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Determining factors of air passengers’ transfer airport choice in the Southeast Asia – North America market: Managerial and policy implications

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  • Choi, Jong Hae
  • Wang, Kun
  • Xia, Wenyi
  • Zhang, Anming

Abstract

This paper investigates the factors affecting air passengers’ transfer airport choice in the market between Southeast Asia (SE Asia) and North America (NA). By estimating demand parameters, the study sheds lights on an airport operator’s business strategies, including identifying effective routes to compete for transfer passengers. Specifically, a discrete choice model is applied to estimate air travelers’ utility function from choosing different transfer airports in an origin-destination market. Our dataset consists of 78 city-pairs in the SE Asia–NA market. Instrument variables are used to control for potential endogeneity of airfare, while airport characteristics including minimum connection time (MCT), service quality, size, and detour degree are treated as exogenous. The main empirical findings are: (1) Transfer passengers’ airport choice is determined by an airport’s characteristics including MCT and service quality of flight connection, in addition to the traditional factors such as airfares and travel time. (2) Based on the estimated utility function parameters, we quantify transfer passengers’ willingness-to-pay for several characteristics of the transfer airport. (3) With our estimation results, a case study is conducted for Incheon International Airport to identify candidate routes that have the greatest potential for the airport to increase the number of transfer passengers.

Suggested Citation

  • Choi, Jong Hae & Wang, Kun & Xia, Wenyi & Zhang, Anming, 2019. "Determining factors of air passengers’ transfer airport choice in the Southeast Asia – North America market: Managerial and policy implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 203-216.
  • Handle: RePEc:eee:transa:v:124:y:2019:i:c:p:203-216
    DOI: 10.1016/j.tra.2019.03.008
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    1. Coldren, Gregory M. & Koppelman, Frank S. & Kasturirangan, Krishnan & Mukherjee, Amit, 2003. "Modeling aggregate air-travel itinerary shares: logit model development at a major US airline," Journal of Air Transport Management, Elsevier, vol. 9(6), pages 361-369.
    2. André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), 2011. "A Handbook of Transport Economics," Books, Edward Elgar Publishing, number 12679.
    3. Xiaowen Fu & Tae H. Oum & Jia Yan, 2014. "An Analysis of Travel Demand in Japan's Intercity Market Empirical Estimation and Policy Simulation," Journal of Transport Economics and Policy, University of Bath, vol. 48(1), pages 97-113, January.
    4. Robert Malina & Sascha Albers & Nathalie Kroll, 2012. "Airport Incentive Programmes: A European Perspective," Transport Reviews, Taylor & Francis Journals, vol. 32(4), pages 435-453, April.
    5. Lin, Ming Hsin & Zhang, Anming, 2016. "Hub congestion pricing: Discriminatory passenger charges," Economics of Transportation, Elsevier, vol. 5(C), pages 37-48.
    6. Reggiani, Aura & Nijkamp, Peter & Lanzi, Diego, 2015. "Transport resilience and vulnerability: The role of connectivity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 81(C), pages 4-15.
    7. Adler, Nicole & Berechman, Joseph, 2001. "Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis," Transport Policy, Elsevier, vol. 8(3), pages 171-181, July.
    8. Lieshout, Rogier, 2012. "Measuring the size of an airport’s catchment area," Journal of Transport Geography, Elsevier, vol. 25(C), pages 27-34.
    9. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    10. Basar, Gözen & Bhat, Chandra, 2004. "A parameterized consideration set model for airport choice: an application to the San Francisco Bay Area," Transportation Research Part B: Methodological, Elsevier, vol. 38(10), pages 889-904, December.
    11. Ishii, Jun & Jun, Sunyoung & Van Dender, Kurt, 2009. "Air travel choices in multi-airport markets," Journal of Urban Economics, Elsevier, vol. 65(2), pages 216-227, March.
    12. 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.
    13. Simon P. Anderson & André De Palma & Jacques-François Thisse, 1989. "Demand for Differentiated Products, Discrete Choice Models, and the Characteristics Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(1), pages 21-35.
    14. de Barros, Alexandre G. & Somasundaraswaran, A.K. & Wirasinghe, S.C., 2007. "Evaluation of level of service for transfer passengers at airports," Journal of Air Transport Management, Elsevier, vol. 13(5), pages 293-298.
    15. André de Palma & Robin Lindsey & Emile Quinet & Robert Vickerman, 2011. "Handbook Of Transport Economics," PSE-Ecole d'économie de Paris (Postprint) halshs-00754912, HAL.
    16. Stephane Hess & John W. Polak, 2006. "Airport, airline and access mode choice in the San Francisco Bay area," Papers in Regional Science, Wiley Blackwell, vol. 85(4), pages 543-567, November.
    17. Anming Zhang & Yimin Zhang & Joseph A. Clougherty, 2011. "Competition and Regulation in Air Transport," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 35, Edward Elgar Publishing.
    18. Halpern, Nigel & Graham, Anne, 2015. "Airport route development: A survey of current practice," Tourism Management, Elsevier, vol. 46(C), pages 213-221.
    19. 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.
    20. Ming Hsin Lin, 2006. "Hub‐Airport Competition: Connecting Time Differentiation And Concession Consumption," Australian Economic Papers, Wiley Blackwell, vol. 45(4), pages 299-317, December.
    21. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    22. Tae Hoon Oum & Anming Zhang & Yimin Zhang, 1995. "Airline Network Rivalry," Canadian Journal of Economics, Canadian Economics Association, vol. 28(4a), pages 836-857, November.
    23. Suzuki, Yoshinori, 2007. "Modeling and testing the "two-step" decision process of travelers in airport and airline choices," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(1), pages 1-20, January.
    24. Rietveld, Piet & Brons, Martijn, 2001. "Quality of hub-and-spoke networks; the effects of timetable co-ordination on waiting time and rescheduling time," Journal of Air Transport Management, Elsevier, vol. 7(4), pages 241-249.
    25. Wang, Kung-Jeng & Hong, Wan-Chung & Chen, Shin-Hua & Jiang, Jyun-Ting, 2011. "Strategic development trend and key factors analysis of Airport City in Taiwan," Journal of Transport Geography, Elsevier, vol. 19(4), pages 807-820.
    26. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2003. "Access to and competition between airports: a case study for the San Francisco Bay area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(1), pages 71-83, January.
    27. Burghouwt, Guillaume & de Wit, Jaap, 2005. "Temporal configurations of European airline networks," Journal of Air Transport Management, Elsevier, vol. 11(3), pages 185-198.
    28. Wei-Min Hu & Junji Xiao & Xiaolan Zhou, 2014. "Collusion or Competition? Interfirm Relationships in the Chinese Auto Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 62(1), pages 1-40, March.
    29. Doi, Naoshi & Ohashi, Hiroshi, 2019. "Market structure and product quality: A study of the 2002 Japanese airline merger," International Journal of Industrial Organization, Elsevier, vol. 62(C), pages 158-193.
    30. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    31. Nicole Adler, 2005. "Hub-Spoke Network Choice Under Competition with an Application to Western Europe," Transportation Science, INFORMS, vol. 39(1), pages 58-72, February.
    32. Tang, Chuanzhong & Weaver, David & Lawton, Laura, 2017. "Can stopovers be induced to revisit transit hubs as stayovers? A new perspective on the relationship between air transportation and tourism," Journal of Air Transport Management, Elsevier, vol. 62(C), pages 54-64.
    33. Oum, Tae Hoon & Zhang, Anming, 2001. "Key aspects of global strategic alliances and the impacts on the future of Canadian airline industry," Journal of Air Transport Management, Elsevier, vol. 7(5), pages 287-301.
    34. Colin C. H. Law & Yahua Zhang & Anming Zhang, 2018. "Regulatory Changes in International Air Transport and Their Impact on Tourism Development in Asia Pacific," Advances in Airline Economics, in: Airline Economics in Asia, volume 7, pages 123-144, Emerald Group Publishing Limited.
    35. Allroggen, Florian & Wittman, Michael D. & Malina, Robert, 2015. "How air transport connects the world – A new metric of air connectivity and its evolution between 1990 and 2012," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 80(C), pages 184-201.
    36. Jan K. Brueckner & Yimin Zhang, 2001. "A Model of Scheduling in Airline Networks: How a Hub-and-Spoke System Affects Flight Frequency, Fares and Welfare," Journal of Transport Economics and Policy, University of Bath, vol. 35(2), pages 195-222, May.
    37. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2003. "Inefficiencies and scale economies of European airport operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(5), pages 341-361, September.
    38. Hess, Stephane & Polak, John W., 2005. "Mixed logit modelling of airport choice in multi-airport regions," Journal of Air Transport Management, Elsevier, vol. 11(2), pages 59-68.
    39. Furuichi, Masahiko & Koppelman, Frank S., 1994. "An analysis of air travelers' departure airport and destination choice behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 28(3), pages 187-195, May.
    40. Evans, William N & Kessides, Ioannis N, 1993. "Localized Market Power in the U.S. Airline Industry," The Review of Economics and Statistics, MIT Press, vol. 75(1), pages 66-75, February.
    41. Usami, Munekatsu & Manabe, Masashi & Kimura, Shin, 2017. "Airport choice and flight connectivity among domestic and international passengers – Empirical analysis using passenger movement survey data in Japan," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 15-20.
    42. Lohmann, Guilherme & Albers, Sascha & Koch, Benjamin & Pavlovich, Kathryn, 2009. "From hub to tourist destination – An explorative study of Singapore and Dubai's aviation-based transformation," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 205-211.
    43. Thelle, Martin H. & Sonne, Mie la Cour, 2018. "Airport competition in Europe," Journal of Air Transport Management, Elsevier, vol. 67(C), pages 232-240.
    44. Redondi, Renato & Malighetti, Paolo & Paleari, Stefano, 2011. "Hub competition and travel times in the world-wide airport network," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1260-1271.
    45. Seredyński, Adam & Rothlauf, Franz & Grosche, Tobias, 2014. "An airline connection builder using maximum connection lag with greedy parameter selection," Journal of Air Transport Management, Elsevier, vol. 36(C), pages 120-128.
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