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Exploring price tolerance in online retail: A comparative analysis of price comparison website use and repeat purchases

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  • Jan Berends

    (University of Duisburg-Essen)

  • Torsten J. Gerpott

    (University of Duisburg-Essen)

Abstract

The present empirical study is the first research to examine how the price tolerance of online buyers correlates with price comparison website (PCW) usage and customer relationship status (CRS). Longitudinal sales data of power tools and household appliances in 8,097 transactions from a German online shop and scraped PCW price data over a 6-months period in 2021 are used for the analysis. Consumer demand falls on average by around 80% per less favorable PCW rank. In addition, PCW (new) customers show significantly less price tolerance than organic (existing) customers. A small but significant interaction effect induces that the correlation of CRS and price tolerance is stronger for organic than for PCW customers.

Suggested Citation

  • Jan Berends & Torsten J. Gerpott, 2025. "Exploring price tolerance in online retail: A comparative analysis of price comparison website use and repeat purchases," Electronic Commerce Research, Springer, vol. 25(4), pages 3165-3185, August.
    • Handle: RePEc:spr:elcore:v:25:y:2025:i:4:d:10.1007_s10660-023-09791-5
    DOI: 10.1007/s10660-023-09791-5
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    1. David Martin-Consuegea & Angel Millan & Estrella Diaz & Eunju Ko, 2010. "The Effects of Price Salience on Consumer Perception and Purchase Intentions," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 20(2), pages 149-163, March.
    2. Peter M. Guadagni & John D. C. Little, 1983. "A Logit Model of Brand Choice Calibrated on Scanner Data," Marketing Science, INFORMS, vol. 2(3), pages 203-238.
    3. Polo, Yolanda & Sese, F. Javier & Verhoef, Peter C., 2011. "The Effect of Pricing and Advertising on Customer Retention in a Liberalizing Market," Journal of Interactive Marketing, Elsevier, vol. 25(4), pages 201-214.
    4. Caminal, Ramon & Claici, Adina, 2007. "Are loyalty-rewarding pricing schemes anti-competitive?," International Journal of Industrial Organization, Elsevier, vol. 25(4), pages 657-674, August.
    5. Junhong Chu & Pradeep Chintagunta & Javier Cebollada, 2008. "Research Note—A Comparison of Within-Household Price Sensitivity Across Online and Offline Channels," Marketing Science, INFORMS, vol. 27(2), pages 283-299, 03-04.
    6. Clara Koetz, 2019. "Managing the customer experience: a beauty retailer deploys all tactics," Post-Print hal-02057755, HAL.
    7. Stephan Seiler, 2013. "The impact of search costs on consumer behavior: A dynamic approach," Quantitative Marketing and Economics (QME), Springer, vol. 11(2), pages 155-203, June.
    8. Kukar-Kinney, Monika & Ridgway, Nancy M. & Monroe, Kent B., 2012. "The Role of Price in the Behavior and Purchase Decisions of Compulsive Buyers," Journal of Retailing, Elsevier, vol. 88(1), pages 63-71.
    9. Ryan Rahinel & Rohini Ahluwalia, 2015. "Attention Modes and Price Importance: How Experiencing and Mind-Wandering Influence the Prioritization of Changeable Stimuli," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 42(2), pages 214-234.
    10. Erik Brynjolfsson & Yu (Jeffrey) Hu & Duncan Simester, 2011. "Goodbye Pareto Principle, Hello Long Tail: The Effect of Search Costs on the Concentration of Product Sales," Management Science, INFORMS, vol. 57(8), pages 1373-1386, August.
    11. Nita Umashankar & Yashoda Bhagwat & V. Kumar, 2017. "Do loyal customers really pay more for services?," Journal of the Academy of Marketing Science, Springer, vol. 45(6), pages 807-826, November.
    12. Ganesh Iyer & Amit Pazgal, 2003. "Internet Shopping Agents: Virtual Co-Location and Competition," Marketing Science, INFORMS, vol. 22(1), pages 85-106, November.
    13. Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi & Maria Ana Vitorino, 2008. "Category Pricing with State-Dependent Utility," Marketing Science, INFORMS, vol. 27(3), pages 417-429, 05-06.
    14. Torsten J. Gerpott & Jan Berends, 2022. "Competitive pricing on online markets: a literature review," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(6), pages 596-622, December.
    15. Yu, Shu-Fen, 2008. "Price perception of online airline ticket shoppers," Journal of Air Transport Management, Elsevier, vol. 14(2), pages 66-69.
    16. Matti J. Haverila & Kai Haverila & Caitlin McLaughlin & Hailey Tran, 2022. "The impact of tangible and intangible rewards on online loyalty program, brand engagement, and attitudinal loyalty," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(1), pages 64-81, March.
    17. David Ronayne, 2021. "Price Comparison Websites," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(3), pages 1081-1110, August.
    18. Sarkar, Subhro & Chauhan, Sumedha & Khare, Arpita, 2020. "A meta-analysis of antecedents and consequences of trust in mobile commerce," International Journal of Information Management, Elsevier, vol. 50(C), pages 286-301.
    19. Erik Brynjolfsson & Michael D. Smith, 2000. "Frictionless Commerce? A Comparison of Internet and Conventional Retailers," Management Science, INFORMS, vol. 46(4), pages 563-585, April.
    20. Ratchford, Brian T., 2009. "Online Pricing: Review and Directions for Research," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 82-90.
    21. Kim, Yeolib & Peterson, Robert A., 2017. "A Meta-analysis of Online Trust Relationships in E-commerce," Journal of Interactive Marketing, Elsevier, vol. 38(C), pages 44-54.
    22. Nastasoiu, Alina & Vandenbosch, Mark, 2019. "Competing with loyalty: How to design successful customer loyalty reward programs," Business Horizons, Elsevier, vol. 62(2), pages 207-214.
    23. Han, Haipeng & Lien, Donald & Lien, Jaimie W. & Zheng, Jie, 2022. "Online or face-to-face? Competition among MOOC and regular education providers," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 857-881.
    24. Lhoest-Snoeck, Sietske & van Nierop, Erjen & Verhoef, Peter C., 2014. "For New Customers Only: A Study on the Effect of Acquisition Campaigns on a Service Company's Existing Customers' CLV," Journal of Interactive Marketing, Elsevier, vol. 28(3), pages 210-224.
    25. Kim, Myung-Ja & Chung, Namho & Lee, Choong-Ki, 2011. "The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea," Tourism Management, Elsevier, vol. 32(2), pages 256-265.
    26. John G. Lynch , Jr. & Dan Ariely, 2000. "Wine Online: Search Costs Affect Competition on Price, Quality, and Distribution," Marketing Science, INFORMS, vol. 19(1), pages 83-103, April.
    27. Niedrich, Ronald W & Sharma, Subhash & Wedell, Douglas H, 2001. "Reference Price and Price Perceptions: A Comparison of Alternative Models," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(3), pages 339-354, December.
    28. Eric K. Clemons & Il-Horn Hann & Lorin M. Hitt, 2002. "Price Dispersion and Differentiation in Online Travel: An Empirical Investigation," Management Science, INFORMS, vol. 48(4), pages 534-549, April.
    29. Alford, Bruce L. & Biswas, Abhijit, 2002. "The effects of discount level, price consciousness and sale proneness on consumers' price perception and behavioral intention," Journal of Business Research, Elsevier, vol. 55(9), pages 775-783, September.
    30. Chuah, Stephanie Hui-Wen & Marimuthu, Malliga & Kandampully, Jay & Bilgihan, Anil, 2017. "What drives Gen Y loyalty? Understanding the mediated moderating roles of switching costs and alternative attractiveness in the value-satisfaction-loyalty chain," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 124-136.
    31. Ford, Weixing & Li, Yixiu & Zheng, Jie, 2021. "Numbers of bricks and clicks: Price competition between online and offline stores," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 420-440.
    32. Ebru Tümer Kabadayý & Ýnci Aygün, 2007. "Determinants Of Brand Loyalty And The Link Between Brand Loyalty And Price Tolerance," Bogazici Journal, Review of Social, Economic and Administrative Studies, Bogazici University, Department of Economics, vol. 21(1+2), pages 21-35.
    33. Scott A. Neslin & Caroline Henderson & John Quelch, 1985. "Consumer Promotions and the Acceleration of Product Purchases," Marketing Science, INFORMS, vol. 4(2), pages 147-165.
    34. Stangl, Brigitte & Kastner, Margit & Prayag, Girish, 2017. "Pay-what-you-want for high-value priced services: Differences between potential, new, and repeat customers," Journal of Business Research, Elsevier, vol. 74(C), pages 168-174.
    35. Lakshman Krishnamurthi & S. P. Raj, 1991. "An Empirical Analysis of the Relationship Between Brand Loyalty and Consumer Price Elasticity," Marketing Science, INFORMS, vol. 10(2), pages 172-183.
    36. Ganesh Iyer & Amit Pazgal, 2003. "Erratum: Internet Shopping Agents: Virtual Co-Location and Competition," Marketing Science, INFORMS, vol. 22(2), pages 271-271, November.
    37. Stephan Seiler, 2013. "The impact of search costs on consumer behavior: A dynamic approach," Quantitative Marketing and Economics (QME), Springer, vol. 11(2), pages 155-203, June.
    38. Bodur, H. Onur & Klein, Noreen M. & Arora, Neeraj, 2015. "Online Price Search: Impact of Price Comparison Sites on Offline Price Evaluations," Journal of Retailing, Elsevier, vol. 91(1), pages 125-139.
    39. Kalyanaram, Gurumurthy & Little, John D C, 1994. "An Empirical Analysis of Latitude of Price Acceptance in Consumer Package Goods," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(3), pages 408-418, December.
    40. Ezlika Ghazali & Bang Nguyen & Dilip S. Mutum & Amrul Asraf Mohd-Any, 2016. "Constructing online switching barriers: examining the effects of switching costs and alternative attractiveness on e-store loyalty in online pure-play retailers," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 157-171, May.
    41. Goutam Dutta & Krishnendranath Mitra, 2017. "A literature review on dynamic pricing of electricity," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(10), pages 1131-1145, October.
    42. Antal, Miklós, 2020. "A “parasite market”: A competitive market of energy price comparison websites reduces consumer welfare," Energy Policy, Elsevier, vol. 138(C).
    43. Manzur, Enrique & Olavarrieta, Sergio & Hidalgo, Pedro & Farías, Pablo & Uribe, Rodrigo, 2011. "Store brand and national brand promotion attitudes antecedents," Journal of Business Research, Elsevier, vol. 64(3), pages 286-291, March.
    44. Canova, Luciano & Nicolini, Marcella, 2019. "Online price search across desktop and mobile devices: Evidence on cyberslacking and weather effects," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 32-39.
    45. Gerald Häubl & Valerie Trifts, 2000. "Consumer Decision Making in Online Shopping Environments: The Effects of Interactive Decision Aids," Marketing Science, INFORMS, vol. 19(1), pages 4-21, May.
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