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Skills and competencies in health data analytics for health professionals: a scoping review protocol
INTRODUCTION: Healthcare data analytics is a methodological approach to the systematic analysis of health data, and it provides opportunities for healthcare professionals to improve health system management, patient engagement, budgeting, planning and performing evidence-based decision-making. Liter...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668260/ https://www.ncbi.nlm.nih.gov/pubmed/37989378 http://dx.doi.org/10.1136/bmjopen-2022-070596 |
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author | Nkwanyana, Akhona Mathews, Verona Zachary, Iris Bhayani, Vishwa |
author_facet | Nkwanyana, Akhona Mathews, Verona Zachary, Iris Bhayani, Vishwa |
author_sort | Nkwanyana, Akhona |
collection | PubMed |
description | INTRODUCTION: Healthcare data analytics is a methodological approach to the systematic analysis of health data, and it provides opportunities for healthcare professionals to improve health system management, patient engagement, budgeting, planning and performing evidence-based decision-making. Literature suggests that certain skills and/or competencies for health professionals working with big data in health care would be required. A review of the skills and competencies in health data analytics required by health professionals is needed to support the development or re-engineering of curriculum for health professionals to ensure they develop the abilities to make evidence-based decisions that ultimately can lead to the effective and efficient functioning of a healthcare system. METHODS: Using Arksey and O’Malley’s framework, this study will review literature published in English from January 2012 to December 2022. The database search includes Academic Search Complete, CINAHL, and MEDLINE via EBSCOhost, PubMed, Science Direct, Scopus, and Taylor and Francis. The reference lists of key studies will be searched to identify additional appropriate studies to include. The review will be conducted using an inclusion and exclusion criteria. Iterative processes will be involved at the various stages of search strategy piloting, screening and data extraction. Articles will be reviewed through a two-step process (title and abstract, and full-text review) by at least two reviewers. Data will be described quantitatively and/or qualitatively and presented in diagrams and tables. ETHICS AND DISSEMINATION: Ethical clearance has been received, and strict protocol measures will be followed to ensure the data reported is of quality and relevant to the review purpose. The results will be disseminated through a peer-reviewed scientific journal, presentation at national and/or international conferences, and other platforms such as social media (eg, LinkedIn, Twitter), and relevant stakeholders. |
format | Online Article Text |
id | pubmed-10668260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-106682602023-11-21 Skills and competencies in health data analytics for health professionals: a scoping review protocol Nkwanyana, Akhona Mathews, Verona Zachary, Iris Bhayani, Vishwa BMJ Open Public Health INTRODUCTION: Healthcare data analytics is a methodological approach to the systematic analysis of health data, and it provides opportunities for healthcare professionals to improve health system management, patient engagement, budgeting, planning and performing evidence-based decision-making. Literature suggests that certain skills and/or competencies for health professionals working with big data in health care would be required. A review of the skills and competencies in health data analytics required by health professionals is needed to support the development or re-engineering of curriculum for health professionals to ensure they develop the abilities to make evidence-based decisions that ultimately can lead to the effective and efficient functioning of a healthcare system. METHODS: Using Arksey and O’Malley’s framework, this study will review literature published in English from January 2012 to December 2022. The database search includes Academic Search Complete, CINAHL, and MEDLINE via EBSCOhost, PubMed, Science Direct, Scopus, and Taylor and Francis. The reference lists of key studies will be searched to identify additional appropriate studies to include. The review will be conducted using an inclusion and exclusion criteria. Iterative processes will be involved at the various stages of search strategy piloting, screening and data extraction. Articles will be reviewed through a two-step process (title and abstract, and full-text review) by at least two reviewers. Data will be described quantitatively and/or qualitatively and presented in diagrams and tables. ETHICS AND DISSEMINATION: Ethical clearance has been received, and strict protocol measures will be followed to ensure the data reported is of quality and relevant to the review purpose. The results will be disseminated through a peer-reviewed scientific journal, presentation at national and/or international conferences, and other platforms such as social media (eg, LinkedIn, Twitter), and relevant stakeholders. BMJ Publishing Group 2023-11-21 /pmc/articles/PMC10668260/ /pubmed/37989378 http://dx.doi.org/10.1136/bmjopen-2022-070596 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Public Health Nkwanyana, Akhona Mathews, Verona Zachary, Iris Bhayani, Vishwa Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title | Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title_full | Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title_fullStr | Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title_full_unstemmed | Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title_short | Skills and competencies in health data analytics for health professionals: a scoping review protocol |
title_sort | skills and competencies in health data analytics for health professionals: a scoping review protocol |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668260/ https://www.ncbi.nlm.nih.gov/pubmed/37989378 http://dx.doi.org/10.1136/bmjopen-2022-070596 |
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