A Study of Patient Preferences for the Treatment of Non-small Cell Lung Cancer in Western China: A Discrete-Choice Experiment

被引:6
作者
Liu, Fei [1 ]
Hu, Haiyao [2 ]
Wang, Jing [1 ]
Chen, Yingyao [3 ]
Hui, Sun [3 ]
Hu, Ming [1 ]
机构
[1] Sichuan Univ, West China Sch Pharm, Chengdu, Peoples R China
[2] Sichuan Univ, West China Sch Med, West China Hosp, Chengdu, Peoples R China
[3] Fudan Univ, Sch Publ Hlth, Shanghai, Peoples R China
关键词
discrete-choice experiment; non-small cell lung cancer; patient preference; evidenced-based; mixed logit model;
D O I
10.3389/fpubh.2021.653450
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Non-small cell lung cancer (NSCLC) is the most common histologic type of lung cancer, accounting for 70-85% of all lung cancers. It has brought a heavy burden of disease and financial cost to families, society, and the nation of China. Patients have differing preferences for treatment because of their varying physical conditions and socioeconomic backgrounds, which ultimately affects the choice of treatment as well as treatment outcomes. For better and sustained health outcomes, it is vital to understand patients' preferences. We can then provide medical services to match these preferences and needs rather than basing treatment on our clinical viewpoints alone. Objectives: The aim of this study was to elicit patient preferences for treatment using a discrete-choice experiment and to explore the value/importance that patients place on the different attributes of treatment in order to provide a basis for clinical decision making and patient health management. Methods: The study was conducted with NSCLC patients from three typical hospitals in southwestern China. After identifying patient-relevant treatment attributes via literature review and qualitative semi structured interviews, a discrete-choice experiment (DCE) including seven patient-relevant attributes was conducted using a fractional factorial SAS design. The empiric data analyses of patients were performed using mixed logit models. Results: NSCLC patients (N = 202) completed a survey via a face-to-face interview. Among the seven attributes, the following were considered important: progression-free survival, disease control rate, cost, weakness/fatigue, and nausea/vomiting; mode of administration and rash were considered less important. A clear preference for an increase in progression-free survival and disease control rate was demonstrated. Compared with 5 months of progression-free survival, respondents were willing to pay more (19,860 RMB) for 11 months of progression-free survival (coef.: 0.687). Compared with a 60% rate of disease control, respondents were willing to pay more (19,940 RMB) for a 90% rate of disease control (coef.: 0.690). Conclusions: This study demonstrates the value of DCEs in determining patient preferences for the treatment of NSCLC. The results indicate that not only efficacy factors (such as progression-free survival and disease control rate) were considered but also other factors (such as side effects and treatment costs) and trade-offs between attributes were held to be important. These results are in accord with expectations and can provide evidence for more effective and efficient treatment results. Furthermore, the current results can increase benefits if the presented therapies can be designed, assessed, and chosen based on patient-oriented findings.
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页数:10
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共 30 条
  • [1] [Anonymous], NCCN GUID CLIN RES
  • [2] Patients' preferences for treatment outcomes for advanced non-small cell lung cancer: A conjoint analysis
    Bridges, John F. P.
    Mohamed, Ateesha F.
    Finnern, Henrik W.
    Woehl, Anette
    Hauber, A. Brett
    [J]. LUNG CANCER, 2012, 77 (01) : 224 - 231
  • [3] Conjoint Analysis Applications in Health-a Checklist: A Report of the ISPOR Good Research Practices for Conjoint Analysis Task Force
    Bridges, John F. P.
    Hauber, A. Brett
    Marshall, Deborah
    Lloyd, Andrew
    Prosser, Lisa A.
    Regier, Dean A.
    Johnson, F. Reed
    Mauskopf, Josephine
    [J]. VALUE IN HEALTH, 2011, 14 (04) : 403 - 413
  • [4] Perception that oral anticancer treatments are less efficacious:: development of a questionnaire to assess the possible prejudices of patients with cancer
    Catania, C
    Didier, F
    Leon, ME
    Sbanotto, A
    Mariani, L
    Nolè, F
    Leida, E
    Rocca, A
    De Pas, T
    Goldhirsch, A
    [J]. BREAST CANCER RESEARCH AND TREATMENT, 2005, 92 (03) : 265 - 272
  • [5] Health Preference Research: An Overview
    Craig, Benjamin M.
    Lancsar, Emily
    Muehlbacher, Axel C.
    Brown, Derek S.
    Ostermann, Jan
    [J]. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH, 2017, 10 (04) : 507 - 510
  • [6] Discrete choice experiments in health economics: a review of the literature
    de Bekker-Grob, Esther W.
    Ryan, Mandy
    Gerard, Karen
    [J]. HEALTH ECONOMICS, 2012, 21 (02) : 145 - 172
  • [7] 丁婷婷, 2012, [中国卫生统计, Chinese Journal of Health Statistics], V29, P240
  • [8] Does One Size Fit All? Investigating Heterogeneity in Men's Preferences for Benign Prostatic Hyperplasia Treatment Using Mixed Logit Analysis
    Eberth, Barbara
    Watson, Verity
    Ryan, Mandy
    Hughes, Jenny
    Barnett, Gillian
    [J]. MEDICAL DECISION MAKING, 2009, 29 (06) : 707 - 715
  • [9] Willingness-to-pay estimation with choice-based conjoint analysis: Addressing extreme response behavior with individually adapted designs
    Gensler, Sonja
    Hinz, Oliver
    Skiera, Bernd
    Theysohn, Sven
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 219 (02) : 368 - 378
  • [10] A discrete choice experiment to assess cancer patients' preferences for when and how to make treatment decisions
    Herrmann, Anne
    Sanson-Fisher, Rob
    Hall, Alix
    Wall, Laura
    Zdenkowski, Nicholas
    Waller, Amy
    [J]. SUPPORTIVE CARE IN CANCER, 2018, 26 (04) : 1215 - 1220