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Big Data Analysis Framework for Healthcare and Social Sectors in Korea

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Objectives: We reviewed applications of big data analysis of healthcare and social services in developed countries, and subsequentlydevised a framework for such an analysis in Korea. Methods: We reviewed the status of implementing big dataanalysis of health care and social services in developed countries, and strategies used by the Ministry of Health and Welfareof Korea (Government 3.0). We formulated a conceptual framework of big data in the healthcare and social service sectors atthe 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 potentialof big data, and using it as a tool to solve their long-standing problems. Big data strategies for the healthcare and socialservice sectors were formulated based on an ICT-based policy of current government and the strategic goals of the Ministryof Health and Welfare. We suggest a framework of big data analysis in the healthcare and welfare service sectors separatelyand assigned them tentative names: ‘health risk analysis center’ and ‘integrated social welfare service network’. A frameworkof 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 onthese issues must be conducted so that sophisticated and practical solutions can be reached.

Abstract

Objectives: We reviewed applications of big data analysis of healthcare and social services in developed countries, and subsequentlydevised a framework for such an analysis in Korea. Methods: We reviewed the status of implementing big dataanalysis of health care and social services in developed countries, and strategies used by the Ministry of Health and Welfareof Korea (Government 3.0). We formulated a conceptual framework of big data in the healthcare and social service sectors atthe 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 potentialof big data, and using it as a tool to solve their long-standing problems. Big data strategies for the healthcare and socialservice sectors were formulated based on an ICT-based policy of current government and the strategic goals of the Ministryof Health and Welfare. We suggest a framework of big data analysis in the healthcare and welfare service sectors separatelyand assigned them tentative names: ‘health risk analysis center’ and ‘integrated social welfare service network’. A frameworkof 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 onthese issues must be conducted so that sophisticated and practical solutions can be reached.

참고문헌 (16)

  1. Chen H, "Business intelligence and analytics : from big data to big impact", MIS Q, 36(4), pp.1165~1188 (2012)
  2. Song TM., "Efficient utilization of big data on health and welfare", Health Welf Policy Forum, (193), pp.68~76 (2012)
  3. "Big data generation and new business opportunities"[URL]
  4. [URL]
  5. "The Horizon Scanning Programme Team" (2014)[URL]
  6. "Risk Assessment and Horizon Scanning (RAHS)" (2014)[URL]
  7. "National Information Strategy Committee of Korea. Implementation of smart government using big data" (2012)[URL]
  8. "Exploring data-driven innovation as a new source of growth: mapping the policy issues raised by ‘big data’" (2013)[URL]
  9. Song YJ, "Data based on national future strategy and implications of the developed countries", IT Future Strategy, (2), pp.1~18 (2013)
  10. "Data, data everywhere" (2010)[URL]
  11. "Gartner’s 2012 hype cycle for emerging technologies identifies “tipping point” technologies that will unlock long-awaited technology scenarios" (2012)[URL]
  12. Manyika J, "Big data: the next frontier for innovation, competition, and productivity" (2011), McKinsey Global Institute
  13. Sabine Koch, "Achieving Holistic Health for the Individual through Person-Centered Collaborative Care Supported by Informatics", Healthcare Informatics Research, 19(1), pp.3~8 (2013), 대한의료정보학회[DOI]
  14. Song YJ, "Big data world! Evolution of SNS and the public policy", IT Future Strategy, (13), pp.1~26 (2012)
  15. Go SJ, "Health risk prediction using big health data", Health Welf Policy Forum, (193), pp.43~52 (2012)
  16. "Open data portal" (2014)[URL]

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