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Implications of air travel shopping for non-aeronautical revenue streams: A cross-national empirical analysis

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  • Li, Suyang
  • Pawlak, Jacek
  • Sivakumar, Aruna

Abstract

The COVID-19 pandemic dealt a significantly heavy blow to the already competitive air travel industry. As air travel demand is recovering post-pandemic, both airports and airlines are seeking to establish a steady stream of non-aeronautical/ancillary revenues, especially retail, to aid financial recovery. However, a rigorous analysis of passengers' purchasing behaviour during the whole air travel process has been lacking to date. To investigate this matter, we analyse data from a cross-national survey administered in four multi-airport cities (London in the UK, New York City in the US, Shanghai in China, and Sao Paulo in Brazil) in 2020, asking about the respondent's most recent air trip before the pandemic. A Multiple Discrete-Continuous Extreme Value (MDCEV) model was estimated to jointly analyse the discrete decision (to purchase or not) and continuous aspect (of how much is spent) during three stages of travel: at the departure airport, in flight, and at the transfer airport (if applicable). Six hypotheses, about the stage of travel, product and service type, passenger attributes, context of travel, and presence of companions are postulated and examined empirically. The results demonstrate how such factors shape shopping decisions during different stages of travel. The modelling results point towards the need for better pre-flight product information and more tailored offers. Airport retail requires more flexibility in terms of locations, operating hours and channels (in-store, deliveries) to improve shopping convenience. Use of digital tools and passenger data can aid in realising retail revenue improvement. Proposed future research directions include a focus on the transfer airport (where most spending is observed), post-pandemic behaviour changes, the role of product and service attributes, use of non-survey data and environmental impacts of the evolution in air travel retail.

Suggested Citation

  • Li, Suyang & Pawlak, Jacek & Sivakumar, Aruna, 2024. "Implications of air travel shopping for non-aeronautical revenue streams: A cross-national empirical analysis," Journal of Air Transport Management, Elsevier, vol. 119(C).
  • Handle: RePEc:eee:jaitra:v:119:y:2024:i:c:s0969699724001030
    DOI: 10.1016/j.jairtraman.2024.102638
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    References listed on IDEAS

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    1. Graham, Anne, 2009. "How important are commercial revenues to today's airports?," Journal of Air Transport Management, Elsevier, vol. 15(3), pages 106-111.
    2. Tovar, Beatriz & Martín-Cejas, Roberto Rendeiro, 2009. "Are outsourcing and non-aeronautical revenues important drivers in the efficiency of Spanish airports?," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 217-220.
    3. Fuerst, Franz & Gross, Sven & Klose, Ulf, 2011. "The sky is the limit? The determinants and constraints of European airports commercial revenues," Journal of Air Transport Management, Elsevier, vol. 17(5), pages 278-283.
    4. Fasone, Vincenzo & Kofler, Lukas & Scuderi, Raffaele, 2016. "Business performance of airports: Non-aviation revenues and their determinants," Journal of Air Transport Management, Elsevier, vol. 53(C), pages 35-45.
    5. Bhat, Chandra R. & Sen, Sudeshna, 2006. "Household vehicle type holdings and usage: an application of the multiple discrete-continuous extreme value (MDCEV) model," Transportation Research Part B: Methodological, Elsevier, vol. 40(1), pages 35-53, January.
    6. Njegovan, Nenad, 2006. "Elasticities of demand for leisure air travel: A system modelling approach," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 33-39.
    7. Chung, Yi-Shih & Lu, Kuan-Hung, 2020. "Investigating passenger behavior in airport terminals with multisource data: Recall bias and time budget effects," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 410-429.
    8. Lin, Yi-Hsin & Chen, Ching-Fu, 2013. "Passengers' shopping motivations and commercial activities at airports – The moderating effects of time pressure and impulse buying tendency," Tourism Management, Elsevier, vol. 36(C), pages 426-434.
    9. Torres, E. & Domínguez, J.S. & Valdés, L. & Aza, R., 2005. "Passenger waiting time in an airport and expenditure carried out in the commercial area," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 363-367.
    10. Warnock-Smith, David & O'Connell, John F. & Maleki, Mahnaz, 2017. "An analysis of ongoing trends in airline ancillary revenues," Journal of Air Transport Management, Elsevier, vol. 64(PA), pages 42-54.
    11. Castillo-Manzano, José I., 2010. "Determinants of commercial revenues at airports: Lessons learned from Spanish regional airports," Tourism Management, Elsevier, vol. 31(6), pages 788-796.
    12. Wen-Chun Tseng & Cheng-Lung Wu, 2019. "A choice model of airline passengers’ spending behaviour in the airport terminal," Transportation Planning and Technology, Taylor & Francis Journals, vol. 42(4), pages 380-390, May.
    13. Chung, Yi-Shih & Wu, Cheng-Lung & Chiang, Wan-Erh, 2013. "Air passengers' shopping motivation and information seeking behaviour," Journal of Air Transport Management, Elsevier, vol. 27(C), pages 25-28.
    14. Oum, Tae H. & Adler, Nicole & Yu, Chunyan, 2006. "Privatization, Corporatization, Ownership Forms and their Effects on the Performance of the World’s Major Airports," 47th Annual Transportation Research Forum, New York, New York, March 23-25, 2006 208026, Transportation Research Forum.
    15. Hess, Stephane & Palma, David, 2019. "Apollo: A flexible, powerful and customisable freeware package for choice model estimation and application," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
    16. Castillo-Manzano, José I. & López-Valpuesta, Lourdes & Sánchez-Braza, Antonio, 2018. "When the mall is in the airport: Measuring the effect of the airport mall on passengers’ consumer behavior," Journal of Air Transport Management, Elsevier, vol. 72(C), pages 32-38.
    17. Perng, Shiaw-Wuu & Chow, Chia-Chuan & Liao, Wu-Cheng, 2010. "Analysis of shopping preference and satisfaction with airport retailing products," Journal of Air Transport Management, Elsevier, vol. 16(5), pages 279-283.
    18. Dittmar, Helga & Beattie, Jane & Friese, Susanne, 1995. "Gender identity and material symbols: Objects and decision considerations in impulse purchases," Journal of Economic Psychology, Elsevier, vol. 16(3), pages 491-511, September.
    19. Del Chiappa, Giacomo & Martin, Juan Carlos & Roman, Concepcion, 2016. "Service quality of airports' food and beverage retailers. A fuzzy approach," Journal of Air Transport Management, Elsevier, vol. 53(C), pages 105-113.
    20. Yimeng Chen & Cheng-Lung Wu & Tay T.R. Koo & Ian Douglas, 2020. "Determinants of airport retail revenue: a review of literature," Transport Reviews, Taylor & Francis Journals, vol. 40(4), pages 479-505, July.
    21. Jacek Pawlak, 2020. "Travel-based multitasking: review of the role of digital activities and connectivity," Transport Reviews, Taylor & Francis Journals, vol. 40(4), pages 429-456, July.
    22. Appold, Stephen J. & Kasarda, John D., 2006. "The appropriate scale of US airport retail activities," Journal of Air Transport Management, Elsevier, vol. 12(6), pages 277-287.
    23. Bhat, Chandra R., 2008. "The multiple discrete-continuous extreme value (MDCEV) model: Role of utility function parameters, identification considerations, and model extensions," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 274-303, March.
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