IDEAS home Printed from https://ideas.repec.org/a/pjm/journl/vxiy2006i1p5-25.html
   My bibliography  Save this article

Store Patronage: The Utility Of A Multi-Method, Multi-Nomial Logistic Regression Model For Predicting Store Choice

Author

Listed:
  • Luiz Moutinho

    (University of Glasgow – Department of Business and Management.)

  • Graeme D. Hutcheson

    (University of Manchester. Management and Institutional Development Group.)

Abstract

Factor, multinomial logistic regression and cluster analyses are used in combination to provide a predictive model of store patronage behaviour for consumers in Cardiff, Wales. A subset of variables and factors that are important for consumers when choosing a supermarket were used to provide a picture of each store’s clientele. Multinomial logistic regression allowed an overall model of supermarket choice to be developed and also enabled comparisons to be made of individual supermarkets within the sample. A detailed picture of store patronage is presented along with predictions about store choice for a number of “consumer clusters”. The results demonstrate the utility of the predictive multinomial models when used in conjunction with other analytical techniques and reinforces a number of studies that have investigated patronage behaviour.

Suggested Citation

  • Luiz Moutinho & Graeme D. Hutcheson, 2006. "Store Patronage: The Utility Of A Multi-Method, Multi-Nomial Logistic Regression Model For Predicting Store Choice," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 0(1), pages 5-25.
    • Handle: RePEc:pjm:journl:v:xi:y:2006:i:1:p:5-25
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    References listed on IDEAS

    as
    1. McCurley Hortman, Sandra & Allaway, Arthur W. & Barry Mason, J. & Rasp, John, 1990. "Multisegment analysis of supermarket patronage," Journal of Business Research, Elsevier, vol. 21(3), pages 209-223, November.
    2. Eugene W. Anderson & Mary W. Sullivan, 1993. "The Antecedents and Consequences of Customer Satisfaction for Firms," Marketing Science, INFORMS, vol. 12(2), pages 125-143.
    3. I. Vermeir & P. Van Kenhove, 2004. "The Influence of Need for Closure and Perceived Time Pressure on Search Effort for Price and Promotional Information in a Grocery Shopping Context," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/267, Ghent University, Faculty of Economics and Business Administration.
    4. Paul R. Messinger & Chakravarthi Narasimhan, 1997. "A Model of Retail Formats Based on Consumers' Economizing on Shopping Time," Marketing Science, INFORMS, vol. 16(1), pages 1-23.
    5. Berthon, Pierre & Pitt, Leyland & Watson, Richard T., 1996. "Marketing communication and the world wide web," Business Horizons, Elsevier, vol. 39(5), pages 24-32.
    6. Siddhartha Chib & Edward Greenberg & Yuxin Chen, 1998. "MCMC Methods for Fitting and Comparing Multinomial Response Models," Econometrics 9802001, University Library of Munich, Germany, revised 06 May 1998.
    Full references (including those not matched with items on IDEAS)

    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. Bonfrer, André & Chintagunta, Pradeep & Dhar, Sanjay, 2022. "Retail store formats, competition and shopper behavior: A Systematic review," Journal of Retailing, Elsevier, vol. 98(1), pages 71-91.
    2. Bhatnagar, Amit & Syam, Siddhartha S., 2014. "Allocating a hybrid retailer's assortment across retail stores: Bricks-and-mortar vs online," Journal of Business Research, Elsevier, vol. 67(6), pages 1293-1302.
    3. Gauri, Dinesh Kumar & Trivedi, Minakshi & Grewal, Dhruv, 2008. "Understanding the Determinants of Retail Strategy: An Empirical Analysis," Journal of Retailing, Elsevier, vol. 84(3), pages 256-267.
    4. Wasib B Latif & Md. Aminul Islam & Idris Bin Mohd Noor, 2014. "A Conceptual Framework to Build Brand Loyalty in the Modern Marketing Environment," Journal of Asian Scientific Research, Asian Economic and Social Society, vol. 4(10), pages 547-557, October.
    5. Philipp Afèche & Mojtaba Araghi & Opher Baron, 2017. "Customer Acquisition, Retention, and Service Access Quality: Optimal Advertising, Capacity Level, and Capacity Allocation," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 674-691, October.
    6. Gian Luca Gregori & Valerio Temperini, 2013. "Il ruolo dell?e-learning nelle strategie di comunicazione delle imprese. Il caso della iGuzzini illuminazione," ECONOMIA E DIRITTO DEL TERZIARIO, FrancoAngeli Editore, vol. 2013(3), pages 421-435.
    7. Hui, Xiang & Klein, Tobias & Stahl, Konrad, 2022. "Learning from Online Ratings," CEPR Discussion Papers 17006, C.E.P.R. Discussion Papers.
    8. Rub'en Loaiza-Maya & Didier Nibbering, 2022. "Fast variational Bayes methods for multinomial probit models," Papers 2202.12495, arXiv.org, revised Oct 2022.
    9. Angulo-Ruiz, Fernando & Pergelova, Albena & Cheben, Juraj & Angulo-Altamirano, Eladio, 2016. "A cross-country study of marketing effectiveness in high-credence services," Journal of Business Research, Elsevier, vol. 69(9), pages 3636-3644.
    10. Andreas Herrmann & Michael D. Johnson, 1999. "Die Kundenzufriedenheit als Bestimmungsfaktor der Kundenbindung," Schmalenbach Journal of Business Research, Springer, vol. 51(6), pages 579-598, June.
    11. Andrew Rhodes & Jidong Zhou, 2019. "Consumer Search and Retail Market Structure," Management Science, INFORMS, vol. 67(6), pages 2607-2623, June.
    12. Teck-Chai Lau & Tat-Huei Cham & David Ching-Yat Ng, 2018. "How Susceptible are Consumers in Impulse Purchasing Ready-to-Drink Products? Evidence from Malaysia," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 8(6), pages 429-444, June.
    13. Yeung, Matthew C.H. & Ramasamy, Bala & Chen, Junsong & Paliwoda, Stan, 2013. "Customer satisfaction and consumer expenditure in selected European countries," International Journal of Research in Marketing, Elsevier, vol. 30(4), pages 406-416.
    14. Vishal Gaur & Young-Hoon Park, 2007. "Asymmetric Consumer Learning and Inventory Competition," Management Science, INFORMS, vol. 53(2), pages 227-240, February.
    15. Gaurav Khatwani & Gopal Das, 2016. "Evaluating combination of individual pre-purchase internet information channels using hybrid fuzzy MCDM technique: demographics as moderators," International Journal of Indian Culture and Business Management, Inderscience Enterprises Ltd, vol. 12(1), pages 28-49.
    16. Yanlong Guo & Jiaying Yu & Han Zhang & Zuoqing Jiang, 2022. "A Study on Cultural Context Perception in Huizhou Cultural and Ecological Reserve Based on Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    17. Brady, Michael K. & Robertson, Christopher J. & Cronin, J. Joseph, 2001. "Managing behavioral intentions in diverse cultural environments: an investigation of service quality, service value, and satisfaction for American and Ecuadorian fast-food customers," Journal of International Management, Elsevier, vol. 7(2), pages 129-149.
    18. Tae-Seung Park & Jun-Su Kim & Jiyoun Kim, 2021. "The Impact of Perceived Hapkido Service Quality on Exercise Continuation and Recommendation Intentions, with a Focus on Korean Middle and High School Students," Sustainability, MDPI, vol. 13(6), pages 1-10, March.
    19. Heribert Gierl & Gunter Gehrke, 2004. "Kundenbindung in industriellen Zuliefer-Abnehmer-Beziehungen," Schmalenbach Journal of Business Research, Springer, vol. 56(3), pages 203-236, May.
    20. Sutthipong Meeyai, 2015. "Modeling Store Patronage: A Systematic Review," International Conference on Marketing and Business Development Journal, The Bucharest University of Economic Studies, vol. 1(1), pages 40-48, July.

    More about this item

    Keywords

    (it hasn’t);

    Statistics

    Access and download statistics

    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:pjm:journl:v:xi:y:2006:i:1:p:5-25. 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: Luís Mota de Castro, Tiago Cardão-Pito, Mark Crathorne (email available below). General contact details of provider: https://edirc.repec.org/data/isutlpt.html .

    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.