Quantifying patient preferences about features of nonstatin lipid-lowering therapies: a discrete choice experiment in the United States
Open accessAbstract
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.
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A recent discrete choice experiment found that patients expressed a strong preference for daily oral non-statin LLT, with a willingness-to-pay of $131 to $175 per month for an oral option that achieved an approximate 25% reduction in LDL-C levels.
“A recent discrete choice experiment found that patients expressed a strong preference for daily oral non-statin LLT, with a willingness-to-pay of $131 to $175 per month for an oral option that achieved an approximate 25% reduction in LDL-C levels [46].”
From Systematic literature review on the real-world effectiveness and safety of bempedoic acid (2026) · cites this paper as [46]
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Mach, F., Baigent, C., Catapano, A. L., Koskinas, K. C., Casula, M., Badimon, L., Chapman, M. J., De Backer, G. G., Delgado, V., Ference, B. A., et al. (2020) · European Heart Journal · doi:10.1093/eurheartj/ehz455 · Cited by 8,961 · see citing works
Louviere, J. J., Hensher, D. A., Swait́, J., & Adamowicz, W. (2000) · Cambridge University Press eBooks · doi:10.1017/cbo9780511753831 · Cited by 6,915 · see citing works
Grundy, S. M., Stone, N. J., Bailey, A. L., Beam, C., Birtcher, K. K., Blumenthal, R. S., Braun, L. T., de Ferranti, S., Faiella-Tommasino, J., Forman, D. E., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000625 · Cited by 6,185 · see citing works
Evolocumab and Clinical Outcomes in Patients with Cardiovascular Disease
Sabatine, M. S., Giugliano, R. P., Keech, A. C., Honarpour, N., Wiviott, S. D., Murphy, S. A., Kuder, J. F., Wang, H., Liu, T., Wasserman, S. M., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1615664 · Cited by 6,138 · see citing works
Ezetimibe Added to Statin Therapy after Acute Coronary Syndromes
Cannon, C. P., Blazing, M. A., Giugliano, R. P., McCagg, A., White, J. A., Theroux, P., Darius, H., Lewis, B. S., Ophuis, T. O., Jukema, J. W., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1410489 · Cited by 4,487 · see citing works
Discrete Choice Methods with Simulation
Train, K. E. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511753930 · Cited by 3,950 · see citing works
Alirocumab and Cardiovascular Outcomes after Acute Coronary Syndrome
Schwartz, G. G., Steg, P. G., Szarek, M., Bhatt, D. L., Bittner, V. A., Diaz, R., Edelberg, J. M., Goodman, S. G., Hanotin, C., Harrington, R. A., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1801174 · Cited by 3,634 · see citing works
Silverman, M. G., Ference, B. A., Im, K., Wiviott, S. D., Giugliano, R. P., Grundy, S. M., Braunwald, E., & Sabatine, M. S. (2016) · JAMA · doi:10.1001/jama.2016.13985 · Cited by 1,483 · cited 1× · see citing works
“1,8,9 Nevertheless, these lipid-lowering therapies (LLTs) are underutilized, and patients who initiate therapy often discontinue.”
Safety and Efficacy of Bempedoic Acid to Reduce LDL Cholesterol
Ray, K. K., Bays, H. E., Catapano, A. L., Lalwani, N. D., Bloedon, L. T., Sterling, L. R., Robinson, P. L., & Ballantyne, C. M. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1803917 · Cited by 807 · see citing works
Using Discrete Choice Experiments to Value Health and Health Care
(2008) · The Economics of Non-Market Goods and Resources · doi:10.1007/978-1-4020-5753-3 · Cited by 765 · see citing works
Nonparametric standard errors and confidence intervals
Efron, B. (1981) · Canadian Journal of Statistics · doi:10.2307/3314608 · Cited by 683 · see citing works
Navarese, E. P., Robinson, J. G., Kowalewski, M., Kolodziejczak, M., Andreotti, F., Bliden, K., Tantry, U., Kubica, J., Raggi, P., & Gurbel, P. A. (2018) · JAMA · doi:10.1001/jama.2018.2525 · Cited by 549 · see citing works
Navarese, E. P., Kołodziejczak, M. M., Schulze, V., Gurbel, P. A., Tantry, U. S., Lin, Y., Brockmeyer, M., Kandzari, D. E., Umińska, J. M., D’Agostino, R. B., et al. (2015) · Annals of Internal Medicine · doi:10.7326/m14-2957 · Cited by 404 · see citing works
Quaife, M., Terris‐Prestholt, F., Tanna, G. L. D., & Vickerman, P. T. (2018) · The European Journal of Health Economics · doi:10.1007/s10198-018-0954-6 · Cited by 366 · see citing works
Sabatine, M. S., Wiviott, S. D., Im, K., Murphy, S. A., & Giugliano, R. P. (2018) · JAMA Cardiology · doi:10.1001/jamacardio.2018.2258 · Cited by 206 · see citing works
Validation of a Short, 3-Item Version of the Subjective Numeracy Scale
McNaughton, C. D., Cavanaugh, K. L., Kripalani, S. B., Rothman, R. L., & Wallston, K. A. (2015) · Medical Decision Making · doi:10.1177/0272989x15581800 · Cited by 201 · see citing works
Cheen, M. H. H., Tan, Y. Z., Oh, L. F., Wee, H. L., & Thumboo, J. (2019) · International Journal of Clinical Practice · doi:10.1111/ijcp.13350 · Cited by 175 · see citing works
Are Healthcare Choices Predictable? The Impact of Discrete Choice Experiment Designs and Models
de Bekker-Grob, E. W., Swait́, J., Kassahun, H. T., Bliemer, M. C. J., Jonker, M. F., Veldwijk, J., Cong, K., Rose, J. M., & Donkers, B. (2019) · Value in Health · doi:10.1016/j.jval.2019.04.1924 · Cited by 137 · see citing works
The Association Between Life Chaos, Health Care Use, and Health Status Among HIV-Infected Persons
Wong, M. D., Sarkisian, C. A., Davis, C., Kinsler, J. J., & Cunningham, W. E. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-007-0265-6 · Cited by 99 · see citing works
PCSK9 Inhibitor Use in the Real World: Data From the National Patient‐Centered Research Network
Chamberlain, A. M., Gong, Y., Shaw, K. M., Bian, J., Song, W., Linton, M. F., Fonseca, V. A., Price‐Haywood, E. G., Guhl, E., King, J. B., et al. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.118.011246 · Cited by 71 · see citing works
Ofori‐Asenso, R., Jakhu, A., Curtis, A. J., Zomer, E., Gambhir, M., Korhonen, M. J., Nelson, M. R., Tonkin, A. M., Liew, D., & Zoungas, S. (2018) · The Journals of Gerontology Series A · doi:10.1093/gerona/glx256 · Cited by 70 · see citing works
Toth, P. P., Bray, S., Villa, G., Palagashvili, T., Sattar, N., Stroes, E. S. G., & Worth, G. M. (2022) · Journal of the American Heart Association · doi:10.1161/jaha.122.025551 · Cited by 56 · see citing works
Patient values and preferences for antithrombotic therapy in atrial fibrillation
Loewen, P. S., Ji, T. A., Kapanen, A. I., & McClean, A. R. (2017) · Thrombosis and Haemostasis · doi:10.1160/th16-10-0787 · Cited by 53 · see citing works
Practical Issues in Conducting a Discrete Choice Experiment
Ryan, M., Gerard, K., Watson, V., Street, D. J., & Burgess, L. (2007) · The Economics of non-market goods and resources · doi:10.1007/978-1-4020-5753-3_3 · Cited by 44 · see citing works
Voils, C. I., King, H. A., Thorpe, C. T., Blalock, D. V., Kronish, I. M., Reeve, B. B., Boatright, C., & Gellad, Z. F. (2019) · Digestive Diseases and Sciences · doi:10.1007/s10620-019-05621-7 · Cited by 41 · see citing works
Smith, A., Johnson, D. M., Banks, J., Keith, S. W., & Karalis, D. G. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10173828 · Cited by 38 · see citing works
AlTurki, A., Marafi, M., Dawas, A., Dubé, M., Vieira, L., Sherman, M. H., Grégoire, J. C., Thanassoulis, G., Tardif, J., & Huynh, T. T. (2019) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2019.09.011 · Cited by 26 · see citing works
MacDougall, D. E., Baum, S. J., Ahmed, C. D., McGowan, M. P., & Wilemon, K. A. (2024) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.123.009988 · Cited by 26 · see citing works
Aggarwal, R., Chiu, N., Libby, P., Boden, W. E., & Bhatt, D. L. (2023) · JAMA · doi:10.1001/jama.2023.8646 · Cited by 25 · see citing works
Lowenstern, A. M., Návar, A. M., Li, S., Virani, S. S., Goldberg, A. C., Louie, M. J., Lee, L. V., Peterson, E. D., & Wang, T. Y. (2019) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2018.12.031 · Cited by 23 · see citing works
Use of Low‐Density Lipoprotein–Lowering Therapies Before and After PCSK9 Inhibitor Initiation
Rymer, J. A., Mues, K. E., Monda, K. L., Bratton, E. W., Wirtz, H. S., Okerson, T. E., Overman, R. A., Brookhart, M. A., Muntner, P., & Wang, T. Y. (2020) · Journal of the American Heart Association · doi:10.1161/jaha.119.014347 · Cited by 23 · see citing works
Deo, S. V., McAllister, D., LaForest, S., Altarabsheh, S. E., Elgudin, Y. E., Dunlay, S. M., Singh, S., Parikh, S. A., Sattar, N. A., & Pell, J. P. (2023) · American Journal of Cardiovascular Drugs · doi:10.1007/s40256-023-00576-7 · Cited by 5 · see citing works
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Systematic literature review on the real-world effectiveness and safety of bempedoic acid
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Yiu, H. H. E., Yan, V. K. C., Au, C. C. L., Deng, E. K., Wong, M. C. S., Yan, B. P., Wong, W. C. W., Liu, S. Y., Wong, C. K., Chan, E. W., et al. (2026) · Value in Health Regional Issues · doi:10.1016/j.vhri.2026.101662 · Cited by 1 · see citing works
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- Authors
- Reed, S. D., Sutphin, J., Gonzalez, J. M., Wallace, M. J., Stephenson, J. J., Electricwala, B., Bosworth, H. B., & Pagidipati, N.
- Affiliations
- Duke University (US)
- Duke Clinical Research Institute (S.D.R., J.S., J.M.G., M.J.W., H.B.B., N.P.), Duke University, Durham, NC.
- Carelon Research (United States) (US)
- Novartis (United States) (US)
- Corresponding author
- Reed, Shelby D.
- ORCID
- Venue
- Circulation: Cardiovascular Quality and Outcomes
- Published
- 2025-08
- Volume
- 18
- Issue
- 8
- Pages
- e011804-e011804
- ISSN
- 1941-7705 (ISSN-L)
- 1941-7713
- PMC
- PMC12356558
- OpenAlex
- W4412192379
- Cited by
- 4
- References
- 32
- Citations by year
- 2026: 4
- FWCI
- 3.76
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Circulation Cardiovascular Quality and Outcomes (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Environmental Valuation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Keywords
- non-statin lipid-lowering therapy, patient preferences, willingness to pay, out-of-pocket costs, dosing regimen, injectable drugs, LDL cholesterol lowering, cardiovascular risk reduction, atherosclerotic cardiovascular disease, joint pain, injection site reactions
- MeSH terms
- Adult, Aged, Hypolipidemic Agents, Cardiovascular Diseases, Choice Behavior, Cost-Benefit Analysis, Health Expenditures, Female, Humans, Lipids, Male, Middle Aged, United States, Biomarkers, Drug Costs, Treatment Outcome, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Health Care Surveys, Dyslipidemias, Patient Preference
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