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Measuring technical efficiency of passenger bus companies in India: a non-radial data envelopment analysis approach

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  • Anand Venkatesh

    (Insitute of Rural Management)

  • Shivam Kushwaha

    (Indian Institute of Technology)

Abstract

State transport undertakings (STUs) are bus companies in India are instrumental for transporting large numbers of people. They operate under stringent government regulations. Despite operating under relatively similar external environments, they have shown marked differences in their physical and financial performance. Hence it is imperative to have a holistic perspective of their productivity and efficiency. This is accomplished by the use of the non-parametric efficiency measuring technique known as data envelopment analysis (DEA). In order to minimize the effect of slacks on the efficiency measure, a non-radial input oriented variant of DEA is used. Efficiency scores have been computed for each of the twelve years, 2002–2013. It is observed that technical efficiency has fallen for STUs, on an average, during the study period. A key issue of concern is the fall in labour efficiency during the study period. Also “larger” STUs, in terms of fleet strength, are doing better than smaller STUs.

Suggested Citation

  • Anand Venkatesh & Shivam Kushwaha, 2017. "Measuring technical efficiency of passenger bus companies in India: a non-radial data envelopment analysis approach," OPSEARCH, Springer;Operational Research Society of India, vol. 54(4), pages 706-723, December.
    • Handle: RePEc:spr:opsear:v:54:y:2017:i:4:d:10.1007_s12597-017-0303-z
    DOI: 10.1007/s12597-017-0303-z
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    References listed on IDEAS

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    1. Ray,Subhash C., 2012. "Data Envelopment Analysis," Cambridge Books, Cambridge University Press, number 9781107405264, January.
    2. K. A. Boame & K. Obeng, 2004. "Sources of productivity change: a Malmquist total factor productivity approach," Transport Reviews, Taylor & Francis Journals, vol. 25(1), pages 103-116, March.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Kumbhakar, Subal C & Bhattacharyya, Arunava, 1996. "Productivity Growth in Passenger-Bus Transportation: A Heteroskedastic Error Component Model with Unbalanced Panel Data," Empirical Economics, Springer, vol. 21(4), pages 557-573.
    5. James Odeck & Abdulrahim Alkadi, 2004. "The performance of subsidized urban and rural public bus operators: Empirical evidence from Norway," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(3), pages 413-431, September.
    6. Pastor, J. T. & Ruiz, J. L. & Sirvent, I., 1999. "An enhanced DEA Russell graph efficiency measure," European Journal of Operational Research, Elsevier, vol. 115(3), pages 596-607, June.
    7. Odeck, James, 2008. "The effect of mergers on efficiency and productivity of public transport services," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(4), pages 696-708, May.
    8. Chu, Xuehao & Fielding, Gordon J. & Lamar, Bruce W., 1992. "Measuring transit performance using data envelopment analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 26(3), pages 223-230, May.
    9. Pina, Vicente & Torres, Lourdes, 2001. "Analysis of the efficiency of local government services delivery. An application to urban public transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(10), pages 929-944, December.
    10. Karlaftis, Matthew G., 2003. "Investigating transit production and performance: a programming approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(3), pages 225-240, March.
    11. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    12. Ming-Miin Yu, 2008. "Measuring the efficiency and return to scale status of multi-mode bus transit - evidence from Taiwan's bus system," Applied Economics Letters, Taylor & Francis Journals, vol. 15(8), pages 647-653.
    13. Pestana Barros, Carlos & Peypoch, Nicolas, 2010. "Productivity changes in Portuguese bus companies," Transport Policy, Elsevier, vol. 17(5), pages 295-302, September.
    14. Viton, Philip A., 1997. "Technical efficiency in multi-mode bus transit: A production frontier analysis," Transportation Research Part B: Methodological, Elsevier, vol. 31(1), pages 23-39, February.
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