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Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project
BACKGROUND: Adaptive designs offer great promise in improving the efficiency and patient-benefit of clinical trials. An important barrier to further increased use is a lack of understanding about which additional resources are required to conduct a high-quality adaptive clinical trial, compared to a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545558/ https://www.ncbi.nlm.nih.gov/pubmed/34696781 http://dx.doi.org/10.1186/s12916-021-02124-z |
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author | Wilson, Nina Biggs, Katie Bowden, Sarah Brown, Julia Dimairo, Munyaradzi Flight, Laura Hall, Jamie Hockaday, Anna Jaki, Thomas Lowe, Rachel Murphy, Caroline Pallmann, Philip Pilling, Mark A. Snowdon, Claire Sydes, Matthew R. Villar, Sofía S. Weir, Christopher J. Welburn, Jessica Yap, Christina Maier, Rebecca Hancock, Helen Wason, James M. S. |
author_facet | Wilson, Nina Biggs, Katie Bowden, Sarah Brown, Julia Dimairo, Munyaradzi Flight, Laura Hall, Jamie Hockaday, Anna Jaki, Thomas Lowe, Rachel Murphy, Caroline Pallmann, Philip Pilling, Mark A. Snowdon, Claire Sydes, Matthew R. Villar, Sofía S. Weir, Christopher J. Welburn, Jessica Yap, Christina Maier, Rebecca Hancock, Helen Wason, James M. S. |
author_sort | Wilson, Nina |
collection | PubMed |
description | BACKGROUND: Adaptive designs offer great promise in improving the efficiency and patient-benefit of clinical trials. An important barrier to further increased use is a lack of understanding about which additional resources are required to conduct a high-quality adaptive clinical trial, compared to a traditional fixed design. The Costing Adaptive Trials (CAT) project investigated which additional resources may be required to support adaptive trials. METHODS: We conducted a mock costing exercise amongst seven Clinical Trials Units (CTUs) in the UK. Five scenarios were developed, derived from funded clinical trials, where a non-adaptive version and an adaptive version were described. Each scenario represented a different type of adaptive design. CTU staff were asked to provide the costs and staff time they estimated would be needed to support the trial, categorised into specified areas (e.g. statistics, data management, trial management). This was calculated separately for the non-adaptive and adaptive version of the trial, allowing paired comparisons. Interviews with 10 CTU staff who had completed the costing exercise were conducted by qualitative researchers to explore reasons for similarities and differences. RESULTS: Estimated resources associated with conducting an adaptive trial were always (moderately) higher than for the non-adaptive equivalent. The median increase was between 2 and 4% for all scenarios, except for sample size re-estimation which was 26.5% (as the adaptive design could lead to a lengthened study period). The highest increase was for statistical staff, with lower increases for data management and trial management staff. The percentage increase in resources varied across different CTUs. The interviews identified possible explanations for differences, including (1) experience in adaptive trials, (2) the complexity of the non-adaptive and adaptive design, and (3) the extent of non-trial specific core infrastructure funding the CTU had. CONCLUSIONS: This work sheds light on additional resources required to adequately support a high-quality adaptive trial. The percentage increase in costs for supporting an adaptive trial was generally modest and should not be a barrier to adaptive designs being cost-effective to use in practice. Informed by the results of this research, guidance for investigators and funders will be developed on appropriately resourcing adaptive trials. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02124-z. |
format | Online Article Text |
id | pubmed-8545558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85455582021-10-26 Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project Wilson, Nina Biggs, Katie Bowden, Sarah Brown, Julia Dimairo, Munyaradzi Flight, Laura Hall, Jamie Hockaday, Anna Jaki, Thomas Lowe, Rachel Murphy, Caroline Pallmann, Philip Pilling, Mark A. Snowdon, Claire Sydes, Matthew R. Villar, Sofía S. Weir, Christopher J. Welburn, Jessica Yap, Christina Maier, Rebecca Hancock, Helen Wason, James M. S. BMC Med Research Article BACKGROUND: Adaptive designs offer great promise in improving the efficiency and patient-benefit of clinical trials. An important barrier to further increased use is a lack of understanding about which additional resources are required to conduct a high-quality adaptive clinical trial, compared to a traditional fixed design. The Costing Adaptive Trials (CAT) project investigated which additional resources may be required to support adaptive trials. METHODS: We conducted a mock costing exercise amongst seven Clinical Trials Units (CTUs) in the UK. Five scenarios were developed, derived from funded clinical trials, where a non-adaptive version and an adaptive version were described. Each scenario represented a different type of adaptive design. CTU staff were asked to provide the costs and staff time they estimated would be needed to support the trial, categorised into specified areas (e.g. statistics, data management, trial management). This was calculated separately for the non-adaptive and adaptive version of the trial, allowing paired comparisons. Interviews with 10 CTU staff who had completed the costing exercise were conducted by qualitative researchers to explore reasons for similarities and differences. RESULTS: Estimated resources associated with conducting an adaptive trial were always (moderately) higher than for the non-adaptive equivalent. The median increase was between 2 and 4% for all scenarios, except for sample size re-estimation which was 26.5% (as the adaptive design could lead to a lengthened study period). The highest increase was for statistical staff, with lower increases for data management and trial management staff. The percentage increase in resources varied across different CTUs. The interviews identified possible explanations for differences, including (1) experience in adaptive trials, (2) the complexity of the non-adaptive and adaptive design, and (3) the extent of non-trial specific core infrastructure funding the CTU had. CONCLUSIONS: This work sheds light on additional resources required to adequately support a high-quality adaptive trial. The percentage increase in costs for supporting an adaptive trial was generally modest and should not be a barrier to adaptive designs being cost-effective to use in practice. Informed by the results of this research, guidance for investigators and funders will be developed on appropriately resourcing adaptive trials. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02124-z. BioMed Central 2021-10-26 /pmc/articles/PMC8545558/ /pubmed/34696781 http://dx.doi.org/10.1186/s12916-021-02124-z Text en © The Author(s) 2021 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 Article Wilson, Nina Biggs, Katie Bowden, Sarah Brown, Julia Dimairo, Munyaradzi Flight, Laura Hall, Jamie Hockaday, Anna Jaki, Thomas Lowe, Rachel Murphy, Caroline Pallmann, Philip Pilling, Mark A. Snowdon, Claire Sydes, Matthew R. Villar, Sofía S. Weir, Christopher J. Welburn, Jessica Yap, Christina Maier, Rebecca Hancock, Helen Wason, James M. S. Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title | Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title_full | Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title_fullStr | Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title_full_unstemmed | Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title_short | Costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the Costing Adaptive Trials project |
title_sort | costs and staffing resource requirements for adaptive clinical trials: quantitative and qualitative results from the costing adaptive trials project |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545558/ https://www.ncbi.nlm.nih.gov/pubmed/34696781 http://dx.doi.org/10.1186/s12916-021-02124-z |
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