한국도로학회논문집 (International Journal of Highway Engineering)

  • 제20권2호
  • /
  • Pages.109-118
  • /
  • 2018
  • /
  • 1738-7159(pISSN)
  • /
  • 2287-3678(eISSN)
한국도로학회 (Korean Society of Road Engineers)
권호 표지
DOI QR코드

DOI QR Code

DEA를 이용한 동절기 도로제설자재 운영 효율성 평가

Evaluation of Efficiency of Snow Removal Operation Resources using Data Envelopment Analysis

  • 김진국 (한국건설기술연구원 인프라안전연구본부) ;
  • 양충헌 (한국건설기술연구원 인프라안전연구본부, 과학기술연합대학교대학원 도시 및 교통시스템공학과) ;
  • 박근형 (한국건설기술연구원 인프라안전연구본부)
  • 투고 : 2018.01.08
  • 심사 : 2018.03.13
  • 발행 : 2018.04.16
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

PURPOSES : This study evaluates the efficiency of snow removal operation resources using data envelopment analysis (DEA). The results of this study can help decision-making strategies, especially for resource allocation for snow removal works on national highways. METHODS : First, regional road management offices (DMUs) for efficiency evaluation were set up, and a database (for years 2012-2016) for analysis was formed. Second, DEA was carried out by selecting input and output variables based on the constructed database. Lastly, based on the results of the DEA, the efficiency of each regional road management office was evaluated. In addition, the potential for future improvement was determined. RESULTS : The results showed that there was a large variation in efficiency of snow removal operation resources by regional offices. CONCLUSIONS : The results of this study imply that the evaluation of efficiency for snow removal operation resources is important when decisions related to snow-removal strategies are made by road management offices.

키워드

참고문헌

  1. Banker, R. D., Charnes, A., and Cooper, W. W. (1984). "Some models for estimating technical and scale inefficiencies in Data Envelopment Analysis."Management Science, Vol.30, No.9, pp.1078-1092. https://doi.org/10.1287/mnsc.30.9.1078
  2. Barnum, D. T., McNeil, S., and Hart, J. (2007). "Comparing the Efficiency of Public Transportation Subunits Using Data Envelopment Analysis."Journal of Public Transportation, Vol.10, No.2.
  3. Barros, C. P. and Alves, C. A. (2003). "Hypermarket retail store efficiency in Portugal."International Journal of Retail and Distribution Management, Vol.31, No.11, pp.549-560. https://doi.org/10.1108/09590550310503285
  4. Boussofiane, A., Dyson, R. C., and Thanassoulis, E. (1991). "Applied Data Envelopment Analysis."European Journal of Operational Research, Vol.32, pp.1-15.
  5. Charnes, A., Cooper, W. W., and Rhodes, E. (1978). "Measuring the efficiency of decision making units."European Journal of Operational Research, Vol.2, No.6, pp.429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  6. Farrell, M. J. (1957). "The Measurement of Productivity Efficiency." Journal of the Royal Statistical Society, Series A(General), Vol.120, No.3, pp.253-290. https://doi.org/10.2307/2343100
  7. Georgiadis, G., Politis, I., and Papaioannou, P. (2014). "Measuring and improving the efficiency and effectiveness of bus public transport systems."Research in Transportation Economics, Vol.48, pp.84-91. https://doi.org/10.1016/j.retrec.2014.09.035
  8. Go, D. K., Woo, S. H., and Kang, H. W. (2014), "A Study on the Business Performance of Shipping and Logistics Companies using Data Environment Analysis."Journal of Korea Port Economic Association, Vol.30, No.02, pp.93-112 (in Korean).
  9. Hong, S. J., Oh, J. H., and Ha, H. G. (2003). "Determining Priority of Transport Policies with a Focus on Data Envelopment Analysis with Ranked Voting Data."Journal of Korean Society of Transportation, Vol.21, No.5, pp.49-58 (in Korean).
  10. Jang, C. Y., Sung, D. K., and Choi, I. K. (2007). "Evaluation of Efficiency for Post-DEA-based Local Medical Center Organization.", Korean Association of Governmental Studies, Vol.19, No.4, pp.1119-1146 (in Korean).
  11. Jo, Y. S. (2005). "A Study on Measuring the efficiency of Management Service in Industrial Complex by Using DEA."The Korea Spatial Planning Review, vol.46, pp. 41-56 (in Korean).
  12. Kim, D. H., Jang, T. Y., and Song, J. R. (2013). "Relative Efficiency of Taxi Services by Data Envelopment Analysis among Cities and Counties in Gyeonggi Province."Journal of the Korean Society of Civil Engineers, Vol.33, No.4, pp. 1571-1580 (in Korean). https://doi.org/10.12652/Ksce.2013.33.4.1571
  13. Kim, M. J., and Kim, S. S. (2003). "Analyzing the efficiency of Korean Rail Transit Properties using Data Envelopment Analysis."Journal of Korean Society of Transportation, Vol.21, No.4, pp.113-132 (in Korean).
  14. Kim, J. G., and Yang, C. H. (2017). "Evaluation of Reasonableness for the Recommended Spraying Amount Equation of De-icing Chemicals."International Journal of Highway Engineering, Vol.19, No.4, pp.9-18 (in Korean). https://doi.org/10.7855/IJHE.2017.19.4.009
  15. Kim, S. H., Jung, H. Y., and Lee, W. G. (2014). "Transport Efficiency Analysis of the Lines of Urban Railway using Data Envelopment Analysis."Journal of the Korean Society of Civil Engineers, Vol.34, No.2, pp.605-616 (in Korean). https://doi.org/10.12652/Ksce.2014.34.2.0605
  16. Korea Road Management Division, Ministry of Land, Infrastructure and Transport (MOLIT) (2016), Guide for Snow and Ice Control in Korea (in Korean).
  17. Korea Road Management Division, Ministry of Land, Infrastructure and Transport (MOLIT) (2012-2016). Road Snow-removal Management System Database (in Korean).
  18. Lee, J. D., and Oh, D. H. (2012). Theory of efficiency analysis, Jiphil Media (in Korean).
  19. Lee, S. C., Sung, D. K., Jang, C. Y., Heo, M. Y., and Ha, S. G. (2006). "Identification of paradox of local government shadow organization."Korean Association of Governmental Studies, Vol.40, No.3, pp.77-104 (in Korean).
  20. Seo, K. S., and Ahn, H. M. (2016). "Urban railway train operation efficiency studies using DEA."The Korean Society for Railway Conference 2016 (in Korean).
  21. Sun, L., Rong, J., and Yao, L. (2010). "Measuring transfer efficiency of urban public transportation terminals by data envelopment analysis." Journal of urban planning and development, Vol.136, No.4, pp.314-319. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000028