Abstract
Capitalizing on a large-scale field experimental dataset involving 1,254 airline customers, this study introduces customer inoculation as a new, proactive strategy for mitigating the negative consequences that service failures have on customer satisfaction. Results confirm that customer inoculation eases the decrease in satisfaction when customers experience a service failure. Additional analyses indicate that customer inoculation does not harm customer satisfaction if no service failure occurs. This finding sets inoculation apart from expectation management and underscores the potential inoculation has for marketing practice. Furthermore, contrary to traditional recovery strategies for addressing service failures, customer inoculation operates in advance of a service failure and thereby circumvents potential drawbacks of traditional strategies. In sum, customer inoculation represents a novel strategy for addressing service failures with respect to existing marketing literature and expands the scope of action for companies when they cannot avoid offering occasionally flawed services.
Similar content being viewed by others
References
Aiken, L. S., Stein, J. A., Bentler, P. M., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park: Sage Publications.
Aiken, L. S., Stein, J. A., & Bentler, P. M. (1994). Structural equation analyses of clinical subpopulation differences and comparative treatment outcomes: characterizing the daily lives of drug addicts. Journal of Consulting and Clinical Psychology, 62(3), 488–99.
Anderson, E. W. (1996). Customer satisfaction and price tolerance. Marketing Letters, 7(3), 265–274.
Anderson, E. W., Fornell, C., & Rust, R. T. (1997). Customer satisfaction, productivity, and profitability: differences between goods and services. Marketing Science, 16(2), 129–145.
Anderson, E. W., & Mansi, S. A. (2009). Does customer satisfaction matter to investors? findings from the bond market. Journal of Marketing Research, 46(5), 703-714.
Augustin, C., & Singh, J. (2005). Curvilinear effects of consumer loyalty determinants in relational exchanges. Journal of Marketing Research, 42(1), 96–108.
Banas, J. A., & Rains, S. A. (2010). A meta-analysis of research on inoculation theory. Communication Monographs, 77(3), 281–311.
Bechwati, N. N., & Siegal, W. S. (2005). The impact of the prechoice process on product returns. Journal of Marketing Research, 42(3), 358–367.
Bither, S. W., Dolich, I. J., & Nell, E. B. (1971). The application of attitude immunization techniques in marketing. Journal of Marketing Research, 18(1), 56–61.
Bitner, M. J. (1990). Evaluating service encounters: the effects of physical surroundings and employee responses. Journal of Marketing, 54(2), 69–82.
Bougie, J., Roger, G., Rik, P., & Marcel, Z. (2003). Angry customers don’t come back, they get back: the experience and behavioral implications of anger and dissatisfaction in services. Journal of the Academy of Marketing Science, 31(4), 377–393.
Boulding, W., Kalra, A., Staelin, R., & Zeithaml, V. A. (1993). A dynamic process model of service quality: from expectations to behavioral intentions. Journal of Marketing Research, 30(1), 7–27.
Boulding, W., Kalra, A., & Staelin, R. (1999). The quality double whammy. Marketing Science, 18(4), 463–484.
Burgoon, M., Pfau, M., & Birk, T. S. (1995). An inoculation theory explanation for the effect of corporate issue/advocacy advertising campaigns. Communication Research, 22(4), 485–505.
Burnett, J. J., & Dunne, P. M. (1986). An appraisal of the use of student subjects in marketing research. Journal of Business Research, 14(1), 329–343.
Celsi, R. L., & Olson, J. C. (1988). The role of involvement and in attention and comprehension processes. Journal of Consumer Research, 15(2), 210–224.
Chan, K. W., Yim, C. K., & Lam, S. S. (2010). Is customer participation in value creation a double-edged sword? evidence from professional financial services across cultures. Journal of Marketing, 74(3), 48–64.
Crowley, A. E., & Hoyer, W. D. (1994). An integrative framework for understanding two-sided persuasion. Journal of Consumer Research, 20(4), 561–574.
Diehl, K., & Poynor, C. (2010). Great expectations?! assortment size, expectations, and satisfaction. Journal of Marketing Research, 47(2), 312–322.
Eisend, M. (2006). Two-sided advertising: a meta-analysis. International Journal of Research in Marketing, 23(2), 187–198.
Evanschitzky, H., & Wunderlich, M. (2006). An examination of moderator effects in the four-stage loyalty model. Journal of Service Research, 8(4), 330–345.
Fang, Z., Luo, X., & Jiang, M. (2013). Quantifying the dynamic effects of service recovery on customer satisfaction: evidence from Chinese mobile phone markets. Journal of Service Research, 16(3), 341–355.
Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., & Bryant, B. E. (1996). The American customer satisfaction index: nature, purpose, and findings. Journal of Marketing, 60(4), 7–18.
Fornell, C., Johnson, M. D., Anderson, E. W., Jaesung, C., Everitt Bryant, B., Sunil, M., Morgeson, F. V., III, & Krishnan, M. S. (2006). Customer satisfaction and stock prices: high returns, low risk. Journal of Marketing, 70(1), 3–14.
Fornell, C., Johnson, M. D., Anderson, E. W., Cha, J., Bryant, B. E., Rust, R. T., & Dekimpe, M. G. (2010). The effect of customer satisfaction on consumer spending growth. Journal of Marketing Research, 47(1), 28–35.
Golder, P. N., Mitra, D., & Moorman, C. (2012). What is quality? an integrative framework of processes and states. Journal of Marketing, 76(4), 1–23.
Goodman, J. K., & Irmak, C. (2013). Having versus consuming: failure to estimate usage frequency makes consumers prefer multifeature products. Journal of Marketing Research, 49(1), 44–54.
Gupta, S., & Zeithaml, V. A. (2006). Customer metrics and their impact on financial performance. Marketing Science, 25(6), 718–739.
Haisley, E., & Loewenstein, G. (2011). It’s not what you get but when you get it: the effect of gift sequence on deposit balances and customer sentiment in a commercial bank. Journal of Marketing Research, 48(1), 103–115.
Harrison, G. W., & List, J. A. (2004). Field experiments. Journal of Economic Literature, 42(4), 1009–1055.
Holbrook, A. L., Berent, M. K., Krosnick, J. A., Visser, P. S., & Boninger, D. S. (2005). Attitude importance and the accumulation of attitude-relevant knowledge in memory. Journal of Personality and Social Psychology, 88(5), 749–769.
Homburg, C., Koschate, N., & Hoyer, W. D. (2005). Do satisfied customers really pay more? a study of the relationship between customer satisfaction and willingness to pay. Journal of Marketing, 69(2), 84–96.
Homburg, C., Koschate, N., Hoyer, W. D., Wieseke, J., & Hoyer, W. D. (2009). Social identity and the service-profit chain. Journal of Marketing, 73(2), 38–54.
Howard, D. J., & Kerin, R. A. (2006). Broadening the scope of reference price advertising research: a field study of consumer shopping involvement. Journal of Marketing, 70(4), 185–204.
Irwin, J. R., & McClelland, G. H. (2001). Misleading heuristics and moderated multiple regression models. Journal of Marketing Research, 38(1), 100–109.
Ivanov, B., Michael, P., & Parker, K. A. (2009). Can inoculation withstand multiple attacks? an examination of the effectiveness of the inoculation strategy compared to the supportive and restoration strategies. Communication Research, 36(5), 655–676.
Kamins, M. A., & Assael, H. (1987). Two-sided versus one-sided appeals: a cognitive perspective on argumentation, source derogation, and the effect of disconfirming trial on belief change. Journal of Marketing Research, 24(1), 29–39.
Kamins, M. A., Assael, H., & Marks, L. J. (1987). Advertising puffery: the impact of using two-sided claims on product attitude and purchase intention. Journal of Advertising, 16(4), 6–15.
Keaveney, S. M. (1995). Customer switching behavior in service industries: an exploratory study. Journal of Marketing, 59(2), 71–82.
Kopalle, P. K., & Lehmann, D. R. (2001). Strategic management of expectations: the role of disconfirmation sensitivity and perfectionism. Journal of Marketing Research, 38(3), 386–394.
Krosnick, J. A. (1990). American’s perceptions of presidential candidates: a test of the projection hypothesis. Journal of Social Issues, 46, 159–182.
Laros, F. J. M., & Steenkamp, J.-B. E. M. (2005). Emotions in consumer behavior: a hierarchical approach. Journal of Business Research, 58(10), 1437–1445.
Lovelock, C. H., & Gummesson, E. (1983). Classifying services to gain strategic marketing insights. Journal of Marketing, 47(3), 9–20.
Lovelock, C. H., & Gummesson, E. (2004). Whither services marketing? in search of a new paradigm and fresh perspectives. Journal of Service Research, 7(1), 20–41.
Lumsdaine, A. A., & Janis, I. L. (1953). Resistance to “counterpropaganda” produced by one-sided and two-sided “propaganda” presentations. Public Opinion Quarterly, 17(3), 311–318.
Luo, X., & Homburg, C. (2007). Neglected outcomes of customer satisfaction. Journal of Marketing, 71(2), 133–149.
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7, 83–104.
Maxham, I. I. I., James, G., & Netemeyer, R. G. (2002). A longitudinal study of complaining customers' evaluations of multiple service failures and recovery efforts. Journal of Marketing, 66(4), 57–71.
McGuire, W. J. (1961). The effectiveness of supportive and refutational defenses in immunizing and restoring beliefs against persuasion. Sociometry, 24(2), 184–197.
McGuire, W. J. (1962). Persistence of the resistance to persuasion induced by various types of prior belief defenses. Journal of Abnormal and Social Psychology, 64(4), 241–248.
McGuire, W. J. (1964). Inducing resistance to persuasion: some contemporary approaches. In L. Berkowitz (Ed.), Advances in experimental social psychology vol. 1 (pp. 191–229). New York: Academic.
Michel, S., Bowen, D., & Johnston, R. (2009). Why service recovery fails - tensions among customer, employee, and process perspectives. Journal of Service Management, 20(3), 253–273.
Morgan, Neil A. and Rego Lopo L. (2006). The value of different customer satisfaction and loyalty metrics in predicting business performance. Marketing Science, 25(5).
Ng, S., & Houston, M. J. (2009). Field dependency and brand cognitive structures. Journal of Marketing Research, 46(2), 279–292.
Nyer, P. U. (2000). An investigation into whether complaining can cause increased consumer investigation. Journal of Consumer Marketing, 17(1), 9–19.
Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469.
Oliver, R. L. (1993). Cognitive, affective, and attribute bases of the satisfaction response. Journal of Consumer Research, 20(3), 418–430.
Oliver, R. L. (1997). Satisfaction: a behavioral perspective on the consumer. New York: McGraw–Hill.
Papageorgis, D., & McGuire, W. J. (1961). The generability of immunity to persuasion produced by pre-exposure to weakened counterarguments. Journal of Abnormal and Social Psychology, 62(3), 475–481.
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4), 41–50.
Park, J.-W., & Hastak, M. (1994). Memory-based product judgments: effects of involvement at encoding and retrieval. Journal of Consumer Research, 21(4), 534–547.
Pechmann, C. (1992). Predicting when two-sided ads will be more effective than one-sided ads: the role of correlational and correspondent inferences. Journal of Marketing Research, 29(4), 441–453.
Petty, R. E., & Cacioppo, J. T. (1979). Issue involvement can increase or decrease persuasion by enhancing message-relevant cognitive responses. Journal of Personality and Social Psychology, 37(10), 1915–1926.
Pham, M. T., Goukens, C., Lehmann, D. R., & Stuart, J. A. (2010). Shaping customer satisfaction through self- awareness cues. Journal of Marketing Research, 47(5), 920–932.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, Instruments, & Computers, 40(3), 879–891.
Pryor, B., & Steinfatt, T. M. (1978). The effects of initial belief level on inoculation theory and its proposed mechanisms. Human Communication Research, 4(3), 217–230.
Richins, M. L. (1997). Measuring emotions in the consumption experience. Journal of Consumer Research, 24(2), 127–146.
Rucker, D. D., Petty, R. E., & Brinol, P. (2008). What's in a frame anyway?: a meta-cognitive analysis of the impact of one versus two sided message framing on attitude certainty. Journal of Consumer Psychology, 18(2), 137–149.
Russell, D. W., Kahn, J. H., Spoth, R., & Altmaier, E. M. (1998). Analyzing data from experimental studies: a latent variable structural equation modeling approach. Journal of Counseling Psychology, 45, 18–29.
Rust, R. T., & Chung, T. S. (2006). Marketing models of service and relationships. Marketing Science, 25(6), 560–580.
Rust, R. T., Chung, T. S., Jeffrey Inman, J., Jia, J., & Zahorik, A. (1999). What you don't know about customer-perceived quality: the role of customer expectation distributions. Marketing Science, 18(1), 77–92.
Rust, R. T., Chung, T. S., & Oliver, R. L. (2000). Should we delight the customer? Journal of the Academy of Marketing Science, 28(1), 86–94.
Rust, R. T., Chung, T. S., & Huang, M.-H. (2012). Optimizing service productivity. Journal of Marketing, 76(2), 47–66.
Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66(4), 507–514.
Schneider, B., Ehrhart, M. G., Mayer, D. M., Saltz, J. L., & Niles-Jolly, K. (2005). Understanding organization-customer links in service settings. Academy of Management Journal, 48(6), 1017–32.
Seiders, K., Voss, G. B., Grewal, D., & Godfrey, A. L. (2005). Do satisfied customers buy more? examining moderating influences in a retailing context. Journal of Marketing, 69(4), 26–43.
Smith, A. K., Bolton, R. N., & Wagner, J. (1999). A model of customer satisfaction with service encounters involving failure and recovery. Journal of Marketing Research, 36(3), 356–372.
Smith, A. K., Bolton, R. N., & Wagner, J. (2002). The effects of customers’ emotional responses to service failures on their recovery effort evaluations and satisfaction judgments. Journal of the Academy of Marketing Science, 30(1), 5–23.
Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models. In S. Leinhardt (Ed.), Sociological methodology (pp. 290–312). San Francisco: Jossey-Bass.
Spreng, R. A., Harrell, G. D., & Mackoy, R. D. (1995). Service recovery: impact on satisfaction and intentions. Journal of Services Marketing, 9(1), 15–23.
Sun, J., Keh, H. T., & Lee, A. Y. (2012). The effect of attribute alignability on service evaluation: the moderating role of uncertainty. Journal of Consumer Research, 39(4), 831–847.
Szybillo, G. J., & Heslin, R. (1973). Resistance to persuasion: inoculation theory in a marketing context. Journal of Marketing Research, 10(4), 396–403.
Szymanski, D. M., & Henard, D. H. (2001). Customer satisfaction: a meta-analysis of the empirical evidence. Journal of the Academy of Marketing Science, 29(1), 16–35.
Tannenbaum, P. H., Macaulay, J. R., & Norris, E. L. (1966). Principle of congruity and reduction of persuasion. Journal of Personality and Social Psychology, 3(2), 233–238.
Taylor, S. A. (1994). An assessment of the relationship between service quality and customer satisfaction in the formation of consumers’ purchase intentions. Journal of Retailing, 70(2), 163–178.
van Trijp, H. C., Hoyer, W. D., & Inman, J. J. (1996). Why switch? product category-level explanations for true variety-seeking behavior. Journal of Marketing Research, 33(3), 281–292.
Wagner, T., Lutz, R. J., & Weitz, B. A. (2009). Corporate hypocrisy: overcoming the threat of inconsistent corporate social responsibility perceptions. Journal of Marketing, 73(6), 77–91.
Wan, L. C., Hui, M. K., & Wyer, R. S., Jr. (2011). The role of relationship norms in responses to service failures. Journal of Consumer Research, 38(2), 260–277.
Westbrook, R. A., & Oliver, R. L. (1991). The dimensionality of consumption emotion patterns and consumer satisfaction. Journal of Consumer Research., 18(1), 84–91.
Wirtz, J. (2011). How to deal with customer shakedowns. Harvard Business Review, 89(4), 24.
Wirtz, J., & McColl-Kennedy, J. R. (2010). Opportunistic customer claiming during service recovery. Journal of the Academy of Marketing Science, 38(5), 654–675.
Zaichkowsky, J. L. (1985). Measuring the involvement construct. Journal of Consumer Research, 12(3), 341–352.
Zeithaml, V. A., Berry, L. L., Parasuraman, A., Parasuraman, A., & Berry, L. L. (1985). Problems and strategies in services marketing. Journal of Marketing, 49(2), 33–46.
Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1993). The nature and determinants of customer expectations of service. Journal of the Academy of Marketing Science, 21(1), 1–12.
Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31–46.
Zeithaml, V. A., Berry, L. L., Parasuraman, A., Bolton, R. N., Deighton, J., Keiningham, T. L., Lemon, K. N., & Petersen, J. A. (2006). Forward-looking focus. can firms have adaptive foresights? Journal of Service Research, 9(2), 168–183.
Author information
Authors and Affiliations
Corresponding author
Additional information
Sven Mikolon, Benjamin Quaiser, and Jan Wieseke contributed equally to this article. Author order was decided by coin flips. The authors thank Till Haumann for his very helpful comments on previous drafts of this paper.
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Mikolon, S., Quaiser, B. & Wieseke, J. Don’t try harder: using customer inoculation to build resistance against service failures. J. of the Acad. Mark. Sci. 43, 512–527 (2015). https://doi.org/10.1007/s11747-014-0398-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11747-014-0398-1