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Challenges and Opportunities of Big Data in Health Care: A Systematic Review

BACKGROUND: Big data analytics offers promise in many business sectors, and health care is looking at big data to provide answers to many age-related issues, particularly dementia and chronic disease management. OBJECTIVE: The purpose of this review was to summarize the challenges faced by big data...

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Detalles Bibliográficos
Autores principales: Kruse, Clemens Scott, Goswamy, Rishi, Raval, Yesha, Marawi, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5138448/
https://www.ncbi.nlm.nih.gov/pubmed/27872036
http://dx.doi.org/10.2196/medinform.5359
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author Kruse, Clemens Scott
Goswamy, Rishi
Raval, Yesha
Marawi, Sarah
author_facet Kruse, Clemens Scott
Goswamy, Rishi
Raval, Yesha
Marawi, Sarah
author_sort Kruse, Clemens Scott
collection PubMed
description BACKGROUND: Big data analytics offers promise in many business sectors, and health care is looking at big data to provide answers to many age-related issues, particularly dementia and chronic disease management. OBJECTIVE: The purpose of this review was to summarize the challenges faced by big data analytics and the opportunities that big data opens in health care. METHODS: A total of 3 searches were performed for publications between January 1, 2010 and January 1, 2016 (PubMed/MEDLINE, CINAHL, and Google Scholar), and an assessment was made on content germane to big data in health care. From the results of the searches in research databases and Google Scholar (N=28), the authors summarized content and identified 9 and 14 themes under the categories Challenges and Opportunities, respectively. We rank-ordered and analyzed the themes based on the frequency of occurrence. RESULTS: The top challenges were issues of data structure, security, data standardization, storage and transfers, and managerial skills such as data governance. The top opportunities revealed were quality improvement, population management and health, early detection of disease, data quality, structure, and accessibility, improved decision making, and cost reduction. CONCLUSIONS: Big data analytics has the potential for positive impact and global implications; however, it must overcome some legitimate obstacles.
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spelling pubmed-51384482016-12-12 Challenges and Opportunities of Big Data in Health Care: A Systematic Review Kruse, Clemens Scott Goswamy, Rishi Raval, Yesha Marawi, Sarah JMIR Med Inform Review BACKGROUND: Big data analytics offers promise in many business sectors, and health care is looking at big data to provide answers to many age-related issues, particularly dementia and chronic disease management. OBJECTIVE: The purpose of this review was to summarize the challenges faced by big data analytics and the opportunities that big data opens in health care. METHODS: A total of 3 searches were performed for publications between January 1, 2010 and January 1, 2016 (PubMed/MEDLINE, CINAHL, and Google Scholar), and an assessment was made on content germane to big data in health care. From the results of the searches in research databases and Google Scholar (N=28), the authors summarized content and identified 9 and 14 themes under the categories Challenges and Opportunities, respectively. We rank-ordered and analyzed the themes based on the frequency of occurrence. RESULTS: The top challenges were issues of data structure, security, data standardization, storage and transfers, and managerial skills such as data governance. The top opportunities revealed were quality improvement, population management and health, early detection of disease, data quality, structure, and accessibility, improved decision making, and cost reduction. CONCLUSIONS: Big data analytics has the potential for positive impact and global implications; however, it must overcome some legitimate obstacles. JMIR Publications 2016-11-21 /pmc/articles/PMC5138448/ /pubmed/27872036 http://dx.doi.org/10.2196/medinform.5359 Text en ©Clemens Scott Kruse, Rishi Goswamy, Yesha Raval, Sarah Marawi. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 21.11.2016. https://creativecommons.org/licenses/by/2.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/ (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Review
Kruse, Clemens Scott
Goswamy, Rishi
Raval, Yesha
Marawi, Sarah
Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title_full Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title_fullStr Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title_full_unstemmed Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title_short Challenges and Opportunities of Big Data in Health Care: A Systematic Review
title_sort challenges and opportunities of big data in health care: a systematic review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5138448/
https://www.ncbi.nlm.nih.gov/pubmed/27872036
http://dx.doi.org/10.2196/medinform.5359
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