IDEAS home Printed from https://ideas.repec.org/a/eee/transb/v170y2023icp25-47.html
   My bibliography  Save this article

Downsizing the jet: A forecast of economic effects of increased automation in aviation

Author

Listed:
  • Zakharenko, Roman
  • Luttmann, Alexander

Abstract

We develop a theory of optimal aircraft size, where the cost of the flight crew is the primary factor driving the use of larger aircraft, while passenger utility is primary factor driving the use of smaller aircraft. After fitting our model to U.S. data, we perform a counterfactual experiment where the minimum crew size requirement is relaxed from two pilots to one, a policy currently being discussed by aviation experts. Implications are derived for the number of aircraft demanded and its size distribution, demand for pilots, passenger traffic, flight frequency, and where new nonstop service may be introduced.

Suggested Citation

  • Zakharenko, Roman & Luttmann, Alexander, 2023. "Downsizing the jet: A forecast of economic effects of increased automation in aviation," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 25-47.
  • Handle: RePEc:eee:transb:v:170:y:2023:i:c:p:25-47
    DOI: 10.1016/j.trb.2023.02.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0191261523000140
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.trb.2023.02.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wenbin Wei & Mark Hansen, 2003. "Cost Economics of Aircraft Size," Journal of Transport Economics and Policy, University of Bath, vol. 37(2), pages 279-296, May.
    2. Céline Nauges & Caroline Berg, 2008. "Economies of density, scale and scope in the water supply and sewerage sector: a study of four developing and transition economies," Journal of Regulatory Economics, Springer, vol. 34(2), pages 144-163, October.
    3. Savage, Ian, 1997. "Scale economies in United States rail transit systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(6), pages 459-473, November.
    4. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    5. Takebayashi, Mikio, 2011. "The runway capacity constraint and airlines' behavior: Choice of aircraft size and network design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(3), pages 390-400, May.
    6. Braeutigam, Ronald R & Daughety, Andrew F & Turnquist, Mark A, 1984. "A Firm Specific Analysis of Economies of Density in the U.S. Railroad Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 33(1), pages 3-20, September.
    7. Luttmann, Alexander, 2019. "Are passengers compensated for incurring an airport layover? Estimating the value of layover time in the U.S. airline industry," Economics of Transportation, Elsevier, vol. 17(C), pages 1-13.
    8. Jan K. Brueckner, 2004. "Network Structure and Airline Scheduling," Journal of Industrial Economics, Wiley Blackwell, vol. 52(2), pages 291-312, June.
    9. Gayle, Philip G. & Yimga, Jules O., 2018. "How much do consumers really value air travel on-time performance, and to what extent are airlines motivated to improve their on-time performance?," Economics of Transportation, Elsevier, vol. 14(C), pages 31-41.
    10. Pai, Vivek, 2010. "On the factors that affect airline flight frequency and aircraft size," Journal of Air Transport Management, Elsevier, vol. 16(4), pages 169-177.
    11. Youn Kim, H. & Clark, Robert M., 1988. "Economies of scale and scope in water supply," Regional Science and Urban Economics, Elsevier, vol. 18(4), pages 479-502, November.
    12. Steven Berry & Panle Jia, 2010. "Tracing the Woes: An Empirical Analysis of the Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 2(3), pages 1-43, August.
    13. Gayle Philip G. & Wu Chi-Yin, 2014. "On the Extent to which the Presence of Intermediate-stop(s) Air Travel Products Influences the Pricing of Nonstop Air Travel Products," Review of Network Economics, De Gruyter, vol. 13(3), pages 355-395, September.
    14. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    15. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    16. Robert G. Harris, 1977. "Economies of Traffic Density in the Rail Freight Industry," Bell Journal of Economics, The RAND Corporation, vol. 8(2), pages 556-564, Autumn.
    17. Berster, Peter & Gelhausen, Marc C. & Wilken, Dieter, 2015. "Is increasing aircraft size common practice of airlines at congested airports?," Journal of Air Transport Management, Elsevier, vol. 46(C), pages 40-48.
    18. Masayuki Morikawa, 2011. "Economies of Density and Productivity in Service Industries: An Analysis of Personal Service Industries Based on Establishment-Level Data," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 179-192, February.
    19. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    20. Wei, Wenbin, 2006. "Impact of landing fees on airlines’ choice of aircraft size and service frequency in duopoly markets," Journal of Air Transport Management, Elsevier, vol. 12(6), pages 288-292.
    21. Mehdi Farsi & Aurelio Fetz & Massimo Filippini, 2007. "Economies of Scale and Scope in Local Public Transportation," Journal of Transport Economics and Policy, University of Bath, vol. 41(3), pages 345-361, September.
    22. Philip G. Gayle, 2013. "On the Efficiency of Codeshare Contracts between Airlines: Is Double Marginalization Eliminated?," American Economic Journal: Microeconomics, American Economic Association, vol. 5(4), pages 244-273, November.
    23. Gayle, Philip G. & Brown, Dave, 2014. "Airline strategic alliances in overlapping markets: Should policymakers be concerned?," Economics of Transportation, Elsevier, vol. 3(4), pages 243-256.
    24. Peters, Craig, 2006. "Evaluating the Performance of Merger Simulation: Evidence from the U.S. Airline Industry," Journal of Law and Economics, University of Chicago Press, vol. 49(2), pages 627-649, October.
    25. Givoni, Moshe & Rietveld, Piet, 2010. "The environmental implications of airlines' choice of aircraft size," Journal of Air Transport Management, Elsevier, vol. 16(3), pages 159-167.
    26. Gschwender, Antonio & Jara-Díaz, Sergio & Bravo, Claudia, 2016. "Feeder-trunk or direct lines? Economies of density, transfer costs and transit structure in an urban context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 209-222.
    27. Leonardo Basso & Sergio Jara-Díaz, 2006. "Distinguishing Multiproduct Economies of Scale from Economies of Density on a Fixed-Size Transport Network," Networks and Spatial Economics, Springer, vol. 6(2), pages 149-162, June.
    28. Olivier Armantier & Oliver Richard, 2008. "Domestic airline alliances and consumer welfare," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 875-904, September.
    29. Chen, Yongmin & Gayle, Philip G., 2019. "Mergers and product quality: Evidence from the airline industry," International Journal of Industrial Organization, Elsevier, vol. 62(C), pages 96-135.
    30. Mark J. Roberts, 1986. "Economies of Density and Size in the Production and Delivery of Electric Power," Land Economics, University of Wisconsin Press, vol. 62(4), pages 378-387.
    31. Gayle, Philip G. & Xie, Xin, 2019. "Firms’ markup, cost, and price changes when policymakers permit collusion: Does antitrust immunity matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 680-707.
    32. Fosgerau, Mogens & Engelson, Leonid, 2011. "The value of travel time variance," Transportation Research Part B: Methodological, Elsevier, vol. 45(1), pages 1-8, January.
    33. Yan, Jia & Winston, Clifford, 2014. "Can private airport competition improve runway pricing? The case of San Francisco Bay area airports," Journal of Public Economics, Elsevier, vol. 115(C), pages 146-157.
    34. de Jong, Gerben & Behrens, Christiaan & van Ommeren, Jos, 2019. "Airline loyalty (programs) across borders: A geographic discontinuity approach," International Journal of Industrial Organization, Elsevier, vol. 62(C), pages 251-272.
    35. Clifford Winston & Jia Yan, 2015. "Open Skies: Estimating Travelers' Benefits from Free Trade in Airline Services," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 370-414, May.
    36. Brueckner, Jan K & Spiller, Pablo T, 1994. "Economies of Traffic Density in the Deregulated Airline Industry," Journal of Law and Economics, University of Chicago Press, vol. 37(2), pages 379-415, October.
    37. Bitzan, John D & Keeler, Theodore E, 2007. "Economies of Density and Regulatory Change in the U.S. Railroad Freight Industry," Journal of Law and Economics, University of Chicago Press, vol. 50(1), pages 157-179, February.
    38. Caixia Shen, 2017. "The effects of major U.S. domestic airline code sharing and profit sharing rule," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 590-609, September.
    39. Steven A. Morrison & Clifford Winston, 1989. "Enhancing the Performance of the Deregulated Air Transportation System," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 20(1989 Micr), pages 61-123.
    40. Yimin Zhang, 2014. "The Puzzle of Aircraft Size and Traffic Growth," Journal of Transport Economics and Policy, University of Bath, vol. 48(3), pages 465-482, September.
    41. Wei, Wenbin & Hansen, Mark, 2005. "Impact of aircraft size and seat availability on airlines' demand and market share in duopoly markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(4), pages 315-327, July.
    42. Lakew, Paulos Ashebir, 2014. "Economies of traffic density and scale in the integrated air cargo industry: The cost structures of FedEx Express and UPS Airlines," Journal of Air Transport Management, Elsevier, vol. 35(C), pages 29-38.
    43. Christensen, Laurits R & Greene, William H, 1976. "Economies of Scale in U.S. Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 655-676, August.
    44. Douglas W. Caves & Laurits R. Christensen & Michael W. Tretheway, 1984. "Economies of Density versus Economies of Scale: Why Trunk and Local Service Airline Costs Differ," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 471-489, Winter.
    45. Jara-Díaz, Sergio R. & Cortés, Cristián E. & Morales, Gabriela A., 2013. "Explaining changes and trends in the airline industry: Economies of density, multiproduct scale, and spatial scope," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 60(C), pages 13-26.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Brueckner, Jan K. & Flores-Fillol, Ricardo, 2020. "Market structure and quality determination for complementary products: Alliances and service quality in the airline industry," International Journal of Industrial Organization, Elsevier, vol. 68(C).
    2. Philip G. Gayle & Ying Lin, 2021. "Cost Pass‐Through In Commercial Aviation: Theory And Evidence," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 803-828, April.
    3. Presto, Felix & Gollnick, Volker & Lau, Alexander & Lütjens, Klaus, 2022. "Flight frequency regulation and its temporal implications," Transport Policy, Elsevier, vol. 116(C), pages 106-118.
    4. Yanhao Wei, 2018. "Airline networks, traffic densities, and value of links," Quantitative Marketing and Economics (QME), Springer, vol. 16(3), pages 341-370, September.
    5. Le Huubinh B. & Yimga Jules, 2019. "Market Power and Marginal Cost Effects in Competing Markets: Evidence from Airline Mergers," Review of Network Economics, De Gruyter, vol. 18(2), pages 63-108, June.
    6. Gayle, Philip G. & Thomas, Tyson, 2016. "Assessing firm behavior in carve-out markets: Evidence on the impact of carve-out policy," Journal of Economic Behavior & Organization, Elsevier, vol. 128(C), pages 178-194.
    7. Bontemps, Christian & Remmy, Kevin & Wei, Jiangyu, 2021. "Ex-post evaluation of the American Airlines-US Airways merger: a structural approach," TSE Working Papers 21-1258, Toulouse School of Economics (TSE).
    8. Alderighi, Marco & Gaggero, Alberto A. & Piga, Claudio A., 2015. "The effect of code-share agreements on the temporal profile of airline fares," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 42-54.
    9. Menezes Bezerra Sampaio, Raquel & Urdanoz, Miguel, 2022. "Airlines' cooperation in the US domestic market: Measuring the evolution of price gaps," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 424-443.
    10. Philip G. Gayle & Xin Xie, 2018. "Entry Deterrence And Strategic Alliances," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1898-1924, July.
    11. Leonardo J. Basso & Sergio R. Jara-Díaz & William G. Waters, 2011. "Cost Functions for Transport Firms," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 12, Edward Elgar Publishing.
    12. Gayle, Philip G. & Brown, Dave, 2014. "Airline strategic alliances in overlapping markets: Should policymakers be concerned?," Economics of Transportation, Elsevier, vol. 3(4), pages 243-256.
    13. Chen, Yongmin & Gayle, Philip G., 2019. "Mergers and product quality: Evidence from the airline industry," International Journal of Industrial Organization, Elsevier, vol. 62(C), pages 96-135.
    14. Gayle, Philip G. & Xie, Xin, 2019. "Firms’ markup, cost, and price changes when policymakers permit collusion: Does antitrust immunity matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 680-707.
    15. Naoshi Doi, 2022. "Choice of Policy Instruments with Endogenous Quality: Per‐Passenger and Per‐Flight Airport Charges in Japan," Journal of Industrial Economics, Wiley Blackwell, vol. 70(1), pages 44-88, March.
    16. Gayle Philip G. & Wu Chi-Yin, 2014. "On the Extent to which the Presence of Intermediate-stop(s) Air Travel Products Influences the Pricing of Nonstop Air Travel Products," Review of Network Economics, De Gruyter, vol. 13(3), pages 355-395, September.
    17. Lin, Ming Hsin & Zhang, Anming, 2016. "Hub congestion pricing: Discriminatory passenger charges," Economics of Transportation, Elsevier, vol. 5(C), pages 37-48.
    18. Yang, Hangjun & Ma, Wenliang & Wang, Qiang & Wang, Kun & Zhang, Yahua, 2020. "Welfare implications for air passengers in China in the era of high-speed rail," Transport Policy, Elsevier, vol. 95(C), pages 1-13.
    19. Yimga, Jules, 2017. "Airline on-time performance and its effects on consumer choice behavior," Research in Transportation Economics, Elsevier, vol. 66(C), pages 12-25.
    20. Hörcher, Daniel & Tirachini, Alejandro, 2021. "A review of public transport economics," Economics of Transportation, Elsevier, vol. 25(C).

    More about this item

    Keywords

    Aircraft size; Non-scalable cost; Aviation market equilibrium; Single-pilot aircraft;
    All these keywords.

    JEL classification:

    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transb:v:170:y:2023:i:c:p:25-47. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/548/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.