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A structured approach to applying systems analysis methods for examining implementation mechanisms
BACKGROUND: It is challenging to identify and understand the specific mechanisms through which an implementation strategy affects implementation outcomes, as implementation happens in the context of complex, multi-level systems. These systems and the mechanisms within each level have their own dynam...
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/PMC10588196/ https://www.ncbi.nlm.nih.gov/pubmed/37858215 http://dx.doi.org/10.1186/s43058-023-00504-5 |
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author | Kim, Bo Cruden, Gracelyn Crable, Erika L. Quanbeck, Andrew Mittman, Brian S. Wagner, Anjuli D. |
author_facet | Kim, Bo Cruden, Gracelyn Crable, Erika L. Quanbeck, Andrew Mittman, Brian S. Wagner, Anjuli D. |
author_sort | Kim, Bo |
collection | PubMed |
description | BACKGROUND: It is challenging to identify and understand the specific mechanisms through which an implementation strategy affects implementation outcomes, as implementation happens in the context of complex, multi-level systems. These systems and the mechanisms within each level have their own dynamic environments that change frequently. For instance, sequencing may matter in that a mechanism may only be activated indirectly by a strategy through another mechanism. The dosage or strength of a mechanism may vary over time or across different health care system levels. To elucidate the mechanisms relevant to successful implementation amidst this complexity, systems analysis methods are needed to model and manage complexity. METHODS: The fields of systems engineering and systems science offer methods—which we refer to as systems analysis methods—to help explain the interdependent relationships between and within systems, as well as dynamic changes to systems over time. When applied to studying implementation mechanisms, systems analysis methods can help (i) better identify and manage unknown conditions that may or may not activate mechanisms (both expected mechanisms targeted by a strategy and unexpected mechanisms that the methods help detect) and (ii) flexibly guide strategy adaptations to address contextual influences that emerge after the strategy is selected and used. RESULTS: In this paper, we delineate a structured approach to applying systems analysis methods for examining implementation mechanisms. The approach includes explicit steps for selecting, tailoring, and evaluating an implementation strategy regarding the mechanisms that the strategy is initially hypothesized to activate, as well as additional mechanisms that are identified through the steps. We illustrate the approach using a case example. We then discuss the strengths and limitations of this approach, as well as when these steps might be most appropriate, and suggest work to further the contributions of systems analysis methods to implementation mechanisms research. CONCLUSIONS: Our approach to applying systems analysis methods can encourage more mechanisms research efforts to consider these methods and in turn fuel both (i) rigorous comparisons of these methods to alternative mechanisms research approaches and (ii) an active discourse across the field to better delineate when these methods are appropriate for advancing mechanisms-related knowledge. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s43058-023-00504-5. |
format | Online Article Text |
id | pubmed-10588196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105881962023-10-21 A structured approach to applying systems analysis methods for examining implementation mechanisms Kim, Bo Cruden, Gracelyn Crable, Erika L. Quanbeck, Andrew Mittman, Brian S. Wagner, Anjuli D. Implement Sci Commun Methodology BACKGROUND: It is challenging to identify and understand the specific mechanisms through which an implementation strategy affects implementation outcomes, as implementation happens in the context of complex, multi-level systems. These systems and the mechanisms within each level have their own dynamic environments that change frequently. For instance, sequencing may matter in that a mechanism may only be activated indirectly by a strategy through another mechanism. The dosage or strength of a mechanism may vary over time or across different health care system levels. To elucidate the mechanisms relevant to successful implementation amidst this complexity, systems analysis methods are needed to model and manage complexity. METHODS: The fields of systems engineering and systems science offer methods—which we refer to as systems analysis methods—to help explain the interdependent relationships between and within systems, as well as dynamic changes to systems over time. When applied to studying implementation mechanisms, systems analysis methods can help (i) better identify and manage unknown conditions that may or may not activate mechanisms (both expected mechanisms targeted by a strategy and unexpected mechanisms that the methods help detect) and (ii) flexibly guide strategy adaptations to address contextual influences that emerge after the strategy is selected and used. RESULTS: In this paper, we delineate a structured approach to applying systems analysis methods for examining implementation mechanisms. The approach includes explicit steps for selecting, tailoring, and evaluating an implementation strategy regarding the mechanisms that the strategy is initially hypothesized to activate, as well as additional mechanisms that are identified through the steps. We illustrate the approach using a case example. We then discuss the strengths and limitations of this approach, as well as when these steps might be most appropriate, and suggest work to further the contributions of systems analysis methods to implementation mechanisms research. CONCLUSIONS: Our approach to applying systems analysis methods can encourage more mechanisms research efforts to consider these methods and in turn fuel both (i) rigorous comparisons of these methods to alternative mechanisms research approaches and (ii) an active discourse across the field to better delineate when these methods are appropriate for advancing mechanisms-related knowledge. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s43058-023-00504-5. BioMed Central 2023-10-19 /pmc/articles/PMC10588196/ /pubmed/37858215 http://dx.doi.org/10.1186/s43058-023-00504-5 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 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 | Methodology Kim, Bo Cruden, Gracelyn Crable, Erika L. Quanbeck, Andrew Mittman, Brian S. Wagner, Anjuli D. A structured approach to applying systems analysis methods for examining implementation mechanisms |
title | A structured approach to applying systems analysis methods for examining implementation mechanisms |
title_full | A structured approach to applying systems analysis methods for examining implementation mechanisms |
title_fullStr | A structured approach to applying systems analysis methods for examining implementation mechanisms |
title_full_unstemmed | A structured approach to applying systems analysis methods for examining implementation mechanisms |
title_short | A structured approach to applying systems analysis methods for examining implementation mechanisms |
title_sort | structured approach to applying systems analysis methods for examining implementation mechanisms |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588196/ https://www.ncbi.nlm.nih.gov/pubmed/37858215 http://dx.doi.org/10.1186/s43058-023-00504-5 |
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