Journal of the Ergonomics Society of Korea (대한인간공학회지)

Ergonomics Society of Korea (대한인간공학회)
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A Review on the Applications of Medical Big Data and Ergonomic Implications

의료 빅 데이터의 활용과 인간공학적 의미에 대한 문헌연구

  • Park, Hee Sok (Hongik University, Department of Industrial Engineering)
  • Received : 2018.03.09
  • Accepted : 2018.04.09
  • Published : 2018.04.30
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Abstract

Objective: This study aims to identify the past and current situations through literature review on how Big Data is utilized in the medical field, and to suggest ergonomic implications and directions of big data technology in the medical field in the future. Background: As the investment on the medical treatment and medical service is expanded and the amount of medical information is increased due to introduction of electronic medical records, utilization of Big Data technology in medical field is increasing. Method: The articles from academic journals, conference proceedings, and professional publications published after year 2000 were searched using such data bases as DBPia. The literature to be studied was searched by keywords of "medical", "health", "healthcare", "big data", "medical data", and their combinations. Results: The parties using medical Big Data were classified into three ones, including the customers or patients using medical services, the medical institutions providing medical services, and the national or public institutions. In addition, we classified personal information problems, which all three parties should consider in common. Conclusion: Customers, medical institutions, national or public institutions can benefit from the use of medical Big Data in making various decisions. It is also necessary to take measures to solve the problem of leakage of personal information by using Medical Big Data. Application: It will be applied to guide the direction of research to safeguard personal information safely while valuing the Big Data that will lead the development of medical field.

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References

  1. Belle, A., Thiagarajan, R., Reza Soroushmehr, S.M., Navidi, F., Beard, D.A. and Najarian, K., Big data analytics in healthcare, BioMed Research International, 1-16, 2015.
  2. Choi, E.J., Kim, K.Y. and Moon, Y.J., System implementation of utilization of health and medical treatment big data, Proceedings of the Korean Society of Computer Information Conference, 25(2), 398-399, 2017.
  3. Choi, K.J. and Kim, B.S., Current status and problems of collection and use of data concerning health - focusing on data concerning health generated on wearable device -, Journal of the Korean Bioethics Association, 18(1), 1-13, 2017.
  4. Drury, C.G., Human factors/ergonomics implications of big data analytics: Chartered Institute of Ergonomics and Human Factors annual lecture, Ergonomics, 58(5), 659-673, 2015. https://doi.org/10.1080/00140139.2015.1025106
  5. Hansen, M.M., Miron-Shatz, T., Lau, A.Y. and Paton, C., Big data in science and healthcare: a review of recent literature and perspectives, Yearbook of Medical Informatics, 21-26, 2014.
  6. Hignett, S., Carayon, P., Buckle, P. and Catchpole, K., State of science; human factors and ergonomics in healthcare, Ergonomics, 56(10), 1491-1503, 2013. https://doi.org/10.1080/00140139.2013.822932
  7. Hong, M.J., Umh, T.W., Kim, S. and Kim, N.K., Medical costs for patients with facial paralysis: Based on health big data, The Journal of Korean Medicine, 36(3), 98-110, 2015. https://doi.org/10.13048/jkm.15023
  8. Jang, Y.K., Lee, K.M. and Cho, J.H., Healthcare big data business-my information is safe, Korean Journal of Social Welfare, 230, 47-53, 2017.
  9. Jo, Y.B., Woo, S.H. and Lee, S.H., The big data analysis and medical quality management for wellness, Journal of The Korea Society of Computer and Information, 19(12), 101-109, 2014. https://doi.org/10.9708/jksci.2014.19.12.101
  10. Ju, J.H., The improvement plans of legal framework and regulations of IoT healthcare service, Kangwon Law Review, 50, 801-837, 2017. https://doi.org/10.18215/kwlr.2017.50..801
  11. Jung, M.J. and Lee, M.H., Medical big data activation policy for health care industry development, Korea Business Review, 1658-1677, 2017.
  12. Kim, G.H., Lee, J.Y. and Oh, A.S., The convergence of medical IT and big data, KSCI Review, 21(2), 17-26, 2013.
  13. Kim, H.J., Jung, S.H., Lee, K.H. and Cho, W.S., Healthcare bigdata linkage and standardization process with privacy protection, The Journal of the Korea Contents Association, 31-32, 2017a.
  14. Kim, J.E., Lee, K.T., Jeong, C.W., Kim, K.G., Kim, T.H., Yoo, J.H., Jeon, H.Y., Jang, M.Y., Lee, Y.O., Cho, E.Y., Yoo, T.Y., Kim, D.W. and Yoon, K.H., Design of medical bigdata standard system based on metabolic syndrome, Proceedings of the Korean Society of Computer Information Conference, 263-265, 2017b.
  15. Kim, J.H., A study on the problem oriented time series EHR architecture to implement medical big data, Proceedings of Symposium of the Korean Institute of communications and Information Sciences, 96-96, 2017.
  16. Kim, K.Y., Legal liability of medical professional standards in data-based medicine, Korean Journal of Medicine and Law, 25(1), 49-69, 2017.
  17. Kim, M.J., Yoo, Y.S. and Min, B.H., Development of bigdata application system using complex event processing technology for medical institution, The Journal of Korean Institute of Information Technology, 14(2), 99-106, 2016a.
  18. Kim, S.G. and Cho, J.H., Suggestions for introducing big data of local government, Journal of Korean Association for Regional Information Society, 16(3), 13-41, 2013.
  19. Kim, S.G. and Hwang, H.J., Security requirements of personal health service, Journal of IKEEE, 19(4), 548-556, 2015. https://doi.org/10.7471/ikeee.2015.19.4.548
  20. Kim, S.G. and Jo, J.H., Suggestions for introducing big data of local government, Journal of Korean Association for Regional Information Society, 16(3), 13-41, 2013.
  21. Kim, S.S., Jung, M.Y., Lee, T.H. and Won, J.H., Implementation of medical data-based big data analytics service, Proceedings of the Korean Information Science Society Conference, 157-159, 2015.
  22. Kim, Y.H. and Heo, E.N., Real-time medical and sensor big data analysis system for iterative cohort study in private medical cloud environment, Proceedings of the Korean Information Science Society Conference, 1282-1284, 2016.
  23. Kim, Y.H., Park, J.H., Yoo, Y.B. and Heo, E.N., Towards the design of a system for clinical big data analysis for the multiple data processing methods, Proceedings of Symposium of the Korean Institute of communications and Information Sciences, 1034-1035, 2017c.
  24. Kim, Y.H., Yoo, Y.B. and Heo, E.N., Towards the design of a system for clinical big data analysis based on multiple data, Processing Methods in Hybrid Cloud, 971-973, 2016b.
  25. Kim, Y.J., Hong, S.W., Kim Y.E. and Noh, H.O., Monitoring of health and safety issues and early warning system development, The Journal of National Evidence-based Healthcare Collaborating Agency, 1-108, 2014.
  26. Lee, E.H., Kim, H.S., Lee, B.H., Choi, H.J. and Kim, J.A., Utilization of open government data for health policy, The Journal of Gyeonggi Policy Research, 1-210, 2016.
  27. Lee, H.J. and Kim, Y.H., Open platform for improvement of e-health accessibility, Journal of Digital Contents Society, 18(7), 1341-1346, 2017. https://doi.org/10.9728/DCS.2017.18.7.1341
  28. Lee, J.H., Je, M.K., Cho, M.J. and Son, H.S., Big data utilization trend in healthcare, The Journal of The Korean Institute of Communication Sciences, 32(1), 63-75, 2014.
  29. Lee, S.H., Kim, D.Y., Kim, T.Y., Park, J.Y., Ko, J.G., Park, R.W. and Yoon, D.Y., Study on building bio-signal repository for medical bigdata, Proceedings of the Korean Information Science Society Conference, 299-301, 2016.
  30. Lee, S.W. and Shin, S.Y., Design of health warning model on the basis of CRM by use of health big data, Journal of the Korea Institute of Information and Communication Engineering, 20(8), 1460-1465, 2016. https://doi.org/10.6109/jkiice.2016.20.8.1460
  31. Lee, S.Y., Characteristics and implications of chungbuk province through analysis of public data, Chungbuk Focus, 120, 1-22, 2016.
  32. Lee, S.Y., The importance of personal medical and health information protection in a changing medical environment, Korean Journal of Social Welfare, 216, 29-34, 2016.
  33. Lee, W.S. and Son, S.Y., Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents, Journal of Korean Institute of Industrial Engineers, 1153-1170, 2013.
  34. Luo, J., Wu, M., Gopukumar, D. and Zhao, Y., Big data application in biomedical research and health care: A literature review, Biomedical Information Insights, 8, 1-10, 2016.
  35. Ly, P., Kim, J.H., Jung, S.H., Lee, K.H. and Cho, W.S., An implementation of web-enabled OLAP server in korean healthcare bigdata platform, The Journal of the Korea Contents Association, 33-34, 2017.
  36. Nam, D.H., Five reasons healthcare is big data leader, A young doctor, http://www.docdocdoc.co.kr/news/articleView.html?idxno=-1042263 (retrieved May 17, 2017).
  37. Naver Home page, http://http://terms.naver.com/entry.nhn?docId=1691554&cid=42171&categoryId=42183 (retrieved February 22, 2018).
  38. Oh, B.I., Problems with big data activation policy using personal information, The Journal of Medicine and Society, 6, 21-30, 2017.
  39. Oh, S.W., Utilization of health insurance big data, Research Institute for Healthcare Policy Korean Medical Association, 12(3), 18-23, 2015.
  40. Park, M.W. and Han, S.W., Medical and diabetes big data utilization and research trends for realizing precise medicine, Industrial Engineering Magazine, 23(3), 31-37, 2016.
  41. Son, J.G., Sin, S.A. and Han, T.H., Life care trends using big data, The Journal of Korean Institute of Communications and Information Sciences, 32(11), 3-7, 2015.
  42. Song, G.T., Present and future of precision medicine systems using biomedical big data analysis, Communications of the Korean Institute of Information Scientists and Engineers, 35(5), 13-15, 2017.
  43. Walker, G. and Strathie, A., Big data and ergonomic methods: A new paradigm for tackling strategic transport safety risks, Applied Ergonomics, 53, 298-311, 2016. https://doi.org/10.1016/j.apergo.2015.09.008
  44. Ye, S.J., Yang, C.S. and Kim, C.S., Design korean medicine health information model with health 2.0 framework, The Journal of the Korea Contents Association, 13(11), 807-814, 2013. https://doi.org/10.5392/JKCA.2013.13.11.807
  45. Yoo, J.S., Brain disease research using big data technology kisti life science & medical convergence technology laboratory, Journal of the Korea Information Science Society, 35(1), 51-53, 2017.
  46. Yoon, S.J., Conflicts of personal information protection and advantage of big data, the problem and the legislative policy issues - focus on the health & medical big data -, Chung_ang Law Review, 17(1), 7-47, 2015.