A discrete choice experiment reveals factors influencing patients' health insurance coverage preferences for antihypertensive drugs in China, highlighting implications for reimbursement strategies.
Jiaran Chen,1 Chen Pan,1 Guohua Wang,2 Leilei Qian,1,3 Yiming Lu,1 Tongling Xie,1,3 Jianjun Gu,4 Jinsong Geng1 1Center for Evidence-Based Medicine, Medical School of Nantong University, Nantong, Jiangsu, 226001, Peopleâs Republic of China; 2National Clinical Research Center for Neurological Diseases, Xuanwu Hospital Capital Medical University, Beijing, 100053, Peopleâs Republic of China; 3Hospital Performance Evaluation Office, The Peopleâs Hospital of Rugao, Nantong, Jiangsu, 226500, Peopleâs Republic of China; 4Department of Neurosurgery, Henan Provincial Peopleâs Hospital Affiliated to Zhengzhou University, Zhengzhou, Henan, 450003, Peopleâs Republic of ChinaCorrespondence: Jianjun Gu, Department of Neurosurgery, Henan Provincial Peopleâs Hospital Affiliated to Zhengzhou University, Zhengzhou, Henan, 450003, Peopleâs Republic of China, Email gujianjundt@163.com Jinsong Geng, Center for Evidence-based Medicine, Medical School of Nantong University, Nantong, Jiangsu, 226001, Peopleâs Republic of China, Email gjs@ntu.edu.cnObjective: Hypertension is a chronic condition in which patient-centered decisions are crucial for long-term adherence and outcomes. We aimed to obtain patient priorities for health insurance coverage of new antihypertensive drugs, and translate these preferences into reimbursement proposals using a discrete choice experiment.Methods: A systematic literature review and semi-structured interviews were conducted to determine the attributes and levels. A Bayesian D-efficient design with blocking techniques was used to generate choice scenarios in the experiment. We conducted one-on-one, face-to-face interviews with patients with hypertension across four provinces in China. A mixed logit model was used to estimate patient preferences, marginal willingness-to-pay, and preference heterogeneity.Results: Data analysis included 802 patients. When prioritizing new antihypertensives for health insurance coverage, patients placed more importance on improvement in health-related quality of life (HRQoL), followed by lower out-of-pocket costs per year, systolic blood pressure (SBP) control, fewer common side effects, and decreased five-year mortality due to cardiovascular diseases. Patients were willing to pay CNY 4049 (95% CI 3418â 4681) annually for significant improvements in HRQoL. Patients with higher untreated office SBP prioritized effective SBP control and the lowest five-year stroke risk.Conclusion: Hypertensive patients primarily prefer improved HRQoL, lower out-of-pocket costs, and favorable long-term health outcomes. Our findings support preference-responsive reimbursement mechanisms, such as tiered coverage based on patient-valued outcomes and risk-stratified subsidies for patients at high cardiovascular disease risk.
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Chen et al. (2026) studied this question.
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