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A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative
PURPOSE: We set out to develop a real-time computerised decision support system (CDSS) embedded in the electronic health record (EHR) with information on risk factors, estimated risk, and guideline-based advice on treatment strategy in order to improve adherence to cardiovascular risk management (CV...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bohn Stafleu van Loghum
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6712110/ https://www.ncbi.nlm.nih.gov/pubmed/31372838 http://dx.doi.org/10.1007/s12471-019-01308-w |
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author | Groenhof, T. K. J. Rittersma, Z. H. Bots, M. L. Brandjes, M. Jacobs, J. J. L. Grobbee, D. E. van Solinge, W. W. Visseren, F. L. J. Haitjema, S. Asselbergs, F. W. |
author_facet | Groenhof, T. K. J. Rittersma, Z. H. Bots, M. L. Brandjes, M. Jacobs, J. J. L. Grobbee, D. E. van Solinge, W. W. Visseren, F. L. J. Haitjema, S. Asselbergs, F. W. |
author_sort | Groenhof, T. K. J. |
collection | PubMed |
description | PURPOSE: We set out to develop a real-time computerised decision support system (CDSS) embedded in the electronic health record (EHR) with information on risk factors, estimated risk, and guideline-based advice on treatment strategy in order to improve adherence to cardiovascular risk management (CVRM) guidelines with the ultimate aim of improving patient healthcare. METHODS: We defined a project plan including the scope and requirements, infrastructure and interface, data quality and study population, validation and evaluation of the CDSS. RESULTS: In collaboration with clinicians, data scientists, epidemiologists, ICT architects, and user experience and interface designers we developed a CDSS that provides ‘live’ information on CVRM within the environment of the EHR. The CDSS provides information on cardiovascular risk factors (age, sex, medical and family history, smoking, blood pressure, lipids, kidney function, and glucose intolerance measurements), estimated 10-year cardiovascular risk, guideline-compliant suggestions for both pharmacological and non-pharmacological treatment to optimise risk factors, and an estimate on the change in 10-year risk of cardiovascular disease if treatment goals are adhered to. Our pilot study identified a number of issues that needed to be addressed, such as missing data, rules and regulations, privacy, and patient participation. CONCLUSION: Development of a CDSS is complex and requires a multidisciplinary approach. We identified opportunities and challenges in our project developing a CDSS aimed at improving adherence to CVRM guidelines. The regulatory environment, including guidance on scientific evaluation, legislation, and privacy issues needs to evolve within this emerging field of eHealth. |
format | Online Article Text |
id | pubmed-6712110 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Bohn Stafleu van Loghum |
record_format | MEDLINE/PubMed |
spelling | pubmed-67121102019-09-13 A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative Groenhof, T. K. J. Rittersma, Z. H. Bots, M. L. Brandjes, M. Jacobs, J. J. L. Grobbee, D. E. van Solinge, W. W. Visseren, F. L. J. Haitjema, S. Asselbergs, F. W. Neth Heart J Original Article PURPOSE: We set out to develop a real-time computerised decision support system (CDSS) embedded in the electronic health record (EHR) with information on risk factors, estimated risk, and guideline-based advice on treatment strategy in order to improve adherence to cardiovascular risk management (CVRM) guidelines with the ultimate aim of improving patient healthcare. METHODS: We defined a project plan including the scope and requirements, infrastructure and interface, data quality and study population, validation and evaluation of the CDSS. RESULTS: In collaboration with clinicians, data scientists, epidemiologists, ICT architects, and user experience and interface designers we developed a CDSS that provides ‘live’ information on CVRM within the environment of the EHR. The CDSS provides information on cardiovascular risk factors (age, sex, medical and family history, smoking, blood pressure, lipids, kidney function, and glucose intolerance measurements), estimated 10-year cardiovascular risk, guideline-compliant suggestions for both pharmacological and non-pharmacological treatment to optimise risk factors, and an estimate on the change in 10-year risk of cardiovascular disease if treatment goals are adhered to. Our pilot study identified a number of issues that needed to be addressed, such as missing data, rules and regulations, privacy, and patient participation. CONCLUSION: Development of a CDSS is complex and requires a multidisciplinary approach. We identified opportunities and challenges in our project developing a CDSS aimed at improving adherence to CVRM guidelines. The regulatory environment, including guidance on scientific evaluation, legislation, and privacy issues needs to evolve within this emerging field of eHealth. Bohn Stafleu van Loghum 2019-08-01 2019-09 /pmc/articles/PMC6712110/ /pubmed/31372838 http://dx.doi.org/10.1007/s12471-019-01308-w Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Article Groenhof, T. K. J. Rittersma, Z. H. Bots, M. L. Brandjes, M. Jacobs, J. J. L. Grobbee, D. E. van Solinge, W. W. Visseren, F. L. J. Haitjema, S. Asselbergs, F. W. A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title | A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title_full | A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title_fullStr | A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title_full_unstemmed | A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title_short | A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative |
title_sort | a computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the utrecht cardiovascular cohort initiative |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6712110/ https://www.ncbi.nlm.nih.gov/pubmed/31372838 http://dx.doi.org/10.1007/s12471-019-01308-w |
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