Predictive Segmentation in Action - Using CHAID to Segment Loyalty Card Holders

Ahmad R. (2003) Benefit segmentation: a potentially useful technique of segmenting and targeting older consumers. International Journal of Market Research, 45, 3, pp. 373–388.

Barroso C. , & Martín E. (1999) Relational Marketing. Madrid: ESIC.

Bellizzi J.A. , & Bristol T. (2004) An assessment of supermarket loyalty cards in one major US market. Journal of Consumer Marketing, 21, 2/3, pp. 144–154.

Buchanan R.W.T. , & Gillies C.S. (1990) Value managed relationship: the key to customer retention and profitability. European Management Journal, 8, 4, pp. 523–526.

Díaz de Rada V. (2005) Measure and control of non-response in a mail survey. European Journal of Marketing, 39, 1/2, January, pp. 16–32.

Dick A.S. , & Basu K. (1994) Customer loyalty: toward an integrated conceptual framework. Journal of the Academy of Marketing Science, 22, 2, pp. 99–113.

Dréze X. , & Hoch S. (1998) Exploiting the installed base using cross-merchandising and category destination programs. International Journal of Research in Marketing, 15, pp. 459–471.

Dubinsky A.J. , Nataraajan R. , & Huang W.Y. (2005) Consumers' moral philosophies: identifying the idealist and the relativist. Journal of Business Research, 58, 12, pp. 1690–1701.

Duffy D. (1998) Customer loyalty strategies. Journal of Consumer Marketing, 15, 5, pp. 435–448.

Galguera L. , & Méndez P. (2004) An empirical approach to relationship marketing: air companies loyalty cards. ESIC Market, 119, pp. 223–256.

González-Benito O. , & González-Benito J. (2005) The role of geodemographic segmentation in retail location strategy. International Journal of Market Research, 47, 3, pp. 295–316.

Hawkins D.M. , & Kass G.V. (1982) Automatic interaction detection. In: Hawkins D.H. (ed.) Topics in Applied Multivariate Analysis. Cambridge: Cambridge University Press, pp. 269–302.

Hindmarch J. , Wells C. , & Price F. (2005) The development of a segmentation of the baby milk market. International Journal of Market Research, 47, 5, pp. 487–501.

Karolefski J. (2002) Is loyalty in the cards? Retailers need to invest in their frequent shopper programs to achieve the benefits of targeted marketing. Supermarket News, 7 October, p. 19.

Kass G. (1980) An exploratory technique for investigating large quantities of categorical data. Applied Statistics, 29, pp. 119–127.

Kim B. , Shi M. , & Srinivasan K. (2001) Reward programs and tacit collusion. Marketing Science, 20, pp. 99–120.

Kivetz R. , & Simonson I. (2002) Earning the right to indulge: effort as a determinant of customer preferences toward frequency program rewards. Journal of Marketing Research, 39, pp. 155–170.

Kopalle P.K. , & Neslin S.A. (2003) The economic viability of frequency reward programs in a strategic competitive environment. Review of Marketing Science, 1, article 1.

Kotler P. (1989) From mass marketing to mass customization. Planning Review, September-October, pp. 10–47.

Levin N. , & Zahavi J. (2001) Predictive modeling using segmentation. Journal of Interactive Marketing, 15, 2, pp. 2–22.

Lewis M. (2004) The influence of loyalty programs and short-term promotions on customer retention. Journal of Marketing Research, 41, pp. 281–292.

Magidson J. (1988) Improved statistical techniques for response modeling. Journal of Direct Marketing, 2, 4, pp. 6–18.

Magidson J. (1994) The CHAID approach to segmentation modeling: chi-squared automatic interaction detection. In: Bagozzi R.P. (ed.) Advanced Methods of Marketing Research. Cambridge, Mass.: Basil Blackwell, pp. 118–159.

Mauri C. (2003) Card loyalty, a new emerging issue in grocery retailing. Journal of Retailing and Consumer Services, 10, 1, pp. 13–25.

Nellie Mae (2002) Undergraduate Students and Credit Cards. Boston, Mass.: Nellie Mae.

Reicheld F. , & Kenny D.W. (1990) The hidden advantages of consumer retention. Journal of Retail Banking, 12, 4, pp. 19–23.

Reicheld F. , & Sasser W.E. (1990) Zero defections: quality comes to services. Harvard Business Review, September-October, pp. 105–111.

Sharp B. , & Sharp A. (1997) Loyalty programs and their impact on repeat-purchase loyalty patterns. International Journal of Research in Marketing, 14, pp. 473–486.

Shepard D. (1995) The New Direct Marketing: How to Implement a Profit-driven Database Marketing Strategy. Homewood, Ill.: Irwin.

Soman D. (1998) The illusion of delayed incentives: evaluating future effort-money transactions. Journal of Marketing Research, 35, pp. 427–438.

Uncles M. , Dowling G. , & Hammond K. (2003) Customer loyalty and customer loyalty programs. Journal of Consumer Marketing, 20, 4, pp. 294–316.

Vriens M. (2001) Market Segmentation Analytical Developments and Application Guidelines. Millward Brown IntelliQuest Technical Overview Series, March.

Wedel M. , and Kamakura W.A. (1998) Market Segmentation: Conceptual and Methodological Foundations. International Series in Quantitative Marketing. Dordrecht, the Netherlands: Kluwer Academic Publishers.

Wegner P. (1988) The object-oriented classification paradigm. In: Shiver B. , & Wegner P. (eds) Research Directions in Object-oriented Programming. Cambridge, Mass.: MIT Press, pp. 55–77.

Worthington S. (1996) Smart cards and retailers - who stands to benefit? International Journal of Retail & Distribution Management, 24, 9, pp. 27–34.

Worthington S. , & Hallsworth A. (1999) Cards in context - the comparative development of local loyalty schemes. International Journal of Retail & Distribution Management, 27, 10, pp. 420–428.

Wright C. , & Sparks L. (1999) Loyalty saturation in retailing: exploring the end of retail loyalty cards? International Journal of Retailing & Distribution Management, 10, pp. 429–439.

Zhang J. , Krishna A. , & Dhar S. (2000) The optimal choice of promotional vehicles: front loaded incentives? Management Science, 46, pp. 348–362.