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Ramezani-Doroh V, Najafi-Ghobadi S, Karimi F, Rangchian M, Hamidi O. Prediction of COVID-19 patients' participation in financing informal care using machine learning methods: willingness to pay and willingness to accept approaches. BMC Health Serv Res 2024; 24:796. [PMID: 38987739 PMCID: PMC11234787 DOI: 10.1186/s12913-024-11250-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 06/25/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Informal care plays an essential role in managing the COVID-19 pandemic. Expanding health insurance packages that reimburse caregivers' services through cost-sharing policies could increase financial resources. Predicting payers' willingness to contribute financially accurately is essential for implementing such a policy. This study aimed to identify the key variables related to WTP/WTA of COVID-19 patients for informal care in Sanandaj city, Iran. METHODS This cross-sectional study involved 425 COVID-19 patients in Sanandaj city, Iran, and 23 potential risk factors. We compared the performance of three classifiers based on total accuracy, specificity, sensitivity, negative likelihood ratio, and positive likelihood ratio. RESULTS Findings showed that the average total accuracy of all models was over 70%. Random trees had the most incredible total accuracy for both patient WTA and patient WTP(0.95 and 0.92). Also, the most significant specificity (0.93 and 0.94), sensitivity (0.91 and 0.87), and the lowest negative likelihood ratio (0.193 and 0.19) belonged to this model. According to the random tree model, the most critical factor in patient WTA were patient difficulty in personal activities, dependency on the caregiver, number of caregivers, patient employment, and education, caregiver employment and patient hospitalization history. Also, for WTP were history of COVID-19 death of patient's relatives, and patient employment status. CONCLUSION Implementing of a more flexible work schedule, encouraging employer to support employee to provide informal care, implementing educational programs to increase patients' efficacy, and providing accurate information could lead to increased patients' willingness to contribute and finally promote health outcomes in the population.
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Affiliation(s)
- Vajihe Ramezani-Doroh
- Department of Health Management and Economics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
- Modeling of Noncommunicable Diseases Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Somayeh Najafi-Ghobadi
- Department of Industrial Engineering, Kermanshah University of Technology, Kermanshah, Iran
| | - Faride Karimi
- Department of Health Management and Economics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Maryam Rangchian
- Department of Clinical Pharmacy, School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Omid Hamidi
- Department of Science, Hamedan University of Technology, Hamedan, Iran.
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Hendy LE, Spees LP, Tak C, Carpenter DM, Thomas KC, Roberts MC. An evaluation of the cost-effectiveness of population genetic screening for familial hypercholesterolemia in US patients. Atherosclerosis 2024; 393:117541. [PMID: 38677159 DOI: 10.1016/j.atherosclerosis.2024.117541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/11/2024] [Accepted: 04/09/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND AND AIMS Familial hypercholesterolemia is an underdiagnosed genetic metabolic condition limiting the clearance of low-density lipoprotein cholesterol and increasing lifetime risk of cardiovascular disease. Population genetic screening in unselected individuals could quickly identify cases of familial hypercholesterolemia and enable early prevention, but the economic impact of widespread screening on patients has not been studied. METHODS We assessed the cost-effectiveness of population genetic screening for familial hypercholesterolemia in 20 and 35-year-old adults in the United States from the perspective of patients. We developed a decision tree Markov hybrid model to examine diagnoses, cardiovascular disease, cardiac events, quality of life, and costs under population genetic screening compared to family-based cascade testing. RESULTS While population genetic screening increased diagnoses and reduced incidence of cardiovascular disease, population genetic screening was not cost-effective compared to cascade testing at current levels of willingness to pay. Lower genetic testing costs, combined screening with other genetic conditions, and support to maintain lipid-lowering therapy use over time could improve the cost-effectiveness of population genetic screening. CONCLUSIONS Future research is needed to examine how cost-sharing strategies may affect the cost-effectiveness of screening to patients and how families and providers experience the clinical and economic outcomes of population screening.
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Affiliation(s)
- Lauren E Hendy
- University of North Carolina at Chapel Hill, UNC Eshelman School of Pharmacy, USA.
| | - Lisa P Spees
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, USA
| | - Casey Tak
- University of Utah, College of Pharmacy, USA
| | - Delesha M Carpenter
- University of North Carolina at Chapel Hill, UNC Eshelman School of Pharmacy, USA
| | - Kathleen C Thomas
- University of North Carolina at Chapel Hill, UNC Eshelman School of Pharmacy, USA
| | - Megan C Roberts
- University of North Carolina at Chapel Hill, UNC Eshelman School of Pharmacy, USA
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Nu Vu A, Hoang MV, Lindholm L, Sahlen KG, Nguyen CTT, Sun S. A systematic review on the direct approach to elicit the demand-side cost-effectiveness threshold: Implications for low- and middle-income countries. PLoS One 2024; 19:e0297450. [PMID: 38329955 PMCID: PMC10852300 DOI: 10.1371/journal.pone.0297450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 01/04/2024] [Indexed: 02/10/2024] Open
Abstract
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.
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Affiliation(s)
- Anh Nu Vu
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Minh Van Hoang
- Department of Health Economics, Hanoi University of Public Health, Hanoi City, Vietnam
| | - Lars Lindholm
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Klas Göran Sahlen
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Cuc Thi Thu Nguyen
- Department of Pharmaceutical Management and Economics, Faculty of Pharmaceutical Management and Economics, Hanoi University of Pharmacy, Hanoi City, Vietnam
| | - Sun Sun
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
- Department of Learning, Informatics, Management and Ethics, Karolinska Institute, Stockholm, Sweden
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Xu L, Chen M, Angell B, Jiang Y, Howard K, Jan S, Si L. Establishing cost-effectiveness threshold in China: a community survey of willingness to pay for a healthylife year. BMJ Glob Health 2024; 9:e013070. [PMID: 38195152 PMCID: PMC10806867 DOI: 10.1136/bmjgh-2023-013070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 12/06/2023] [Indexed: 01/11/2024] Open
Abstract
INTRODUCTION The willingness to pay per quality-adjusted life year gained (WTP/Q) is commonly used to determine whether an intervention is cost-effective in health technology assessment. This study aimed to evaluate the WTP/Q for different disease scenarios in a Chinese population. METHODS The study employed a quadruple-bounded dichotomous choice contingent valuation method to estimate the WTP/Q in the general public. The estimation was conducted across chronic, terminal and rare disease scenarios. Face-to-face interviews were conducted in a Chinese general population recruited from Jiangsu province using a convenience sampling method. Interval regression analysis was performed to determine the relationship between respondents' demographic and socioeconomic conditions and WTP/Q. Sensitivity analyses of removing protest responses and open question analyses were conducted. RESULTS A total of 896 individuals participated in the study. The WTP/Q thresholds were 128 000 Chinese renminbi (RMB) ($36 364) for chronic diseases, 149 500 RMB ($42 472) for rare diseases and 140 800 RMB ($40 000) for terminal diseases, equivalent to 1.76, 2.06 and 1.94 times the gross domestic product per capita in China, respectively. The starting bid value had a positive influence on participants' WTP/Q. Additionally, residing in an urban area (p<0.01), and higher household expenditure (p<0.01), educational attainment (p<0.02) and quality of life (p<0.02) were significantly associated with higher WTP/Q. Sensitivity analyses demonstrated the robustness of the results. CONCLUSION This study implies that tailored or varied rather than a single cost-effectiveness threshold could better reflect community preferences for the value of a healthy year. Our estimates hold significance in informing reimbursement decision-making in health technology assessment in China.
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Affiliation(s)
- Lizheng Xu
- The George Institute for Global Health, Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia
| | | | - Blake Angell
- The George Institute for Global Health, Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Yawen Jiang
- Sun Yat-Sen University School of Public Health Shenzhen, Shenzhen, Guangdong, China
| | - Kirsten Howard
- Menzies Centre for Health Policy and Economics, The University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia
- School of Public Health, The University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia
| | - Stephen Jan
- The George Institute for Global Health, Faculty of Medicine and Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Lei Si
- School of Health Science, Western Sydney University, Penrith South, New South Wales, Australia
- Translational Health Research Institute, Western Sydney University, Penrith South, New South Wales, Australia
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Neumann-Böhme S, Sabat I, Brinkmann C, Attema AE, Stargardt T, Schreyögg J, Brouwer W. Jumping the Queue:Willingness to Pay for Faster Access to COVID-19 Vaccines in Seven European Countries. PHARMACOECONOMICS 2023; 41:1389-1402. [PMID: 37344725 PMCID: PMC10492869 DOI: 10.1007/s40273-023-01284-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/17/2023] [Indexed: 06/23/2023]
Abstract
INTRODUCTION Given the initial shortage of vaccines to protect against coronavirus disease 2019 (COVID-19), many countries set up priority lists, implying that large parts of the population had to wait. We therefore elicited the willingness to pay (WTP) for access to two hypothetical COVID-19 vaccines. METHODS Respondents were asked how much they would be willing to pay to get an immediate COVID-19 vaccination rather than waiting for one through the public system. We report data collected in January/February 2021 from the European COVID Survey (ECOS) comprising representative samples of the population in Denmark, France, Germany, Italy, Portugal, the Netherlands, and the UK (N = 7068). RESULTS In total, 73% (68.5%) of respondents were willing to pay for immediate access to a 100% (60%) effective vaccine, ranging from 66.4% (59.4%) in the Netherlands to 83.3% (81.1%) in Portugal. We found a mean WTP of 54.36 euros (median 37 euros) for immediate access to the 100% effective COVID-19 vaccine and 43.83 euros (median 31 euros) for the 60% effective vaccine. The vaccines' effectiveness, respondents' age, country of residence, income, health state and well-being were significant determinants of WTP. Willingness to be vaccinated (WTV) was also strongly associated with WTP, with lower WTV being associated with lower WTP. A higher perceived risk of infection, higher health risk, more trust in the safety of vaccines, and higher expected waiting time for the free vaccination were all associated with a higher WTP. CONCLUSION We find that most respondents would have been willing to pay for faster access to COVID vaccines (jumping the queue), suggesting welfare gains from quicker access to these vaccines. This is an important result in light of potential future outbreaks and vaccines.
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Affiliation(s)
- Sebastian Neumann-Böhme
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands.
- Hamburg Center for Health Economics, University of Hamburg, Hamburg, Germany.
| | - Iryna Sabat
- Nova School of Business and Economics, Carcavelos, Portugal
| | - Carolin Brinkmann
- Hamburg Center for Health Economics, University of Hamburg, Hamburg, Germany
| | - Arthur E Attema
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Erasmus Centre for Health Economics Rotterdam, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Tom Stargardt
- Hamburg Center for Health Economics, University of Hamburg, Hamburg, Germany
| | - Jonas Schreyögg
- Hamburg Center for Health Economics, University of Hamburg, Hamburg, Germany
| | - Werner Brouwer
- Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Erasmus Centre for Health Economics Rotterdam, Erasmus University Rotterdam, Rotterdam, The Netherlands
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Estimating the range of incremental cost-effectiveness thresholds for healthcare based on willingness to pay and GDP per capita: A systematic review. PLoS One 2022; 17:e0266934. [PMID: 35421181 PMCID: PMC9009631 DOI: 10.1371/journal.pone.0266934] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 03/30/2022] [Indexed: 11/19/2022] Open
Abstract
Background Decision-making in healthcare policy involves assessing both costs and benefits. In determining the cost-effectiveness (CE) threshold, willingness to pay (WTP) per quality-adjusted life year (QALY), GDP per capita, and other factors are important. However, the relationship between WTP/QALY or GDP per capita and the CE threshold is unclear. It is important to clarify the relationship between WTP/QALY and GDP to provide a clear basis for setting the CE threshold. Objective The purpose of this study was to compare WTP/QALY and GDP per capita, and to develop a new CE threshold range based on WTP using GDP per capita. The relationship between WTP/QALY and healthy life expectancy (HALE) was also investigated. Methods We searched MEDLINE, EMBASE and Web of Science from 1980/01/01 to 2020/12/31 using the following selection criteria (latest search: Dec 2021):1, studies that estimated WTP/QALY; 2, the general population was surveyed; 3, the article was in English. From the collected articles, we obtained average values of WTP/QALY for various countries and compared WTP/QALY with GDP per capita. The correlation between WTP/QALY and HALE was also examined. Results We identified 20 papers from 17 countries. Comparison of mean WTP/QALY values with GDP per capita showed that most WTP/QALY values were in the range of 0.5–1.5 times GDP per capita, though the median values were less than 0.5 times. Comparison of WTP/QALY with HALE showed a statistically significant positive correlation when Taiwan was excluded as an outlier. Conclusions Our results suggest a CE threshold range of 0.5–1.5 times GDP per capita is appropriate but lower than the WHO-recommended range of 1–3 times. The correlation between WTP/QALY and HALE suggests that investment in healthcare is reflected in an increased healthy life expectancy. Since WTP is based on consumer preferences, this range could be used to set a generally acceptable criterion.
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Kouakou CRC, Poder TG. Willingness to pay for a quality-adjusted life year: a systematic review with meta-regression. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2022; 23:277-299. [PMID: 34417905 DOI: 10.1007/s10198-021-01364-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 07/29/2021] [Indexed: 05/12/2023]
Abstract
The use of a threshold for cost-utility studies is of major importance to health authorities for making the best allocation decisions for limited resources. Regarding the increasing number of studies worldwide that seek to establish a value for a quality-adjusted life year (QALY), it is necessary to review these studies to provide a global insight into the literature. A systematic review on willingness to pay (WTP) studies focusing on QALY was conducted in eight databases up to June 26, 2020. From a total of 9991 entries, 39 studies were selected, and 511 observations were extracted for the meta-analysis using the ordinary least squares method. The results showed a predicted mean empirical value of $52,619.39 (95% CI 49,952.59; 55,286.19) per QALY in US dollars for 2018. A 1% increase in income led to an increase of 0.6% in the WTP value, while a 1-year increase in respondent age led to a decrease of 3.3% in the WTP value. Sex, education level and employment status had significant effects on WTP. Compared to face-to-face interviews, surveys conducted by the internet or telephone were more likely to have a significantly higher value of WTP per QALY, while out-of-pocket payment tended to lower the value. The prediction made for the province of Quebec, Canada, provided a QALY value of approximately USD $98,450 (CAD $127,985), which is about 2.3 times its gross domestic product (GDP) per capita in 2018. This study is consistent with the extant literature and will be useful for countries that do not yet have a preference-based survey for the value of a QALY.
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Affiliation(s)
- Christian R C Kouakou
- Department of Economics, School of Business, University of Sherbrooke, Sherbrooke, Canada
- Centre de recherche de l'Institut universitaire en santé mentale de Montréal, CIUSSS de l'Est de l'Île de Montréal, Montreal, Canada
| | - Thomas G Poder
- Centre de recherche de l'Institut universitaire en santé mentale de Montréal, CIUSSS de l'Est de l'Île de Montréal, Montreal, Canada.
- Department of Management, Evaluation and Health Policy, School of Public Health, University of Montreal, Montreal, Canada.
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Gloria MAJ, Thavorncharoensap M, Chaikledkaew U, Youngkong S, Thakkinstian A, Culyer AJ. A Systematic Review of Demand-Side Methods of Estimating the Societal Monetary Value of Health Gain. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:1423-1434. [PMID: 34593165 DOI: 10.1016/j.jval.2021.05.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 05/11/2021] [Accepted: 05/17/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES Although many reviews of the literature on cost-effectiveness thresholds (CETs) exist, the availability of new studies and the absence of a fully comprehensive analysis warrant a new review. This study systematically reviews demand-side methods for estimating the societal monetary value of health gain. METHODS Several electronic databases were searched from inception to October 2019. To be included, a study had to be an original article in any language, with a clearly described method for estimating the societal monetary values of health gain and with all estimated values reported. Estimates were converted to US dollars ($), using purchasing power parity (PPP) exchange rates and the gross domestic product (GDP) per capita (2019). RESULTS We included 53 studies; 45 used direct approach and 8 used indirect approach. Median estimates from the direct approach were PPP$ 24 942 (range 554-1 301 912) per quality-adjusted life-year (QALY), which were typically 0.53 (range 0.02-24.08) GDP per capita. Median estimates using the indirect approach were PPP$ 310 051 (range 36 402-7 574 870) per QALY, which accounted for 7.87 (range 0.68-116.95) GDP per capita. CONCLUSIONS Our review found that the societal values of health gain or CETs were less than GDP per capita. The great variety in methods and estimates suggests that a more standardized and internationally agreed methodology for estimating CET is warranted. Multiple CETs may have a role when QALYs are not equally valued from a societal perspective (eg, QALYs accruing to people near death compared with equivalent QALYs to others).
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Affiliation(s)
- Mac Ardy Junio Gloria
- Mahidol University Health Technology Assessment Graduate Program, Mahidol University, Bangkok, Thailand; Department of Pharmacy, College of Pharmacy, University of the Philippines Manila, Manila, Philippines
| | - Montarat Thavorncharoensap
- Mahidol University Health Technology Assessment Graduate Program, Mahidol University, Bangkok, Thailand; Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand.
| | - Usa Chaikledkaew
- Mahidol University Health Technology Assessment Graduate Program, Mahidol University, Bangkok, Thailand; Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Sitaporn Youngkong
- Mahidol University Health Technology Assessment Graduate Program, Mahidol University, Bangkok, Thailand; Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Ammarin Thakkinstian
- Mahidol University Health Technology Assessment Graduate Program, Mahidol University, Bangkok, Thailand; Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Anthony J Culyer
- Centre for Health Economics, University of York, York, England, UK
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Jones JL, Tse F, Carroll MW, deBruyn JC, McNeil SA, Pham-Huy A, Seow CH, Barrett LL, Bessissow T, Carman N, Melmed GY, Vanderkooi OG, Marshall JK, Benchimol EI. Canadian Association of Gastroenterology Clinical Practice Guideline for Immunizations in Patients With Inflammatory Bowel Disease (IBD)-Part 2: Inactivated Vaccines. J Can Assoc Gastroenterol 2021; 4:e72-e91. [PMID: 34476339 PMCID: PMC8407486 DOI: 10.1093/jcag/gwab016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND AND AIMS The effectiveness and safety of vaccinations can be altered by immunosuppressive therapies, and perhaps by inflammatory bowel disease (IBD) itself. These recommendations developed by the Canadian Association of Gastroenterology and endorsed by the American Gastroenterological Association, aim to provide guidance on immunizations in adult and pediatric patients with IBD. This publication focused on inactivated vaccines. METHODS Systematic reviews evaluating the efficacy, effectiveness, and safety of vaccines in patients with IBD, other immune-mediated inflammatory diseases, and the general population were performed. Critical outcomes included mortality, vaccine-preventable diseases, and serious adverse events. Immunogenicity was considered a surrogate outcome for vaccine efficacy. Certainty of evidence and strength of recommendations were rated according to the GRADE (Grading of Recommendation Assessment, Development, and Evaluation) approach. Key questions were developed through an iterative online platform, and voted on by a multidisciplinary group. Recommendations were formulated using the Evidence-to-Decision framework. Strong recommendation means that most patients should receive the recommended course of action, whereas a conditional recommendation means that different choices will be appropriate for different patients. RESULTS Consensus was reached on 15 of 20 questions. Recommendations address the following vaccines: Haemophilus influenzae type b, recombinant zoster, hepatitis B, influenza, pneumococcus, meningococcus, tetanus-diphtheria-pertussis, and human papillomavirus. Most of the recommendations for patients with IBD are congruent with the current Centers for Disease Control and Prevention and Canada's National Advisory Committee on Immunization recommendations for the general population, with the following exceptions. In patients with IBD, the panel suggested Haemophilus influenzae type b vaccine for patients older than 5 years of age, recombinant zoster vaccine for adults younger than 50 year of age, and hepatitis B vaccine for adults without a risk factor. Consensus was not reached, and recommendations were not made for 5 statements, due largely to lack of evidence, including double-dose hepatitis B vaccine, timing of influenza immunization in patients on biologics, pneumococcal and meningococcal vaccines in adult patients without risk factors, and human papillomavirus vaccine in patients aged 27-45 years. CONCLUSIONS Patients with IBD may be at increased risk of some vaccine-preventable diseases. Therefore, maintaining appropriate vaccination status in these patients is critical to optimize patient outcomes. In general, IBD is not a contraindication to the use of inactivated vaccines, but immunosuppressive therapy may reduce vaccine responses.
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Affiliation(s)
- Jennifer L Jones
- Department of Medicine and Community Health and Epidemiology, Dalhousie
University, Queen Elizabeth II Health Sciences Center,
Halifax, Nova Scotia, Canada
| | - Frances Tse
- Division of Gastroenterology and Farncombe Family Digestive Health
Research Institute, McMaster University, Hamilton,
Ontario, Canada
| | - Matthew W Carroll
- Division of Pediatric Gastroenterology, Hepatology and Nutrition,
Department of Pediatrics, University of Alberta,
Edmonton, Alberta, Canada
| | - Jennifer C deBruyn
- Section of Pediatric Gastroenterology, Departments of Pediatrics and
Community Health Sciences, University of Calgary,
Calgary, Alberta, Canada
| | - Shelly A McNeil
- Division of Infectious Diseases, Department of Medicine, Dalhousie
University, Halifax, Nova Scotia, Canada
| | - Anne Pham-Huy
- Division of Infectious Diseases, Immunology and Allergy, Department of
Pediatrics, Children’s Hospital of Eastern Ontario, University of
Ottawa, Ottawa, Ontario, Canada
| | - Cynthia H Seow
- Division of Gastroenterology, Departments of Medicine and Community
Health Sciences, University of Calgary, Calgary,
Alberta, Canada
| | - Lisa L Barrett
- Division of Infectious Diseases, Department of Medicine, Dalhousie
University, Halifax, Nova Scotia, Canada
| | - Talat Bessissow
- Division of Gastroenterology, McGill University Health
Centre, Montreal, Quebec, Canada
| | - Nicholas Carman
- Department of Pediatrics, University of Ottawa,
Ottawa, Ontario, Canada
- CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology,
Hepatology and Nutrition, Children’s Hospital of Eastern
Ontario, Ottawa, Ontario, Canada
| | - Gil Y Melmed
- Inflammatory Bowel Disease Center, Cedars-Sinai Medical
Center, Los Angeles, California, United States
| | - Otto G Vanderkooi
- Section of Infectious Diseases, Departments of Pediatrics,
Microbiology, Immunology and Infectious Diseases, Pathology and Laboratory
Medicine and Community Health Sciences, University of Calgary, Alberta
Children’s Hospital Research Institute, Calgary,
Alberta, Canada
| | - John K Marshall
- Division of Gastroenterology and Farncombe Family Digestive Health
Research Institute, McMaster University, Hamilton,
Ontario, Canada
| | - Eric I Benchimol
- Department of Pediatrics and School of Epidemiology and Public Health,
University of Ottawa, Ottawa, Ontario,
Canada
- CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology,
Hepatology and Nutrition, Children’s Hospital of Eastern Ontario and CHEO
Research Institute, Ottawa, Ontario,
Canada
- ICES Ottawa, Ottawa, Ontario,
Canada
- Department of Paediatrics, University of Toronto,
Toronto, Ontario, Canada,
SickKids Inflammatory Bowel Disease Centre, Division of
Gastroenterology Hepatology and Nutrition, The Hospital for Sick Children, Child
Health Evaluative Sciences, SickKids Research Institute, ICES,
Toronto, Ontario, Canada
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10
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Jones JL, Tse F, Carroll MW, deBruyn JC, McNeil SA, Pham-Huy A, Seow CH, Barrett LL, Bessissow T, Carman N, Melmed GY, Vanderkooi OG, Marshall JK, Benchimol EI. Canadian Association of Gastroenterology Clinical Practice Guideline for Immunizations in Patients With Inflammatory Bowel Disease (IBD)-Part 2: Inactivated Vaccines. Gastroenterology 2021; 161:681-700. [PMID: 34334167 DOI: 10.1053/j.gastro.2021.04.034] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS The effectiveness and safety of vaccinations can be altered by immunosuppressive therapies, and perhaps by inflammatory bowel disease (IBD) itself. These recommendations developed by the Canadian Association of Gastroenterology and endorsed by the American Gastroenterological Association, aim to provide guidance on immunizations in adult and pediatric patients with IBD. This publication focused on inactivated vaccines. METHODS Systematic reviews evaluating the efficacy, effectiveness, and safety of vaccines in patients with IBD, other immune-mediated inflammatory diseases, and the general population were performed. Critical outcomes included mortality, vaccine-preventable diseases, and serious adverse events. Immunogenicity was considered a surrogate outcome for vaccine efficacy. Certainty of evidence and strength of recommendations were rated according to the GRADE (Grading of Recommendation Assessment, Development, and Evaluation) approach. Key questions were developed through an iterative online platform, and voted on by a multidisciplinary group. Recommendations were formulated using the Evidence-to-Decision framework. Strong recommendation means that most patients should receive the recommended course of action, whereas a conditional recommendation means that different choices will be appropriate for different patients. RESULTS Consensus was reached on 15 of 20 questions. Recommendations address the following vaccines: Haemophilus influenzae type b, recombinant zoster, hepatitis B, influenza, pneumococcus, meningococcus, tetanus-diphtheria-pertussis, and human papillomavirus. Most of the recommendations for patients with IBD are congruent with the current Centers for Disease Control and Prevention and Canada's National Advisory Committee on Immunization recommendations for the general population, with the following exceptions. In patients with IBD, the panel suggested Haemophilus influenzae type b vaccine for patients older than 5 years of age, recombinant zoster vaccine for adults younger than 50 year of age, and hepatitis B vaccine for adults without a risk factor. Consensus was not reached, and recommendations were not made for 5 statements, due largely to lack of evidence, including double-dose hepatitis B vaccine, timing of influenza immunization in patients on biologics, pneumococcal and meningococcal vaccines in adult patients without risk factors, and human papillomavirus vaccine in patients aged 27-45 years. CONCLUSIONS Patients with IBD may be at increased risk of some vaccine-preventable diseases. Therefore, maintaining appropriate vaccination status in these patients is critical to optimize patient outcomes. In general, IBD is not a contraindication to the use of inactivated vaccines, but immunosuppressive therapy may reduce vaccine responses.
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Affiliation(s)
- Jennifer L Jones
- Department of Medicine and Community Health and Epidemiology, Dalhousie University, Queen Elizabeth II Health Sciences Center, Halifax, Nova Scotia, Canada.
| | - Frances Tse
- Division of Gastroenterology and Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Matthew W Carroll
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Jennifer C deBruyn
- Section of Pediatric Gastroenterology, Departments of Pediatrics and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Shelly A McNeil
- Division of Infectious Diseases, Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Anne Pham-Huy
- Division of Infectious Diseases, Immunology and Allergy, Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Cynthia H Seow
- Division of Gastroenterology, Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Lisa L Barrett
- Division of Infectious Diseases, Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Talat Bessissow
- Division of Gastroenterology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Nicholas Carman
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada, CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Gil Y Melmed
- Inflammatory Bowel Disease Center, Cedars-Sinai Medical Center, Los Angeles, California
| | - Otto G Vanderkooi
- Section of Infectious Diseases, Departments of Pediatrics, Microbiology, Immunology and Infectious Diseases, Pathology and Laboratory Medicine and Community Health Sciences, University of Calgary, Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| | - John K Marshall
- Division of Gastroenterology and Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Eric I Benchimol
- Department of Pediatrics and School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada, CHEO Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Eastern Ontario and CHEO Research Institute, Ottawa, Ontario, Canada, ICES Ottawa, Ottawa, Ontario, Canada; Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada, SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology Hepatology and Nutrition, The Hospital for Sick Children, Child Health Evaluative Sciences, SickKids Research Institute, ICES, Toronto, Ontario, Canada.
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11
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Ye Z, Liu F, Ma J, Zhou Z, Wang C, Sun L. Comparing the monetary value of a quality-adjusted life year from the payment card and the open-ended format. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2021; 19:45. [PMID: 34281574 PMCID: PMC8287741 DOI: 10.1186/s12962-021-00298-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 07/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The payment card (PC) format and the open-ended (OE) format are common methods in eliciting willingness-to-pay (WTP) of one additional quality-adjusted life year (QALY). The aim of this research is to compare these two formats in eliciting the monetary value of a QALY. METHODS A contingent valuation survey was carried out using a pre-designed questionnaire with various hypothetical scenarios. The difference between the PC and the OE formats was evaluated by a two-sample equality test. Furthermore, generalized linear models were carried out to control observed heterogeneity and to test theoretical validity. RESULTS In total, 461 individuals were involved, among whom 235 (51%) answered the PC question, while 226 (49%) answered the OE question. Excluding zero response, the mean WTP values of these two formats for different scenarios varied dramatically, which was from 13,278 to 280,177 RMB for the PC, 18,119 to 620,913 RMB for the OE. The OE format tended to elicit lower values for less serious condition and higher values for more serious condition. However, equality test of mean and median demonstrated insignificant difference of these two formats for all scenarios. For both OE and PC format, most variables were found to have significant effect on the value of WTP/QALY. Moreover, joint estimation indicated a statistically significant positive effect on the OE results. Further analysis demonstrated that the imbalanced zero response distribution caused the main difference of these two formats. CONCLUSIONS This research indicated insignificantly different WTP/QALY estimates of the PC format and OE format with the grouped data whereas significantly higher estimates of the OE format from the pooled data. These two formats were found to be valid. More research about the difference and the validity of various WTP eliciting methods would be recommended for a robust estimation of WTP/QALY.
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Affiliation(s)
- Ziping Ye
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Fuyao Liu
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Jia Ma
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Ziyang Zhou
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Chen Wang
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Lihua Sun
- College of business administration, Shenyang Pharmaceutical University, Shenyang, 110016, China.
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12
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Chatroux L, Darney BG, Skye M, Caughey AB, Rodriguez MI. Examining the effect of unintended pregnancy on health utility using four measures. Contraception 2021; 104:344-349. [PMID: 33939984 DOI: 10.1016/j.contraception.2021.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 04/07/2021] [Accepted: 04/18/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVES We measured women's preferences for avoiding an unintended pregnancy. We determined if young age (<25) was associated with lowest utility with an unintended pregnancy. STUDY DESIGN We conducted a cross sectional study of women presenting for hormonal contraception who did not desire a pregnancy. We used four techniques to elicit health prefences and calculate utilities for an unintended pregnancy: visual analog scale, and willingness to pay, time-tradeoff (TTO), and standard gamble. We dichotomized each measure to define lowest utility for each measure. We used predicted probabilities and multivariable logistic regression to estimate the association between age (≤25 vs ≥26 y) and lowest utility with an unintended pregnancy. RESULTS Our sample included 419 participants from four states. We found that younger age (≤25) was positively associated with reporting the lowest utility for unintended pregnancy. In absolute terms, with the visual analog scale, the probability that a woman 25 years or younger would have lower preference for an unintended pregnancy was 26.8% (95% CI 20.4-33.2%) versus (21.7% (95% CI 14.3-29.0%). Using the willingness to pay, the probability of the younger group having lower preference was 84.9% (CI 80.3-89.4%) compared to 57.3% (CI 49.3-65.3). With the TTO, Women 25 years old and younger had a 78.3% probability (CI 72.6-84.0%) of low utility on the TTO vs 48.9% (CI 40.9-56.9%) in the older group. With standard gamble, younger women had a 47.0% probability (CI 36.8-50.6%) versus 18.0% (CI 14.7-27.5%). CONCLUSIONS Women of all ages report a decrease in health utility with unintended pregnancy. This decrease in health utility is greater among young women (age <25). IMPLICATIONS Health utilities for unintended pregnancy can be used to guide cost effectiveness research and health policy.
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Affiliation(s)
- Louisa Chatroux
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Blair G Darney
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Megan Skye
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Aaron B Caughey
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Maria I Rodriguez
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR 97239, United States.
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13
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McDougall JA, Furnback WE, Wang BCM, Mahlich J. Understanding the global measurement of willingness to pay in health. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2020; 8:1717030. [PMID: 32158523 PMCID: PMC7048225 DOI: 10.1080/20016689.2020.1717030] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 12/20/2019] [Accepted: 01/09/2020] [Indexed: 05/05/2023]
Abstract
Objective: To understand the different methodologies used to elicit willingness to pay for health and the value of a statistical life year through surveys. Methodology: A systematic review of the literature was undertaken to identify studies using surveys to estimate either willingness to pay for health or the value of a statistical life year. Each study was reviewed and the study setting, sample size, sample description, survey administration (online or face to face), survey methodology, and results were extracted. The results of the studies were then compared to any published national guidelines of cost-effectiveness thresholds to determine their accuracy. Results: Eighteen studies were included in the review with 15 classified as willingness to pay and 3 value of a statistical life. The included studies covered Asia (n = 6), Europe (n = 4), the Middle East (n = 1), and North America (n = 5), with one study taking a global perspective. There were substantial differences in both the methodologies and the estimates of both willingness to pay and value of a statistical life between the different studies. Conclusion: Different methods used to elicit willingness to pay and the value of a statistical life year resulted in a wide range of estimates.
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Affiliation(s)
- Jean A. McDougall
- Health Economics and Outcomes Research, Elysia Group, LLC, New York, NY, USA
- Division of Epidemiology, Biostatistics, and Preventive Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Wesley E. Furnback
- Health Economics and Outcomes Research, Elysia Group, LLC, New York, NY, USA
| | - Bruce C. M. Wang
- Health Economics and Outcomes Research, Elysia Group, LLC, New York, NY, USA
- CONTACT Bruce C. M. Wang Elysia Group, LLC, 333 E 43rd Street, Apt., 1012, New York, NY10017, USA
| | - Jörg Mahlich
- Health Economics, Janssen Pharmaceutical KK, Tokyo, Japan
- Düsseldorf Institute for Competition Economics (DICE), University of Düsseldorf, Düsseldorf, Germany
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14
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Tak CR, Kim J, Gunning K, Sherwin CM, Nickman NA, Biskupiak JE. Cost-Sharing Requirements for the Herpes Zoster Vaccine in Adults Aged 60. J Pharm Technol 2019; 35:258-269. [PMID: 34752508 PMCID: PMC6726872 DOI: 10.1177/8755122519860074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background: Rates of zoster vaccination in US adults aged 60+ were approximately 30.6% in 2015. Out-of-pocket cost-sharing has been identified as a major barrier to vaccination for patients. To date, herpes zoster vaccine cost-sharing requirements for adults aged 60 to 64 has not been described. Objective: Compare the cost-sharing requirements for zoster vaccination in adults aged 60 to 64 and adults aged 65+. Methods: A retrospective cohort design examined pharmacy claims for zoster vaccination from the Utah All Payer Claims Database for adults aged 60+. Descriptive statistics and a 2-part cost model compared cost-sharing requirements for adults aged 60 to 64 and adults 65+. Results: Of the 30 293 zoster vaccine claims, 13 398 (45.8%) had no cost-sharing, 1716 (5.9%) had low cost-sharing (defined as $1 to less than $30), and 14 133 (48.3%) had high cost-sharing (defined as $30 or more). In the cost models, adults aged 65+ had higher odds of any cost-sharing (odds ratio = 39.86) and 29% higher cost-sharing as compared with adults aged 60 to 64. Conclusions: Adults aged 60 to 64 encounter lower cost-sharing requirements than adults aged 65+. Providers should be cognizant of this dynamic and encourage zoster vaccination prior to the age of 65.
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Affiliation(s)
- Casey R Tak
- University of North Carolina at Chapel Hill, NC, USA.,UNC Health Sciences at MAHEC, Asheville, NC, USA
| | | | | | - Catherine M Sherwin
- Wright State University, Dayton, OH, USA.,Dayton Children's Hospital, Dayton, OH, USA
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15
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Moradi N, Rashidian A, Nosratnejad S, Olyaeemanesh A, Zanganeh M, Zarei L. The Worth of a Quality-Adjusted Life-Year in Patients with Diabetes: An Investigation Study using a Willingness-to-Pay Method. PHARMACOECONOMICS - OPEN 2019; 3:311-319. [PMID: 30617954 PMCID: PMC6710303 DOI: 10.1007/s41669-018-0111-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
BACKGROUND A limited number of studies have specifically examined the value of quality-adjusted life-years (QALYs) from the patient's perspective. OBJECTIVE The goal of this study was to investigate the worth of QALYs from the perspectives of patients with diabetes using health and willingness-to-pay (WTP) measures. METHODS A hypothetical treatment characterized by a permanent cure was presented to 149 patients with diabetes in Tehran, Iran, to elicit the monetary value that they attach to QALYs. The QALY gains of the participants were determined using the EuroQol-5 Dimensions, 3 Levels instrument, the visual analogue scale, and the time trade-off method. A mixed closed-ended WTP model supported by an open-ended question was used to ascertain the monetary value of a QALY gained. Finally, we used each respondent's ratio of WTP to QALY gained and the mean of the ratios to estimate the worth of a QALY to all respondents. RESULTS In total, 96% of respondents were willing to pay out of pocket for the restoration of full health, whereas 4% exhibited a zero WTP because of an inability to pay. The mean WTP per QALY varied depending on the health measure and discount rate used, ranging from $US1191 to $US5043 in sensitivity analysis, which is equal to 0.23-0.95 of Iran's gross domestic product (GDP) per capita in 2015. CONCLUSION Applying the upper limit of the World Health Organization's (WHO) cost-effectiveness threshold (i.e., three times the local GDP per capita) in resource allocation decisions requires caution and investigation, particularly in low- and middle-income countries with limited healthcare resources. To generalize our findings, especially for application to decision making, additional surveys involving more representative samples from different settings are recommended.
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Affiliation(s)
- Najme Moradi
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Arash Rashidian
- Department of Health Management and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Shirin Nosratnejad
- Department of Health Economics, Iranian Centre of Excellence in Health Service Management, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Alireza Olyaeemanesh
- Health Economics Department, National Institute for Health Research, Tehran University of Medical Sciences, Tehran, Iran
- Health Equity Research Centre, Tehran University of Medical Sciences, Tehran, Iran
| | - Marzieh Zanganeh
- Head of Health Insurance Office, Ministry of Health and Medical Education, Tehran, Iran
| | - Leila Zarei
- Health Policy Research Center, Institute of Heath, Shiraz University of Medical Sciences, Tehran, Iran
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16
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Bleeding out the quality-adjusted life years: evaluating the burden of primary dysmenorrhea using time trade-off and willingness-to-pay methods. Pain 2018; 158:2259-2267. [PMID: 28767507 DOI: 10.1097/j.pain.0000000000001028] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Primary dysmenorrhea (PD), or painful menstruation in the absence of identified uterine pathology, affects 5 to 9 in every 10 reproductive-aged women. Despite its high prevalence, just a few studies with very small patient numbers have focused on health-related quality of life impairment in PD. We aimed to assess health-related quality of life values for a severe and a mild hypothetical PD health state using 10-year time trade-off and willingness-to-pay methods. In 2015, a nationwide convenience sample of women, aged between 18 and 40 years, was recruited using an Internet-based cross-sectional survey in Hungary. Respondents with a known history of secondary dysmenorrhea were excluded. Data on 1836 and 160 women, with and without a history of PD, respectively, were analysed. Mean utility values for the severe and mild health states were 0.85 (median 0.95) and 0.94 (median 1), respectively. Participants were willing to pay a mean of &OV0556;1127 (median &OV0556;161) and &OV0556;142 (median &OV0556;16) for a complete cure from the severe and mild PD health states. Compared with the non-PD group, women with PD valued both health states worse according to willingness to pay (P < 0.05) but similar in the time trade-off. It seems that PD substantially contributes to the quality-adjusted life year loss in this age group, which is comparable with losses from chronic diseases such as type 1 diabetes, asthma, atopic eczema, or chronic migraine. Our findings provide a useful input to cost-effectiveness and cost-benefit analyses of PD treatments.
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17
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Oremus M, Sharafoddini A, Morgano GP, Jin X, Xie F. A Computer-Assisted Personal Interview App in Research Electronic Data Capture for Administering Time Trade-off Surveys (REDCap): Development and Pretest. JMIR Form Res 2018; 2:e3. [PMID: 30684429 PMCID: PMC6334703 DOI: 10.2196/formative.8202] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 12/01/2017] [Accepted: 12/06/2017] [Indexed: 11/25/2022] Open
Abstract
Background The time trade-off (TTO) task is a method of eliciting health utility scores, which range from 0 (equivalent to death) to 1 (equivalent to perfect health). These scores numerically represent a person’s health-related quality of life. Software apps exist to administer the TTO task; however, most of these apps are poorly documented and unavailable to researchers. Objective To fill the void, we developed an online app to administer the TTO task for a research study that is examining general public proxy health-related quality of life estimates for persons with Alzheimer’s disease. This manuscript describes the development and pretest of the app. Methods We used Research Electronic Data Capture (REDCap) to build the TTO app. The app’s modular structure and REDCap’s object-oriented environment facilitated development. After the TTO app was built, we recruited a purposive sample of 11 members of the general public to pretest its functionality and ease of use. Results Feedback from the pretest group was positive. Minor modifications included clarity enhancements, such as rearranging some paragraph text into bullet points, labeling the app to delineate different question sections, and revising or deleting text. We also added a research question to enable the identification of respondents who know someone with Alzheimer’s disease. Conclusions We developed an online app to administer the TTO task. Other researchers may access and customize the app for their own research purposes.
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Affiliation(s)
- Mark Oremus
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Anis Sharafoddini
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Gian Paolo Morgano
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Xuejing Jin
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.,Program for Health Economics and Outcome Measures, Hamilton, ON, Canada
| | - Feng Xie
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.,Program for Health Economics and Outcome Measures, Hamilton, ON, Canada.,Centre for Evaluation of Medicines, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
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18
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Vallejo-Torres L, García-Lorenzo B, Castilla I, Valcárcel-Nazco C, García-Pérez L, Linertová R, Polentinos-Castro E, Serrano-Aguilar P. On the Estimation of the Cost-Effectiveness Threshold: Why, What, How? VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2016; 19:558-66. [PMID: 27565273 DOI: 10.1016/j.jval.2016.02.020] [Citation(s) in RCA: 114] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Revised: 02/02/2016] [Accepted: 02/28/2016] [Indexed: 05/19/2023]
Abstract
BACKGROUND Many health care systems claim to incorporate the cost-effectiveness criterion in their investment decisions. Information on the system's willingness to pay per effectiveness unit, normally measured as quality-adjusted life-years (QALYs), however, is not available in most countries. This is partly because of the controversy that remains around the use of a cost-effectiveness threshold, about what the threshold ought to represent, and about the appropriate methodology to arrive at a threshold value. OBJECTIVES The aim of this article was to identify and critically appraise the conceptual perspectives and methodologies used to date to estimate the cost-effectiveness threshold. METHODS We provided an in-depth discussion of different conceptual views and undertook a systematic review of empirical analyses. Identified studies were categorized into the two main conceptual perspectives that argue that the threshold should reflect 1) the value that society places on a QALY and 2) the opportunity cost of investment to the system given budget constraints. RESULTS These studies showed different underpinning assumptions, strengths, and limitations, which are highlighted and discussed. Furthermore, this review allowed us to compare the cost-effectiveness threshold estimates derived from different types of studies. We found that thresholds based on society's valuation of a QALY are generally larger than thresholds resulting from estimating the opportunity cost to the health care system. CONCLUSIONS This implies that some interventions with positive social net benefits, as informed by individuals' preferences, might not be an appropriate use of resources under fixed budget constraints.
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Affiliation(s)
- Laura Vallejo-Torres
- Departamento de Economía Aplicada y Métodos Cuantitativos, Universidad de la Laguna; Centre for Biomedical Research of the Canary Islands (CIBICAN); Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Department of Applied Health Research, University College London, London, UK.
| | | | - Iván Castilla
- Centre for Biomedical Research of the Canary Islands (CIBICAN); Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Departamento de Ingeniería Informática y de Sistemas, Universidad de La Laguna
| | - Cristina Valcárcel-Nazco
- Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Canary Foundation for Health Care Research (FUNCANIS)
| | - Lidia García-Pérez
- Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Canary Foundation for Health Care Research (FUNCANIS)
| | - Renata Linertová
- Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Canary Foundation for Health Care Research (FUNCANIS)
| | - Elena Polentinos-Castro
- Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Unidad Docente de Atención Familiar y Comunitaria Norte, Gerencia de Atención Primaria, Servicio Madrileño de Salud
| | - Pedro Serrano-Aguilar
- Spanish Network of Health Services Research for Chronic Diseases (REDISSEC); Servicio de Evaluación del Servicio Canario de la Salud (SESCS), Canary Islands, Spain
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Claxton K, Martin S, Soares M, Rice N, Spackman E, Hinde S, Devlin N, Smith PC, Sculpher M. Methods for the estimation of the National Institute for Health and Care Excellence cost-effectiveness threshold. Health Technol Assess 2015; 19:1-503, v-vi. [PMID: 25692211 DOI: 10.3310/hta19140] [Citation(s) in RCA: 494] [Impact Index Per Article: 54.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Cost-effectiveness analysis involves the comparison of the incremental cost-effectiveness ratio of a new technology, which is more costly than existing alternatives, with the cost-effectiveness threshold. This indicates whether or not the health expected to be gained from its use exceeds the health expected to be lost elsewhere as other health-care activities are displaced. The threshold therefore represents the additional cost that has to be imposed on the system to forgo 1 quality-adjusted life-year (QALY) of health through displacement. There are no empirical estimates of the cost-effectiveness threshold used by the National Institute for Health and Care Excellence. OBJECTIVES (1) To provide a conceptual framework to define the cost-effectiveness threshold and to provide the basis for its empirical estimation. (2) Using programme budgeting data for the English NHS, to estimate the relationship between changes in overall NHS expenditure and changes in mortality. (3) To extend this mortality measure of the health effects of a change in expenditure to life-years and to QALYs by estimating the quality-of-life (QoL) associated with effects on years of life and the additional direct impact on QoL itself. (4) To present the best estimate of the cost-effectiveness threshold for policy purposes. METHODS Earlier econometric analysis estimated the relationship between differences in primary care trust (PCT) spending, across programme budget categories (PBCs), and associated disease-specific mortality. This research is extended in several ways including estimating the impact of marginal increases or decreases in overall NHS expenditure on spending in each of the 23 PBCs. Further stages of work link the econometrics to broader health effects in terms of QALYs. RESULTS The most relevant 'central' threshold is estimated to be £12,936 per QALY (2008 expenditure, 2008-10 mortality). Uncertainty analysis indicates that the probability that the threshold is < £20,000 per QALY is 0.89 and the probability that it is < £30,000 per QALY is 0.97. Additional 'structural' uncertainty suggests, on balance, that the central or best estimate is, if anything, likely to be an overestimate. The health effects of changes in expenditure are greater when PCTs are under more financial pressure and are more likely to be disinvesting than investing. This indicates that the central estimate of the threshold is likely to be an overestimate for all technologies which impose net costs on the NHS and the appropriate threshold to apply should be lower for technologies which have a greater impact on NHS costs. LIMITATIONS The central estimate is based on identifying a preferred analysis at each stage based on the analysis that made the best use of available information, whether or not the assumptions required appeared more reasonable than the other alternatives available, and which provided a more complete picture of the likely health effects of a change in expenditure. However, the limitation of currently available data means that there is substantial uncertainty associated with the estimate of the overall threshold. CONCLUSIONS The methods go some way to providing an empirical estimate of the scale of opportunity costs the NHS faces when considering whether or not the health benefits associated with new technologies are greater than the health that is likely to be lost elsewhere in the NHS. Priorities for future research include estimating the threshold for subsequent waves of expenditure and outcome data, for example by utilising expenditure and outcomes available at the level of Clinical Commissioning Groups as well as additional data collected on QoL and updated estimates of incidence (by age and gender) and duration of disease. Nonetheless, the study also starts to make the other NHS patients, who ultimately bear the opportunity costs of such decisions, less abstract and more 'known' in social decisions. FUNDING The National Institute for Health Research-Medical Research Council Methodology Research Programme.
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Affiliation(s)
- Karl Claxton
- Centre for Health Economics, University of York, York, UK
| | - Steve Martin
- Department of Economics and Related Studies, University of York, York, UK
| | - Marta Soares
- Centre for Health Economics, University of York, York, UK
| | - Nigel Rice
- Centre for Health Economics, University of York, York, UK
| | - Eldon Spackman
- Centre for Health Economics, University of York, York, UK
| | | | | | - Peter C Smith
- Imperial College Business School and Centre for Health Policy, Imperial College London, London, UK
| | - Mark Sculpher
- Centre for Health Economics, University of York, York, UK
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Abstract
OBJECTIVE To estimate the willingness to pay (WTP) per quality-adjusted life year (QALY) value for life-saving treatments and to determine factors affecting the WTP per QALY value. DESIGN A cross-sectional survey with multistage sampling and face-to-face interviews. SETTING General population in the southern part of Thailand. PARTICIPANTS A total of 600 individuals were included in the study. Only 554 (92.3%) responses were usable for data analyses. OUTCOME MEASURE Participants were asked for the maximum amount of WTP value for life-saving treatments by an open-ended question. EQ-5D-3L and visual analogue scale (VAS) were used to estimate additional QALY. RESULTS The amount of WTP values varied from 0 to 720,000 Baht/year (approximately 32 Baht=US$1). The averages of additional QALY obtained from VAS and EQ-5D-3L were only slightly different (0.872 and 0.853, respectively). The averages of WTP per QALY obtained from VAS and EQ-5D-3L were 244,720 and 243,120 Baht/QALY, respectively. As compared to male participants, female participants were more likely to pay less for an additional QALY (p=0.007). In addition, participants with higher household incomes tended to have higher WTP per QALY values (p<0.001). CONCLUSIONS Our study added another WTP per QALY value specifically for life-saving treatments, which would complement the current cost-effectiveness threshold used in Thailand and optimise patient access to innovative treatments or technologies.
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Affiliation(s)
- Khachapon Nimdet
- Faculty of Pharmaceutical Sciences, Prince of Songkla University, Hatyai, Songkhla, Thailand
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Ryen L, Svensson M. The Willingness to Pay for a Quality Adjusted Life Year: A Review of the Empirical Literature. HEALTH ECONOMICS 2015; 24:1289-1301. [PMID: 25070495 DOI: 10.1002/hec.3085] [Citation(s) in RCA: 132] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Revised: 05/05/2014] [Accepted: 06/20/2014] [Indexed: 05/07/2023]
Abstract
There has been a rapid increase in the use of cost-effectiveness analysis, with quality adjusted life years (QALYs) as an outcome measure, in evaluating both medical technologies and public health interventions. Alongside, there is a growing literature on the monetary value of a QALY based on estimates of the willingness to pay (WTP). This paper conducts a review of the literature on the WTP for a QALY. In total, 24 studies containing 383 unique estimates of the WTP for a QALY are identified. Trimmed mean and median estimates amount to 74,159 and 24,226 Euros (2010 price level), respectively. In regression analyses, the results indicate that the WTP for a QALY is significantly higher if the QALY gain comes from life extension rather than quality of life improvements. The results also show that the WTP for a QALY is dependent on the size of the QALY gain valued. Copyright © 2014 John Wiley & Sons, Ltd.
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Affiliation(s)
- Linda Ryen
- Department of Economics, Karlstad University, Karlstad, Sweden
| | - Mikael Svensson
- Department of Economics, Karlstad University, Karlstad, Sweden
- Department of Economics, Örebro University, Örebro, Sweden
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Gao L, Xia L, Pan SQ, Xiong T, Li SC. Health-Related Quality of Life and Willingness to Pay per Quality-Adjusted Life-Year Threshold-A Study in Patients with Epilepsy in China. Value Health Reg Issues 2015; 6:89-97. [PMID: 29698200 DOI: 10.1016/j.vhri.2015.03.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES To assess the health-related quality of life (HRQOL) and willingness to pay (WTP) per quality-adjusted life-year (QALY) amount of patients with epilepsy in China. METHODS Adults with epilepsy and a healthy control were recruited in two tertiary hospitals in China. Participants completed two indirect utility elicitation instruments (Quality of Well-being Scale-self administered version and EuroQol five-dimensional questionnaire) and a WTP questionnaire. Correlations between sociodemographic or epilepsy-specific variables (age of epilepsy onset, duration of epilepsy, seizure types, types of antiepileptic drug treatment, etc.) and HRQOL or WTP/QALY were assessed to identify the candidate predictor. Multiple linear regression models were adopted to investigate the predictive performances of identified candidate predictors. Data analyses were performed on SPSS 20.0 (SPSS, Inc., Chicago, IL). RESULTS For utilities of both the Quality of Well-being Scale-self administered version and the EuroQol five-dimensional questionnaire, patients with epilepsy had statistically lower values than did the control group (P < 0.0001). In terms of the WTP/month, the percentage of WTP accounting for the monthly income and the WTP/QALY values from the epilepsy group were substantially higher than those from the control group (P < 0.0001). [Formula: see text] The multiple linear regression model identified working status (P = 0.05), seizure types (P = 0.022), income (P = 0.006), and self-rating health state (P < 0.05) as predictors of HRQOL while income (P = 0.000) and self-rating health state (P < 0.05) statistically contributed to the variations in WTP/QALY value for the epilepsy group. CONCLUSIONS Patients with epilepsy had substantially lower HRQOL than did the healthy population.
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Affiliation(s)
- Lan Gao
- School of Biomedical Sciences & Pharmacy, The University of Newcastle, Callaghan, NSW, Australia
| | - Li Xia
- Neurology Department, Renmin Hospital of Wuhan University, Wuhan, Hubei, China
| | - Song-Qing Pan
- Neurology Department, Renmin Hospital of Wuhan University, Wuhan, Hubei, China
| | - Tao Xiong
- Neurology Department, The Fifth Hospital of Wuhan, Wuhan, Hubei, China
| | - Shu-Chuen Li
- School of Biomedical Sciences & Pharmacy, The University of Newcastle, Callaghan, NSW, Australia.
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Nimdet K, Chaiyakunapruk N, Vichansavakul K, Ngorsuraches S. A systematic review of studies eliciting willingness-to-pay per quality-adjusted life year: does it justify CE threshold? PLoS One 2015; 10:e0122760. [PMID: 25855971 PMCID: PMC4391853 DOI: 10.1371/journal.pone.0122760] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND A number of studies have been conducted to estimate willingness to pay (WTP) per quality-adjusted life years (QALY) in patients or general population for various diseases. However, there has not been any systematic review summarizing the relationship between WTP per QALY and cost-effectiveness (CE) threshold based on World Health Organization (WHO) recommendation. OBJECTIVE To systematically review willingness-to-pay per quality-adjusted-life-year (WTP per QALY) literature, to compare WTP per QALY with Cost-effectiveness (CE) threshold recommended by WHO, and to determine potential influencing factors. METHODS We searched MEDLINE, EMBASE, Psyinfo, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Center of Research Dissemination (CRD), and EconLit from inception through 15 July 2014. To be included, studies have to estimate WTP per QALY in health-related issues using stated preference method. Two investigators independently reviewed each abstract, completed full-text reviews, and extracted information for included studies. We compared WTP per QALY to GDP per capita, analyzed, and summarized potential influencing factors. RESULTS Out of 3,914 articles founded, 14 studies were included. Most studies (92.85%) used contingent valuation method, while only one study used discrete choice experiments. Sample size varied from 104 to 21,896 persons. The ratio between WTP per QALY and GDP per capita varied widely from 0.05 to 5.40, depending on scenario outcomes (e.g., whether it extended/saved life or improved quality of life), severity of hypothetical scenarios, duration of scenario, and source of funding. The average ratio of WTP per QALY and GDP per capita for extending life or saving life (2.03) was significantly higher than the average for improving quality of life (0.59) with the mean difference of 1.43 (95% CI, 1.81 to 1.06). CONCLUSION This systematic review provides an overview summary of all studies estimating WTP per QALY studies. The variation of ratio of WTP per QALY and GDP per capita depended on several factors may prompt discussions on the CE threshold policy. Our research work provides a foundation for defining future direction of decision criteria for an evidence-informed decision making system.
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Affiliation(s)
- Khachapon Nimdet
- Faculty of Pharmaceutical Sciences, Prince Songkla University, Hatyai, Thailand
| | - Nathorn Chaiyakunapruk
- School of Pharmacy, Monash University Malaysia, Selangor, Malaysia
- Center of Pharmaceutical Outcomes Research (CPOR), Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
- School of Pharmacy, University of Wisconsin, Madison, United States of America
- School of Population Health, University of Queensland, Brisbane, Australia
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Abstract
The age-associated increased susceptibility to infectious disease would suggest that vaccination should be a route to promote healthy aging and keep our seniors autonomous and independent. While vaccination represents a cost-effective and efficient strategy at community level, the ability of the immune system to mount a protective immune response is still unpredictable at the level of the individual. Thus, at a similar age, some individuals, including the elderly, might still be 'good' responders while some other, even younger, would definitely fail to mount a protective response. In this review, the current burden of vaccine-preventable diseases in the aging and aged population will be detailed with the aim to identify the ideal vaccine candidates over the age of 50 years. This article will conclude with potential strategies to reduce, as best as possible, this burden and the imperative need to overcome barriers in extending current vaccine coverage towards to a lifelong vaccine schedule.
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Affiliation(s)
- Pierre-Olivier Lang
- Translational Medicine Research group, Cranfield Health, Cranfield University, Cranfield, England,
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Martín-Fernández J, Polentinos-Castro E, del Cura-González MI, Ariza-Cardiel G, Abraira V, Gil-LaCruz AI, García-Pérez S. Willingness to pay for a quality-adjusted life year: an evaluation of attitudes towards risk and preferences. BMC Health Serv Res 2014; 14:287. [PMID: 24989615 PMCID: PMC4083040 DOI: 10.1186/1472-6963-14-287] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2013] [Accepted: 06/26/2014] [Indexed: 11/10/2022] Open
Abstract
Background This paper examines the Willingness to Pay (WTP) for a quality-adjusted life year (QALY) expressed by people who attended the healthcare system as well as the association of attitude towards risk and other personal characteristics with their response. Methods Health-state preferences, measured by EuroQol (EQ-5D-3L), were combined with WTP for recovering a perfect health state. WTP was assessed using close-ended, iterative bidding, contingent valuation method. Data on demographic and socioeconomic characteristics, as well as usage of health services by the subjects were collected. The attitude towards risk was evaluated by collecting risky behaviors data, by the subject’s self-evaluation, and through lottery games. Results Six hundred and sixty two subjects participated and 449 stated a utility inferior to 1. WTP/QALY ratios varied significantly when payments with personal money (mean €10,119; median €673) or through taxes (mean €28,187; median €915) were suggested. Family income, area income, higher education level, greater use of healthcare services, and the number of co-inhabitants were associated with greater WTP/QALY ratios. Age and female gender were associated with lower WTP/QALY ratios. Risk inclination was independently associated with a greater WTP/QALY when “out of pocket” payments were suggested. Clear discrepancies were demonstrated between linearity and neutrality towards risk assumptions and experimental results. Conclusions WTP/QALY ratios vary noticeably based on demographic and socioeconomic characteristics of the subject, but also on their attitude towards risk. Knowing the expression of preferences by patients from this outcome measurement can be of interest for health service planning.
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Affiliation(s)
- Jesus Martín-Fernández
- Consultorio Local de Villamanta (C,S Navalcarnero), Gerencia de Atención Primaria, Servicio Madrileño de Salud, Red de Investigación en Servicios Sanitarios y Enfermedades Crónicas (REDISSEC), Avda de la Libertad s/n, Villamanta 28610, Madrid, Spain.
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Harris S, Mamdani M, Galbo-Jørgensen CB, Bøgelund M, Gundgaard J, Groleau D. The effect of hypoglycemia on health-related quality of life: Canadian results from a multinational time trade-off survey. Can J Diabetes 2014; 38:45-52. [PMID: 24485213 DOI: 10.1016/j.jcjd.2013.09.001] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Revised: 09/03/2013] [Accepted: 09/04/2013] [Indexed: 02/05/2023]
Abstract
OBJECTIVE The aim of this study was to investigate the impact of hypoglycemia according to severity and time of onset on health-related quality of life (HRQoL) in a Canadian population. METHODS Time trade-off (TTO) methodology was used to estimate health utilities associated with hypoglycemic events in a representative sample of the Canadian population. A global analysis conducted in the United Kingdom, Canada, Germany and Sweden has been published. The present Canadian analysis focuses on 3 populations: general, type 1 and type 2 diabetes. Using a web-based survey, participants (>18 years) assessed the utility of 13 different health states (severe, non-severe, daytime and nocturnal hypoglycemia at different frequencies) using a scale from 1 (perfect health) to 0 (death). The average disutility value for each type of event was calculated. RESULTS Of 2258 participants, 1696 completers were included in the analysis. A non-severe nocturnal hypoglycemic event was associated with a significantly greater disutility than a non-severe daytime event (-0.0076 vs. -0.0056, respectively; p=0.05), while there was no statistically significant difference between severe nocturnal and severe daytime events (-0.0616 vs. -0.0592; p=0.76). Severe hypoglycemia was associated with greater disutility than non-severe hypoglycemia (p<0.0001). Similar trends were reported in participants with diabetes. CONCLUSIONS The findings presented here show that any form of hypoglycemia had a negative impact on HRQoL in a Canadian population. Nocturnal and/or severe hypoglycemia had a greater negative impact on HRQoL compared with daytime and/or non-severe events. This highlights the importance of preventing the development and nocturnal manifestation of hypoglycemia in patients with diabetes.
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Affiliation(s)
- Stewart Harris
- Department of Family Medicine, Western University, London, Ontario, Canada.
| | - Muhammad Mamdani
- Applied Health Research Centre (AHRC), Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Institute of Health Policy, Management, and Evaluation and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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Robinson A, Gyrd-Hansen D, Bacon P, Baker R, Pennington M, Donaldson C. Estimating a WTP-based value of a QALY: the 'chained' approach. Soc Sci Med 2013; 92:92-104. [PMID: 23849283 DOI: 10.1016/j.socscimed.2013.05.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 05/08/2013] [Accepted: 05/13/2013] [Indexed: 11/26/2022]
Abstract
A major issue in health economic evaluation is that of the value to place on a quality adjusted life year (QALY), commonly used as a measure of health care effectiveness across Europe. This critical policy issue is reflected in the growing interest across Europe in development of more sound methods to elicit such a value. EuroVaQ was a collaboration of researchers from 9 European countries, the main aim being to develop more robust methods to determine the monetary value of a QALY based on surveys of the general public. The 'chained' approach of deriving a societal willingness-to-pay (WTP) based monetary value of a QALY used the following basic procedure. First, utility values were elicited for health states using the standard gamble (SG) and time trade off (TTO) methods. Second, a monetary value to avoid some risk/duration of that health state was elicited and the implied WTP per QALY estimated. We developed within EuroVaQ an adaptation to the 'chained approach' that attempts to overcome problems documented previously (in particular the tendency to arrive at exceedingly high WTP per QALY values). The survey was administered via Internet panels in each participating country and almost 22,000 responses achieved. Estimates of the value of a QALY varied across question and were, if anything, on the low side with the (trimmed) 'all country' mean WTP per QALY ranging from $18,247 to $34,097. Untrimmed means were considerably higher and medians considerably lower in each case. We conclude that the adaptation to the chained approach described here is a potentially useful technique for estimating WTP per QALY. A number of methodological challenges do still exist, however, and there is scope for further refinement.
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Affiliation(s)
- Angela Robinson
- Norwich Medical School, University of East Anglia, Norwich, Norfolk, NR4 7TJ, UK.
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Evans M, Khunti K, Mamdani M, Galbo-Jørgensen CB, Gundgaard J, Bøgelund M, Harris S. Health-related quality of life associated with daytime and nocturnal hypoglycaemic events: a time trade-off survey in five countries. Health Qual Life Outcomes 2013; 11:90. [PMID: 23731777 PMCID: PMC3679729 DOI: 10.1186/1477-7525-11-90] [Citation(s) in RCA: 138] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Accepted: 05/22/2013] [Indexed: 12/03/2022] Open
Abstract
Background Hypoglycaemic events, particularly nocturnal, affect health-related quality of life (HRQoL) via acute symptoms, altered behaviour and fear of future events. We examined the respective disutility associated with a single event of daytime, nocturnal, severe and non-severe hypoglycaemia. Methods Representative samples were taken from Canada, Germany, Sweden, the United States and the United Kingdom. Individuals completed an internet-based questionnaire designed to quantify the HRQoL associated with different diabetes- and/or hypoglycaemia-related health states. HRQoL was measured on a utility scale: 1 (perfect health) to 0 (death) using the time trade-off method. Three populations were studied: 8286 respondents from the general population; 551 people with type 1 diabetes; and 1603 with type 2 diabetes. Respondents traded life expectancy for improved health states and evaluated the health states of well-controlled diabetes and diabetes with non-severe/severe and daytime/nocturnal hypoglycaemic events. Results In the general population, non-severe nocturnal hypoglycaemic events were associated with a 0.007 disutility compared with 0.004 for non-severe daytime episodes, equivalent to a significant 63% increase in negative impact. Severe daytime and nocturnal events were associated with a 0.057 and a 0.062 disutility, respectively, which were not significantly different. Conclusions This study applies an established health economic methodology to derive disutilities associated with hypoglycaemia stratified by onset time and severity using a large multinational population. It reveals substantial individual and cumulative detrimental effects of hypoglycaemic events – particularly nocturnal – on HRQoL, reinforcing the clinical imperative of avoiding hypoglycaemia.
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Affiliation(s)
- Marc Evans
- Department of Diabetes, University Hospital Llandough, Llandough Hospital, Penlan Road, Cardiff, Penarth CF64 2XX, UK.
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Martín-Fernández J, del Cura-González MI, Rodríguez-Martínez G, Ariza-Cardiel G, Zamora J, Gómez-Gascón T, Polentinos-Castro E, Pérez-Rivas FJ, Domínguez-Bidagor J, Beamud-Lagos M, Tello-Bernabé ME, Conde-López JF, Aguado-Arroyo Ó, Sanz-Bayona MT, Gil-Lacruz AI. Economic valuation of health care services in public health systems: a study about Willingness to Pay (WTP) for nursing consultations. PLoS One 2013; 8:e62840. [PMID: 23626858 PMCID: PMC3633834 DOI: 10.1371/journal.pone.0062840] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Accepted: 03/27/2013] [Indexed: 11/19/2022] Open
Abstract
Background Identifying the economic value assigned by users to a particular health service is of principal interest in planning the service. The aim of this study was to evaluate the perception of economic value of nursing consultation in primary care (PC) by its users. Methods and Results Economic study using contingent valuation methodology. A total of 662 users of nursing consultation from 23 health centers were included. Data on demographic and socioeconomic characteristics, health needs, pattern of usage, and satisfaction with provided service were compiled. The validity of the response was evaluated by an explanatory mixed-effects multilevel model in order to assess the factors associated with the response according to the welfare theory. Response reliability was also evaluated. Subjects included in the study indicated an average Willingness to Pay (WTP) of €14.4 (CI 95%: €13.2–15.5; median €10) and an average Willingness to Accept [Compensation] (WTA) of €20.9 (CI 95%: €19.6–22.2; median €20). Average area income, personal income, consultation duration, home visit, and education level correlated with greater WTP. Women and older subjects showed lower WTP. Fixed parameters explained 8.41% of the residual variability, and response clustering in different health centers explained 4–6% of the total variability. The influence of income on WTP was different in each center. The responses for WTP and WTA in a subgroup of subjects were consistent when reassessed after 2 weeks (intraclass correlation coefficients 0.952 and 0.893, respectively). Conclusions The economic value of nursing services provided within PC in a public health system is clearly perceived by its user. The perception of this value is influenced by socioeconomic and demographic characteristics of the subjects and their environment, and by the unique characteristics of the evaluated service. The method of contingent valuation is useful for making explicit this perception of value of health services.
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Affiliation(s)
- Jesús Martín-Fernández
- Unidad Docente Multiprofesional de Atención Familiar y Comunitaria Oeste. Gerencia de Atención Primaria, Madrid, Spain.
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Thavorncharoensap M, Teerawattananon Y, Natanant S, Kulpeng W, Yothasamut J, Werayingyong P. Estimating the willingness to pay for a quality-adjusted life year in Thailand: does the context of health gain matter? CLINICOECONOMICS AND OUTCOMES RESEARCH 2013; 5:29-36. [PMID: 23345984 PMCID: PMC3548562 DOI: 10.2147/ceor.s38062] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND This study aims to elicit the value of the willingness to pay (WTP) for a quality-adjusted life year (QALY) and to examine the factors associated with the WTP for a QALY (WTP/QALY) value under the Thai health care setting. METHODS A community-based survey was conducted among 1191 randomly selected respondents. Each respondent was interviewed face-to-face to elicit his/her health state preference in each of three pairs of health conditions: (1) unilateral and bilateral blindness, (2) paraplegia and quadriplegia, and (3) mild and moderate allergies. A visual analog scale (VAS) and time trade off (TTO) were used as the eliciting methods. Subsequently, the respondents were asked about their WTP for the treatment and prevention of each pair of health conditions by using a bidding-game technique. RESULTS With regards to treatment, the mean WTP for a QALY value (WTP/QALY(treatment)) estimated by the TTO method ranged from 59,000 to 285,000 baht (16.49 baht = US$1 purchasing power parity [PPP]). In contrast, the mean WTP for a QALY value in terms of prevention (WTP/QALY(prevention)) was significantly lower, ranging from 26,000 to 137,000 baht. Gender, household income, and hypothetical scenarios were also significant factors associated with the WTP/QALY values. CONCLUSION The WTP/QALY values elicited in this study were approximately 0.4 to 2 times Thailand's 2008 GDP per capita. These values were in line with previous studies conducted in several different settings. This study's findings clearly support the opinion that a single ceiling threshold should not be used for the resource allocation of all types of interventions.
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Affiliation(s)
- Montarat Thavorncharoensap
- Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Thailand ; Health Intervention and Technology Assessment Program (HITAP), Ministry of Public Health, Thailand
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Harris SB, Khunti K, Landin-Olsson M, Galbo-Jørgensen CB, Bøgelund M, Chubb B, Gundgaard J, Evans M. Descriptions of health states associated with increasing severity and frequency of hypoglycemia: a patient-level perspective. Patient Prefer Adherence 2013; 7:925-36. [PMID: 24086103 PMCID: PMC3786816 DOI: 10.2147/ppa.s46805] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
AIMS We sought to develop descriptions of health states associated with daytime and nocturnal hypoglycemia in a structured fashion from the patient's perspective under different combinations of severity and frequency of hypoglycemic events. METHODS An expert meeting followed by two patient focus groups was used to develop comprehensive descriptions of acute consequences of severe and non-severe, daytime and nocturnal hypoglycemia. Patients with diabetes (type 1 = 85, type 2 = 162) from a survey panel then validated these descriptions and assessed how often they worried and took different actions to prevent hypoglycemia. Severity and frequency of hypoglycemia were compared with respect to how often people worried and took actions to prevent an event. The effect of hypoglycemia on 35 different life activities was quantitatively compared for patients who had and had not experienced a severe hypoglycemic event. RESULTS At least 95% of respondents agreed that the detailed patient-level descriptions of health states accurately reflected their experience of severe and non-severe, daytime and nocturnal hypoglycemia, thereby validating these descriptions. Respondents who had experienced a severe hypoglycemic event were generally more adversely affected in their worries and actions and life events than those who experienced only non-severe events; those who experienced nocturnal events were more affected than those who experienced only daytime events. CONCLUSION The negative psychosocial consequences and undesirable compensatory behaviors arising from hypoglycemia underscore the importance of preventing severe episodes, particularly severe nocturnal episodes. These validated descriptions for hypoglycemia from the patient's perspective may also help inform future qualitative and quantitative research.
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Affiliation(s)
- Stewart B Harris
- Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- Correspondence: Stewart B Harris, Schulich School of Medicine and Dentistry, Western University, 245-100 Collip Circle, UWO Research Park, London, ON, N6G 4X8, Canada, Tel +1 519 858 5028, Fax +1 519 858 5029, Email
| | - Kamlesh Khunti
- Diabetes Research Unit, University of Leicester, Leicester, UK
| | - Mona Landin-Olsson
- Department of Medicine, Helsingborg Hospital, Lund University, Lund, Sweden
| | | | | | - Barrie Chubb
- EU Health Economics and Outcomes Research, Novo Nordisk Ltd, Crawley, UK
| | - Jens Gundgaard
- Health Economics and HTA, Novo Nordisk A/S, Søborg, Denmark
| | - Marc Evans
- Department of Diabetes, University Hospital Llandough, Cardiff, UK
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Ethier MC, Regier DA, Tomlinson D, Judd P, Doyle J, Gassas A, Naqvi A, Sung L. Perspectives toward oral mucositis prevention from parents and health care professionals in pediatric cancer. Support Care Cancer 2011; 20:1771-7. [PMID: 21947490 DOI: 10.1007/s00520-011-1274-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Accepted: 09/13/2011] [Indexed: 11/24/2022]
Abstract
PURPOSE The objectives of this study were: (1) to describe parents and health care professionals (HCPs) perceived importance of oral mucositis prevention in children with cancer; (2) To describe utilities and willingness-to-pay (WTP) to prevent mucositis. METHODS Respondents included parents of children receiving intensive chemotherapy for leukemia/lymphoma or undergoing stem cell transplantation and HCPs caring for children with cancer. Importance of mild and severe oral mucositis was estimated using a visual analogue scale (VAS). Mucositis-associated utilities were elicited using the time trade-off technique (TTO). WTP to avoid mucositis was obtained using contingent valuation. These techniques quantify how much time or money the participant is willing to relinquish in order to prevent mucositis. RESULTS Eighty-two parents and 60 HCPs were included. Parents and HCPs believed mild mucositis to be of similar importance (median VAS 2.5 versus 3.6; P = 0.357) while parents considered severe mucositis less important than HCPs (median VAS 8.3 versus 9.0; P < 0.0001). No differences in parent versus HCP responses were seen with TTO (mild or severe mucositis) and most parents were not willing to trade any survival time to prevent severe mucositis. Parents were willing to pay significantly more than HCPs to prevent mild mucositis (average median WTP $1,371 CAN vs. $684 CAN, P = 0.031). No differences were seen in WTP to prevent severe mucositis. CONCLUSIONS Parents and HCP believe severe mucositis to be important, although it is more important to HCPs. Parents would not be willing to reduce life expectancy to eliminate mucositis.
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Affiliation(s)
- Marie-Chantal Ethier
- Program in Child Health Evaluative Sciences, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, Canada
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Eisenberg D, Freed GL, Davis MM, Singer D, Prosser LA. Valuing health at different ages: evidence from a nationally representative survey in the US. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2011; 9:149-156. [PMID: 21506621 DOI: 10.2165/11587340-000000000-00000] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
BACKGROUND Evidence about how people value health gains for different age groups is controversial and incomplete, despite the significance of this issue for priority setting in health policy. OBJECTIVE The aim of this study was to collect and analyse nationally representative data in the US regarding how people prioritize health programmes for children versus older adults. METHODS In January 2009, an online survey was administered to a nationally representative sample of US adults. Participants were asked for their preferences between health programmes benefiting 100 children aged 10 years versus health programmes benefiting a randomly varying number of adults aged 60 years. Participants were also asked about reasons for their choices. RESULTS The survey response rate was 64% (n = 2132). Most respondents favoured programmes for 100 children aged 10 years when compared with programmes benefiting as many as 1000 adults aged 60 years. This was true even for the respondent group least inclined to favour children - older adults without children aged <18 years. CONCLUSION US adults, regardless of sociodemographic characteristics, report preferences for health gains for children that go well beyond differentials that can be explained by relative life expectancy. Further work is needed to understand the extent to which these findings accurately reflect societal preferences.
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Affiliation(s)
- Daniel Eisenberg
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI 48109-2029, USA.
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