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How emotions in online reviews affect movie sales: Evidence from Hollywood

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  • Ullah, Rahat
  • Alam, Muhammad Aftab
  • Zeb, Atya

Abstract

Movies evoke strong human emotions that resonate in the content of online reviews, known as electronic word of mouth (eWOM). Existing literature suggests that positive content enhances, and negative content reduces movie sales, with negative content having a stronger effect. We demonstrate that there is a limit to the negative emotional content's impact on sales, beyond which it boosts sales. We extract positive and negative emotional content from 80 Hollywood movie reviews (N = 23,046) and empirically examine their influence on movie sales. Results indicate that for high eWOM volume, the effect of positive content increases progressively, while negative content has diminishing returns. Grounded in ‘Emotions as Social Information’ (EASI) theory, this study provides marketers and researchers with a new understanding of how emotional content in eWOM influences moviegoers' choice of movie and sales. Our typology—Flop, Hype, Star, and Hit—helps predict movie sales and design targeted strategies.

Suggested Citation

  • Ullah, Rahat & Alam, Muhammad Aftab & Zeb, Atya, 2025. "How emotions in online reviews affect movie sales: Evidence from Hollywood," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:joreco:v:85:y:2025:i:c:s0969698925000839
    DOI: 10.1016/j.jretconser.2025.104304
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    1. Clement, Michel & Wu, Steven & Fischer, Marc, 2014. "Empirical generalizations of demand and supply dynamics for movies," International Journal of Research in Marketing, Elsevier, vol. 31(2), pages 207-223.
    2. Mai Kikumori & Akinori Ono, 2013. "Paradoxical Relationship between the Amount of Negative eWOM Messages and Positive Consumer Attitude," Keio/Kyoto Joint Global COE Discussion Paper Series 2012-035, Keio/Kyoto Joint Global COE Program.
    3. Jehoshua Eliashberg & Anita Elberse & Mark A.A.M. Leenders, 2006. "The Motion Picture Industry: Critical Issues in Practice, Current Research, and New Research Directions," Marketing Science, INFORMS, vol. 25(6), pages 638-661, 11-12.
    4. Fan, Liu & Zhang, Xiaoping & Rai, Laxmisha, 2021. "When should star power and eWOM be responsible for the box office performance? - An empirical study based on signaling theory," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    5. Jonah Berger & Alan T. Sorensen & Scott J. Rasmussen, 2010. "Positive Effects of Negative Publicity: When Negative Reviews Increase Sales," Marketing Science, INFORMS, vol. 29(5), pages 815-827, 09-10.
    6. Floyd, Kristopher & Freling, Ryan & Alhoqail, Saad & Cho, Hyun Young & Freling, Traci, 2014. "How Online Product Reviews Affect Retail Sales: A Meta-analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 217-232.
    7. William J. Brady & Killian L. McLoughlin & Mark P. Torres & Kara F. Luo & Maria Gendron & M. J. Crockett, 2023. "Overperception of moral outrage in online social networks inflates beliefs about intergroup hostility," Nature Human Behaviour, Nature, vol. 7(6), pages 917-927, June.
    8. Palomba, Anthony, 2020. "Consumer personality and lifestyles at the box office and beyond: How demographics, lifestyles and personalities predict movie consumption," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    9. Thorsten Hennig-Thurau & Mark B. Houston, 2019. "Entertainment Science," Springer Books, Springer, number 978-3-319-89292-4, April.
    10. Amit Goldenberg & Robb Willer, 2023. "Amplification of emotion on social media," Nature Human Behaviour, Nature, vol. 7(6), pages 845-846, June.
    11. Joaquin Sanchez & Carmen Abril & Michael Haenlein, 2020. "Competitive spillover elasticities of electronic word of mouth: an application to the soft drink industry," Journal of the Academy of Marketing Science, Springer, vol. 48(2), pages 270-287, March.
    12. Zablocki, Agnieszka & Makri, Katerina & Houston, Michael J., 2019. "Emotions Within Online Reviews and their Influence on Product Attitudes in Austria, USA and Thailand," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 20-39.
    13. Zhang, Ning & Fan, Xing & He, LiFeng & Cheng, Xin & Zhang, Liang & Liu, Rong, 2024. "The impact of the Seller's facial image on consumer purchase behavior in peer-to-peer accommodation platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 80(C).
    14. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    15. Suman Basuroy & S. Abraham Ravid & Richard T. Gretz & B. J. Allen, 2020. "Is everybody an expert? An investigation into the impact of professional versus user reviews on movie revenues," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(1), pages 57-96, March.
    16. Gerda Gemser & Martine Oostrum & Mark Leenders, 2007. "The impact of film reviews on the box office performance of art house versus mainstream motion pictures," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 31(1), pages 43-63, March.
    17. Andrea C. Wojnicki & David Godes, 2017. "Signaling Success: Word of Mouth as Self-Enhancement," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 4(4), pages 68-82, December.
    18. Kong, Juan & Lou, Chen, 2023. "Do cultural orientations moderate the effect of online review features on review helpfulness? A case study of online movie reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    19. Jan-Michael Becker & Dorian Proksch & Christian M. Ringle, 2022. "Revisiting Gaussian copulas to handle endogenous regressors," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 46-66, January.
    20. Septianto, Felix & Chiew, Tung Moi, 2018. "The effects of different, discrete positive emotions on electronic word-of-mouth," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 1-10.
    21. François A. Carrillat & Renaud Legoux & Allègre L. Hadida, 2018. "Debates and assumptions about motion picture performance: a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 46(2), pages 273-299, March.
    22. Mohr, Iris, 2007. "Buzz marketing for movies," Business Horizons, Elsevier, vol. 50(5), pages 395-403.
    23. Monic Sun, 2012. "How Does the Variance of Product Ratings Matter?," Management Science, INFORMS, vol. 58(4), pages 696-707, April.
    24. Tata, Sai Vijay & Prashar, Sanjeev & Gupta, Sumeet, 2020. "An examination of the role of review valence and review source in varying consumption contexts on purchase decision," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    25. Claire E. Robertson & Nicolas Pröllochs & Kaoru Schwarzenegger & Philip Pärnamets & Jay J. Bavel & Stefan Feuerriegel, 2023. "Negativity drives online news consumption," Nature Human Behaviour, Nature, vol. 7(5), pages 812-822, May.
    26. Barta, Sergio & Gurrea, Raquel & Flavián, Carlos, 2023. "Consequences of consumer regret with online shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    27. Urbonavicius, Sigitas, 2023. "Relative power of online buyers in regard to a store: How it encourages them to disclose their personal data?," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    28. Sharma, Piyush & Sivakumaran, Bharadhwaj & Marshall, Roger, 2010. "Impulse buying and variety seeking: A trait-correlates perspective," Journal of Business Research, Elsevier, vol. 63(3), pages 276-283, March.
    29. Verhulst, Nanouk & Vermeir, Iris & Slabbinck, Hendrik & Larivière, Bart & Mauri, Maurizio & Russo, Vincenzo, 2020. "A neurophysiological exploration of the dynamic nature of emotions during the customer experience," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    30. Jonah Berger & Yoon Duk Kim & Robert Meyer & J. Jeffrey Inman & Andrew T Stephen, 2021. "What Makes Content Engaging? How Emotional Dynamics Shape Success," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 48(2), pages 235-250.
    31. Allègre Hadida, 2010. "Commercial success and artistic recognition of motion picture projects," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 34(1), pages 45-80, February.
    32. Li, Kunlin & Chen, Yuhan & Zhang, Liyi, 2020. "Exploring the influence of online reviews and motivating factors on sales: A meta-analytic study and the moderating role of product category," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    33. Pradeep K. Chintagunta & Shyam Gopinath & Sriram Venkataraman, 2010. "The Effects of Online User Reviews on Movie Box Office Performance: Accounting for Sequential Rollout and Aggregation Across Local Markets," Marketing Science, INFORMS, vol. 29(5), pages 944-957, 09-10.
    34. Qu, Yi & Khan, Jashim & Su, Yuyang & Tong, Jiao & Zhao, Shuo, 2023. "Impulse buying tendency in live-stream commerce: The role of viewing frequency and anticipated emotions influencing scarcity-induced purchase decision," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
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