Emerging research on airline ancillaries: a review of offer management and dynamic pricing literature
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DOI: 10.1057/s41272-025-00526-9
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- Ben Vinod, 2021. "The Evolution of Yield Management in the Airline Industry," Management for Professionals, Springer, edition 1, number 978-3-030-70424-7, June.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018.
"Double/debiased machine learning for treatment and structural parameters,"
Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2017. "Double/Debiased Machine Learning for Treatment and Structural Parameters," NBER Working Papers 23564, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers 28/17, Institute for Fiscal Studies.
- Octavian Oancea, 2021. "The implications of behavioural economics for pricing in a world of offer optimisation," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(6), pages 626-633, December.
- Tomasz Szymanski & Ross Darrow, 2021. "Shelf placement optimization for air products," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 322-329, June.
- Georges Casamatta & Sauveur Giannoni & Daniel Brunstein & Johan Jouve, 2022. "Host type and pricing on Airbnb: Seasonality and perceived market power," Post-Print hal-03250484, HAL.
- Andreas Krämer & Mark Friesen & Tom Shelton, 2018. "Are airline passengers ready for personalized dynamic pricing? A study of German consumers," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(2), pages 115-120, April.
- Melanie Dezelak & Richard Ratliff, 2018. "Towards new industry-standard specifications for air dynamic pricing engines," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(6), pages 394-402, December.
- Rodrigo Acuna-Agost & Eoin Thomas & Alix Lhéritier, 2021. "Price elasticity estimation for deep learning-based choice models: an application to air itinerary choices," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 213-226, June.
- Sumit Kunnumkal & Kalyan Talluri, 2019. "Choice Network Revenue Management Based on New Tractable Approximations," Transportation Science, INFORMS, vol. 53(6), pages 1591-1608, November.
- Marshall Fisher & Santiago Gallino & Jun Li, 2018. "Competition-Based Dynamic Pricing in Online Retailing: A Methodology Validated with Field Experiments," Management Science, INFORMS, vol. 64(6), pages 2496-2514, June.
- Ravi Kumar & Ang Li & Wei Wang, 2018. "Learning and optimizing through dynamic pricing," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(2), pages 63-77, April.
- Hui-Ling Chung & Yan-Shu Lin & Jin-Li Hu, 2013. "Bundling strategy and product differentiation," Journal of Economics, Springer, vol. 108(3), pages 207-229, April.
- Thomas Fiig & Remy Guen & Mathilde Gauchet, 2018. "Dynamic pricing of airline offers," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(6), pages 381-393, December.
- MadhuSudan Rao Kummara & Bhaskara Rao Guntreddy & Ines Garcia Vega & Yun Hsuan Tai, 2021. "Dynamic pricing of ancillaries using machine learning: one step closer to full offer optimization," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(6), pages 646-653, December.
- Michal Sznajder & Richard Ratliff & Cuneyd Kaya, 2023. "A heuristic for incorporating ancillaries into air choice models with personalization (Part 1: estimating preferences using hedonic regression)," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(2), pages 122-139, April.
- B. Vinod, 2021. "The age of intelligent retailing: personalized offers in travel for a segment of ONE," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(4), pages 473-479, August.
- Zhao, Guihong & Cui, Yue & Cheng, Shaoyu, 2021. "Dynamic pricing of ancillary services based on passenger choice behavior," Journal of Air Transport Management, Elsevier, vol. 94(C).
- Guillermo Gallego & Ming Hu, 2014. "Dynamic Pricing of Perishable Assets Under Competition," Management Science, INFORMS, vol. 60(5), pages 1241-1259, May.
- Michael D. Wittman & Peter P. Belobaba, 2019. "Dynamic pricing mechanisms for the airline industry: a definitional framework," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 18(2), pages 100-106, April.
- Gabriel Bitran & René Caldentey, 2003. "An Overview of Pricing Models for Revenue Management," Manufacturing & Service Operations Management, INFORMS, vol. 5(3), pages 203-229, August.
- Peter Seele & Claus Dierksmeier & Reto Hofstetter & Mario D. Schultz, 2021. "Mapping the Ethicality of Algorithmic Pricing: A Review of Dynamic and Personalized Pricing," Journal of Business Ethics, Springer, vol. 170(4), pages 697-719, May.
- Manini Madireddy & Ramasubramanian Sundararajan & Goda Doreswamy & Meisam Hejazi Nia & Amod Mital, 2017. "Constructing bundled offers for airline customers," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 16(6), pages 532-552, December.
- Teodor Stefan Bildea & Thomas Gorin, 2018. "Towards capturing ancillary revenue via unbundling and cross-selling," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(2), pages 102-114, April.
- Vithala R. Rao & Gary J. Russell & Hemant Bhargava & Alan Cooke & Tim Derdenger & Hwang Kim & Nanda Kumar & Irwin Levin & Yu Ma & Nitin Mehta & John Pracejus & R. Venkatesh, 2018. "Emerging Trends in Product Bundling: Investigating Consumer Choice and Firm Behavior," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 107-120, March.
- Hélène Millet, 2023. "Leveraging booking information for offer personalization and GDPR consequences," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(2), pages 152-156, April.
- Yufeng Cao & Anton J. Kleywegt & He Wang, 2022. "Network Revenue Management Under a Spiked Multinomial Logit Choice Model," Operations Research, INFORMS, vol. 70(4), pages 2237-2253, July.
- Octavian Oancea, 2020. "Optimizing airline fare structures," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(4), pages 230-233, August.
- Stacey Mumbower & Susan Hotle & Laurie A. Garrow, 2023. "Highly debated but still unbundled: The evolution of U.S. airline ancillary products and pricing strategies," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(4), pages 276-293, August.
- Amine Dadoun & Michael Defoin-Platel & Thomas Fiig & Corinne Landra & Raphaël Troncy, 2021. "How recommender systems can transform airline offer construction and retailing," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 301-315, June.
- Sumit Kunnumkal & Kalyan Talluri, 2019. "A strong Lagrangian relaxation for general discrete-choice network revenue management," Computational Optimization and Applications, Springer, vol. 73(1), pages 275-310, May.
- Thomas Fiig & Oriana Goyons & Robin Adelving & Barry Smith, 2016. "Dynamic pricing – The next revolution in RM?," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 15(5), pages 360-379, October.
- Denis Nekipelov & Vira Semenova & Vasilis Syrgkanis, 2022. "Regularised orthogonal machine learning for nonlinear semiparametric models [Efficient estimation of models with conditional moment restrictions containing unknown functions]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 233-255.
- Jean-Pierre I. Rest & Alan M. Sears & Li Miao & Lorna Wang, 2020. "A note on the future of personalized pricing: cause for concern," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(2), pages 113-118, April.
- Kevin K. Wang & Michael D. Wittman & Thomas Fiig, 2023. "Dynamic offer creation for airline ancillaries using a Markov chain choice model," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(2), pages 103-121, April.
- Nicolas Bondoux & Anh Quan Nguyen & Thomas Fiig & Rodrigo Acuna-Agost, 2020. "Reinforcement learning applied to airline revenue management," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(5), pages 332-348, October.
- Sébastien Touraine, 2021. "The industry transformation to dynamic offering," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(6), pages 611-614, December.
- Kevin K. Wang & Michael D. Wittman & Adam Bockelie, 2021. "Dynamic offer generation in airline revenue management," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(6), pages 654-668, December.
- Ali Aouad & Retsef Levi & Danny Segev, 2019. "Approximation Algorithms for Dynamic Assortment Optimization Models," Mathematics of Operations Research, INFORMS, vol. 44(2), pages 487-511, May.
- Jost Daft & Sascha Albers & Sebastian Stabenow, 2021. "From product-oriented flight providers to customer-centric retailers: a dynamic offering framework and implementation guidelines for airlines," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(6), pages 615-625, December.
- Joshua A. Gerlick & Stephan M. Liozu, 2020. "Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(2), pages 85-98, April.
- Jose Blanchet & Guillermo Gallego & Vineet Goyal, 2016. "A Markov Chain Approximation to Choice Modeling," Operations Research, INFORMS, vol. 64(4), pages 886-905, August.
- Syed Asif Raza & Rafi Ashrafi & Ali Akgunduz, 2020. "A bibliometric analysis of revenue management in airline industry," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(6), pages 436-465, December.
- Michal Sznajder & Richard Ratliff & Cuneyd Kaya, 2023. "A heuristic for incorporating ancillaries into air choice models with personalization (part 2: integrated multinomial logit and hedonic regression models)," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(2), pages 140-151, April.
- Xi Chen & Zachary Owen & Clark Pixton & David Simchi-Levi, 2022. "A Statistical Learning Approach to Personalization in Revenue Management," Management Science, INFORMS, vol. 68(3), pages 1923-1937, March.
- 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.
- Michael D. Wittman & Peter P. Belobaba, 2017. "Personalization in airline revenue management – Heuristics for real-time adjustment of availability and fares," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 16(4), pages 376-396, August.
- Rouncivell, Adam & Timmis, Andrew J. & Ison, Stephen G., 2018. "Willingness to pay for preferred seat selection on UK domestic flights," Journal of Air Transport Management, Elsevier, vol. 70(C), pages 57-61.
- Michael D. Wittman & Peter P. Belobaba, 2018. "Customized dynamic pricing of airline fare products," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(2), pages 78-90, April.
- William L. Cooper & Tito Homem-de-Mello & Anton J. Kleywegt, 2006. "Models of the Spiral-Down Effect in Revenue Management," Operations Research, INFORMS, vol. 54(5), pages 968-987, October.
- Guillermo Gallego & Ruxian Wang, 2014. "Multiproduct Price Optimization and Competition Under the Nested Logit Model with Product-Differentiated Price Sensitivities," Operations Research, INFORMS, vol. 62(2), pages 450-461, April.
- Michael Byrd & Ross Darrow, 2021. "A note on the advantage of context in Thompson sampling," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 316-321, June.
- Mumbower, Stacey & Garrow, Laurie A. & Newman, Jeffrey P., 2015. "Investigating airline customers’ premium coach seat purchases and implications for optimal pricing strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 73(C), pages 53-69.
- Ben Vinod & Richard Ratliff & Vikram Jayaram, 2018. "An approach to offer management: maximizing sales with fare products and ancillaries," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(2), pages 91-101, April.
- Yanbin Long & Peter Belobaba, 2024. "Airline revenue management with segmented continuous pricing: methods and competitive effects," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 23(1), pages 14-27, February.
- Arnoud V. den Boer & Bert Zwart, 2015. "Dynamic Pricing and Learning with Finite Inventories," Operations Research, INFORMS, vol. 63(4), pages 965-978, August.
- Michael D Wittman & Peter P Belobaba, 2017. "Dynamic availability of fare products with knowledge of customer characteristics," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 16(2), pages 201-217, April.
- Shuai Shao & Göran Kauermann, 2020. "Understanding price elasticity for airline ancillary services," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(1), pages 74-82, February.
- Daniel Schubert & Christa Sys & Rosário Macário, 2022. "Customized airline offer management: a conceptual architecture," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(5), pages 553-563, October.
- Garrow, Laurie A. & Hotle, Susan & Mumbower, Stacey, 2012. "Assessment of product debundling trends in the US airline industry: Customer service and public policy implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(2), pages 255-268.
- Arinbjörn Kolbeinsson & Naman Shukla & Akhil Gupta & Lavanya Marla & Kartik Yellepeddi, 2022. "Galactic Air Improves Ancillary Revenues with Dynamic Personalized Pricing," Interfaces, INFORMS, vol. 52(3), pages 233-249, May.
- Ødegaard, Fredrik & Wilson, John G., 2016. "Dynamic pricing of primary products and ancillary services," European Journal of Operational Research, Elsevier, vol. 251(2), pages 586-599.
- Janusz M. Meylahn & Arnoud V. den Boer, 2022. "Learning to Collude in a Pricing Duopoly," Manufacturing & Service Operations Management, INFORMS, vol. 24(5), pages 2577-2594, September.
- Adam Bockelie & Peter Belobaba, 2017. "Incorporating ancillary services in airline passenger choice models," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 16(6), pages 553-568, December.
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