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A Study on the Site Selection Process of Field Emergency Medical Facilities Based on Text Mining

텍스트마이닝 기반의 재난현장 응급의료시설 대상지선정 프로세스 연구

  • Received : 2018.04.04
  • Accepted : 2018.05.30
  • Published : 2018.06.15

Abstract

Purpose: In the case of mass disaster, the establishment of temporary medical facilities for the first aid and treatment is required for the stable accommodation of patients caused by the disaster. However, the criteria for decision making related to the deployment of field emergency medical facilities are not specified. So, The purpose of this study is to draw considerable factors needed for the deployment of field emergency medical facilities and to make proposal for site selection process of field emergency medical facilities on the basis of the factor. Methods: This study performs text mining of disaster-related laws, guidelines and documents to derive key factors affecting site selection, also proposes a decision making process and conducts virtual deployment to validate the process. Results: The key factors for the site selection derived as the size of the damage, the size of the DMAT inputs, the location of available place, and distance to the disaster base hospital. As a result of virtual deployment following proposed decision making process, It is confirmed that the site of field emergency medical facilities is changed depending on the type of disaster, even if the scope of the disaster damage was the same. Implications: The deployment of field emergency medical facilities requires a separate criteria for each type of disaster, not uniform, as a future research a quantitative approach of the criteria needs to be performed.

Keywords

References

  1. Cha, Myeongil; Kim, Gi Woon, Kim, Chu Hyun, Choa, Minhong, Choi, Dai Hai, Kim, Inbyung, Wang, Soon Joo, Yoo, In Sool, Yoon, Han Deok, Lee, Kang Hyun, Cho, Suck Ju, Heo, Tag, Hong, Eun Seog, 2017, "A Study on the Disaster Medical Response during the Mauna Ocean Resort Gymnasium Collapse.", Journal of The Korean Society of Emergency Medicine, 28(1), The Korean Society of Emergency Medicine.
  2. Choi, Sumin; Lee, Juyoung, 2016, "A Study on National Disaster Safety R&D - Focusing on the Disaster Types and Management Phases", J. Korean Soc. Hzard Mitig. 16(3), pp.87-94. https://doi.org/10.9798/KOSHAM.2016.16.3.87
  3. Choi, Jungwon; Han, Hosun, Lee, Miyoung, Ahn, Junmo, 2015, "The Prediction of Corporate Bankruptcy Using Text-mining Methodology", Productivity review, 29(1), Korea Productivity Association.
  4. Chiu, Jing Er; Tsai, Hang Hao, 2013, "Applying Analytic Hierarchy Process to select optimal expansion of hospital location: The Case of a Regional Teaching Hospital in Yunlin", Service Systems and Service Management, 10th International Conference.
  5. Farahani, Reza Zanjirani; Steadie Seifi, Maryam, Asgari, Nasrin, 2010, "Multiple criteria facility location problems: A survey. Applied Mathematical Modelling", 34(7), pp.1689-1709. https://doi.org/10.1016/j.apm.2009.10.005
  6. Kang, Seongkyung; Yu Hwan, Lee Youngjai, 2016, "Analyzing Disaster Response Terminologies by Text Mining and Social Network Analysis", Information Systems Review, 18(1), The Korea Society of Management Information Systems, pp.141-155. https://doi.org/10.14329/isr.2016.18.1.141
  7. Kil, HyeMin; Park, HyeokSeo, Kim, KwangSeok, 2015, "Analysis of Care Hospital Location Factors by using Fuzzy Sets and AHP Focusing on the Seoul Metropolitan Area", Residential Environment, 13(2), Residential Environment Institute of Korea.
  8. Lee, KwangSoo; Lee, JungSoo, 2009, "Spatial Analysis Modeling for the Development of Evaluating Model for Hospital Location", Journal of The Korea Contents Association, 9(10), Korean Content Association.
  9. National Emergency Medical Center, 2016, "Research report of the National Emergency Medical Center, Introduction of Domestic mobil hospitals and effective investigation plan research report."
  10. Sharmin, Nusrat; Neema, M.N., 2013, "A GIS-based Multi-criteria Analysis to Site Appropriate Locations of Hospitals in Dhaka City", Asian Transactions on Engineering, 3(4), pp.8-12.
  11. Soltani, Ali; Marandi, Ebrahim Zargari, 2011, "Hospital site selection using two-stage fuzzy multi-criteria decision making process", Journal of Urban and Environmental Engineering, 5(1), pp.32-43. https://doi.org/10.4090/juee.2011.v5n1.032043
  12. Turban, Efraim, 2010, "Decision Support and Business Intelligence Systems", 9th Edition, Pearson Education, pp.302-308
  13. Woo, JaeHyug; Lee, Gun, Cho, Jin Seong, Yang, Hyuk Jun, Lim, Yong Su, Kim, Jin Joo, Park, Won Bin, Jang, Jee Yong, Jang, Jae Ho, Hyun, Sung Youl, Cha, Myeong Il, 2015, "Disaster Medical Responses to the Disaster Scene of Long-distance on Highway-Field Triage and Disaster Communication by Social Media for 106-vehicle Chain Collision in Yeong-Jong Grand Bridge", J Korean Soc Emerg Med, 26(5), pp.449-457.
  14. Yoo, Jisoo, 2010, "A study on the Hospitals Location and the Consumer's Choice on the Medical Service in Daegu-Gyeongbuk Province", GRI Review, 12(1), Gyeonggi Research Institute.
  15. Yoon, Yousang; Lee, Young, Suh, Sangwook, 2017, "A Virtual Study on the EMERGENCY MEDICAL Facility in Disaster Site", International journal of crisis & safety, 2(4), J-INSTITUTE