IDEAS home Printed from https://ideas.repec.org/a/pal/jofsma/v26y2021i3d10.1057_s41264-021-00091-3.html
   My bibliography  Save this article

Business cycles influences upon customer cross-buying behavior in the case of financial services

Author

Listed:
  • Samy Mansouri

    (Université Paris Dauphine-PSL)

Abstract

Customer cross-buying behavior (CCBB) still represents a key marketing topic for professionals and academics. Marketing research identified several customer cross-buying determinants during the last few decades. However, some studies have pointed out that research remains silent about potential business cycles influences upon CCBB. Building on business cycles influences upon motivational orientations, this investigation extends previous literature on CCBB performing a longitudinal study on a bancassurance leader database. Combining transactional data and aggregated perceived measure of the economic environment, this research elucidates how business cycles influence CCBB in the case of financial services. The statistical model used, accounts simultaneously for business cycles global effects and unobserved heterogeneity. The results confirm that business cycles, economic contractions and expansions, exercise significant and various influences on CCBB. In addition to overcoming a theoretical gap, findings provide novel insights for practitioners who should consider business cycles when designing cross-selling strategies.

Suggested Citation

  • Samy Mansouri, 2021. "Business cycles influences upon customer cross-buying behavior in the case of financial services," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 26(3), pages 181-201, September.
  • Handle: RePEc:pal:jofsma:v:26:y:2021:i:3:d:10.1057_s41264-021-00091-3
    DOI: 10.1057/s41264-021-00091-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41264-021-00091-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1057/s41264-021-00091-3?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. Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994. "Does Consumer Sentiment Forecast Household Spending? If So, Why?," American Economic Review, American Economic Association, vol. 84(5), pages 1397-1408, December.
    2. Paas, Leonard J. & Bijmolt, Tammo H.A. & Vermunt, Jeroen K., 2007. "Acquisition patterns of financial products: A longitudinal investigation," Journal of Economic Psychology, Elsevier, vol. 28(2), pages 229-241, April.
    3. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    4. Geoffrey Soutar & Steven Cornish-Ward, 1997. "Ownership patterns for durable goods and financial assets: a Rasch analysis," Applied Economics, Taylor & Francis Journals, vol. 29(7), pages 903-911.
    5. Chiung-Ju Liang & Hui-Ju Chen & Wen-Hung Wang, 2008. "Does online relationship marketing enhance customer retention and cross-buying?," The Service Industries Journal, Taylor & Francis Journals, vol. 28(6), pages 769-787, July.
    6. Prinzie, Anita & Van den Poel, Dirk, 2006. "Investigating purchasing-sequence patterns for financial services using Markov, MTD and MTDg models," European Journal of Operational Research, Elsevier, vol. 170(3), pages 710-734, May.
    7. V. Kumar & Nita Umashankar & Kihyun Hannah Kim & Yashoda Bhagwat, 2014. "Assessing the Influence of Economic and Customer Experience Factors on Service Purchase Behaviors," Marketing Science, INFORMS, vol. 33(5), pages 673-692, September.
    8. Paul-Valentin Ngobo & Aurore Ingarao, 2017. "Impact du Moral des Ménages sur la Concurrence Inter-formats : une analyse à partir de l'indice de l'INSEE," Post-Print halshs-02190577, HAL.
    9. Kathleen Cleeren & Lien Lamey & Jan‐Hinrich Meyer & Ko De Ruyter, 2016. "How Business Cycles Affect the Healthcare Sector: A Cross‐country Investigation," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 787-800, July.
    10. Jari Salo & Helen Cripps & Robert Wendelin, 2020. "Developing cross-selling capability in key corporate bank relationships: the case of a Nordic Bank," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 25(3), pages 45-52, December.
    11. Barbara Deleersnyder & Marnik G. Dekimpe & Miklos Sarvary & Philip M. Parker, 2004. "Weathering Tight Economic Times: The Sales Evolution of Consumer Durables Over the Business Cycle," Quantitative Marketing and Economics (QME), Springer, vol. 2(4), pages 347-383, December.
    12. Stafford, Edward Jr. & Kasulis, Jack J. & Lusch, Robert F., 1982. "Consumer behavior in accumulating household financial assets," Journal of Business Research, Elsevier, vol. 10(4), pages 397-417, December.
    13. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    14. Doreén Pick & Jacquelyn S. Thomas & Sebastian Tillmanns & Manfred Krafft, 2016. "Customer win-back: the role of attributions and perceptions in customers’ willingness to return," Journal of the Academy of Marketing Science, Springer, vol. 44(2), pages 218-240, March.
    15. Marnik G. Dekimpe & Barbara Deleersnyder, 2018. "Business cycle research in marketing: a review and research agenda," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 31-58, January.
    16. Luc Arrondel & Hector Calvo Pardo, 2008. "Les Français sont-ils prudents ? Patrimoine et risque sur le marché du travail," Économie et Statistique, Programme National Persée, vol. 417(1), pages 27-53.
    17. Millet, Kobe & Lamey, Lien & Van den Bergh, Bram, 2012. "Avoiding negative vs. achieving positive outcomes in hard and prosperous economic times," Organizational Behavior and Human Decision Processes, Elsevier, vol. 117(2), pages 275-284.
    18. Paas, L.J. & Bijmolt, T.H.A. & Vermunt, J.K., 2007. "Acquisition patterns of financial products : A longitudinal investigation," Other publications TiSEM 6e60376b-b689-4e76-93b8-5, Tilburg University, School of Economics and Management.
    19. Chen, Shiu-Sheng, 2011. "Lack of consumer confidence and stock returns," Journal of Empirical Finance, Elsevier, vol. 18(2), pages 225-236, March.
    20. Matsusaka, John G & Sbordone, Argia M, 1995. "Consumer Confidence and Economic Fluctuations," Economic Inquiry, Western Economic Association International, vol. 33(2), pages 296-318, April.
    21. Tsung-Chi Liu & Li-Wei Wu, 2009. "Cross-buying evaluations in the retail banking industry," The Service Industries Journal, Taylor & Francis Journals, vol. 29(7), pages 903-922, July.
    22. Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi, 2018. "Income and Wealth Effects on Private-Label Demand: Evidence from the Great Recession," Marketing Science, INFORMS, vol. 37(1), pages 22-53, January.
    23. Paul-Valentin Ngobo & Aurore Ingarao, 2017. "Impact du moral des ménages sur la concurrence inter-formats: une analyse à partir de l’indice de l’INSEE," Post-Print hal-01622084, HAL.
    24. Leonard J. Paas & Anton A.A. Kuijlen & Theo B.C. Poiesz, 2005. "Acquisition Pattern Analysis for Relationship Marketing: A Conceptual and Methodological Redefinition," The Service Industries Journal, Taylor & Francis Journals, vol. 25(5), pages 661-673, July.
    25. Bijmolt, T.H.A. & Paas, L.J. & Vermunt, J.K., 2004. "Country and consumer segmentation : Multi-level latent class analysis of financial product ownership," Other publications TiSEM fb506162-d125-4091-9083-9, Tilburg University, School of Economics and Management.
    26. Kumar, V. & George, Morris & Pancras, Joseph, 2008. "Cross-buying in retailing: Drivers and consequences," Journal of Retailing, Elsevier, vol. 84(1), pages 15-27.
    27. repec:dau:papers:123456789/1655 is not listed on IDEAS
    28. E. Philip Howrey, 2001. "The Predictive Power of the Index of Consumer Sentiment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 175-216.
    29. Evanschitzky, Heiner & Malhotra, Neeru & Wangenheim, Florian v. & Lemon, Katherine N., 2017. "Antecedents of peripheral services cross-buying behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 218-224.
    30. Paas, Leonard J., 1998. "Mokken scaling characteristic sets and acquisition patterns of durable- and financial products," Journal of Economic Psychology, Elsevier, vol. 19(3), pages 353-376, June.
    31. W. Fred Raaij, 2016. "Understanding Consumer Financial Behavior," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-54425-4, October.
    32. Wagner A. Kamakura & Bruce S. Kossar & Michel Wedel, 2004. "Identifying Innovators for the Cross-Selling of New Products," Management Science, INFORMS, vol. 50(8), pages 1120-1133, August.
    33. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    34. Reinartz, Werner & Thomas, Jacquelyn S. & Bascoul, Ganaël, 2008. "Investigating cross-buying and customer loyalty," Journal of Interactive Marketing, Elsevier, vol. 22(1), pages 5-20.
    35. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jihoon Cho & Swinder Janda, 2023. "Perception carryover in cross-buying: the role of interpurchase time and product locus," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(4), pages 809-819, December.

    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. Oppewal, Harmen & Paas, Leonard J. & Crouch, Geoffrey I. & Huybers, Twan, 2010. "Segmenting consumers based on how they spend a tax rebate: An analysis of the Australian stimulus payment," Journal of Economic Psychology, Elsevier, vol. 31(4), pages 510-519, August.
    2. Paas, Leonard J. & Bijmolt, Tammo H.A. & Vermunt, Jeroen K., 2007. "Acquisition patterns of financial products: A longitudinal investigation," Journal of Economic Psychology, Elsevier, vol. 28(2), pages 229-241, April.
    3. Ngwenya, Mthunzi A. & Paas, Leonard J., 2012. "Lifecycle effects on consumer financial product portfolios in South Africa: An exploratory analysis of four ethnic groups," Journal of Economic Psychology, Elsevier, vol. 33(1), pages 8-18.
    4. Marnik G. Dekimpe & Barbara Deleersnyder, 2018. "Business cycle research in marketing: a review and research agenda," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 31-58, January.
    5. Leonard J. Paas & Jeroen K. Vermunt & Tammo H. A. Bijmolt, 2007. "Discrete time, discrete state latent Markov modelling for assessing and predicting household acquisitions of financial products," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(4), pages 955-974, October.
    6. Paas, L.J. & Vermunt, J.K. & Bijmolt, T.H.A., 2007. "Discrete-time discrete-state latent Markov modelling for assessing and predicting household acquisitions of financial products," Other publications TiSEM 5781ab33-6687-4ad5-b57a-3, Tilburg University, School of Economics and Management.
    7. Jean-Baptiste Débordès & Gilles Caporossi & Denis Larocque, 2021. "Is my cross-promotion profitable? Evaluation of game-to-game cannibalization in free-to-play mobile games," Journal of Marketing Analytics, Palgrave Macmillan, vol. 9(3), pages 173-184, September.
    8. Paas, L.J. & Bijmolt, T.H.A. & Vermunt, J.K., 2007. "Acquisition patterns of financial products : A longitudinal investigation," Other publications TiSEM 6e60376b-b689-4e76-93b8-5, Tilburg University, School of Economics and Management.
    9. Tracey West & Andrew Worthington, 2014. "Macroeconomic Conditions and Australian Financial Risk Attitudes, 2001–2010," Journal of Family and Economic Issues, Springer, vol. 35(2), pages 263-277, June.
    10. Ravula, Prashanth & Bhatnagar, Amit & Ghose, Sanjoy, 2020. "Antecedents and consequences of cross-effects: An empirical analysis of omni-coupons," International Journal of Research in Marketing, Elsevier, vol. 37(2), pages 405-420.
    11. Paas, L.J. & Bijmolt, T.H.A. & Vermunt, J.K., 2004. "Extending dynamic segmentation with lead generation : A latent class Markov analysis of financial product portfolios," Discussion Paper 2004-1, Tilburg University, Center for Economic Research.
    12. Galariotis, Emilios & Makrichoriti, Panagiota & Spyrou, Spyros, 2018. "The impact of conventional and unconventional monetary policy on expectations and sentiment," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 1-20.
    13. Brigitte Desroches & Marc‐André Gosselin, 2004. "Evaluating Threshold Effects in Consumer Sentiment," Southern Economic Journal, John Wiley & Sons, vol. 70(4), pages 942-952, April.
    14. Joscha Beckmann & Ansgar Belke & Michael Kühl, 2012. "The cross-country importance of global sentiments—evidence for smaller EU countries," International Economics and Economic Policy, Springer, vol. 9(3), pages 245-264, September.
    15. Jihoon Cho & Swinder Janda, 2023. "Perception carryover in cross-buying: the role of interpurchase time and product locus," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(4), pages 809-819, December.
    16. Brigitte Desroches & Marc-André Gosselin, 2002. "The Usefulness of Consumer Confidence Indexes in the United States," Staff Working Papers 02-22, Bank of Canada.
    17. Robert B. Barsky & Eric R. Sims, 2012. "Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence," American Economic Review, American Economic Association, vol. 102(4), pages 1343-1377, June.
    18. Konstantinou, Panagiotis & Tagkalakis, Athanasios, 2011. "Boosting confidence: Is there a role for fiscal policy?," Economic Modelling, Elsevier, vol. 28(4), pages 1629-1641, July.
    19. Eleni Zafeiriou & Constantinos Katrakilidis & Chrysanthi Pegiou, 2019. "Consumer Confidence on Heating Oil Prices: An Empirical Study of their Relationship for European Union in a Nonlinear Framework," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 63-90.
    20. Stephen Bruestle & W. Mark Crain, 2015. "A mean-variance approach to forecasting with the consumer confidence index," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2430-2444, May.

    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:pal:jofsma:v:26:y:2021:i:3:d:10.1057_s41264-021-00091-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave.com .

    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.