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Comparative Evaluation of Bus Rapid Transit Routes Using Super Efficiency Data Envelopment Analysis
Periodical evaluation of the transit system and its subunits is becoming paramount for improving its performance. This article evaluates the performance of 12 routes of the bus rapid transit system operating in Ahmedabad, India. The performance indices considered in the study were divided into five major types of efficiency, viz. route design, scheduled design, cost, service delivery, and comfort and safety efficiency. Super efficiency data envelopment analysis was used to estimate efficiency scores for each type. Further, composite efficiency of routes was estimated based on analytical hierarchy process technique.
Keywords
Analytical Hierarchy Process, Bus Rapid Transit, Data Envelopment Analysis, Route Performance.
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- TCRP Report 165 – Transit capacity and quality of service manual, Prepared for Transit Cooperative Research Program, Transportation Research Board, National Research Council, Washington DC, Kittelson Associates, Inc, 2013.
- Tongzon, J., Efficiency measurement of selected Australian and other international ports using data envelopment analysis. Transp. Res. Part A, 2001, 37, 107–122.
- Husain, N., Abdullah, M. and Kuman, S., Evaluating public sector efficiency with data envelopment analysis (DEA): a case study in road transport department, Selangor, Malyasia. Total Qual. Manage., 2000, 11(4/5), S830–S836.
- Chu, X., Fielding, G. J. and Lamar, B., Measuring transit performance using data envelopment analysis. Transp. Res. Part A, 1992, 26(3), 223–230.
- Tone, K. and Sawada, T., An efficiency analysis of public versus private bus transportation enterprises. In Twelfth IFORS International Conference on Operational Research, Athens, Greece, 1991, pp. 357–365.
- Obeng, K., The economic cost of subsidy-induced technical inefficiency. Int. J. Transp. Econ., 1994, 21, 3–20.
- Nolan, J. F., Determinants of productive efficiency in urban transit. Logistics Transp. Rev., 1996, 32(3), 319–342.
- Carotenuto, P., Mancuso, P. and Tagliente, L., Public transportation agencies performance: an evaluation approach based on data envelopment analysis. In NECTAR Conference No. 6, European Strategies in the Globalizing Markets: Transport Innovations, Competitiveness and Sustainability in the Information Age, Espoo, Finland, 16–18 May 2001.
- Boile, M. P., Estimating technical and scale inefficiencies of public transit systems. J. Transp. Eng. ASCE, 2001, 127(3), 187–194.
- De Borger, B., Kerstens, K. and Costa, A., Public transit performance. What does one learn from frontier studies. Transp. Rev., 2002, 22(1), 1–38.
- Kerstens, K., Technical efficiency measurement and explanation of French urban transit companies. Transp. Res. Part A, 1996, 30(6), 431–452.
- Oh, M. Y., Kim, S. S. and Kim, M. J., Analyzing efficiency in the Seoul’s urban bus industry using data envelopment analysis. J. Transp. Res. Soc. Korea, 2002, 20(2), 59–68.
- Oh, M. Y. and Kim, S. S., Productivity changes by public transport reforms in the Seoul’s urban bus industry. J. Transp. Res. Soc. Korea, 2005, 23(7), 53–61.
- Karlaftis, M., Investigating transit production performance: a programming approach. Transp. Res. Part A, 2003, 37, 225–240.
- Karlaftis, M., A DEA approach for evaluating the efficiency and effectiveness of urban transit systems. Eur. J. Oper. Res., 2004, 152, 354–364.
- Tsamboulas, D. A., Assessing performance under regulatory evolution: a European transit system perspective. J. Urban Plan. Develop., 2006, 132(4), 226–234.
- Mansha, S. and Parida, M., Comparative appraisal of metro stations in Delhi using data envelopment analysis in a multimodal context. J. Publ. Transp., 2015; doi:http://dx.doi.org/10.5038/2375-0901.18.3.3.
- Seth, C., Konstantinos, T. and Dusan, T., Performance evaluation of bus routes: a provider of passenger perspective. Transp. Res. Part E, 2007, 43, 453–478.
- Lao, Y. and Liu, L., Performance evaluation of bus lines with data envelopment analysis and geographic information systems. Comput. Environ. Urban Syst., 2009, 33, 247–255.
- Hahn, S. J., Kim, H. and Kho, Y. S., A DEA approach for evaluating the efficiency of exclusive bus routes. J. East. Asian Soc. Transp. Stud., 2009, 7, 1–223.
- Tandon, S., Performance measurement of bus routes using data envelopment analysis. Thesis, Master of Urban Planning and Policy, College of Urban Planning and Public Affairs, University of Illinois at Chicago, Chicago, IL, USA, 2006.
- Barnum, T. D., Comparing the performance of urban transit bus routes after adjusting for the environment, using data envelopment analysis. A Great Cities Institute Working Paper, UIC Great City Institute, College of Urban Planning and Public Affairs, University of Illinois at Chicago, 2008.
- Hagashimoto, Y., Takada, H. and Kishi, K., Evaluation of bus route efficiency by network DEA including social priority. J. East. Asian Soc. Transp. Stud., 2013, 10, 1323–1333.
- Sun, D., Chen, S., Zhang, C. and Shen, S., A bus route evaluation model based on GIS and super-efficient data envelopment analysis. Transp. Plan. Technol., 2016, 39(4), 407–423; doi:10.1080/03081060.2016.1160582.
- Andersen, P. and Petersen, N. C., A procedure for ranking efficient units in data envelopment analysis. Manage. Sci., 1993, 39(10), 1261–1294.
- Chowdhari, M. and Joshi, R., Relation between urban Form and BRTS transit use. Paper presented in the Urban Mobility India Conference, 2016.
- Vuchic, V., Urban Transit: Operations, Planning and Economics, John Wiley & Sons, 2005.
- TCRP Report 165 – Transit capacity and quality of service manual. Prepared for Transit Cooperative Research Program, Transportation Research Board, National Research Council, Washington DC, USA, Kittelson Associates, Inc, 2003.
- DEA Solver LV8, Developed by Springer: Retrieved from extras. springer.com/2007/978-0-387...4/DEA-SOLVER-LV8(2014-12-05).xlsm; on 15 November 2015.
- Godavarthi, G. R., Chalumuri, R. S. and Velmurugun, S., Measuring the performance of bus rapid-transit transit ways based on volume by capacity ratio. J. Transp. Eng., ASCE, 2014, 140.
- TCRP Synthesis Report 63. A synthesis of transit practice of onboard and intercept surveys technique. Schaller Consulting, Brooklyn, New York, USA, 2005.
- Saaty, T. L., Decision making with the analytical hierarchy process. Int. J. Serv. Sci., 2008, 1(1), 83–98.
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