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Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK
BACKGROUND: Large-scale vaccination is fundamental to combatting COVID-19. In March 2021, the UK’s vaccination programme had delivered vaccines to large proportions of older and more vulnerable population groups; however, there was concern that uptake would be lower among young people. This research...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894545/ https://www.ncbi.nlm.nih.gov/pubmed/35246082 http://dx.doi.org/10.1186/s12889-022-12823-8 |
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author | McPhedran, Robert Gold, Natalie Bemand, Charlotte Weston, Dale Rosen, Rachel Scott, Robert Chadborn, Tim Amlôt, Richard Mawby, Max Toombs, Ben |
author_facet | McPhedran, Robert Gold, Natalie Bemand, Charlotte Weston, Dale Rosen, Rachel Scott, Robert Chadborn, Tim Amlôt, Richard Mawby, Max Toombs, Ben |
author_sort | McPhedran, Robert |
collection | PubMed |
description | BACKGROUND: Large-scale vaccination is fundamental to combatting COVID-19. In March 2021, the UK’s vaccination programme had delivered vaccines to large proportions of older and more vulnerable population groups; however, there was concern that uptake would be lower among young people. This research was designed to elicit the preferences of 18–29-year-olds regarding key delivery characteristics and assess the influence of these on intentions to get vaccinated, to inform planning for this cohort. METHODS: From 25 March to 2 April 2021, an online sample of 2012 UK adults aged 18–29 years participated in a Discrete Choice Experiment. Participants made six choices, each involving two SMS invitations to book a vaccination appointment and an opt-out. Invitations had four attributes (1 × 5 levels, 3 × 3 levels): delivery mode, appointment timing, proximity, and sender. These were systematically varied according to a d-optimal design. Responses were analysed using a mixed logit model. RESULTS: The main effects logit model revealed a large alternative-specific constant (β = 1.385, SE = 0.067, p < 0.001), indicating a strong preference for ‘opting in’ to appointment invitations. Pharmacies were dispreferred to the local vaccination centre (β = − 0.256, SE = 0.072, p < 0.001), appointments in locations that were 30–45 min travel time from one’s premises were dispreferred to locations that were less than 15 min away (β = − 0.408, SE = 0.054, p < 0.001), and, compared to invitations from the NHS, SMSs forwarded by ‘a friend’ were dispreferred (β = − 0.615, SE = 0.056, p < 0.001) but invitations from the General Practitioner were preferred (β = 0.105, SE = 0.048, p = 0.028). CONCLUSIONS: The results indicated that the existing configuration of the UK’s vaccination programme was well-placed to deliver vaccines to 18–29-year-olds; however, some adjustments might enhance acceptance. Local pharmacies were not preferred; long travel times were a disincentive but close proximity (0–15 min from one’s premises) was not necessary; and either the ‘NHS’ or ‘Your GP’ would serve as adequate invitation sources. This research informed COVID-19 policy in the UK, and contributes to a wider body of Discrete Choice Experiment evidence on citizens’ preferences, requirements and predicted behaviours regarding COVID-19. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-12823-8. |
format | Online Article Text |
id | pubmed-8894545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88945452022-03-04 Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK McPhedran, Robert Gold, Natalie Bemand, Charlotte Weston, Dale Rosen, Rachel Scott, Robert Chadborn, Tim Amlôt, Richard Mawby, Max Toombs, Ben BMC Public Health Research BACKGROUND: Large-scale vaccination is fundamental to combatting COVID-19. In March 2021, the UK’s vaccination programme had delivered vaccines to large proportions of older and more vulnerable population groups; however, there was concern that uptake would be lower among young people. This research was designed to elicit the preferences of 18–29-year-olds regarding key delivery characteristics and assess the influence of these on intentions to get vaccinated, to inform planning for this cohort. METHODS: From 25 March to 2 April 2021, an online sample of 2012 UK adults aged 18–29 years participated in a Discrete Choice Experiment. Participants made six choices, each involving two SMS invitations to book a vaccination appointment and an opt-out. Invitations had four attributes (1 × 5 levels, 3 × 3 levels): delivery mode, appointment timing, proximity, and sender. These were systematically varied according to a d-optimal design. Responses were analysed using a mixed logit model. RESULTS: The main effects logit model revealed a large alternative-specific constant (β = 1.385, SE = 0.067, p < 0.001), indicating a strong preference for ‘opting in’ to appointment invitations. Pharmacies were dispreferred to the local vaccination centre (β = − 0.256, SE = 0.072, p < 0.001), appointments in locations that were 30–45 min travel time from one’s premises were dispreferred to locations that were less than 15 min away (β = − 0.408, SE = 0.054, p < 0.001), and, compared to invitations from the NHS, SMSs forwarded by ‘a friend’ were dispreferred (β = − 0.615, SE = 0.056, p < 0.001) but invitations from the General Practitioner were preferred (β = 0.105, SE = 0.048, p = 0.028). CONCLUSIONS: The results indicated that the existing configuration of the UK’s vaccination programme was well-placed to deliver vaccines to 18–29-year-olds; however, some adjustments might enhance acceptance. Local pharmacies were not preferred; long travel times were a disincentive but close proximity (0–15 min from one’s premises) was not necessary; and either the ‘NHS’ or ‘Your GP’ would serve as adequate invitation sources. This research informed COVID-19 policy in the UK, and contributes to a wider body of Discrete Choice Experiment evidence on citizens’ preferences, requirements and predicted behaviours regarding COVID-19. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-12823-8. BioMed Central 2022-03-04 /pmc/articles/PMC8894545/ /pubmed/35246082 http://dx.doi.org/10.1186/s12889-022-12823-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research McPhedran, Robert Gold, Natalie Bemand, Charlotte Weston, Dale Rosen, Rachel Scott, Robert Chadborn, Tim Amlôt, Richard Mawby, Max Toombs, Ben Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title | Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title_full | Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title_fullStr | Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title_full_unstemmed | Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title_short | Location, location, location: a discrete choice experiment to inform COVID-19 vaccination programme delivery in the UK |
title_sort | location, location, location: a discrete choice experiment to inform covid-19 vaccination programme delivery in the uk |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894545/ https://www.ncbi.nlm.nih.gov/pubmed/35246082 http://dx.doi.org/10.1186/s12889-022-12823-8 |
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