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Performance analytics for the value chain process of international airports: a dynamic network measure with the shared and unsplittable links

Author

Listed:
  • Anyu Yu

    (Zhejiang Gongshang University)

  • Fan Zhou

    (Southwestern University of Finance and Economics)

  • Zuduo Zheng

    (University of Queensland)

Abstract

To strengthen the profitability of the international airline industry, we adopt the value chain theory to investigate airports’ operational performance over periods. This study defines the runway area as a shared and unsplittable link and introduces it into a dynamic network data envelopment analysis as a special carryover link. To efficiently solve the nonlinearity issue of this dynamic operational performance evaluation problem, a second order cone programming (SOCP) approach is proposed. Local optimum obtained from different branching strategies are compared to search for the global optimum in SOCP. The proposed method is applied to study a sample of hub airports across countries, and results show that the method is able to reveal the diverse performance of transportation and profitability stages for the selected airports. Impacts of location, scale, business internationalization, and non-aeronautical profitability on the airport performance are also examined. The findings of this study assist in comprehensively evaluating the performance of international airports, pinpointing the sources of operational inefficiency, and ultimately developing strategies to enhance the profitability capability of the international airline industry.

Suggested Citation

  • Anyu Yu & Fan Zhou & Zuduo Zheng, 2025. "Performance analytics for the value chain process of international airports: a dynamic network measure with the shared and unsplittable links," Annals of Operations Research, Springer, vol. 351(1), pages 3-33, August.
    • Handle: RePEc:spr:annopr:v:351:y:2025:i:1:d:10.1007_s10479-024-05988-5
    DOI: 10.1007/s10479-024-05988-5
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    References listed on IDEAS

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    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, August.
    2. Guo, Chuanyin & Wei, Fajie & Chen, Yao, 2017. "A note on second order cone programming approach to two-stage network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 263(2), pages 733-735.
    3. Amir Moradi-Motlagh & Ali Emrouznejad, 2022. "The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)," Annals of Operations Research, Springer, vol. 318(1), pages 713-741, November.
    4. Adler, Nicole & Golany, Boaz, 2001. "Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe," European Journal of Operational Research, Elsevier, vol. 132(2), pages 260-273, July.
    5. Yu Shi & Anyu Yu & Huong Ngo Higgins & Joe Zhu, 2021. "Shared and unsplittable performance links in network DEA," Annals of Operations Research, Springer, vol. 303(1), pages 507-528, August.
    6. Yu, Ming-Miin & Rakshit, Ipsita, 2023. "Assessing the dynamic efficiency and technology gap of airports under different ownerships: A union dynamic NDEA approach," Omega, Elsevier, vol. 119(C).
    7. Adler, Nicole & Liebert, Vanessa & Yazhemsky, Ekaterina, 2013. "Benchmarking airports from a managerial perspective," Omega, Elsevier, vol. 41(2), pages 442-458.
    8. Tsan-Ming Choi & T. C. E. Cheng & Xiande Zhao & Desheng Dash Wu & Cuicui Luo & Haofei Wang & John R. Birge, 2016. "Bi-level Programing Merger Evaluation and Application to Banking Operations," Production and Operations Management, Production and Operations Management Society, vol. 25(3), pages 498-515, March.
    9. Joost Zuidberg, 2014. "Key Drivers for Differentiated Airport Passenger Service Charges," Journal of Transport Economics and Policy, University of Bath, vol. 48(2), pages 279-295, May.
    10. Joe Zhu, 2022. "DEA under big data: data enabled analytics and network data envelopment analysis," Annals of Operations Research, Springer, vol. 309(2), pages 761-783, February.
    11. Adler, Nicole & Ülkü, Tolga & Yazhemsky, Ekaterina, 2013. "Small regional airport sustainability: Lessons from benchmarking," Journal of Air Transport Management, Elsevier, vol. 33(C), pages 22-31.
    12. Santos, Georgina & Robin, Maël, 2010. "Determinants of delays at European airports," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 392-403, March.
    13. Chen, Kun & Zhu, Joe, 2017. "Second order cone programming approach to two-stage network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 262(1), pages 231-238.
    14. Wade Cook & Moez Hababou & Hans Tuenter, 2000. "Multicomponent Efficiency Measurement and Shared Inputs in Data Envelopment Analysis: An Application to Sales and Service Performance in Bank Branches," Journal of Productivity Analysis, Springer, vol. 14(3), pages 209-224, November.
    15. Yu, Ming-Miin, 2010. "Assessment of airport performance using the SBM-NDEA model," Omega, Elsevier, vol. 38(6), pages 440-452, December.
    16. Liang Liang & Feng Yang & Wade Cook & Joe Zhu, 2006. "DEA models for supply chain efficiency evaluation," Annals of Operations Research, Springer, vol. 145(1), pages 35-49, July.
    17. Ane Elixabete Ripoll-Zarraga & Sebastián Lozano, 2020. "A centralised DEA approach to resource reallocation in Spanish airports," Annals of Operations Research, Springer, vol. 288(2), pages 701-732, May.
    18. Nadezda Volkova & Jürgen Müller, 2012. "Assessing the Nonaviation Performance of Selected US Airports," Transportation Journal, John Wiley & Sons, vol. 51(3), pages 289-304, July.
    19. Liu, Dan, 2016. "Measuring aeronautical service efficiency and commercial service efficiency of East Asia airport companies: An application of Network Data Envelopment Analysis," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 11-22.
    20. Brunetta, Lorenzo & Righi, Luca & Andreatta, Giovanni, 1999. "An operations research model for the evaluation of an airport terminal: SLAM (simple landside aggregate model)," Journal of Air Transport Management, Elsevier, vol. 5(3), pages 161-175.
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