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The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers
BACKGROUND: Effectiveness-implementation hybrid designs are a relatively new approach to evaluate efficacious interventions in real-world settings while concurrently gathering information on the implementation. Intervention fidelity can significantly influence the effectiveness of an intervention du...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183132/ https://www.ncbi.nlm.nih.gov/pubmed/37179343 http://dx.doi.org/10.1186/s12874-023-01943-3 |
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author | Trutschel, Diana Blatter, Catherine Simon, Michael Holle, Daniela Reuther, Sven Brunkert, Thekla |
author_facet | Trutschel, Diana Blatter, Catherine Simon, Michael Holle, Daniela Reuther, Sven Brunkert, Thekla |
author_sort | Trutschel, Diana |
collection | PubMed |
description | BACKGROUND: Effectiveness-implementation hybrid designs are a relatively new approach to evaluate efficacious interventions in real-world settings while concurrently gathering information on the implementation. Intervention fidelity can significantly influence the effectiveness of an intervention during implementation. However little guidance exists for applied researchers conducting effectiveness-implementation hybrid trials regarding the impact of fidelity on intervention effects and power. METHODS: We conducted a simulation study based on parameters from a clinical example study. For the simulation, we explored parallel and stepped-wedge cluster randomized trials (CRTs) and hypothetical patterns of fidelity increase during implementation: slow, linear, and fast. Based on fixed design parameters, i.e., the number of clusters (C = 6), time points (T = 7), and patients per cluster (n = 10) we used linear mixed models to estimate the intervention effect and calculated the power for different fidelity patterns. Further, we conducted a sensitivity analysis to compare outcomes based on different assumptions for the intracluster-correlation coefficient and the cluster size. RESULTS: Ensuring high fidelity from the beginning is central to achieve accurate intervention effect estimates in stepped-wedge and parallel CRTs. The importance of high fidelity in the earlier stages is more emphasized in stepped-wedge designs than in parallel CRTs. In contrast, if the increase of fidelity is too slow despite relatively high starting levels, the study will likely be underpowered and the intervention effect estimates will also be biased. This effect is more accentuated in parallel CRTs, here reaching 100% fidelity within the next measurement points is crucial. CONCLUSIONS: This study discusses the importance of intervention fidelity for the study`s power and highlights different recommendations to deal with low fidelity in parallel and stepped-wedge CRTs from a design perspective. Applied researchers should consider the detrimental effect of low fidelity in their evaluation design. Overall, there are fewer options to adjust the trial design after the fact in parallel CRT as compared to stepped-wedge CRTs. Particular emphasis should be placed on the selection of contextually relevant implementation strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12874-023-01943-3. |
format | Online Article Text |
id | pubmed-10183132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101831322023-05-15 The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers Trutschel, Diana Blatter, Catherine Simon, Michael Holle, Daniela Reuther, Sven Brunkert, Thekla BMC Med Res Methodol Research BACKGROUND: Effectiveness-implementation hybrid designs are a relatively new approach to evaluate efficacious interventions in real-world settings while concurrently gathering information on the implementation. Intervention fidelity can significantly influence the effectiveness of an intervention during implementation. However little guidance exists for applied researchers conducting effectiveness-implementation hybrid trials regarding the impact of fidelity on intervention effects and power. METHODS: We conducted a simulation study based on parameters from a clinical example study. For the simulation, we explored parallel and stepped-wedge cluster randomized trials (CRTs) and hypothetical patterns of fidelity increase during implementation: slow, linear, and fast. Based on fixed design parameters, i.e., the number of clusters (C = 6), time points (T = 7), and patients per cluster (n = 10) we used linear mixed models to estimate the intervention effect and calculated the power for different fidelity patterns. Further, we conducted a sensitivity analysis to compare outcomes based on different assumptions for the intracluster-correlation coefficient and the cluster size. RESULTS: Ensuring high fidelity from the beginning is central to achieve accurate intervention effect estimates in stepped-wedge and parallel CRTs. The importance of high fidelity in the earlier stages is more emphasized in stepped-wedge designs than in parallel CRTs. In contrast, if the increase of fidelity is too slow despite relatively high starting levels, the study will likely be underpowered and the intervention effect estimates will also be biased. This effect is more accentuated in parallel CRTs, here reaching 100% fidelity within the next measurement points is crucial. CONCLUSIONS: This study discusses the importance of intervention fidelity for the study`s power and highlights different recommendations to deal with low fidelity in parallel and stepped-wedge CRTs from a design perspective. Applied researchers should consider the detrimental effect of low fidelity in their evaluation design. Overall, there are fewer options to adjust the trial design after the fact in parallel CRT as compared to stepped-wedge CRTs. Particular emphasis should be placed on the selection of contextually relevant implementation strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12874-023-01943-3. BioMed Central 2023-05-13 /pmc/articles/PMC10183132/ /pubmed/37179343 http://dx.doi.org/10.1186/s12874-023-01943-3 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/) . 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 Trutschel, Diana Blatter, Catherine Simon, Michael Holle, Daniela Reuther, Sven Brunkert, Thekla The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title | The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title_full | The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title_fullStr | The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title_full_unstemmed | The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title_short | The unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
title_sort | unrecognized role of fidelity in effectiveness-implementation hybrid trials: simulation study and guidance for implementation researchers |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183132/ https://www.ncbi.nlm.nih.gov/pubmed/37179343 http://dx.doi.org/10.1186/s12874-023-01943-3 |
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