditions covering the World Health Organization's European Region, informed by the Global Burden of Disease studies: https://international-respiratory-coalition.org/lung-facts/ . Within Lung Facts, disability-adjusted life-years (DALYs) are monetised based on gross domestic product (GDP) per capita. We describe the conceptual and empirical basis for using monetised DALYs to inform negotiations with policymakers to invest in lung care across the World Health Organization European region.

METHODS

We reflect on the existing debate and research evidence regarding the X value in an X*GDP per capita framework to monetise DALYs, with a focus on if 1*GDP per capita is conceptually and practically appropriate. Using an asthma case study, Global Burden of Disease study 2019 DALY estimates per country are presented. Gross domestic product per capita are converted to international dollars using purchasing power parity (Int$2019).

RESULTS

Using 1*GDP per capita, the estimated monetised asthma DALY burden, for example, in Kyrgyzstan or Germany is: across the whole population, $44,860,483 or $9,264,767,882, respectively; per 100,000 people, $731,600 or $10,208,317, respectively.

CONCLUSIONS

Our indicative monetised DALY estimates can enable informed discussions with policy and decision makers, to guide financial investment in alleviating the burden of lung conditions. We suggest 1*GDP per capita as a benchmarked value forms a starting point for negotiation with policymakers for investing in lung care, by scaling the estimated lung condition DALY burden to the resource available in each country to tackle the burden.

Determinants of willingness to pay for health services: a systematic review of contingent valuation studies

INTRODUCTION

Stated preference studies are a valuable tool to elicit respondents' willingness to pay (WTP) for goods or services, especially in situations where no market valuation exists. Contingent valuation (CV) is a widely used approach among stated-preference techniques for eliciting WTP if prices do not exist or do not reflect actual costs, for example, when services are covered by insurance. This review aimed to provide an overview of relevant factors determining WTP for health services to support variable selection.

METHODS

A comprehensive systematic literature search and review of CV studies assessing determinants of WTP for health services was conducted, including 11 electronic databases. Two of the authors made independent decisions on the eligibility of studies. We extracted all determinants used and related p values for the effect sizes (e.g. reported in regression models with WTP for a health service as outcome variable). Determinants were summarised in systematic evidence tables and structured by thematic domains.

RESULTS

We identified 2082 publications, of which 202 full texts were checked for eligibility. We included 62 publications on 61 studies in the review. Across all studies, we identified 22 WTP determinants and other factors from 5 thematic domains: sociodemographic characteristics, perceived threat, perceived benefit, perceived barriers, and other information.

CONCLUSION

Our review provides evidence on 22 relevant determinants of WTP for health services, which may be used for variable selection and as guidance for planning CV surveys. Endogeneity should be carefully considered before interpreting these determinants as causal factors and potential intervention targets.

Willingness to Pay for One Additional Quality Adjusted Life Year: A Population Based Survey from China

OBJECTIVE

The aim of this study was to estimate the population's willingness to pay (WTP) for an additional quality-adjusted life-year (QALY) in China.

METHODS

The WTP for an additional QALY (WTP/Q) was estimated using a contingent valuation survey with quota sampling and snowball sampling, using a pre-designed questionnaire with 18 hypothetical scenarios. The change in health state was depicted by the EQ-5D-5L. The questionnaires were completed by telephone and face-to-face interviews. Two-part regression models were used to test validity and how different factors affect WTP/Q.

RESULTS

A total of 2008 people participated in this survey and provided 3265 WTP responses for further analysis. The average WTP/Q for the entire sample is 113,120 Renminbi (RMB) (USD 16,884), which is 1.75 times the gross domestic product (GDP) per capita. For the quality-of-life improvement scenarios, the mean WTP/Q is RMB 78,907 (USD 11,777, 1.22 times GDP per capita), which is significantly lower than the life extension scenarios (RMB 177,761, USD 26,531, 2.76 times GDP per capita). Age was found to be negatively related to positive WTP. Educational level was positively related to the probability of reporting positive WTP and the level of WTP/Q. Although the EQ-5D-5L utility scores of respondents did not prove to be statistically significant determinants of WTP/Q, the two dimensions of EQ-5D-5L, pain/discomfort and anxiety/depression, had an impact on WTP/Q. In addition, WTP/Q was higher when the health outcome had a 50% probability of occurring than when the health outcome was 100% certain. WTP/Q was higher when a lower health gain was presented to the respondent.

CONCLUSION

This study provides empirical evidence of the monetary value of an additional QALY from a sample of the Chinese population. In addition, a higher threshold for end-of-life therapies should be considered.