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Improving Crisis & Emergency Management Capability of Government by Using Big Data Technology - China’s Response to the COVID-19 -

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The purpose of this study is to review the way how to use big data to improve the government’s crisis & emergency management capability to respond to public health crises and to suggest the future directions for improving the scientific application of big data analysis. This study classifies the specific manifestations of big data during the COVID-19 epidemic, and analyzes the advantages of using big data. Using big data to improve the government’s crisis management capabilities is mainly reflected in the following aspects: advancement of precision in response to the epidemic; promotion of the government’s internal and external cooperation; enhancement of the ability to respond to internet public opinion; promotion of the transformation of public decision-making from traditional experience to intelligent and scientific. In order to better integrate big data with public crisis governance, this study is concluded with a discussion of suggestions: improvement of big data application capabilities; enhancement of big data governance; people-oriented and paying attention to internet public opinion; innovation of public decision-making methods for big data governance.

Abstract

The purpose of this study is to review the way how to use big data to improve the government’s crisis & emergency management capability to respond to public health crises and to suggest the future directions for improving the scientific application of big data analysis. This study classifies the specific manifestations of big data during the COVID-19 epidemic, and analyzes the advantages of using big data. Using big data to improve the government’s crisis management capabilities is mainly reflected in the following aspects: advancement of precision in response to the epidemic; promotion of the government’s internal and external cooperation; enhancement of the ability to respond to internet public opinion; promotion of the transformation of public decision-making from traditional experience to intelligent and scientific. In order to better integrate big data with public crisis governance, this study is concluded with a discussion of suggestions: improvement of big data application capabilities; enhancement of big data governance; people-oriented and paying attention to internet public opinion; innovation of public decision-making methods for big data governance.

참고문헌 (58)

  1. Bi, Jing, "On the Early Warning of Public Opinion in the Era of High-tech Communication", Journalist, 4, pp.29~31 (2006)
  2. Bragazzi, Nicola L., "How Big Data and Artificial Intelligence Can Help Better Manage the COVID-19 Pandemic", Int. J. Environ. Res. Public Health, 17(9), pp.3176~ (2020)
  3. "Baidu" (2020)[URL]
  4. "CDC" (2020)[URL]
  5. Chen, Min, "Big Data : A Survey", Mobile Networks and Applications, 19, pp.171~209 (2014)
  6. Chen, Tan, "National Governance in the Era of Big Data" (2015), China Social Sciences Press
  7. 최선규, "정부의 코로나19 대응과정에 대한 고찰 - 정보프로세스를 중심으로 -", Crisisonomy, 17(2), pp.29~51 (2021), (사)위기관리이론과실천
  8. 정영철, "사회안전을 위한 빅데이터 활용의 재난대응 정책", 한국정보통신학회논문지, 20(4), pp.683~690 (2016), 한국정보통신학회[DOI]
  9. "Css" (2020)[URL]
  10. Devakunchari, R., "Analysis on Big Data over the Years", Int. J. Sci. Res. Publ, 4, pp.383~389 (2014)
  11. Emmanouil, Dontas, "Big Data Analytics in Prevention, Preparedness, Response and Recovery in Crisis and Disaster Management", Recent Advances in Computer Science, pp.476~482 (2015)
  12. "Gov.cn" (2020)[URL]
  13. "Gov.cn" (2021)[URL]
  14. Guo, Jianjin, "Research on National Governance Capacity Building in the Context of Big Data", Chinese Administration, 6, pp.73~76 (2015)
  15. Gantz, John, "Extracting Value from Chaos", IDC iView, pp.1~12 (2011)
  16. Haleem, Abid, "Significant Applications of Big Data in COVID‑19 Pandemic", Indian Journal of Orthopaedics, 54, pp.526~528 (2020)
  17. He, Huaihong, "What Do People Think and What Do People Do : The Future Challenges of Artificial Intelligence", Exploration and Contention, 10, pp.28~40 (2017)
  18. Heath, Robert, "Dealing with the Complete Crisis : The Crisis Management Shell Structure", Safety Science, 30(1-2), pp.139~150 (1998)[DOI]
  19. 정성은, "코어시스템을 통한 국가위기관리시스템 개선방안 - 코로나19 사태를 중심으로 -", Crisisonomy, 16(7), pp.23~49 (2020), (사)위기관리이론과실천[DOI]
  20. Kaisler, Stephen, "Big Data : Issues and Challenges Moving forward", The 46th Hawaii International Conference on System Sciences, pp.995~1004 (2013)
  21. Kent, Michael L., "The Relationship between Web Site Design and Organizational Responsiveness to Stakeholders", Public Relations Review, 29(1), pp.63~77 (2003)
  22. 김선욱, "A Study on the Legal Improvement for the Crisis Management of New-Infectious Diseases: Focused on the revision of the Act on the Prevention and Management of Infectious Diseases", Journal of Safety and Crisis Management, 10(1), pp.35~44 (2020), (사)위기관리이론과실천[DOI]
  23. 김영미, "빅데이터를 활용한 지방정부 재난안전 거버넌스 -서울시를 중심으로-", 디지털융복합연구, 15(1), pp.61~67 (2017), 한국디지털정책학회[DOI]
  24. 권설아, "Future Directions of Research on Crisis Management Using Big Data", Crisisonomy, 12(10), pp.133~148 (2016), (사)위기관리이론과실천
  25. Laney, D., "3D Data Management : Controlling Data Volume, Velocity and Variety", META Group Research Note, 6(70), pp.1~3 (2001)
  26. Larsson, Aron, "Decision Evaluation of Response Strategies in Emergency Management Using Imprecise Assessments", Journal of Homeland Security and Emergency Management, 7(I), pp.1~23 (2010)[DOI]
  27. 이동규, "빅데이터 기반의 재난관리 시스템 운용 방향에 대한 예비적 고찰 - 미국, 영국, 한국의 사례 비교를 중심으로 -", Crisisonomy, 12(1), pp.17~32 (2016), (사)위기관리이론과실천
  28. 이동규, "재난관리 예측적 거버넌스 시스템 구축을 위한 시론적 검토 - 미래예측적 이상신호 감지를 위한 협력적 재난관리 의사결정 시스템 제언을 중심으로 -", Crisisonomy, 12(2), pp.35~52 (2016), (사)위기관리이론과실천
  29. 이은미, "Why Does a Smart City Need Feedback? - Analyzing Big Data on Citizen Opinion -", Crisisonomy, 17(1), pp.141~153 (2021), (사)위기관리이론과실천
  30. Lee, Jae Eun, "A Study on the Public’s Crisis Management Efficacy and Anxiety in a Pandemic Situation : Focusing on the COVID-19 Pandemic in South Korea", Sustainability, 13(8393), pp.1~17 (2021)
  31. 이재은, "The 4 th Industrial Revolution Era and Emergency Preparedness Policy: Artificial Intelligence, Big Data Analysis, Cloud Computing, Drone Use", Journal of Safety and Crisis Management, 9(2), pp.31~42 (2019), (사)위기관리이론과실천
  32. Lee, Jae Eun, "Crisisonomy" (2018), Daeyoungmunhwasa
  33. Li, Chuanjun, "Using Big Data Technology to Improve Public Crisis Response Capacity-taking the Fight against the New Crown Pneumonia Epidemic as an Example", Frontline, 3, pp.21~24 (2020)
  34. Liu, Ying, "The Reform and Optimization Path of Public Crisis Governance in the Era of Big Data : Taking China’s Fight against the New Crown Pneumonia Epidemic as an Example", Journal of Linyi University, 43(2), pp.109~115 (2021)
  35. Luo, Hang, "Improving Data Governance Capabilities in Major Public Health Emergencies : Taking the Prevention and Control of COVID-19 as an Example", Journal of Xihua University(Philosophy and Social Sciences Edition), 39(3), pp.45~54 (2020)
  36. Meng, Tianguang, "Intelligent Social Governance Driven by Big Data : Theoretical Construction and Governance System", E-government, 8, pp.2~11 (2018)
  37. Meng, Tianguang, "Big Data Driven and Improvement of Government Governance Capability : Theoretical Framework and Model Innovation", Journal of Beijing University of Aeronautics and Astronautics(Social Science Edition), 31(1), pp.18~25 (2018)
  38. Peng, Zhihui, "Analysis of"Big Data View"", Information Theory and Practice, 43(1), pp.6~11 (2020)
  39. Qadir, Junaid, "Crisis Analytics : Big Data-driven Crisis Response", Journal of International Humanitarian Action, 1(1), pp.1~21 (2016)
  40. 임상규, "국가재난관리의 새로운 핵심, 재난관리역량 개념의 탐색적 연구", Crisisonomy, 13(12), pp.115~126 (2017), (사)위기관리이론과실천[DOI]
  41. "Sinanews" (2020)[URL]
  42. "Sohunews" (2020)[URL]
  43. "Statista" (2021)[URL]
  44. Tang, Jun, "Building a Fully Integrated Government Public Crisis Information Management System", Information Construction, 10, pp.12~15 (2004)
  45. Townsend, Keeley, "Intelligence-led Mitigation", Journal of Homeland Security and Emergency Management, 7(1), pp.1~17 (2010)
  46. Tsai, Chun-Wei, "Big Data Analytics : a Survey", Journal of Big Data, 2(1), pp.1~32 (2015)
  47. VanDevanter, Nancy, "Emergency Response and Public Health in Hurricane Katrina", Journal of Public Health Management and Practice, 16(6), pp.16~25 (2010)
  48. Wang, Qun, "Research on the Prevention and Control of New Coronavirus Pneumonia and the Improvement of National Governance Efficiency", Health Economics Research, 3, pp.17~19 (2020)
  49. Wang, Xiangmin, "National Governance Transformation in the Era of Big Data", Exploration and Debate, 10, pp.59~62 (2014)
  50. Wu, Wenqi, "Make Full Use of Big Data Technology to Improve the Governance Capabilities of Grassroots Governments", People’s Forum, 35, pp.64~65 (2019)
  51. Wu Min, "Looking at the Application of Big Data in Government Crisis Management through the COVID-19 Epidemic", Medicine and Law, 12(2), pp.25~28 (2020)
  52. Xu, Jihua, "Smart Government : The Advent of the Era of Big Data Governance" (2014), CITIC Press
  53. Yang, Changyong, "An Analysis of Government Governance Innovation in the Era of Big Data", Journal of Shanghai Administration Institute, 1, pp.33~43 (2020)
  54. ZHAI LINPEI, "Government's Response to Internet Public Opinion in Sudden Public Health Crisis in China: COVID-19 Pandemic", Journal of Safety and Crisis Management, 11(1), pp.1~13 (2021), (사)위기관리이론과실천[DOI]
  55. Zhang, Chengfu, "Public Crisis Management : A Fully Integrated Model and China’s Strategic Choice", Chinese Administration, 7, pp.6~11 (2003)
  56. Zhang, Chunyan, "Public Security Governance in the Era of Big Data", Journal of the National School of Administration, 5, pp.100~104 (2014)
  57. Zhang, Weiping, "A Sociological Analysis of the Crisis Information Communication Mechanism of Public Emergencies", Journal of Radio and Television University(Philosophy and Social Sciences Edition), 4, pp.103~106 (2006)
  58. Zhou, Fangjian, "Research on Inter-departmental Collaborative Governance of Urban Public Crisis in the Big Data Era", Ph. D, pp.2018

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