Abstract
Managerial responses (MRs) have gained increasing attention as an important intervention strategy for addressing online customer reviews. This study seeks to answer the question of how a firm should prioritize responding to customers’ positive reviews (MR-P) and negative reviews (MR-N). We examine the differential effect of the MR-P ratio and the MR-N ratio on subsequent customer review ratings and a firm’s financial performance. Our findings show that while the MR-P ratio leads to an increase in subsequent customer review ratings and revenue, the MR-N ratio results in a decrease in customer review ratings and revenue in the short run, but contributes to improvements in these metrics in the long run. Furthermore, we find that the influence of MR-P and MR-N on subsequent review ratings diminishes among firms whose MRs contain highly similar content and firms whose competitors actively create MRs. This research not only advances our understanding of the managerial response literature but also provides valuable guidance for firms seeking to maximize the effectiveness of their MR campaigns.
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25 March 2024
A Correction to this paper has been published: https://doi.org/10.1007/s11747-024-01019-8
References
Ananthakrishnan, U., Proserpio, D., & Sharma, S. (2023). I hear you: Does quality improve with customer voice? Marketing Science, 42(6), 1143–1161.
Anderson, E., & Weitz, B. (1992). The use of pledges to build and sustain commitment in distribution channels. Journal of Marketing Research, 29(1), 18–34.
Ashenfelter, O., & Card, D. (1985). Using the longitudinal structure of earnings to estimate the effect of training programs. The Review of Economics and Statistics, 67(4), 648–660.
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173.
Bass, F. M., & Clarke, D. G. (1972). Testing distributed lag models of advertising effect. Journal of Marketing Research, 9(3), 298–308.
Bertrand, M., Duflo, E., & Mullainathan, S. (2004). How much should we trust differences-in-differences estimates? The Quarterly Journal of Economics, 119(1), 249–275.
Bies, R. J., & Shapiro, D. L. (1987). Interactional fairness judgments: The influence of causal accounts. Social Justice Research, 1(2), 199–218.
Blau, P. M. (1964). Exchange and Power in Social Life. Transaction.
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143.
Chen, W., Gu, B., Ye, Q., & Zhu, K. (2019). Measuring and managing the externality of managerial responses to online customer reviews. Information Systems Research, 30(1), 81–96.
Chevalier, J. A., & Mayzlin, D. (2006). The effect of word of mouth on sales: Online book reviews. Journal of Marketing Research, 43(3), 345–354.
Chevalier, J. A., Dover, Y., & Mayzlin, D. (2018). Channels of impact: User reviews when quality is dynamic and managers respond. Marketing Science, 37(5), 688–709.
Connelly, B. L., Certo, S. T., Ireland, R. D., & Reutzel, C. R. (2010). Signaling theory: A review and assessment. Journal of Management, 37(1), 39–67.
Crossan, M. M., Lane, H. W., & White, R. E. (1999). An organizational learning framework: From intuition to institution. Academy of Management Review, 24(3), 522–537.
Dellarocas, C. (2006). Strategic manipulation of internet opinion forums: Implications for consumers and firms. Management Science, 52(10), 1577–1593.
Deng, C., & Ravichandran, T. (2016). Managerial response to online compliments: Helpful or harmful? In Proceeding of Thirty Seventh International Conference on Information Systems, Dublin.
Dickey, D. A., & Fuller, W. A. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49(4), 1057–1072.
Dickinger, A., & Lalicic, L. (2014). How emotional do we get? A closer look into the trip advisor dialogue. Information and Communication Technologies in Tourism 2014 (pp. 239–252). Springer International Publishing.
Donald, S. G., & Lang, K. (2007). Inference with difference-in-differences and other panel data. The Review of Economics and Statistics, 89(2), 221–233.
Drollinger, T., Comer, L. B., & Warrington, P. T. (2006). Development and validation of the active empathetic listening scale. Psychology and Marketing, 23(2), 161–180.
Dwyer, F. R., Schurr, P. H., & Oh, S. (1987). Developing buyer-seller relationships. Journal of Marketing, 51(2), 11–27.
Ganesan, S. (1994). Determinants of long-term orientation in buyer-seller relationships. Journal of Marketing, 58(2), 1–19.
Germann, F., Ebbes, P., & Grewal, R. (2015). The chief marketing officer matters! Journal of Marketing, 79(3), 1–22.
Gilliland, S. W. (1993). The perceived fairness of selection systems: An organizational justice perspective. Academy of Management Review, 18(4), 694–734.
Golmohammadi, A., Havakhor, T., Gauri, D. K., & Comprix, J. (2021). Complaint publicization in social media. Journal of Marketing, 85(6), 1–23.
Gu, B., & Ye, Q. (2014). First step in social media: Measuring the influence of online management responses on customer satisfaction. Production and Operations Management, 23(4), 570–582.
Hanssens, D., Parsons, L. J., & Schultz, R. L. (2001). Market Response models: Econometric and Time Series Analysis. Kluwer Academic.
Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the internet? Journal of Interactive Marketing, 18(1), 38–52.
Herhausen, D., Grewal, L., Cummings, K. H., Roggeveen, A. L., Ordenes, F. V., & Grewal, D. (2023). Complaint de-escalation strategies on social media. Journal of Marketing, 87(2), 210–231.
Hess, R. L., Ganesan, S., & Klein, N. M. (2003). Service failure and recovery: The impact of relationship factors on customer satisfaction. Journal of the Academy of Marketing Science, 31(2), 127–145.
Hewett, K., Rand, W., Rust, R. T., & van Heerde, H. J. (2016). Brand buzz in the echoverse. Journal of Marketing, 80(3), 1–24.
Ho-Dac, N. N., Carson, S. J., & Moore, W. L. (2013). The effects of positive and negative online customer reviews: Do brand strength and category maturity matter? Journal of Marketing, 77(6), 37–53.
Kang, C., Germann, F., & Grewal, R. (2016). Washing away your sins? Corporate social responsibility, corporate social irresponsibility, and firm performance. Journal of Marketing, 80(2), 59–79.
Keller, K. L., Sternthal, B., & Tybout, A. (2002). Three questions you need to ask about your brand. Harvard Business Review, 80(9), 80–89.
Köhler, C., Mantrala, M. K., Albers, S., & Kanuri, V. K. (2017). A meta-analysis of marketing communication carryover effects. Journal of Marketing Research, 54(6), 990–1008.
Kumar, N., Qiu, L., & Kumar, S. (2018). Exit, voice, and response on digital platforms: An empirical investigation of online management response strategies. Information Systems Research, 29(4), 849–870.
Kwok, L., & Xie, K. L. (2016). Factors contributing to the helpfulness of online hotel reviews does manager response play a role? International Journal of Contemporary Hospitality Management, 28(10), 2156–2177.
Li, C. Y., Cui, G., & Peng, L. (2017). The signaling effect of management response in engaging customers: A study of the hotel industry. Tourism Management, 62, 42–53.
Liu, Y. (2006). Word of mouth for movies: Its dynamics and impact on box office revenue. Journal of Marketing, 70(3), 74–89.
Ma, L. Y., Sun, B. H., & Kekre, S. (2015). The squeaky wheel gets the grease-an empirical analysis of customer voice and firm intervention on twitter. Marketing Science, 34(5), 627–645.
Marinova, D., Singh, S. K., & Singh, J. (2018). Frontline problem-solving effectiveness: A dynamic analysis of verbal and nonverbal cues. Journal of Marketing Research, 55(2), 178–192.
McMains, M. J., & Lanceley, F. J. (2003). The use of crisis intervention principles by police negotiators. Journal of Police Crisis Negotiations, 3(1), 3–30.
Miller, J. L., Craighead, C. W., & Karwan, K. R. (2000). Service recovery: A framework and empirical investigation. Journal of Operations Management, 18(4), 387–400.
Min, H., Lim, Y., & Magnini, V. P. (2015). Factors affecting customer satisfaction in responses to negative online hotel reviews. Cornell Hospitality Quarterly, 56(2), 223–231.
Mohr, L. A., & Bitner, M. J. (1995). The role of employee effort in satisfaction with service transactions. Journal of Business Research, 32(3), 239–252.
Moon, S., Bergey, P. K., & Iacobucci, D. (2010). Dynamic effects among movie ratings, movie revenues, and viewer satisfaction. Journal of Marketing, 74(1), 108–121.
Morales, A. C. (2005). Giving firms an e for effort: Consumer responses to high-effort firms. Journal of Consumer Research, 31(4), 806–812.
Orsingher, C., Valentini, S., & de Angelis, M. (2010). A meta-analysis of satisfaction with complaint handling in services. Journal of the Academy of Marketing Science, 38(2), 169–186.
Palese, B., Piccoli, G., & Lui, T. W. (2021). Effective use of online review systems: Congruent managerial responses and firm competitive performance. International Journal of Hospitality Management, 96, 102976.
Palmatier, R. W., Jarvis, C. B., Bechkoff, J. R., & Kardes, F. R. (2009). The role of customer gratitude in relationship marketing. Journal of Marketing, 73(5), 1–18.
Porter, M. E. (1980). Competitive strategy. Free.
Proserpio, D., & Zervas, G. (2017). Online reputation management: Estimating the impact of management responses on consumer reviews. Marketing Science, 36(5), 645–665.
Proserpio, D., Troncoso, I., & Valsesia, F. (2021). Does gender matter? The effect of management responses on reviewing behavior. Marketing Science, 40(6), 1199–1213.
Ramsey, R. P., & Sohi, R. S. (1997). Listening to your customers: The impact of perceived salesperson listening behavior on relationship outcomes. Journal of the Academy of Marketing Science, 25(2), 127.
Rehurek, R., & Sojka, P. (2010). Software framework for topic modelling with large corpora. In Proceedings of the lrec 2010 workshop on new challenges for nlp frameworks. Citeseer.
Siret, I., & Sabadie, W. (2022). Public complaining: A blessing in disguise? Educational calling as a benevolent process that gives consumers voice on brands’ social media. Journal of Business Research, 150, 476–490.
Tax, S. S., Brown, S. W., & Chandrashekaran, M. (1998). Customer evaluations of service complaint experiences: Implications for relationship marketing. Journal of Marketing, 62(2), 60–76.
Tripadvisor (2015). 5 tips inspired by our new traveller survey. https://www.tripadvisor.co.uk/TripAdvisorInsights/w661. Accessed February 7, 2023.
van Noort, G., & Willemsen, L. M. (2012). Online damage control: The effects of proactive versus reactive webcare interventions in consumer-generated and brand-generated platforms. Journal of Interactive Marketing, 26(3), 131–140.
Van Vaerenbergh, Y., & Orsingher, C. (2016). Service recovery: An integrative framework and research agenda. Academy of Management Perspectives, 30(3), 328–346.
Vecchi, G. M., Van Hasselt, V. B., & Romano, S. J. (2005). Crisis (hostage) negotiation: Current strategies and issues in high-risk conflict resolution. Aggression and Violent Behavior, 10(5), 533–551.
Wang, Y., & Chaudhry, A. (2018). When and how managers’ responses to online reviews affect subsequent reviews. Journal of Marketing Research, 55(2), 163–177.
Weitzl, W. J., & Einwiller, S. A. (2020). Profiling (un-)committed online complainants: Their characteristics and post-webcare reactions. Journal of Business Research, 117, 740–753.
Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data. MIT Press.
Wooldridge, J. M. (2015). Introductory econometrics: A Modern Approach. Cengage Learning.
Wu, S. I., & Li, P. C. (2011). The relationships between CRM, RQ, and CLV based on different hotel preferences. International Journal of Hospitality Management, 30(2), 262–271.
Xie, K., So, K. K. F., & Wang, W. (2017). Joint effects of management responses and online reviews on hotel financial performance: A data-analytics approach. International Journal of Hospitality Management, 62, 101–110.
Ye, Q., Law, R., Gu, B., & Chen, W. (2011). The influence of user-generated content on traveler behavior: An empirical investigation on the effects of e-word-of-mouth to hotel online bookings. Computers in Human Behavior, 27(2), 634–639.
Ye, J., Marinova, D., & Singh, J. (2012). Bottom-up learning in marketing frontlines: Conceptualization, processes, and consequences. Journal of the Academy of Marketing Science, 40(6), 821–844.
Zhou, C., Albuquerque, P., & Grewal, R. (2020). Competition and firm service reliability decisions: A study of the airline industry. Journal of Marketing Research, 58(2), 377–399.
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The authors gratefully acknowledge the support from: Natural Science Foundation of China (Grant No. 72172131) awarded to Professor Jun Ye. Natural Science Foundation of Fujian Province (Grant No. 2021J01038) awarded to Professor Jun Ye. Social Science Foundation of Fujian Province (Grant No. FJ2023A009) awarded to Pro?fessor Jiajun Wu. Sanming University (Grant No. 22YG13S) awarded to Professor Jiajun Wu.
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The original online version of this article was revised: The Funding information section was missing from this article and should have read “The authors gratefully acknowledge the support from: Natural Science Foundation of China (Grant No. 72172131) awarded to Professor Jun Ye. Natural Science Foundation of Fujian Province (Grant No. 2021J01038) awarded to Professor Jun Ye. Social Science Foundation of Fujian Province (Grant No. FJ2023A009) awarded to Pro?fessor Jiajun Wu. Sanming University (Grant No. 22YG13S) awarded to Professor Jiajun Wu.”
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Wu, J., Ye, J. & Chu, J. Soothing the unsatisfied or pleasing the satisfied? The effects of managerial responses to positive versus negative reviews on customer ratings and financial performance. J. of the Acad. Mark. Sci. (2024). https://doi.org/10.1007/s11747-024-01010-3
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DOI: https://doi.org/10.1007/s11747-024-01010-3