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Published in: Marketing Letters 4/2015

01-12-2015

The double benefits of consumer certainty: combining risk and range effects

Authors: Erik Maier, Robert Wilken, Florian Dost

Published in: Marketing Letters | Issue 4/2015

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Abstract

We investigate consumer certainty as an important dimension of attitude strength and explore its influence on willingness to pay (WTP) ranges. WTP ranges are defined by two thresholds (floor/minimum and ceiling/maximum reservation price); their difference indicates the degree of (un)certainty. Across five studies (online, laboratory, and field experiments plus a field survey) with more than 25,000 participants, we find that increased consumer certainty generates an asymmetric shift in the WTP thresholds, such that the floor price increases more strongly than the ceiling price, which also implies a reduction in the WTP range. Consequently, this research specifies predictions offered by choice models that use Bayesian learning. The asymmetric effects appear, irrespective of the source of uncertainty, so our study advances understanding of whether consumers differ in their behavior as a consequence of preference or product performance uncertainty.

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Footnotes
1
In turn, previous empirical findings regarding the endowment effect actually might have reflected the average of a relatively stronger increase in the floor, relative to the ceiling, price.
 
2
Previous research offers initial indications of this range-reducing effect of certainty, though without analyzing the impact on WTP thresholds separately. For example, Dost and Wilken (2012) approach the certainty–range link indirectly, showing that the WTP range for a high certainty-level commodity product is smaller than that for a low certainty-level service. Wang et al. (2007) demonstrate that performance and preference uncertainty can increase WTP ranges. Both contributions call for further empirical research on the effect of certainty on WTP ranges.
 
3
All items formulated for this pretest, as well as statistical details, are available from the authors upon request.
 
4
Items are available from the authors upon request.
 
5
The items pertaining to the two latter constructs are available from the authors upon request.
 
6
Items are available from the authors upon request.
 
7
Parameter estimates derived from both reduced samples can be obtained from the authors upon request.
 
Literature
go back to reference Bagwell, K. (2007). The economic analysis of advertising. In M. Armstrong & R. R. Porter (Eds.), Handbook of industrial organization (pp. 1701–1844). Amsterdam: North Holland. Bagwell, K. (2007). The economic analysis of advertising. In M. Armstrong & R. R. Porter (Eds.), Handbook of industrial organization (pp. 1701–1844). Amsterdam: North Holland.
go back to reference Berger, I. E., & Mitchell, A. A. (1989). The effect of advertising on attitude accessibility, attitude confidence, and the attitude-behavior relationship. Journal of Consumer Research, 16, 269–279.CrossRef Berger, I. E., & Mitchell, A. A. (1989). The effect of advertising on attitude accessibility, attitude confidence, and the attitude-behavior relationship. Journal of Consumer Research, 16, 269–279.CrossRef
go back to reference Berger, J., & Schwartz, E. M. (2011). What drives immediate and ongoing word of mouth? Journal of Marketing Research, 48(5), 869–880.CrossRef Berger, J., & Schwartz, E. M. (2011). What drives immediate and ongoing word of mouth? Journal of Marketing Research, 48(5), 869–880.CrossRef
go back to reference Birnbaum, M. H., & Stegner, S. E. (1979). Source credibility in social judgment: bias, expertise, and the judge’s point of view. Journal of Personality and Social Psychology, 37(1), 48–74.CrossRef Birnbaum, M. H., & Stegner, S. E. (1979). Source credibility in social judgment: bias, expertise, and the judge’s point of view. Journal of Personality and Social Psychology, 37(1), 48–74.CrossRef
go back to reference Burton, S., Lichtenstein, D. R., Netemeyer, R. G., & Garretson, J. A. (1998). A scale for measuring attitude toward private label products and an examination of its psychological and behavioral correlates. Journal of the Academy of Marketing Science, 26(4), 293–306.CrossRef Burton, S., Lichtenstein, D. R., Netemeyer, R. G., & Garretson, J. A. (1998). A scale for measuring attitude toward private label products and an examination of its psychological and behavioral correlates. Journal of the Academy of Marketing Science, 26(4), 293–306.CrossRef
go back to reference Byzalov, D., & Shachar, R. (2004). The risk reduction role of advertising. Quantitative Marketing & Economics, 2(4), 283–320.CrossRef Byzalov, D., & Shachar, R. (2004). The risk reduction role of advertising. Quantitative Marketing & Economics, 2(4), 283–320.CrossRef
go back to reference Cacioppo, J. T., Petty, R. E., & Kao, C. F. (1984). The efficient assessment of need for cognition. Journal of Personality Assessment, 48(3), 306–307.CrossRefPubMed Cacioppo, J. T., Petty, R. E., & Kao, C. F. (1984). The efficient assessment of need for cognition. Journal of Personality Assessment, 48(3), 306–307.CrossRefPubMed
go back to reference Cialdini, R. B., Trost, M. R., & Newsom, J. (1995). Preference for consistency: the development of a valid measure and the discovery of surprising behavioral implications. Journal of Personality and Social Psychology, 69(2), 318–328.CrossRef Cialdini, R. B., Trost, M. R., & Newsom, J. (1995). Preference for consistency: the development of a valid measure and the discovery of surprising behavioral implications. Journal of Personality and Social Psychology, 69(2), 318–328.CrossRef
go back to reference Dost, F., & Wilken, R. (2012). Measuring willingness to pay as a range, revisited: when should we care? International Journal of Research in Marketing, 29(2), 148–166.CrossRef Dost, F., & Wilken, R. (2012). Measuring willingness to pay as a range, revisited: when should we care? International Journal of Research in Marketing, 29(2), 148–166.CrossRef
go back to reference Erdem, T., & Keane, M. P. (1996). Decision-making under uncertainty: capturing dynamic brand choice processes in turbulent consumer goods markets. Marketing Science, 15(1), 1–20.CrossRef Erdem, T., & Keane, M. P. (1996). Decision-making under uncertainty: capturing dynamic brand choice processes in turbulent consumer goods markets. Marketing Science, 15(1), 1–20.CrossRef
go back to reference Erdem, T., Keane, M. P., Öncü, T. S., & Strebel, J. (2005). Learning about computers: an analysis of information search and technology choice. Quantitative Marketing and Economics, 3(3), 207–246.CrossRef Erdem, T., Keane, M. P., Öncü, T. S., & Strebel, J. (2005). Learning about computers: an analysis of information search and technology choice. Quantitative Marketing and Economics, 3(3), 207–246.CrossRef
go back to reference Erdem, T., Keane, M. P., & Sun, B. (2008). A dynamic model of brand choice when price and advertising signal product quality. Marketing Science, 27(6), 1111–1125.CrossRef Erdem, T., Keane, M. P., & Sun, B. (2008). A dynamic model of brand choice when price and advertising signal product quality. Marketing Science, 27(6), 1111–1125.CrossRef
go back to reference Fay, S., & Xie, J. (2010). The economics of buyer uncertainty: advance selling vs. probabilistic selling. Marketing Science, 29(6), 1040–1057.CrossRef Fay, S., & Xie, J. (2010). The economics of buyer uncertainty: advance selling vs. probabilistic selling. Marketing Science, 29(6), 1040–1057.CrossRef
go back to reference Fazio, R. H., & Zanna, M. P. (1978). Attitudinal qualities relating to the strength of the attitude-behavior relationship. Journal of Experimental Social Psychology, 14(4), 398–408.CrossRef Fazio, R. H., & Zanna, M. P. (1978). Attitudinal qualities relating to the strength of the attitude-behavior relationship. Journal of Experimental Social Psychology, 14(4), 398–408.CrossRef
go back to reference Fischer, G. W., Luce, M. F., & Jia, J. (2000). Attribute conflict and preference uncertainty: effects on judgment time and error. Management Science, 46(1), 88–130.CrossRef Fischer, G. W., Luce, M. F., & Jia, J. (2000). Attribute conflict and preference uncertainty: effects on judgment time and error. Management Science, 46(1), 88–130.CrossRef
go back to reference Gelman, A., & Hill, J. (2007). Data analysis using regression and multilevel/hierarchical models. Cambridge: Cambridge University Press. Gelman, A., & Hill, J. (2007). Data analysis using regression and multilevel/hierarchical models. Cambridge: Cambridge University Press.
go back to reference Godes, D., & Mayzlin, D. (2009). Firm-created word-of-mouth communication: evidence from a field test. Marketing Science, 28(4), 721–739.CrossRef Godes, D., & Mayzlin, D. (2009). Firm-created word-of-mouth communication: evidence from a field test. Marketing Science, 28(4), 721–739.CrossRef
go back to reference Grant, S. J., & Tybout, A. M. (2008). The effect of temporal frame on information considered in new product evaluation: the role of uncertainty. Journal of Consumer Research, 34(6), 897–913.CrossRef Grant, S. J., & Tybout, A. M. (2008). The effect of temporal frame on information considered in new product evaluation: the role of uncertainty. Journal of Consumer Research, 34(6), 897–913.CrossRef
go back to reference Gross, S. R., Holtz, R., & Miller, N. (1995). Attitude certainty. In R. E. Petty & J. A. Krosnick (Eds.), Attitude strength: antecedents and consequences (pp. 215–246). New York: Psychology. Gross, S. R., Holtz, R., & Miller, N. (1995). Attitude certainty. In R. E. Petty & J. A. Krosnick (Eds.), Attitude strength: antecedents and consequences (pp. 215–246). New York: Psychology.
go back to reference Isik, M. (2004). Does uncertainty affect the divergence between WTP and WTA measures? In Economics Bulletin, 4(1), 1–7. Isik, M. (2004). Does uncertainty affect the divergence between WTP and WTA measures? In Economics Bulletin, 4(1), 1–7.
go back to reference Isik, M. (2006). An experimental analysis of impacts of uncertainty and irreversibility on willingness-to-pay. Applied Economics Letters, 13(2), 67–72.CrossRef Isik, M. (2006). An experimental analysis of impacts of uncertainty and irreversibility on willingness-to-pay. Applied Economics Letters, 13(2), 67–72.CrossRef
go back to reference Jang, S., Prasad, A., & Ratchford, B. (2012). How consumers use product reviews in the purchase decision process. Marketing Letters, 23(3), 825–838.CrossRef Jang, S., Prasad, A., & Ratchford, B. (2012). How consumers use product reviews in the purchase decision process. Marketing Letters, 23(3), 825–838.CrossRef
go back to reference Krosnick, J. A., & Petty, R. E. (1995). Attitude strength: An overview. In R. E. Petty & J. A. Krosnick (Eds.), Attitude strength: antecedents and consequences (pp. 1–24). New York: Psychology. Krosnick, J. A., & Petty, R. E. (1995). Attitude strength: An overview. In R. E. Petty & J. A. Krosnick (Eds.), Attitude strength: antecedents and consequences (pp. 1–24). New York: Psychology.
go back to reference Laran, J., & Tsiros, M. (2013). An investigation of the effectiveness of uncertainty in marketing promotions involving free gifts. Journal of Marketing, 77(2), 112–123.CrossRef Laran, J., & Tsiros, M. (2013). An investigation of the effectiveness of uncertainty in marketing promotions involving free gifts. Journal of Marketing, 77(2), 112–123.CrossRef
go back to reference Lee, Y. H., & Qiu, C. (2009). When uncertainty brings pleasure: the role of prospect imageability and mental imagery. Journal of Consumer Research, 36(4), 624–633.CrossRef Lee, Y. H., & Qiu, C. (2009). When uncertainty brings pleasure: the role of prospect imageability and mental imagery. Journal of Consumer Research, 36(4), 624–633.CrossRef
go back to reference Lee, J. A., Garbarino, E., & Lerman, D. (2007). How cultural differences in uncertainty avoidance affect product perceptions. International Marketing Review, 24(3), 330–349.CrossRef Lee, J. A., Garbarino, E., & Lerman, D. (2007). How cultural differences in uncertainty avoidance affect product perceptions. International Marketing Review, 24(3), 330–349.CrossRef
go back to reference Nayakankuppam, D., & Mishra, H. (2005). The endowment effect: rose-tinted and dark-tinted glasses. Journal of Consumer Research, 32(3), 390–395.CrossRef Nayakankuppam, D., & Mishra, H. (2005). The endowment effect: rose-tinted and dark-tinted glasses. Journal of Consumer Research, 32(3), 390–395.CrossRef
go back to reference Okada, E. M. (2010). Uncertainty, risk aversion, and WTA vs. WTP. Marketing Science, 29(1), 75–84.CrossRef Okada, E. M. (2010). Uncertainty, risk aversion, and WTA vs. WTP. Marketing Science, 29(1), 75–84.CrossRef
go back to reference Petrocelli, J. V., Tormala, Z. L., & Rucker, D. D. (2007). Unpacking attitude certainty: attitude clarity and attitude correctness. Journal of Personality & Social Psychology, 92(1), 30–41.CrossRef Petrocelli, J. V., Tormala, Z. L., & Rucker, D. D. (2007). Unpacking attitude certainty: attitude clarity and attitude correctness. Journal of Personality & Social Psychology, 92(1), 30–41.CrossRef
go back to reference Rucker, D. D., & Petty, R. E. (2004). When resistance is futile: consequences of failed counterarguing for attitude certainty. Journal of Personality and Social Psychology, 86(2), 219–235.CrossRefPubMed Rucker, D. D., & Petty, R. E. (2004). When resistance is futile: consequences of failed counterarguing for attitude certainty. Journal of Personality and Social Psychology, 86(2), 219–235.CrossRefPubMed
go back to reference Rucker, D. D., Tormala, Z. L., Petty, R. E., & Briñol, P. (2014). Consumer conviction and commitment: an appraisal-based framework for attitude certainty. Journal of Consumer Psychology, 24(1), 119–136. Rucker, D. D., Tormala, Z. L., Petty, R. E., & Briñol, P. (2014). Consumer conviction and commitment: an appraisal-based framework for attitude certainty. Journal of Consumer Psychology, 24(1), 119–136.
go back to reference Rust, R. T., Inman, J. J., Jia, J., & Zahorik, A. (1999). What you don’t know about customer-perceived quality: the role of customer expectation distribution. Marketing Science, 18(1), 77–92.CrossRef Rust, R. T., Inman, J. J., Jia, J., & Zahorik, A. (1999). What you don’t know about customer-perceived quality: the role of customer expectation distribution. Marketing Science, 18(1), 77–92.CrossRef
go back to reference Salisbury, L. C., & Feinberg, F. M. (2008). Future preference uncertainty and diversification: the role of temporal stochastic inflation. Journal of Consumer Research, 35(2), 349–359.CrossRef Salisbury, L. C., & Feinberg, F. M. (2008). Future preference uncertainty and diversification: the role of temporal stochastic inflation. Journal of Consumer Research, 35(2), 349–359.CrossRef
go back to reference Schlereth, C., Eckert, C., & Skiera, B. (2012). Using discrete choice experiments to estimate willingness-to-pay intervals. Marketing Letters, 23(3), 761–776.CrossRef Schlereth, C., Eckert, C., & Skiera, B. (2012). Using discrete choice experiments to estimate willingness-to-pay intervals. Marketing Letters, 23(3), 761–776.CrossRef
go back to reference Shen, Y., Li, S., & DeMoss, M. (2012). The effect of quantitative electronic word of mouth on consumer perceived product quality. International Journal of Management & Marketing Research, 5(2), 19–29. Shen, Y., Li, S., & DeMoss, M. (2012). The effect of quantitative electronic word of mouth on consumer perceived product quality. International Journal of Management & Marketing Research, 5(2), 19–29.
go back to reference Smith, J. B., & Bristor, J. M. (1994). Uncertainty orientation: explaining differences in purchase involvement and external search. Psychology & Marketing, 11(6), 587–607.CrossRef Smith, J. B., & Bristor, J. M. (1994). Uncertainty orientation: explaining differences in purchase involvement and external search. Psychology & Marketing, 11(6), 587–607.CrossRef
go back to reference Smith, R. E., & Swinyard, W. R. (1983). Attitude-behavior consistency: the impact of product trial versus advertising. Journal of Marketing Research, 20(3), 257–267.CrossRef Smith, R. E., & Swinyard, W. R. (1983). Attitude-behavior consistency: the impact of product trial versus advertising. Journal of Marketing Research, 20(3), 257–267.CrossRef
go back to reference Thaler, R. (1985). Mental accounting and consumer choice. Marketing Science, 4(3), 199–214.CrossRef Thaler, R. (1985). Mental accounting and consumer choice. Marketing Science, 4(3), 199–214.CrossRef
go back to reference Tormala, Z. L., & Rucker, D. D. (2007). Attitude certainty: a review of past findings and emerging perspectives. Social and Personality Psychology Compass, 1(1), 469–492.CrossRef Tormala, Z. L., & Rucker, D. D. (2007). Attitude certainty: a review of past findings and emerging perspectives. Social and Personality Psychology Compass, 1(1), 469–492.CrossRef
go back to reference Tormala, Z. L., Rucker, D. D., & Seger, C. R. (2008). When increased confidence yields increased thought: a confidence-matching hypothesis. Journal of Experimental Social Psychology, 44(1), 141–147.CrossRef Tormala, Z. L., Rucker, D. D., & Seger, C. R. (2008). When increased confidence yields increased thought: a confidence-matching hypothesis. Journal of Experimental Social Psychology, 44(1), 141–147.CrossRef
go back to reference Urbany, J. E., Dickson, P. R., & Wilkie, W. L. (1989). Buyer uncertainty and information search. Journal of Consumer Research, 16(2), 208–215.CrossRef Urbany, J. E., Dickson, P. R., & Wilkie, W. L. (1989). Buyer uncertainty and information search. Journal of Consumer Research, 16(2), 208–215.CrossRef
go back to reference van Dijk, E., & van Knippenberg, D. (1996). Buying and selling exchange goods: loss aversion and the endowment effect. Journal of Economic Psychology, 17(4), 517–524.CrossRef van Dijk, E., & van Knippenberg, D. (1996). Buying and selling exchange goods: loss aversion and the endowment effect. Journal of Economic Psychology, 17(4), 517–524.CrossRef
go back to reference Wallace, D. S., Paulson, R. M., Lord, C. G., & Bond, C. F., Jr. (2005). Which behaviors do attitudes predict? Meta-analyzing the effects of social pressure and perceived difficulty. Review of General Psychology, 9(3), 214–227.CrossRef Wallace, D. S., Paulson, R. M., Lord, C. G., & Bond, C. F., Jr. (2005). Which behaviors do attitudes predict? Meta-analyzing the effects of social pressure and perceived difficulty. Review of General Psychology, 9(3), 214–227.CrossRef
go back to reference Wang, T., Venkatesh, R., & Chatterjee, R. (2007). Reservation price as a range: an incentive-compatible measurement approach. Journal of Marketing Research, 44(2), 200–213.CrossRef Wang, T., Venkatesh, R., & Chatterjee, R. (2007). Reservation price as a range: an incentive-compatible measurement approach. Journal of Marketing Research, 44(2), 200–213.CrossRef
go back to reference Weathers, D., Sharma, S., & Wood, S. L. (2007). Effects of online communication practices on consumer perceptions of performance uncertainty for search and experience goods. Journal of Retailing, 83(4), 393–401.CrossRef Weathers, D., Sharma, S., & Wood, S. L. (2007). Effects of online communication practices on consumer perceptions of performance uncertainty for search and experience goods. Journal of Retailing, 83(4), 393–401.CrossRef
go back to reference Webster, D. M., & Kruglanski, A. W. (1994). Individual differences in need for cognitive closure. Journal of Personality and Social Psychology, 67(6), 1049–1062.CrossRefPubMed Webster, D. M., & Kruglanski, A. W. (1994). Individual differences in need for cognitive closure. Journal of Personality and Social Psychology, 67(6), 1049–1062.CrossRefPubMed
go back to reference Wu, C., & Shaffer, D. R. (1987). Susceptibility to persuasive appeals as a function of source credibility and prior experience with the attitude object. Journal of Personality and Social Psychology, 52(4), 677–688.CrossRef Wu, C., & Shaffer, D. R. (1987). Susceptibility to persuasive appeals as a function of source credibility and prior experience with the attitude object. Journal of Personality and Social Psychology, 52(4), 677–688.CrossRef
go back to reference Zaichkowsky, J. L. (1994). Measuring the involvement construct. Journal of Consumer Research, 12(3), 341–352.CrossRef Zaichkowsky, J. L. (1994). Measuring the involvement construct. Journal of Consumer Research, 12(3), 341–352.CrossRef
go back to reference Zhu, F., & Zhang, X. (2010). Impact of online consumer reviews on sales: the moderating role of product and consumer characteristics. Journal of Marketing, 74(2), 133–148.CrossRef Zhu, F., & Zhang, X. (2010). Impact of online consumer reviews on sales: the moderating role of product and consumer characteristics. Journal of Marketing, 74(2), 133–148.CrossRef
Metadata
Title
The double benefits of consumer certainty: combining risk and range effects
Authors
Erik Maier
Robert Wilken
Florian Dost
Publication date
01-12-2015
Publisher
Springer US
Published in
Marketing Letters / Issue 4/2015
Print ISSN: 0923-0645
Electronic ISSN: 1573-059X
DOI
https://doi.org/10.1007/s11002-014-9282-5

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