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Estimating tactical surface metering management’s effect on aircraft fuel savings at airport

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  • Fukui, Hideki
  • Miyoshi, Chikage

Abstract

We estimated the effect of surface metering technology deployed at Charlotte Douglas International Airport (CLT) by the National Aeronautics and Space Administration (NASA) and the Federal Aviation Administration (FAA) on fuel and CO2 savings. We employed a difference-in-differences strategy, covariate-balancing methods, and a fixed-effects model. Furthermore, we used a doubly robust strategy that combines matching with parametric regression using datasets constructed by data-driven approaches, which minimizes discretion in selecting comparison units. Our estimates from the daily panel of US carriers from November 2015 to November 2019 suggested that about 39.156 kg (95% confidence interval (CI) 64.017–13.436) of fuel and 120.599 kg (CI 197.174 kg–41.382 kg) of CO2 could be saved per flight even when the single-engine taxiing rate was as high as 75% during the entire deployment phase. At the same time, our results suggested a concerning pattern: taxi-out time savings generated by the technology diminished over time.

Suggested Citation

  • Fukui, Hideki & Miyoshi, Chikage, 2024. "Estimating tactical surface metering management’s effect on aircraft fuel savings at airport," Research in Transportation Economics, Elsevier, vol. 103(C).
    • Handle: RePEc:eee:retrec:v:103:y:2024:i:c:s0739885923001452
    DOI: 10.1016/j.retrec.2023.101405
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    as
    1. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. Zhang, Anming & Czerny, Achim I., 2012. "Airports and airlines economics and policy: An interpretive review of recent research," Economics of Transportation, Elsevier, vol. 1(1), pages 15-34.
    3. Verhoef, Erik T., 2010. "Congestion pricing, slot sales and slot trading in aviation," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 320-329, March.
    4. Starkie, David, 1998. "Allocating airport slots: a role for the market?," Journal of Air Transport Management, Elsevier, vol. 4(2), pages 111-116.
    5. Sheng, Dian & Li, Zhi-Chun & Xiao, Yi-bin & Fu, Xiaowen, 2015. "Slot auction in an airport network with demand uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 82(C), pages 79-100.
    6. Pertuiset, Thomas & Santos, Georgina, 2014. "Primary auction of slots at European airports," Research in Transportation Economics, Elsevier, vol. 45(C), pages 66-71.
    7. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    8. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    9. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    10. Fukui, Hideki, 2010. "An empirical analysis of airport slot trading in the United States," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 330-357, March.
    11. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    12. Heejung Bang & James M. Robins, 2005. "Doubly Robust Estimation in Missing Data and Causal Inference Models," Biometrics, The International Biometric Society, vol. 61(4), pages 962-973, December.
    13. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    14. Pellegrini, Paola & Castelli, Lorenzo & Pesenti, Raffaele, 2012. "Secondary trading of airport slots as a combinatorial exchange," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(5), pages 1009-1022.
    15. David Gillen & David Starkie, 2016. "EU Slot Policy at Congested Hubs, and Incentives to Add Capacity," Journal of Transport Economics and Policy, University of Bath, vol. 50(2), pages 151-15-163.
    16. Basso, Leonardo J. & Zhang, Anming, 2010. "Pricing vs. slot policies when airport profits matter," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 381-391, March.
    17. Fukui, Hideki, 2014. "Effect of slot trading on route-level competition: Evidence from experience in the UK," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 124-141.
    18. Ryerson, Megan S. & Hansen, Mark & Bonn, James, 2014. "Time to burn: Flight delay, terminal efficiency, and fuel consumption in the National Airspace System," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 286-298.
    19. Brueckner, Jan K., 2009. "Price vs. quantity-based approaches to airport congestion management," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 681-690, June.
    20. Guiomard, Cathal, 2018. "Airport slots: Can regulation be coordinated with competition? Evidence from Dublin airport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 127-138.
    21. Fukui, Hideki, 2012. "Do carriers abuse the slot system to inhibit airport capacity usage? Evidence from the US experience," Journal of Air Transport Management, Elsevier, vol. 24(C), pages 1-6.
    22. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    23. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    24. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    25. Avenali, Alessandro & D'Alfonso, Tiziana & Leporelli, Claudio & Matteucci, Giorgio & Nastasi, Alberto & Reverberi, Pierfrancesco, 2015. "An incentive pricing mechanism for efficient airport slot allocation in Europe," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 27-36.
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    More about this item

    Keywords

    Tactical surface metering; Taxi-out/in fuel consumption; Terminal flight data manager; Difference-in-differences; Propensity score matching;
    All these keywords.

    JEL classification:

    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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