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Big Data Analysis Framework for Healthcare and Social Sectors in Korea
OBJECTIVES: We reviewed applications of big data analysis of healthcare and social services in developed countries, and subsequently devised a framework for such an analysis in Korea. METHODS: We reviewed the status of implementing big data analysis of health care and social services in developed co...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Society of Medical Informatics
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4330196/ https://www.ncbi.nlm.nih.gov/pubmed/25705552 http://dx.doi.org/10.4258/hir.2015.21.1.3 |
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author | Song, Tae-Min Ryu, Seewon |
author_facet | Song, Tae-Min Ryu, Seewon |
author_sort | Song, Tae-Min |
collection | PubMed |
description | OBJECTIVES: We reviewed applications of big data analysis of healthcare and social services in developed countries, and subsequently devised a framework for such an analysis in Korea. METHODS: We reviewed the status of implementing big data analysis of health care and social services in developed countries, and strategies used by the Ministry of Health and Welfare of Korea (Government 3.0). We formulated a conceptual framework of big data in the healthcare and social service sectors at the national level. As a specific case, we designed a process and method of social big data analysis on suicide buzz. RESULTS: Developed countries (e.g., the United States, the UK, Singapore, Australia, and even OECD and EU) are emphasizing the potential of big data, and using it as a tool to solve their long-standing problems. Big data strategies for the healthcare and social service sectors were formulated based on an ICT-based policy of current government and the strategic goals of the Ministry of Health and Welfare. We suggest a framework of big data analysis in the healthcare and welfare service sectors separately and assigned them tentative names: 'health risk analysis center' and 'integrated social welfare service network'. A framework of social big data analysis is presented by applying it to the prevention and proactive detection of suicide in Korea. CONCLUSIONS: There are some concerns with the utilization of big data in the healthcare and social welfare sectors. Thus, research on these issues must be conducted so that sophisticated and practical solutions can be reached. |
format | Online Article Text |
id | pubmed-4330196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Korean Society of Medical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-43301962015-02-22 Big Data Analysis Framework for Healthcare and Social Sectors in Korea Song, Tae-Min Ryu, Seewon Healthc Inform Res Review Article OBJECTIVES: We reviewed applications of big data analysis of healthcare and social services in developed countries, and subsequently devised a framework for such an analysis in Korea. METHODS: We reviewed the status of implementing big data analysis of health care and social services in developed countries, and strategies used by the Ministry of Health and Welfare of Korea (Government 3.0). We formulated a conceptual framework of big data in the healthcare and social service sectors at the national level. As a specific case, we designed a process and method of social big data analysis on suicide buzz. RESULTS: Developed countries (e.g., the United States, the UK, Singapore, Australia, and even OECD and EU) are emphasizing the potential of big data, and using it as a tool to solve their long-standing problems. Big data strategies for the healthcare and social service sectors were formulated based on an ICT-based policy of current government and the strategic goals of the Ministry of Health and Welfare. We suggest a framework of big data analysis in the healthcare and welfare service sectors separately and assigned them tentative names: 'health risk analysis center' and 'integrated social welfare service network'. A framework of social big data analysis is presented by applying it to the prevention and proactive detection of suicide in Korea. CONCLUSIONS: There are some concerns with the utilization of big data in the healthcare and social welfare sectors. Thus, research on these issues must be conducted so that sophisticated and practical solutions can be reached. Korean Society of Medical Informatics 2015-01 2015-01-31 /pmc/articles/PMC4330196/ /pubmed/25705552 http://dx.doi.org/10.4258/hir.2015.21.1.3 Text en © 2015 The Korean Society of Medical Informatics http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review Article Song, Tae-Min Ryu, Seewon Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title | Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title_full | Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title_fullStr | Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title_full_unstemmed | Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title_short | Big Data Analysis Framework for Healthcare and Social Sectors in Korea |
title_sort | big data analysis framework for healthcare and social sectors in korea |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4330196/ https://www.ncbi.nlm.nih.gov/pubmed/25705552 http://dx.doi.org/10.4258/hir.2015.21.1.3 |
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