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The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing
BACKGROUND: To describe and evaluate a clinical decision support system (CDSS) for empirical antibiotic therapy using a systematic framework. METHODS: A reporting framework for behavior change intervention implementation was used, which includes several domains: development, evaluation and implement...
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/PMC9087957/ https://www.ncbi.nlm.nih.gov/pubmed/35538525 http://dx.doi.org/10.1186/s12911-022-01860-3 |
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author | Akhloufi, H. van der Sijs, H. Melles, D. C. van der Hoeven, C. P. Vogel, M. Mouton, J. W. Verbon, A. |
author_facet | Akhloufi, H. van der Sijs, H. Melles, D. C. van der Hoeven, C. P. Vogel, M. Mouton, J. W. Verbon, A. |
author_sort | Akhloufi, H. |
collection | PubMed |
description | BACKGROUND: To describe and evaluate a clinical decision support system (CDSS) for empirical antibiotic therapy using a systematic framework. METHODS: A reporting framework for behavior change intervention implementation was used, which includes several domains: development, evaluation and implementation. Within the development domain a description is given of the engagement of stakeholders, a rationale for how the CDSS may influence antibiotic prescribing and a detailed outline of how the system was developed. Within the evaluation domain a technical validation is performed and the interaction between potential users and the CDSS is analyzed. Within the domain of implementation a description is given on how the CDSS was tested in the real world and the strategies that were used for implementation and adoption of the CDSS. RESULTS: Development: a CDSS was developed, with the involvement of stakeholders, to assist empirical antibiotic prescribing by physicians. Evaluation: Technical problems were determined during the validation process and corrected in a new CDSS version. A usability study was performed to assess problems in the system-user interaction. Implementation: In 114 patients the antibiotic advice that was generated by the CDSS was followed. For 54 patients the recommendations were not adhered to. CONCLUSIONS: This study describes the development and validation of a CDSS for empirical antibiotic therapy and shows the usefulness of the systematic framework for reporting CDSS interventions. In addition it shows that CDSS recommendations are not always adhered to which is associated with incorrect use of the system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12911-022-01860-3. |
format | Online Article Text |
id | pubmed-9087957 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-90879572022-05-11 The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing Akhloufi, H. van der Sijs, H. Melles, D. C. van der Hoeven, C. P. Vogel, M. Mouton, J. W. Verbon, A. BMC Med Inform Decis Mak Research BACKGROUND: To describe and evaluate a clinical decision support system (CDSS) for empirical antibiotic therapy using a systematic framework. METHODS: A reporting framework for behavior change intervention implementation was used, which includes several domains: development, evaluation and implementation. Within the development domain a description is given of the engagement of stakeholders, a rationale for how the CDSS may influence antibiotic prescribing and a detailed outline of how the system was developed. Within the evaluation domain a technical validation is performed and the interaction between potential users and the CDSS is analyzed. Within the domain of implementation a description is given on how the CDSS was tested in the real world and the strategies that were used for implementation and adoption of the CDSS. RESULTS: Development: a CDSS was developed, with the involvement of stakeholders, to assist empirical antibiotic prescribing by physicians. Evaluation: Technical problems were determined during the validation process and corrected in a new CDSS version. A usability study was performed to assess problems in the system-user interaction. Implementation: In 114 patients the antibiotic advice that was generated by the CDSS was followed. For 54 patients the recommendations were not adhered to. CONCLUSIONS: This study describes the development and validation of a CDSS for empirical antibiotic therapy and shows the usefulness of the systematic framework for reporting CDSS interventions. In addition it shows that CDSS recommendations are not always adhered to which is associated with incorrect use of the system. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12911-022-01860-3. BioMed Central 2022-05-10 /pmc/articles/PMC9087957/ /pubmed/35538525 http://dx.doi.org/10.1186/s12911-022-01860-3 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 Akhloufi, H. van der Sijs, H. Melles, D. C. van der Hoeven, C. P. Vogel, M. Mouton, J. W. Verbon, A. The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title | The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title_full | The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title_fullStr | The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title_full_unstemmed | The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title_short | The development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
title_sort | development and implementation of a guideline-based clinical decision support system to improve empirical antibiotic prescribing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9087957/ https://www.ncbi.nlm.nih.gov/pubmed/35538525 http://dx.doi.org/10.1186/s12911-022-01860-3 |
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