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The adjusted passenger transportation efficiency of nine airports in China with consideration of the impact of high-speed rail network development: A two-step DEA-OLS method

Author

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  • Wei, Ming
  • Zhang, Shaopeng
  • Liu, Tao
  • Sun, Bo

Abstract

This paper presents a two-step method combining data envelopment analysis (DEA) and an ordinary least squares (OLS) model to analyze the passenger transportation efficiency (PTE) of nine airports in the Beijing-Tianjin-Hebei region, China, and their evolution trends from 2008 to 2019. As the first step, taking the mileage of China's high-speed rail (HSR) as an external variable, a three-stage DEA was employed to obtain the adjusted airport's PTE after eliminating the impact of HSR. As the second step, a single-logarithmic OLS model was used to analyze the influence of the urban economic structure on deviations in airports' PTE before and after the adjustment, providing a clear and straightforward basis for formulating and testing policies. The essential findings included the following: (1) the development of HSR mainly inhibited the PTE of most airports due to their competition but also promoted PTE in a few airports for short periods due to their partnership; (2) various factors of the urban economic structure had different impacts on the adjusted airport's PTE and determined the trend over time.

Suggested Citation

  • Wei, Ming & Zhang, Shaopeng & Liu, Tao & Sun, Bo, 2023. "The adjusted passenger transportation efficiency of nine airports in China with consideration of the impact of high-speed rail network development: A two-step DEA-OLS method," Journal of Air Transport Management, Elsevier, vol. 109(C).
  • Handle: RePEc:eee:jaitra:v:109:y:2023:i:c:s0969699723000388
    DOI: 10.1016/j.jairtraman.2023.102395
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    1. Dobruszkes, Frédéric & Dehon, Catherine & Givoni, Moshe, 2014. "Does European high-speed rail affect the current level of air services? An EU-wide analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 461-475.
    2. Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2016. "Airlines’ reaction to high-speed rail entries: Empirical study of the Northeast Asian market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 532-557.
    3. Güner, Samet & İbrahim Cebeci, Halil, 2021. "Multi-period efficiency analysis of major European and Asian airports under fixed proportion technologies," Transport Policy, Elsevier, vol. 107(C), pages 24-42.
    4. Thanh Ngo & Kan Wai Hong Tsui, 2022. "Estimating the confidence intervals for DEA efficiency scores of Asia-Pacific airlines," Operational Research, Springer, vol. 22(4), pages 3411-3434, September.
    5. Lam, Shao Wei & Low, Joyce M.W. & Tang, Loon Ching, 2009. "Operational efficiencies across Asia Pacific airports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(4), pages 654-665, July.
    6. Yu, Ming-Miin, 2004. "Measuring physical efficiency of domestic airports in Taiwan with undesirable outputs and environmental factors," Journal of Air Transport Management, Elsevier, vol. 10(5), pages 295-303.
    7. Yixiong He & Weiming Song & Fan Yang, 2021. "Research on the Supply Efficiency of Marine Ecological Products in the Yangtze River Delta Costal Urban Agglomerations Based on DEA-Tobit Model," Sustainability, MDPI, vol. 13(12), pages 1-17, June.
    8. Suzuki, Soushi & Nijkamp, Peter & Rietveld, Piet & Pels, Eric, 2010. "A distance friction minimization approach in data envelopment analysis: A comparative study on airport efficiency," European Journal of Operational Research, Elsevier, vol. 207(2), pages 1104-1115, December.
    9. Chen, Zhe & Jiang, Hai, 2020. "Impacts of high-speed rail on domestic air cargo traffic in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 1-13.
    10. Chen, Zhenhua, 2017. "Impacts of high-speed rail on domestic air transportation in China," Journal of Transport Geography, Elsevier, vol. 62(C), pages 184-196.
    11. Zhang, Qiong & Yang, Hangjun & Wang, Qiang, 2017. "Impact of high-speed rail on China’s Big Three airlines," Transportation Research Part A: Policy and Practice, Elsevier, vol. 98(C), pages 77-85.
    12. Pestana Barros, Carlos & Dieke, Peter U.C., 2007. "Performance evaluation of Italian airports: A data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 184-191.
    13. Huynh, Triet Minh & Kim, Gyuseung & Ha, Hun-Koo, 2020. "Comparative analysis of efficiency for major Southeast Asia airports: A two-stage approach," Journal of Air Transport Management, Elsevier, vol. 89(C).
    14. Zhensheng Chen & Xueli Chen & Xiaoqing Gan & Kaixuan Bai & Tomas Baležentis & Lixin Cui, 2020. "Technical Efficiency of Regional Public Hospitals in China Based on the Three-Stage DEA," IJERPH, MDPI, vol. 17(24), pages 1-17, December.
    15. Lin, L.C. & Hong, C.H., 2006. "Operational performance evaluation of international major airports: An application of data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 12(6), pages 342-351.
    16. Pacheco, R. R. & Fernandes, E., 2003. "Managerial efficiency of Brazilian airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(8), pages 667-680, October.
    17. Liu, Shuli & Wan, Yulai & Zhang, Anming, 2021. "Does high-speed rail development affect airport productivity? Evidence from China and Japan," Transport Policy, Elsevier, vol. 110(C), pages 1-15.
    18. Liu, Shuli & Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2019. "Impact of high-speed rail network development on airport traffic and traffic distribution: Evidence from China and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 115-135.
    19. Chen, Xin & Xuan, Chao & Qiu, Rui, 2021. "Understanding spatial spillover effects of airports on economic development: New evidence from China’s hub airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 48-60.
    20. Li, Hongchang & Strauss, Jack & Lu, Liu, 2019. "The impact of high-speed rail on civil aviation in China," Transport Policy, Elsevier, vol. 74(C), pages 187-200.
    21. Fernandes, Elton & Pacheco, R. R., 2002. "Efficient use of airport capacity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(3), pages 225-238, March.
    22. Park, Yonghwa & Ha, Hun-Koo, 2006. "Analysis of the impact of high-speed railroad service on air transport demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 42(2), pages 95-104, March.
    23. Baltazar, Maria Emília & Silva, Jorge, 2020. "Spanish airports performance and efficiency benchmark. A PESA-AGB study," Journal of Air Transport Management, Elsevier, vol. 89(C).
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