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Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey
OBJECTIVE: This study aimed to investigate the preferences regarding risks, benefits and other treatment attributes of patients with type 2 diabetes mellitus (T2DM) in China when selecting a second-line anti-hyperglycaemic medicine. METHODS: A discrete choice experiment with hypothetical anti-hyperg...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106002/ https://www.ncbi.nlm.nih.gov/pubmed/37041021 http://dx.doi.org/10.1136/bmjgh-2022-010942 |
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author | Liu, Shimeng Liu, Jing Si, Lei Ke, Xiong Liu, Liu Ren, Yanfeng Bao, Shiyi Li, Fuming Yu, Yijiang Pan, Qi Wei, Yan Chen, Yingyao |
author_facet | Liu, Shimeng Liu, Jing Si, Lei Ke, Xiong Liu, Liu Ren, Yanfeng Bao, Shiyi Li, Fuming Yu, Yijiang Pan, Qi Wei, Yan Chen, Yingyao |
author_sort | Liu, Shimeng |
collection | PubMed |
description | OBJECTIVE: This study aimed to investigate the preferences regarding risks, benefits and other treatment attributes of patients with type 2 diabetes mellitus (T2DM) in China when selecting a second-line anti-hyperglycaemic medicine. METHODS: A discrete choice experiment with hypothetical anti-hyperglycaemic medication profiles was performed using a face-to-face survey administered to patients with T2DM. The medication profile was described using seven attributes: treatment efficacy, hypoglycaemia risk, cardiovascular benefits, gastrointestinal (GI) adverse events, weight change, mode of administration and out-of-pocket cost. Participants chose between medication profiles by comparing attributes. Data were analysed using a mixed logit model with marginal willingness to pay (mWTP) and maximum acceptable risk (MAR) calculated. The preference heterogeneity within the sample was explored using a latent class model (LCM). RESULTS: A total of 3327 respondents from five major geographical regions completed the survey. Treatment efficacy, hypoglycaemia risk, cardiovascular benefits and GI adverse events were major concerns among the seven attributes measured. Weight change and mode of administration were of lesser concern. Regarding mWTP, respondents would pay ¥236.1 (US$36.6) for an anti-hyperglycaemic medication with an efficacy of 2.5% points reduction in HbA1c, while they were willing to accept a weight gain of 3 kg only if they received a compensation of ¥56.7 (US$8.8). Respondents were willing to accept a relatively large increase in hypoglycaemia risk (MAR=15.9%) to improve treatment efficacy from intermediate (1.0% points) to high (1.5% points). LCM identified the following four unobserved subgroups: trypanophobia, cardiovascular-benefits-focused, safety-focused and efficacy-focused and cost-sensitive. CONCLUSION: Patients with T2DM prioritised free out-of-pocket costs, highest efficacy, no hypoglycaemia risk and cardiovascular benefits over weight change and mode of administration. There exists great preference heterogeneity among patients, which should be taken into account in healthcare decision-making processes. |
format | Online Article Text |
id | pubmed-10106002 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-101060022023-04-17 Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey Liu, Shimeng Liu, Jing Si, Lei Ke, Xiong Liu, Liu Ren, Yanfeng Bao, Shiyi Li, Fuming Yu, Yijiang Pan, Qi Wei, Yan Chen, Yingyao BMJ Glob Health Original Research OBJECTIVE: This study aimed to investigate the preferences regarding risks, benefits and other treatment attributes of patients with type 2 diabetes mellitus (T2DM) in China when selecting a second-line anti-hyperglycaemic medicine. METHODS: A discrete choice experiment with hypothetical anti-hyperglycaemic medication profiles was performed using a face-to-face survey administered to patients with T2DM. The medication profile was described using seven attributes: treatment efficacy, hypoglycaemia risk, cardiovascular benefits, gastrointestinal (GI) adverse events, weight change, mode of administration and out-of-pocket cost. Participants chose between medication profiles by comparing attributes. Data were analysed using a mixed logit model with marginal willingness to pay (mWTP) and maximum acceptable risk (MAR) calculated. The preference heterogeneity within the sample was explored using a latent class model (LCM). RESULTS: A total of 3327 respondents from five major geographical regions completed the survey. Treatment efficacy, hypoglycaemia risk, cardiovascular benefits and GI adverse events were major concerns among the seven attributes measured. Weight change and mode of administration were of lesser concern. Regarding mWTP, respondents would pay ¥236.1 (US$36.6) for an anti-hyperglycaemic medication with an efficacy of 2.5% points reduction in HbA1c, while they were willing to accept a weight gain of 3 kg only if they received a compensation of ¥56.7 (US$8.8). Respondents were willing to accept a relatively large increase in hypoglycaemia risk (MAR=15.9%) to improve treatment efficacy from intermediate (1.0% points) to high (1.5% points). LCM identified the following four unobserved subgroups: trypanophobia, cardiovascular-benefits-focused, safety-focused and efficacy-focused and cost-sensitive. CONCLUSION: Patients with T2DM prioritised free out-of-pocket costs, highest efficacy, no hypoglycaemia risk and cardiovascular benefits over weight change and mode of administration. There exists great preference heterogeneity among patients, which should be taken into account in healthcare decision-making processes. BMJ Publishing Group 2023-04-11 /pmc/articles/PMC10106002/ /pubmed/37041021 http://dx.doi.org/10.1136/bmjgh-2022-010942 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Liu, Shimeng Liu, Jing Si, Lei Ke, Xiong Liu, Liu Ren, Yanfeng Bao, Shiyi Li, Fuming Yu, Yijiang Pan, Qi Wei, Yan Chen, Yingyao Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title | Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title_full | Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title_fullStr | Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title_full_unstemmed | Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title_short | Patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in China: findings from a national survey |
title_sort | patient preferences for anti-hyperglycaemic medication for type 2 diabetes mellitus in china: findings from a national survey |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106002/ https://www.ncbi.nlm.nih.gov/pubmed/37041021 http://dx.doi.org/10.1136/bmjgh-2022-010942 |
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