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Assessment of the internet impact on road transportation industry operational efficiency

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Listed:
  • Ying Li
  • Hongyi Cen
  • Tai‐Yu Lin
  • Yi‐Nuo Lin
  • Yung‐ho Chiu
  • Su‐wan Wang

Abstract

The Internet of Things has been driving the development of China's transportation industry. This paper used a dynamic direct distance function Data Envelopment Analysis model with internet access as the input index to more comprehensively assess the efficiency and the improvements needed in the application of internet technology in the road transportation industries. It was found that (1) the average total efficiency was higher when the internet influences were considered than when they are not considered. (2) The commercial passenger vehicle, freight vehicle, passenger traffic, and freight volume efficiencies in most provinces were positively affected by the internet.

Suggested Citation

  • Ying Li & Hongyi Cen & Tai‐Yu Lin & Yi‐Nuo Lin & Yung‐ho Chiu & Su‐wan Wang, 2023. "Assessment of the internet impact on road transportation industry operational efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 619-640, January.
    • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:1:p:619-640
    DOI: 10.1002/mde.3704
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    References listed on IDEAS

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    1. Fare, Rolf & Grosskopf, Shawna, 1996. "Productivity and intermediate products: A frontier approach," Economics Letters, Elsevier, vol. 50(1), pages 65-70, January.
    2. Färe, Rolf & Grosskopf, Shawna, 2010. "Directional distance functions and slacks-based measures of efficiency: Some clarifications," European Journal of Operational Research, Elsevier, vol. 206(3), pages 702-702, November.
    3. Zehmed KARIM & Jawab FOUAD, 2019. "An Analysis Of Technical Efficiency Of Public Bus Transport Companies In Moroccan Cities," Management Research and Practice, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 11(1), pages 56-73, March.
    4. Chen, Po-Chi & Yu, Ming-Miin & Chang, Ching-Cheng & Hsu, Shih-Hsun & Managi, Shunsuke, 2015. "The enhanced Russell-based directional distance measure with undesirable outputs: Numerical example considering CO2 emissions," Omega, Elsevier, vol. 53(C), pages 30-40.
    5. Slawomira Hajduk, 2018. "Efficiency evaluation of urban transport using the DEA method," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 13(1), pages 141-157, March.
    6. 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.
    7. Tone, Kaoru & Tsutsui, Miki, 2010. "Dynamic DEA: A slacks-based measure approach," Omega, Elsevier, vol. 38(3-4), pages 145-156, June.
    8. Shailesh Chandra & R. Thirumaleswara Naik & Luana Galbeno, 2018. "Impact assessment of the Internet of Things on feeder transit performance," Transportation Planning and Technology, Taylor & Francis Journals, vol. 41(8), pages 830-844, November.
    9. 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.
    10. Färe, Rolf & Grosskopf, Shawna, 2010. "Directional distance functions and slacks-based measures of efficiency," European Journal of Operational Research, Elsevier, vol. 200(1), pages 320-322, January.
    11. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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