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Erschienen in: Marketing Letters 3-4/2008

01.12.2008

Putting one-to-one marketing to work: Personalization, customization, and choice

verfasst von: Neeraj Arora, Xavier Dreze, Anindya Ghose, James D. Hess, Raghuram Iyengar, Bing Jing, Yogesh Joshi, V. Kumar, Nicholas Lurie, Scott Neslin, S. Sajeesh, Meng Su, Niladri Syam, Jacquelyn Thomas, Z. John Zhang

Erschienen in: Marketing Letters | Ausgabe 3-4/2008

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Abstract

The tailoring of a firm’s marketing mix to the individual customer is the essence of one-to-one marketing. In this paper, we distinguish between two forms of one-to-one marketing: personalization and customization. Personalization occurs when the firm decides what marketing mix is suitable for the individual. It is usually based on previously collected customer data. Customization occurs when the customer proactively specifies one or more elements of his or her marketing mix. We summarize key challenges and knowledge gaps in understanding both firm and customer choices in one-to-one markets. We conclude with a summary of research opportunities.

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Fußnoten
1
While our terminology is consistent with that of others (e.g., Murthi and Sakar 2003; Syam et al. 2005), these terms are often used interchangeably in the literature.
 
3
“Personalized Marketing Software Overcomes Demand Generation Challenges in the Business-to-Consumer Marketplace,” http://​www.​l2soft.​com/​Case_​Portola.​pdf, Retrieved on Aug 09, 2007.
 
4
Infoworld—December 13, 1999, Retrieved on Aug 9, 2007.
 
5
E-week Business magazine—November 27, 2000, Retrieved on Aug 9, 2007.
 
6
Mass-customization in clothing, http://​www.​mass-customization.​de/​case.​htm, retrieved on August 10, 2007.
 
7
Mass-customization and open innovation news, March 2006, http://​mass-customization.​blogs.​com/​mass_​customization_​open_​i/​furniture_​home/​index.​html, retrieved on August 09, 2007.
 
9
Collaborative filtering uses transaction data of related previous purchases as input and, all else equal, more transaction records render more relevant recommendations.
 
Literatur
Zurück zum Zitat Amaldoss, W., & Jain, S. (2005). Pricing of conspicuous goods: A competitive analysis of social effects. Journal of Marketing Research, 42(1), 30–42.CrossRef Amaldoss, W., & Jain, S. (2005). Pricing of conspicuous goods: A competitive analysis of social effects. Journal of Marketing Research, 42(1), 30–42.CrossRef
Zurück zum Zitat Anderson, E., & Simester, D. (2007). Does demand fall when customers perceive that prices are unfair: The case of premium pricing for large sizes. Marketing Science, 27, 492–500.CrossRef Anderson, E., & Simester, D. (2007). Does demand fall when customers perceive that prices are unfair: The case of premium pricing for large sizes. Marketing Science, 27, 492–500.CrossRef
Zurück zum Zitat Arora, N., & Henderson, T. (2007). Embedded premium promotion: Why it works and how to make it more effective. Marketing Science, 26, 514–531.CrossRef Arora, N., & Henderson, T. (2007). Embedded premium promotion: Why it works and how to make it more effective. Marketing Science, 26, 514–531.CrossRef
Zurück zum Zitat Berger, C., & Piller, F. (2003). Customers as co-designers. Manufacturing Engineer, 82, 42–45 (August–September).CrossRef Berger, C., & Piller, F. (2003). Customers as co-designers. Manufacturing Engineer, 82, 42–45 (August–September).CrossRef
Zurück zum Zitat Bettman, J. R., Luce, M. F., & Payne, J. W. (1998). Constructive consumer choice processes. The Journal of Consumer Research, 25(3), 187–217. doi:10.1086/209535.CrossRef Bettman, J. R., Luce, M. F., & Payne, J. W. (1998). Constructive consumer choice processes. The Journal of Consumer Research, 25(3), 187–217. doi:10.​1086/​209535.CrossRef
Zurück zum Zitat Blattberg, R. C., Kim, B.-D., & Neslin, S. A. (2008). Database marketing: Analyzing and managing customers. New York: Springer. Blattberg, R. C., Kim, B.-D., & Neslin, S. A. (2008). Database marketing: Analyzing and managing customers. New York: Springer.
Zurück zum Zitat Chen, Y., & Zhang, J. Z. (2007). Dynamic targeted pricing with strategic consumers. Working paper. Philadelphia: Wharton School, University of Pennsylvania. Chen, Y., & Zhang, J. Z. (2007). Dynamic targeted pricing with strategic consumers. Working paper. Philadelphia: Wharton School, University of Pennsylvania.
Zurück zum Zitat Coussement, K., & Van den Poel, D. (2007). Improving customer churn prediction using emotionality indicators in emails as additional features. Working Paper. Ghent: Faculty of Economics and Business. Coussement, K., & Van den Poel, D. (2007). Improving customer churn prediction using emotionality indicators in emails as additional features. Working Paper. Ghent: Faculty of Economics and Business.
Zurück zum Zitat Dewan, R., Jing, B., & Seidmann, A. (1999) One-to-one marketing on the internet. In Proceedings 20th International Conference on Information Systems (pp 93–102). Dewan, R., Jing, B., & Seidmann, A. (1999) One-to-one marketing on the internet. In Proceedings 20th International Conference on Information Systems (pp 93–102).
Zurück zum Zitat Forman, C., Ghose, A., & Wiesenfeld, B. (2006). Examining the relationship between reviews and sales: The role of social information in electronic markets. Working Paper #06-09. New York: NYU CeDER. Forman, C., Ghose, A., & Wiesenfeld, B. (2006). Examining the relationship between reviews and sales: The role of social information in electronic markets. Working Paper #06-09. New York: NYU CeDER.
Zurück zum Zitat Ghose, A., & Huang, K.-W. (2006). Personalized pricing and quality design, working paper. New York: New York University. Ghose, A., & Huang, K.-W. (2006). Personalized pricing and quality design, working paper. New York: New York University.
Zurück zum Zitat Häubl, G., Dellaert, B. G. C., Murray, K. B., & Trifts, V. (2004). Buyer behavior in personalized shopping environments. In C.-M. Karat, J. O. Blom, & J. Karat (Eds.), Human–computer interaction series: Designing personalized user experiences in ecommerce, vol. 5 (pp. 207–229). Dordrecht: Kluwer.CrossRef Häubl, G., Dellaert, B. G. C., Murray, K. B., & Trifts, V. (2004). Buyer behavior in personalized shopping environments. In C.-M. Karat, J. O. Blom, & J. Karat (Eds.), Human–computer interaction series: Designing personalized user experiences in ecommerce, vol. 5 (pp. 207–229). Dordrecht: Kluwer.CrossRef
Zurück zum Zitat Häubl, G., & Murray, K. B. (2003). Preference construction and persistence in digital marketplaces: The role of electronic recommendation agents. Journal of Consumer Psychology, 13(1), 75–91. doi:10.1207/153276603768344807.CrossRef Häubl, G., & Murray, K. B. (2003). Preference construction and persistence in digital marketplaces: The role of electronic recommendation agents. Journal of Consumer Psychology, 13(1), 75–91. doi:10.​1207/​1532766037683448​07.CrossRef
Zurück zum Zitat Haws, K. L., & Bearden, W. O. (2006). Dynamic pricing and consumer fairness perceptions. The Journal of Consumer Research, 33, 304–311 December doi:10.1086/508435.CrossRef Haws, K. L., & Bearden, W. O. (2006). Dynamic pricing and consumer fairness perceptions. The Journal of Consumer Research, 33, 304–311 December doi:10.​1086/​508435.CrossRef
Zurück zum Zitat Hoeffler, S., & Ariely, D. (1999). Constructing stable preferences: A look into dimensions of experience and their impact on preference stability. Journal of Consumer Psychology, 8(2), 113–139. doi:10.1207/s15327663jcp0802_01.CrossRef Hoeffler, S., & Ariely, D. (1999). Constructing stable preferences: A look into dimensions of experience and their impact on preference stability. Journal of Consumer Psychology, 8(2), 113–139. doi:10.​1207/​s15327663jcp0802​_​01.CrossRef
Zurück zum Zitat Hsee, C. K. (1996). The evaluability hypothesis: An explanation for preference reversals between joint and separate evaluations of alternatives. Organizational Behavior and Human Decision Processes, 67(3), 247–257. doi:10.1006/obhd.1996.0077.CrossRef Hsee, C. K. (1996). The evaluability hypothesis: An explanation for preference reversals between joint and separate evaluations of alternatives. Organizational Behavior and Human Decision Processes, 67(3), 247–257. doi:10.​1006/​obhd.​1996.​0077.CrossRef
Zurück zum Zitat Hsee, C. K., & Leclerc, F. (1998). Will products look more attractive when presented separately or together? The Journal of Consumer Research, 25(2), 175–186. doi:10.1086/209534.CrossRef Hsee, C. K., & Leclerc, F. (1998). Will products look more attractive when presented separately or together? The Journal of Consumer Research, 25(2), 175–186. doi:10.​1086/​209534.CrossRef
Zurück zum Zitat Jarvenpaa, S. L. (1989). The effect of task demands and graphical format on information processing strategies. Management Science, 35(3), 285–303.CrossRef Jarvenpaa, S. L. (1989). The effect of task demands and graphical format on information processing strategies. Management Science, 35(3), 285–303.CrossRef
Zurück zum Zitat Keller, K. L. (2001). Building customer-based brand equity. Marketing Management, 10(2), 14–19. Keller, K. L. (2001). Building customer-based brand equity. Marketing Management, 10(2), 14–19.
Zurück zum Zitat Kramer, T. (2007). The effect of measurement task transparency on preference construction and evaluations of personalized recommendations. JMR, Journal of Marketing Research, 44, 224–233 May doi:10.1509/jmkr.44.2.224.CrossRef Kramer, T. (2007). The effect of measurement task transparency on preference construction and evaluations of personalized recommendations. JMR, Journal of Marketing Research, 44, 224–233 May doi:10.​1509/​jmkr.​44.​2.​224.CrossRef
Zurück zum Zitat Liechty, J., Ramaswamy, V., & Cohen, S. H. (2001). Choice menus for mass customization: An experimental approach for analyzing customer demand with an application to a web-based information service. JMR, Journal of Marketing Research, 38(2), 183–196. doi:10.1509/jmkr.38.2.183.18849.CrossRef Liechty, J., Ramaswamy, V., & Cohen, S. H. (2001). Choice menus for mass customization: An experimental approach for analyzing customer demand with an application to a web-based information service. JMR, Journal of Marketing Research, 38(2), 183–196. doi:10.​1509/​jmkr.​38.​2.​183.​18849.CrossRef
Zurück zum Zitat Lurie, N. (2004). Decision making in information-rich environments: The role of information structure. The Journal of Consumer Research, 30(March), 473–486. doi:10.1086/380283.CrossRef Lurie, N. (2004). Decision making in information-rich environments: The role of information structure. The Journal of Consumer Research, 30(March), 473–486. doi:10.​1086/​380283.CrossRef
Zurück zum Zitat Morneau, J. (2000). Dynamic pricing: who really wins? TechWeb, September 29. Morneau, J. (2000). Dynamic pricing: who really wins? TechWeb, September 29.
Zurück zum Zitat Neslin, S. A., Grewal, D., Leghorn, R., Shankar, V., Teerling, M. L., Thomas, J. S., et al. (2006). Challenges and opportunities in multichannel customer management. Journal of Service Research, 9(2), 95–112. doi:10.1177/1094670506293559.CrossRef Neslin, S. A., Grewal, D., Leghorn, R., Shankar, V., Teerling, M. L., Thomas, J. S., et al. (2006). Challenges and opportunities in multichannel customer management. Journal of Service Research, 9(2), 95–112. doi:10.​1177/​1094670506293559​.CrossRef
Zurück zum Zitat Nunes, P. F., & Kambil, A. (2001). Personalization? No thanks. Harvard Business Review, 79(4), 32–34. Nunes, P. F., & Kambil, A. (2001). Personalization? No thanks. Harvard Business Review, 79(4), 32–34.
Zurück zum Zitat Peppers, D., & Rogers, M. (1997). The one to one future. New York: Doubleday. Peppers, D., & Rogers, M. (1997). The one to one future. New York: Doubleday.
Zurück zum Zitat Peppers, D., Rogers, M., & Dorf, B. (1999). Is your company ready for one to one marketing? Harvard Business Review, 77(1), 151–160. Peppers, D., Rogers, M., & Dorf, B. (1999). Is your company ready for one to one marketing? Harvard Business Review, 77(1), 151–160.
Zurück zum Zitat Rossi, P. E., McCulloch, R. E., & Allenby, G. M. (1996). The value of purchase history data in target marketing. Marketing Science, 15(4), 321–340. Rossi, P. E., McCulloch, R. E., & Allenby, G. M. (1996). The value of purchase history data in target marketing. Marketing Science, 15(4), 321–340.
Zurück zum Zitat Shaffer, G., & Zhang, Z. J. (1995). Competitive coupon targeting. Marketing Science, 14, 395–416. Shaffer, G., & Zhang, Z. J. (1995). Competitive coupon targeting. Marketing Science, 14, 395–416.
Zurück zum Zitat Shaffer, G., & Zhang, Z. J. (2000). Pay to switch or pay to stay: Preference based price discrimination in markets with switching costs. Journal of Economics & Management Strategy, 9, 397–424. doi:10.1162/105864000567918.CrossRef Shaffer, G., & Zhang, Z. J. (2000). Pay to switch or pay to stay: Preference based price discrimination in markets with switching costs. Journal of Economics & Management Strategy, 9, 397–424. doi:10.​1162/​105864000567918.CrossRef
Zurück zum Zitat Simonson, I., & Tversky, A. (1992). Choice in context: Tradeoff contrast and extremeness aversion. JMR, Journal of Marketing Research, 29, 281–295 August doi:10.2307/3172740.CrossRef Simonson, I., & Tversky, A. (1992). Choice in context: Tradeoff contrast and extremeness aversion. JMR, Journal of Marketing Research, 29, 281–295 August doi:10.​2307/​3172740.CrossRef
Zurück zum Zitat Sujan, M. (1985). Consumer knowledge: Effects on evaluation strategies mediating consumer judgments. The Journal of Consumer Research, 12, 31–46 June. doi:10.1086/209033.CrossRef Sujan, M. (1985). Consumer knowledge: Effects on evaluation strategies mediating consumer judgments. The Journal of Consumer Research, 12, 31–46 June. doi:10.​1086/​209033.CrossRef
Zurück zum Zitat Syam, N., Krishnamurthy, P., & Hess, J. D. (2007). That’s what I thought I wanted? Miswanting and regret for a standard good in a mass customized world. Marketing Science, 27, 379–397.CrossRef Syam, N., Krishnamurthy, P., & Hess, J. D. (2007). That’s what I thought I wanted? Miswanting and regret for a standard good in a mass customized world. Marketing Science, 27, 379–397.CrossRef
Zurück zum Zitat Tezinde, T., Smith, B., & Murphy, J. (2002). Getting permission: Exploring factors affecting permission marketing. Journal of Interactive Marketing, 16(4), 28–36. doi:10.1002/dir.10041.CrossRef Tezinde, T., Smith, B., & Murphy, J. (2002). Getting permission: Exploring factors affecting permission marketing. Journal of Interactive Marketing, 16(4), 28–36. doi:10.​1002/​dir.​10041.CrossRef
Zurück zum Zitat Thaler, R. H., & Benartzi, S. (2004). Save more tomorrow™: Using behavioral economics to increase employee saving. The Journal of Political Economy, 112(1), S164–S187. doi:10.1086/380085.CrossRef Thaler, R. H., & Benartzi, S. (2004). Save more tomorrow™: Using behavioral economics to increase employee saving. The Journal of Political Economy, 112(1), S164–S187. doi:10.​1086/​380085.CrossRef
Zurück zum Zitat Thisse, J.-F., & Vives, X. (1988). On the strategic choice of spatial price policy. American Economic Review, 78(1), 122–137. Thisse, J.-F., & Vives, X. (1988). On the strategic choice of spatial price policy. American Economic Review, 78(1), 122–137.
Zurück zum Zitat Zhang, J., & Wedel, M. (2007). The effectiveness of customized promotions in online and offline stores. Working paper. Baltimore: University of Maryland. Zhang, J., & Wedel, M. (2007). The effectiveness of customized promotions in online and offline stores. Working paper. Baltimore: University of Maryland.
Metadaten
Titel
Putting one-to-one marketing to work: Personalization, customization, and choice
verfasst von
Neeraj Arora
Xavier Dreze
Anindya Ghose
James D. Hess
Raghuram Iyengar
Bing Jing
Yogesh Joshi
V. Kumar
Nicholas Lurie
Scott Neslin
S. Sajeesh
Meng Su
Niladri Syam
Jacquelyn Thomas
Z. John Zhang
Publikationsdatum
01.12.2008
Verlag
Springer US
Erschienen in
Marketing Letters / Ausgabe 3-4/2008
Print ISSN: 0923-0645
Elektronische ISSN: 1573-059X
DOI
https://doi.org/10.1007/s11002-008-9056-z

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