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Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment
OBJECTIVES: Identify Australian public preferences for antibiotic treatments in the context of antibiotic stewardship. METHODS: A discrete choice experiment (DCE) was conducted in Australia to investigate the importance of seven attributes associated with antibiotic treatments and related stewardshi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10409829/ https://www.ncbi.nlm.nih.gov/pubmed/37462880 http://dx.doi.org/10.1007/s40271-023-00640-z |
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author | Degeling, Chris Yarwood, Trent Nettel-Aguirre, Alberto Mullan, Judy Reynolds, Nina Chen, Gang |
author_facet | Degeling, Chris Yarwood, Trent Nettel-Aguirre, Alberto Mullan, Judy Reynolds, Nina Chen, Gang |
author_sort | Degeling, Chris |
collection | PubMed |
description | OBJECTIVES: Identify Australian public preferences for antibiotic treatments in the context of antibiotic stewardship. METHODS: A discrete choice experiment (DCE) was conducted in Australia to investigate the importance of seven attributes associated with antibiotic treatments and related stewardship practices: contribution to antimicrobial resistance (AMR), treatment duration, side effects, days needed to recover, days before taking antibiotics, treatment failure and out-of-pocket costs. The DCE data were analysed using conditional logit, mixed logit and latent class conditional logit models. The relative importance of each attribute was calculated. RESULTS: A total of 1882 respondents completed the survey; the main study sample consist of 1658 respondents (mean age 48 years) who passed quality checks. All seven attributes significantly influenced respondents’ preferences for antibiotic treatments. Based on the designed attribute levels in the DCE, on average, out-of-pocket costs (32.8%) and contribution to antibiotic resistance (30.3%) were the most important attributes, followed by side effects (12.9%). Days before starting medication was least important (3.9%). Three latent classes were identified. Class 1 (including respondents who were more likely to be older and more health literate; 24.5%) gave contribution to antibiotic resistance greater importance in treatment preferences. Class 2 (including respondents more likely to report poorer health; 25.2%) gave out-of-pocket costs greater importance. The remaining (50.4%), who were generally healthier, perceived side effects as the most important attribute. CONCLUSIONS: Despite concerted public awareness raising campaigns, our results suggest that several factors may influence the preferences of Australians when considering antibiotic use. However, for those more likely to be aware of the need to preserve antibiotics, out-of-pocket costs and limiting the contribution to antibiotic resistance are the dominant influence. Delays in starting treatment were not important for any latent class, suggesting public tolerance for this measure. These results could help inform strategies to promote prudent antibiotic stewardship. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40271-023-00640-z. |
format | Online Article Text |
id | pubmed-10409829 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-104098292023-08-10 Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment Degeling, Chris Yarwood, Trent Nettel-Aguirre, Alberto Mullan, Judy Reynolds, Nina Chen, Gang Patient Original Research Article OBJECTIVES: Identify Australian public preferences for antibiotic treatments in the context of antibiotic stewardship. METHODS: A discrete choice experiment (DCE) was conducted in Australia to investigate the importance of seven attributes associated with antibiotic treatments and related stewardship practices: contribution to antimicrobial resistance (AMR), treatment duration, side effects, days needed to recover, days before taking antibiotics, treatment failure and out-of-pocket costs. The DCE data were analysed using conditional logit, mixed logit and latent class conditional logit models. The relative importance of each attribute was calculated. RESULTS: A total of 1882 respondents completed the survey; the main study sample consist of 1658 respondents (mean age 48 years) who passed quality checks. All seven attributes significantly influenced respondents’ preferences for antibiotic treatments. Based on the designed attribute levels in the DCE, on average, out-of-pocket costs (32.8%) and contribution to antibiotic resistance (30.3%) were the most important attributes, followed by side effects (12.9%). Days before starting medication was least important (3.9%). Three latent classes were identified. Class 1 (including respondents who were more likely to be older and more health literate; 24.5%) gave contribution to antibiotic resistance greater importance in treatment preferences. Class 2 (including respondents more likely to report poorer health; 25.2%) gave out-of-pocket costs greater importance. The remaining (50.4%), who were generally healthier, perceived side effects as the most important attribute. CONCLUSIONS: Despite concerted public awareness raising campaigns, our results suggest that several factors may influence the preferences of Australians when considering antibiotic use. However, for those more likely to be aware of the need to preserve antibiotics, out-of-pocket costs and limiting the contribution to antibiotic resistance are the dominant influence. Delays in starting treatment were not important for any latent class, suggesting public tolerance for this measure. These results could help inform strategies to promote prudent antibiotic stewardship. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40271-023-00640-z. Springer International Publishing 2023-07-18 2023 /pmc/articles/PMC10409829/ /pubmed/37462880 http://dx.doi.org/10.1007/s40271-023-00640-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial 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-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Article Degeling, Chris Yarwood, Trent Nettel-Aguirre, Alberto Mullan, Judy Reynolds, Nina Chen, Gang Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title | Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title_full | Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title_fullStr | Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title_full_unstemmed | Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title_short | Exploring the Preferences of the Australian Public for Antibiotic Treatments: A Discrete Choice Experiment |
title_sort | exploring the preferences of the australian public for antibiotic treatments: a discrete choice experiment |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10409829/ https://www.ncbi.nlm.nih.gov/pubmed/37462880 http://dx.doi.org/10.1007/s40271-023-00640-z |
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