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Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand
Osteoarthritis is the most common type of joint disease among elderly patients around the world. In response to the need for patient-centered care, patients’ and physicians’ preferences for knee osteoarthritis treatments have been studied in multiple countries, but not in Thailand. The objective of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374609/ https://www.ncbi.nlm.nih.gov/pubmed/37500677 http://dx.doi.org/10.1038/s41598-023-39264-6 |
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author | Luksameesate, Parnnaphat Tanavalee, Aree Ngorsuraches, Surachat Taychakhoonavudh, Suthira |
author_facet | Luksameesate, Parnnaphat Tanavalee, Aree Ngorsuraches, Surachat Taychakhoonavudh, Suthira |
author_sort | Luksameesate, Parnnaphat |
collection | PubMed |
description | Osteoarthritis is the most common type of joint disease among elderly patients around the world. In response to the need for patient-centered care, patients’ and physicians’ preferences for knee osteoarthritis treatments have been studied in multiple countries, but not in Thailand. The objective of this study was to investigate Thai patients’ preferences and their willingness to pay (WTP) for knee osteoarthritis treatments by using a discrete choice experiment (DCE). Six knee osteoarthritis treatment attributes, including pain relief, delayed disease progression, gastrointestinal side effects, kidney side effects, cardiovascular side effects, and cost, were used to develop a paper-based, DCE questionnaire survey. Patients with knee osteoarthritis, who were at least 18 years old and who provided written informed consent, were recruited from the orthopedic department in a tertiary care hospital in Thailand via convenience sampling. The conditional logit model was used to determine patients’ preferences and WTP. The Institutional Review Board at Chulalongkorn University approved this study before it started. A total of 232 patients were collected and analyzed in this study. Patients preferred treatments with a higher efficacy (pain relief and delayed disease progression), a lower probability of side effects (gastrointestinal, kidney, and cardiovascular side effects), and a lower cost. Regarding efficacy and side effects, the patients weighted the importance of a 1% change in cardiovascular side effects (− 0.08) more heavily than 1% changes in kidney (− 0.07) and gastrointestinal (− 0.02) side effects, delayed disease progression (0.02), and pain relief (0.01). Patients were willing to pay 29.56 Thai Baht (THB) and 41.84 THB per month for every 1% increase in pain relief and delayed disease progression, respectively. Conversely, patients were willing to pay 52.04 THB, 145.18 THB and 164.23 THB per month for every 1% decrease in gastrointestinal, kidney, and cardiovascular side effects, respectively. In conclusion, pain relief, delayed disease progression, gastrointestinal side effects, kidney side effects, cardiovascular side effects, and the cost of treatment were significant factors among patients undergoing knee osteoarthritis treatment. Additionally, patients had a higher WTP for delayed disease progression than pain relief and a higher WTP for a reduced probability of cardiovascular side effects than gastrointestinal and kidney side effects. These findings could be used to support treatment decisions for knee osteoarthritis patients in Thailand. |
format | Online Article Text |
id | pubmed-10374609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103746092023-07-29 Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand Luksameesate, Parnnaphat Tanavalee, Aree Ngorsuraches, Surachat Taychakhoonavudh, Suthira Sci Rep Article Osteoarthritis is the most common type of joint disease among elderly patients around the world. In response to the need for patient-centered care, patients’ and physicians’ preferences for knee osteoarthritis treatments have been studied in multiple countries, but not in Thailand. The objective of this study was to investigate Thai patients’ preferences and their willingness to pay (WTP) for knee osteoarthritis treatments by using a discrete choice experiment (DCE). Six knee osteoarthritis treatment attributes, including pain relief, delayed disease progression, gastrointestinal side effects, kidney side effects, cardiovascular side effects, and cost, were used to develop a paper-based, DCE questionnaire survey. Patients with knee osteoarthritis, who were at least 18 years old and who provided written informed consent, were recruited from the orthopedic department in a tertiary care hospital in Thailand via convenience sampling. The conditional logit model was used to determine patients’ preferences and WTP. The Institutional Review Board at Chulalongkorn University approved this study before it started. A total of 232 patients were collected and analyzed in this study. Patients preferred treatments with a higher efficacy (pain relief and delayed disease progression), a lower probability of side effects (gastrointestinal, kidney, and cardiovascular side effects), and a lower cost. Regarding efficacy and side effects, the patients weighted the importance of a 1% change in cardiovascular side effects (− 0.08) more heavily than 1% changes in kidney (− 0.07) and gastrointestinal (− 0.02) side effects, delayed disease progression (0.02), and pain relief (0.01). Patients were willing to pay 29.56 Thai Baht (THB) and 41.84 THB per month for every 1% increase in pain relief and delayed disease progression, respectively. Conversely, patients were willing to pay 52.04 THB, 145.18 THB and 164.23 THB per month for every 1% decrease in gastrointestinal, kidney, and cardiovascular side effects, respectively. In conclusion, pain relief, delayed disease progression, gastrointestinal side effects, kidney side effects, cardiovascular side effects, and the cost of treatment were significant factors among patients undergoing knee osteoarthritis treatment. Additionally, patients had a higher WTP for delayed disease progression than pain relief and a higher WTP for a reduced probability of cardiovascular side effects than gastrointestinal and kidney side effects. These findings could be used to support treatment decisions for knee osteoarthritis patients in Thailand. Nature Publishing Group UK 2023-07-27 /pmc/articles/PMC10374609/ /pubmed/37500677 http://dx.doi.org/10.1038/s41598-023-39264-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Luksameesate, Parnnaphat Tanavalee, Aree Ngorsuraches, Surachat Taychakhoonavudh, Suthira Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title | Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title_full | Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title_fullStr | Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title_full_unstemmed | Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title_short | Using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in Thailand |
title_sort | using a discrete choice experiment to elicit patients’ preferences and willingness-to-pay for knee osteoarthritis treatments in thailand |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374609/ https://www.ncbi.nlm.nih.gov/pubmed/37500677 http://dx.doi.org/10.1038/s41598-023-39264-6 |
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