Dynamic pricing in internet retail: Effects on consumer trust
Abstract
Abstract Individual‐level price discrimination, while not a new idea, is more than a theoretical possibility in the Internet age. Economic theory argues that dynamic pricing (i.e., individual‐level price discrimination) is inherently good for the profitability of the firm, because it allows the firm to capture a larger share of the consumer surplus, but anecdotal evidence from recent retail experiments with Internet‐based dynamic pricing suggests that consumers react strongly against this practice. Using a two‐dimensional conceptualization of trust, based on benevolence and competence trust, the current experiment examines how the experience of a dynamic pricing event and the direction of the pricing discrimination (i.e., whether one is offered the higher or the lower price) affects both the mean levels of trust and the weight given to the separate trust dimensions in the formation of overall trust. Because demand‐based pricing, such as dynamic pricing, is generally considered unfair, it is expected that trust levels will be lower and that more weight will be given to benevolence trust. Results show that mean benevolence trust is significantly lower (which leads to a marginal decrease in overall trust) and the weight given to benevolence trust in the formation of overall trust substantially increases. The direction‐of‐price‐discrimination effects are generally unsupported. © 2003 Wiley Periodicals, Inc.
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Ethical concerns about personalized pricing include decreased trust, price unfairness, loss of personal freedom, privacy loss, unequal distribution of power, and welfare loss.
“The debate about personalized pricing has been fed by ethical concerns, such as a decrease in trust (Garbarino and Lee 2003), price unfairness (Richards et al. 2016), loss of personal freedom (Bock 2016), privacy loss (Zuiderveen Borgesius and Poort 2017), unequal distribution of power (Seele et al. 2019), and welfare loss (Li et al. 2020).”
From A note on the future of personalized pricing: cause for concern (2020) · cites this paper as Garbarino and Lee 2003
Consumers who perceive a pricing practice to violate a social norm react negatively towards the company, such as lower purchase intentions and loss of trust.
“Consumers that perceive a pricing practice to violate a social norm, react negatively towards the company, such as lower purchase intentions (Campbell, 1999) and loss of trust (Garbarino & Lee, 2003).”
From Discrimination grounds and personalised pricing: Consumer perceptions of fairness, norm alignment, legality, and trust in markets (2024) · cites this paper as Garbarino & Lee, 2003
Unfairness perceptions may lead to decreased consumer trust in the digital market and less intention to participate in the digital market.
“Unfairness perceptions, in turn, may have far-reaching consequences, such as a decrease in consumers' trust in the digital market, as well as less intention to participate in the digital market (Garbarino & Lee, 2003).”
From Discrimination grounds and personalised pricing: Consumer perceptions of fairness, norm alignment, legality, and trust in markets (2024) · cites this paper as Garbarino & Lee, 2003
Cites
The Economic Institutions of Capitalism
Dugger, W. M. (1987) · Journal of Economic Issues · doi:10.1080/00213624.1987.11504638 · Cited by 14,872 · see citing works
The Economic Institutions of Capitalism
(1986) · The Antitrust Bulletin · doi:10.1177/0003603x8603100308 · Cited by 10,977 · see citing works
An integrative model of organizational trust
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995) · The Academy of Management Review · doi:10.2307/258792 · Cited by 10,736 · see citing works
Developing buyer-seller relationships
Dwyer, F. R., Schurr, P. H., & Oh, S. (1987) · Journal of Marketing · doi:10.1177/002224298705100202 · Cited by 9,139 · see citing works
Affect and Cognition Based Trust as Foundations for Interpersonal Cooperation in Organizations
McAllister, D. J. (1995) · Academy of Management Journal · doi:10.2307/256727 · Cited by 7,346 · see citing works
Determinants of Long-Term Orientation in Buyer-Seller Relationships
Ganesan, S. (1994) · Journal of Marketing · doi:10.1177/002224299405800201 · Cited by 6,741 · see citing works
The Different Roles of Satisfaction, Trust, and Commitment in Customer Relationships
Garbarino, E., & Johnson, M. S. (1999) · Journal of Marketing · doi:10.1177/002224299906300205 · Cited by 4,899 · see citing works
Self-citationRelationship Quality in Services Selling: An Interpersonal Influence Perspective
Crosby, L. A., Evans, K. R., & Cowles, D. (1990) · Journal of Marketing · doi:10.1177/002224299005400306 · Cited by 4,763 · see citing works
Consumer trust, value, and loyalty in relational exchanges
Sirdeshmukh, D., Singh, J., & Sabol, B. (2002) · Journal of Marketing · doi:10.1509/jmkg.66.1.15.18449 · Cited by 4,196 · see citing works
Lewis, J. D., & Weigert, A. (1985) · Social Forces · doi:10.2307/2578601 · Cited by 4,163 · see citing works
Fairness as a Constraint on Profit Seeking: Entitlements in the Market
Kahneman, D. J., Knetsch, J. L., & Thaler, R. H. (2000) · Cambridge University Press eBooks · doi:10.1017/cbo9780511803475.019 · Cited by 3,127 · see citing works
Calculativeness, Trust, and Economic Organization
Williamson, O. E. (1993) · The Journal of Law and Economics · doi:10.1086/467284 · Cited by 2,998 · see citing works
Ysander, B.-C., & Arrow, K. J. (1975) · Ekonomisk Tidskrift · doi:10.2307/3438925 · Cited by 2,600 · see citing works
Herr, P. M., Kardes, F. R., & Kim, J. (1991) · Journal of Consumer Research · doi:10.1086/208570 · Cited by 2,142 · see citing works
Feldman, J. M., & Lynch, J. G. (1988) · Journal of Applied Psychology · doi:10.1037/0021-9010.73.3.421 · Cited by 2,070 · see citing works
Price, Authority, and Trust: From Ideal Types to Plural Forms
Bradach, J. L., & Eccles, R. G. (1989) · Annual Review of Sociology · doi:10.1146/annurev.so.15.080189.000525 · Cited by 1,990 · see citing works
Trust: Making and Breaking Cooperative Relations.
Collard, D. A., & Gambetta, D. (1989) · The Economic Journal · doi:10.2307/2234217 · Cited by 1,759 · see citing works
Toward Understanding and Measuring Conditions of Trust: Evolution of a Conditions of Trust Inventory
Butler, J. K. (1991) · Journal of Management · doi:10.1177/014920639101700307 · Cited by 1,728 · see citing works
Agency and Trust Mechanisms in Consumer Satisfaction and Loyalty Judgments
Singh, J., & Sirdeshmukh, D. (2000) · Journal of the Academy of Marketing Science · doi:10.1177/0092070300281014 · Cited by 1,635 · see citing works
Price, Authority, And Trust: From Ideal Types To Plural Forms
Bradach, J. (1989) · Annual Review of Sociology · doi:10.1146/annurev.soc.15.1.97 · Cited by 1,559 · see citing works
The Effects of Supplier Fairness on Vulnerable Resellers
Kumar, N., Scheer, L. K., & Steenkamp, J. E. M. (1995) · Journal of Marketing Research · doi:10.2307/3152110 · Cited by 1,391 · see citing works
A Model of the Distributor's Perspective of Distributor-Manufacturer Working Relationships
Anderson, J. C., & Narus, J. A. (1984) · Journal of Marketing · doi:10.1177/002224298404800407 · Cited by 1,129 · see citing works
Integrating Variable Risk Preferences, Trust, and Transaction Cost Economics
Chiles, T. H., & McMackin, J. (1996) · Academy of Management Review · doi:10.5465/amr.1996.9602161566 · Cited by 1,105 · see citing works
Affect- and Cognition-Based Trust as Foundations for Interpersonal Cooperation in Organizations
McAllister, D. J. (1995) · Academy of Management Journal · doi:10.5465/256727 · Cited by 967 · see citing works
The Effect of Motivational Orientation upon Trust and Suspicion
Deutsch, M. (1960) · Human Relations · doi:10.1177/001872676001300202 · Cited by 808 · see citing works
The harassed decision maker: Time pressures, distractions, and the use of evidence.
Wright, P. R. (1974) · Journal of Applied Psychology · doi:10.1037/h0037186 · Cited by 774 · see citing works
An Attribution Explanation of the Disproportionate Influence of Unfavorable Information
Mizerski, R. W. (1982) · Journal of Consumer Research · doi:10.1086/208925 · Cited by 557 · see citing works
A Model of the Distributor's Perspective of Distributor-Manufacturer Working Relationships
Anderson, J. C., & Narus, J. A. (1984) · Journal of Marketing · doi:10.2307/1251511 · Cited by 468 · see citing works
On the fairness of pricing — An empirical survey among the general population
Frey, B. S., & Pommerehne, W. W. (1993) · Journal of Economic Behavior & Organization · doi:10.1016/0167-2681(93)90027-m · Cited by 240 · see citing works
Popular Attitudes toward Free Markets: The Soviet Union and the United States Compared
Shiller, R. J., Boycko, M., & Коробов, В. П. (1991) · American Economic Review · Cited by 159 · see citing works
Effects of Supplier Reliability and Benevolence in Business Marketing
Selnes, F., & Gønhaug, K. (2000) · Journal of Business Research · doi:10.1016/s0148-2963(99)00017-x · Cited by 121 · see citing works
Baker, W., Marn, M. V., & Zawada, C. C. (2001) · PubMed · Cited by 112 · see citing works
The use and perceived fairness of price-setting rules in the bulk electricity market
Dickson, P. R., & Kalapurakal, R. (1994) · Journal of Economic Psychology · doi:10.1016/0167-4870(94)90023-x · Cited by 94 · see citing works
Karambayya, R., Brett, J. M., & Lytle, A. L. (1992) · Academy of Management Journal · doi:10.2307/256381 · Cited by 86 · see citing works
Popular Attitudes Towards Free Markets: The Soviet Union and the United States Compared
Shiller, R. J., Boycko, M., & Korobov, V. (1990) · National Bureau of Economic Research · doi:10.3386/w3453 · Cited by 50 · see citing works
Teaching Price Discrimination: Some Clarification
Carroll, K. A., & Coates, D. (1999) · Southern Economic Journal · doi:10.2307/1061156 · Cited by 27 · see citing works
Vohs, K. D., Sengupta, J., & Dahl, D. W. (2013) · Psychological Science · doi:10.1177/0956797613502732 · Cited by 13 · see citing works
Teaching Price Discrimination: Some Clarification
Carroll, K. A., & Coates, D. (1999) · Southern Economic Journal · doi:10.1002/j.2325-8012.1999.tb00260.x · Cited by 11 · see citing works
Anti-competitive impacts of secret strategic pricing in the electricity industry
Shepherd, W. G. (1997) · The fortnightly review · Cited by 2 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The price is unfair! A conceptual framework of price fairness perceptions
Xia, L., Monroe, K. B., & Cox, J. L. (2004) · Journal of Marketing · doi:10.1509/jmkg.68.4.1.42733 · Cited by 1,474 · see citing works
Fang, Y., Qureshi, I., Sun, H., McCole, P., Ramsey, E., & Lim, K. H. (2014) · MIS Quarterly · doi:10.25300/misq/2014/38.2.04 · Cited by 770 · see citing works
Grewal, D., Hardesty, D. M., & Iyer, G. R. (2004) · Journal of Interactive Marketing · doi:10.1002/dir.20024 · Cited by 201 · see citing works
Online Privacy and the Disclosure of Cookie Use: Effects on Consumer Trust and Anticipated Patronage
Miyazaki, A. D. (2008) · Journal of Public Policy & Marketing · doi:10.1509/jppm.27.1.19 · Cited by 175 · see citing works
Consumer response to norm-breaking pricing events in e-commerce
Garbarino, E., & Maxwell, S. (2010) · Journal of Business Research · doi:10.1016/j.jbusres.2008.12.010 · Cited by 126 · see citing works
Self-citationPersonalized pricing and price fairness
Richards, T. J., Liaukonyte, J., & Streletskaya, N. A. (2016) · International Journal of Industrial Organization · doi:10.1016/j.ijindorg.2015.11.004 · Cited by 99 · see citing works
Priester, A., Robbert, T., & Roth, S. (2020) · Journal of Revenue and Pricing Management · doi:10.1057/s41272-019-00224-3 · Cited by 90 · see citing works
Clough, D. R., & Wu, A. (2022) · Academy of Management Review · doi:10.5465/amr.2020.0222 · Cited by 84 · see citing works
Seeking the perfect price: Consumer responses to personalized price discrimination in e-commerce
Hufnagel, G., Schwaiger, M., & Weritz, L. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2021.10.002 · Cited by 78 · see citing works
A note on the future of personalized pricing: cause for concern
van der Rest, J.-P. I., Sears, A. M., Miao, L., & Wang, L. (2020) · Journal of Revenue and Pricing Management · doi:10.1057/s41272-020-00234-6 · Cited by 34 · see citing works
Reinforcement Learning for Fair Dynamic Pricing
Maestre, R., Duque, J., Rubio, A., & Arevalo, J. (2019) · Advances in Intelligent Systems and Computing · doi:10.1007/978-3-030-01054-6_8 · Cited by 37 · see citing works
The Role of Retailer Trust and Word of Mouth in Buying Organic Foods in an Emerging Market
Pandey, S., & Khare, A. (2017) · Journal of Food Products Marketing · doi:10.1080/10454446.2017.1266543 · Cited by 29 · see citing works
Steiner, P. H., & Maas, P. (2018) · International Journal of Bank Marketing · doi:10.1108/ijbm-12-2016-0183 · Cited by 24 · see citing works
Heidary, K., van der Rest, J.-P., & Custers, B. (2024) · Internet Policy Review · doi:10.14763/2024.4.1809 · Cited by 7 · see citing works
- Authors
- Garbarino, E., & Lee, O. F.
- Affiliations
- Case Western Reserve University (US)
- Cleveland State University (US)
- Corresponding author
- Garbarino, Ellen
- ORCID
- Garbarino, Ellen
- Venue
- Psychology & Marketing
- Publisher
- Wiley
- Published
- 2003-05-06
- Volume
- 20
- Issue
- 6
- Pages
- 495-513
- ISSN
- 0742-6046 (ISSN-L)
- 1520-6793
- OpenAlex
- W2053907941
- Cited by
- 242
- References
- 39
- Citations by year
- 2026: 8 · 2025: 14 · 2024: 14 · 2023: 13 · 2022: 21 · 2021: 12 · 2020: 23 · 2019: 11 · 2018: 9 · 2017: 15 · 2016: 8 · 2015: 10 · 2014: 11 · 2013: 4 · 2012: 10
- FWCI
- 19.79
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychology and Marketing (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Market Behavior and Pricing
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Customer Service Quality and Loyalty
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior in Brand Consumption and Identification
- Keywords
- dynamic pricing, price discrimination, consumer trust, competence trust, online retail, consumer surplus, perceived injustice, demand-based pricing, online shopping
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