Shelby D Reed, Jessie Sutphin, Juan Marcos Gonzalez, Matthew J Wallace, Judith J Stephenson, Batul Electricwala, Hayden B Bosworth, Neha Pagidipati
{"title":"量化患者对非他汀类降脂疗法特征的偏好:美国的离散选择实验。","authors":"Shelby D Reed, Jessie Sutphin, Juan Marcos Gonzalez, Matthew J Wallace, Judith J Stephenson, Batul Electricwala, Hayden B Bosworth, Neha Pagidipati","doi":"10.1161/CIRCOUTCOMES.124.011804","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Despite the growing number of nonstatin lipid-lowering treatments (NS-LLTs), data are lacking on how patients value their various features and outcomes. Study objectives were to quantify patients' preferences across levels of efficacy, treatment regimens, side effects, and out-of-pocket costs of NS-LLTs and compare approaches with framing treatment efficacy.</p><p><strong>Methods: </strong>A discrete choice experiment survey was administered to US adults aged ≥40 years with medical claims indicating statin use and atherosclerotic cardiovascular disease. Each participant was administered 12 sets of experimentally designed pairs of add-on NS-LLT profiles that varied in efficacy, administration regimen, injection-site reaction, joint pain, out-of-pocket cost, and a no-additional treatment option. Random-parameter logit models were used to estimate preference weights, and tradeoffs across attributes were reported as willingness-to-pay estimates.</p><p><strong>Results: </strong>A total of 1193 participants completed the survey (36% female; 90% White; mean age, 68.2±9.7 years). Across treatment features assessed, out-of-pocket cost ranging from $0 to $200 per month was the most important factor. All else being equal, a daily oral dosing regimen was the most preferred regimen. Among injectable regimens, participants preferred dosing every 6 months versus every 2 weeks (<i>P</i><0.001) or every month (<i>P</i><0.001). Efficacy presented as 25% to 60% reductions in LDL-C (low-density lipoprotein-cholesterol) levels was valued greater than equivalent reductions in 5-year cardiovascular risks. Among those reporting annual household incomes <$150 000 (93.5%), the average maximum willingness to pay for an add-on NS-LLT as a daily, oral medication without side effects ranged from $131 to $175 per month with efficacy framed as a 25% reduction in LDL-C levels versus $89 to $124 with efficacy framed as corresponding reductions in 5-year cardiovascular risk.</p><p><strong>Conclusions: </strong>Among treatment features assessed, out-of-pocket costs were the primary factor driving choices. Those opting for an add-on NS-LLT were willing to trade off additional efficacy for less frequent injections or a daily oral medication.</p>","PeriodicalId":49221,"journal":{"name":"Circulation-Cardiovascular Quality and Outcomes","volume":" ","pages":"e011804"},"PeriodicalIF":6.7000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12356558/pdf/","citationCount":"0","resultStr":"{\"title\":\"Quantifying Patient Preferences About Features of Nonstatin Lipid-Lowering Therapies: A Discrete Choice Experiment in the United States.\",\"authors\":\"Shelby D Reed, Jessie Sutphin, Juan Marcos Gonzalez, Matthew J Wallace, Judith J Stephenson, Batul Electricwala, Hayden B Bosworth, Neha Pagidipati\",\"doi\":\"10.1161/CIRCOUTCOMES.124.011804\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Despite the growing number of nonstatin lipid-lowering treatments (NS-LLTs), data are lacking on how patients value their various features and outcomes. Study objectives were to quantify patients' preferences across levels of efficacy, treatment regimens, side effects, and out-of-pocket costs of NS-LLTs and compare approaches with framing treatment efficacy.</p><p><strong>Methods: </strong>A discrete choice experiment survey was administered to US adults aged ≥40 years with medical claims indicating statin use and atherosclerotic cardiovascular disease. Each participant was administered 12 sets of experimentally designed pairs of add-on NS-LLT profiles that varied in efficacy, administration regimen, injection-site reaction, joint pain, out-of-pocket cost, and a no-additional treatment option. Random-parameter logit models were used to estimate preference weights, and tradeoffs across attributes were reported as willingness-to-pay estimates.</p><p><strong>Results: </strong>A total of 1193 participants completed the survey (36% female; 90% White; mean age, 68.2±9.7 years). Across treatment features assessed, out-of-pocket cost ranging from $0 to $200 per month was the most important factor. All else being equal, a daily oral dosing regimen was the most preferred regimen. Among injectable regimens, participants preferred dosing every 6 months versus every 2 weeks (<i>P</i><0.001) or every month (<i>P</i><0.001). Efficacy presented as 25% to 60% reductions in LDL-C (low-density lipoprotein-cholesterol) levels was valued greater than equivalent reductions in 5-year cardiovascular risks. Among those reporting annual household incomes <$150 000 (93.5%), the average maximum willingness to pay for an add-on NS-LLT as a daily, oral medication without side effects ranged from $131 to $175 per month with efficacy framed as a 25% reduction in LDL-C levels versus $89 to $124 with efficacy framed as corresponding reductions in 5-year cardiovascular risk.</p><p><strong>Conclusions: </strong>Among treatment features assessed, out-of-pocket costs were the primary factor driving choices. Those opting for an add-on NS-LLT were willing to trade off additional efficacy for less frequent injections or a daily oral medication.</p>\",\"PeriodicalId\":49221,\"journal\":{\"name\":\"Circulation-Cardiovascular Quality and Outcomes\",\"volume\":\" \",\"pages\":\"e011804\"},\"PeriodicalIF\":6.7000,\"publicationDate\":\"2025-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12356558/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Circulation-Cardiovascular Quality and Outcomes\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1161/CIRCOUTCOMES.124.011804\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/7/11 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Circulation-Cardiovascular Quality and Outcomes","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1161/CIRCOUTCOMES.124.011804","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/11 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
Quantifying Patient Preferences About Features of Nonstatin Lipid-Lowering Therapies: A Discrete Choice Experiment in the United States.
Background: Despite the growing number of nonstatin lipid-lowering treatments (NS-LLTs), data are lacking on how patients value their various features and outcomes. Study objectives were to quantify patients' preferences across levels of efficacy, treatment regimens, side effects, and out-of-pocket costs of NS-LLTs and compare approaches with framing treatment efficacy.
Methods: A discrete choice experiment survey was administered to US adults aged ≥40 years with medical claims indicating statin use and atherosclerotic cardiovascular disease. Each participant was administered 12 sets of experimentally designed pairs of add-on NS-LLT profiles that varied in efficacy, administration regimen, injection-site reaction, joint pain, out-of-pocket cost, and a no-additional treatment option. Random-parameter logit models were used to estimate preference weights, and tradeoffs across attributes were reported as willingness-to-pay estimates.
Results: A total of 1193 participants completed the survey (36% female; 90% White; mean age, 68.2±9.7 years). Across treatment features assessed, out-of-pocket cost ranging from $0 to $200 per month was the most important factor. All else being equal, a daily oral dosing regimen was the most preferred regimen. Among injectable regimens, participants preferred dosing every 6 months versus every 2 weeks (P<0.001) or every month (P<0.001). Efficacy presented as 25% to 60% reductions in LDL-C (low-density lipoprotein-cholesterol) levels was valued greater than equivalent reductions in 5-year cardiovascular risks. Among those reporting annual household incomes <$150 000 (93.5%), the average maximum willingness to pay for an add-on NS-LLT as a daily, oral medication without side effects ranged from $131 to $175 per month with efficacy framed as a 25% reduction in LDL-C levels versus $89 to $124 with efficacy framed as corresponding reductions in 5-year cardiovascular risk.
Conclusions: Among treatment features assessed, out-of-pocket costs were the primary factor driving choices. Those opting for an add-on NS-LLT were willing to trade off additional efficacy for less frequent injections or a daily oral medication.
期刊介绍:
Circulation: Cardiovascular Quality and Outcomes, an American Heart Association journal, publishes articles related to improving cardiovascular health and health care. Content includes original research, reviews, and case studies relevant to clinical decision-making and healthcare policy. The online-only journal is dedicated to furthering the mission of promoting safe, effective, efficient, equitable, timely, and patient-centered care. Through its articles and contributions, the journal equips you with the knowledge you need to improve clinical care and population health, and allows you to engage in scholarly activities of consequence to the health of the public. Circulation: Cardiovascular Quality and Outcomes considers the following types of articles: Original Research Articles, Data Reports, Methods Papers, Cardiovascular Perspectives, Care Innovations, Novel Statistical Methods, Policy Briefs, Data Visualizations, and Caregiver or Patient Viewpoints.