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Zhu W, Cui L, Yang H, Guo J, Gao J, An Y, Yang X, Li W, Wang Y. Patient preferences and willingness to pay for transitional care in breast cancer: a discrete choice experiment. Support Care Cancer 2025; 33:185. [PMID: 39939449 PMCID: PMC11821795 DOI: 10.1007/s00520-025-09184-4] [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: 05/27/2024] [Accepted: 01/18/2025] [Indexed: 02/14/2025]
Abstract
PURPOSE Most chemotherapy reactions occur outside of the hospital; therefore, providing transitional care (TC) to patients is essential. However, patients' preferences for TC remain poorly understood. This study aims to investigate the preferences and willingness to pay for TC among breast cancer patients. METHODS Data were collected using a discrete choice experiment from a large general hospital in North China. The study used six attributes to describe the preferences of patients for TC. Conditional logit and mixed logit models were applied to assess patient preferences, estimate willingness to pay, and simulate uptake probabilities across different scenarios. RESULTS A total of 261 respondents completed the survey. The study showed that patients strongly preferred a TC to be provided by a specialist doctor and specialist nurse (β = 0.925; p < 0.001) and were willing to pay CNY¥105.381. The service content most preferred was symptom management, psychological care, and rehabilitation guidance (β = 0.286; p < 0.001), and patients were willing to pay CNY¥32.606. The forms of services most preferred were at outpatient clinics (β = 0.239; p < 0.001), and patients were willing to pay CNY¥27.285. Low out-of-pocket expense was preferred by patients (β = - 0.009; p < 0.001). When TC was provided by a specialist doctor and specialist nurse in an outpatient clinic in conjunction with multidimensional care services and out-of-pocket payment of CNY¥20 per visit, the probability of breast cancer patients' participation increased to 91.39%. CONCLUSION The results of this study suggest that breast cancer patients have strong preferences for the provider, content, and form of transitional care (TC), as well as for minimizing out-of-pocket costs.
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Affiliation(s)
- Wenjuan Zhu
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China
- Nursing School, Shanxi Medical University, Taiyuan, 030001, China
| | - Liping Cui
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China
| | - Hui Yang
- Nursing School, Shanxi Medical University, Taiyuan, 030001, China
| | - Jun Guo
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China
| | - Jinnan Gao
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China
| | - Yuan An
- Nursing School, Shanxi Medical University, Taiyuan, 030001, China
| | - Xiaomin Yang
- School of Public Health, Shanxi Medical University, Taiyuan, 030001, China
| | - Wanling Li
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China.
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Ying Wang
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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Aringhieri R, Hirsch P, Rauner MS, Reuter-Oppermanns M, Sommersguter-Reichmann M. Central European journal of operations research (CJOR) "operations research applied to health services (ORAHS) in Europe: general trends and ORAHS 2020 conference in Vienna, Austria". CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH 2021; 30:1-18. [PMID: 34908906 PMCID: PMC8663758 DOI: 10.1007/s10100-021-00792-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/13/2021] [Indexed: 06/14/2023]
Abstract
This articles provides a short summary of the research topics and latest research results of the European Working Group "Operations Research Applied to Health Services" (ORAHS) organized as an e-conference in Juli 2020 at the University of Vienna, Austria (https://orahs2020.univie.ac.at/). Furthermore, challenges for OR in health care including application areas, decision support systems, general trends, and modelling techniques are briefly illustrated from an European and international perspective by providing selected essential literature reviews.
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Affiliation(s)
- Roberto Aringhieri
- Dipartimento di Informatica, Università degli Studi di Torino, Corso Svizzera 185, 10149 Torino, Italy
| | - Patrick Hirsch
- Institute of Production and Logistics, University of Natural Resources and Life Sciences, Feistmantelstraße 4, 1180 Vienna, Austria
| | - Marion S. Rauner
- School of Business, Economics, and Statistics, Department of Business Decisions and Analytics, University of Vienna, Oskar-Morgenstern-Platz 1, 1090 Vienna, Austria
| | - Melanie Reuter-Oppermanns
- Department of Law and Economics, Information Systems, Software and Digital Business Group, Technical University of Darmstadt, Hochschulstr. 1, 64289 Darmstadt, Germany
| | - Margit Sommersguter-Reichmann
- School of Business, Economics, and Social Sciences, Department of Finance, Karl-Franzens University Graz, Universitaetsstraße 15, Resowi G2, 8010 Graz, Austria
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