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Does cultural distance affect online review ratings? Measuring international customers’ satisfaction with services leveraging digital platforms and big data

Author

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  • Marcello M. Mariani

    (University of Reading)

  • Michela Matarazzo

    (Università degli Studi G. Marconi)

Abstract

The advent and development of digital platforms has helped enhance the international visibility of brands, products and services, and has also introduced a proliferation of online reviews. This study develops a big data analysis of customer online reviews of hospitality services to gauge the extent to which the cultural distance among service providers and their customers influences online review ratings. By examining almost 715,000 online reviews written by hotel customers from more than 100 different nationalities, the effect of national cultural differences among service customers and providers (namely cultural distance) on online review ratings is innovatively scrutinized. The paper, by considering reviewers’ behavioral features, demographics, and trip-related factors, reveals that the effect of national cultural distance on online review ratings is negative. Several implications for practitioners are also discussed.

Suggested Citation

  • Marcello M. Mariani & Michela Matarazzo, 2021. "Does cultural distance affect online review ratings? Measuring international customers’ satisfaction with services leveraging digital platforms and big data," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 25(4), pages 1057-1078, December.
  • Handle: RePEc:kap:jmgtgv:v:25:y:2021:i:4:d:10.1007_s10997-020-09531-z
    DOI: 10.1007/s10997-020-09531-z
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    1. Langan, Ryan & Besharat, Ali & Varki, Sajeev, 2017. "The effect of review valence and variance on product evaluations: An examination of intrinsic and extrinsic cues," International Journal of Research in Marketing, Elsevier, vol. 34(2), pages 414-429.
    2. Bruce Kogut & Harbir Singh, 1988. "The Effect of National Culture on the Choice of Entry Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 411-432, September.
    3. Ayeh, Julian K. & Au, Norman & Law, Rob, 2013. "Predicting the intention to use consumer-generated media for travel planning," Tourism Management, Elsevier, vol. 35(C), pages 132-143.
    4. Mariani, Marcello M. & Fosso Wamba, Samuel, 2020. "Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies," Journal of Business Research, Elsevier, vol. 121(C), pages 338-352.
    5. Ramon Casadesus‐Masanell & Hanna Hałaburda, 2014. "When Does a Platform Create Value by Limiting Choice?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(2), pages 259-293, June.
    6. Yun, Gi Woong & Park, Sung-Yeon & Ha, Louisa, 2008. "Influence of cultural dimensions on online interactive review feature implementations: A comparison of Korean and U.S. retail web sites," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 40-50.
    7. Nath, Prithwiraj & Devlin, James & Reid, Veronica, 2018. "The effects of online reviews on service expectations: Do cultural value orientations matter?," Journal of Business Research, Elsevier, vol. 90(C), pages 123-133.
    8. Mellinas, Juan Pedro & Martínez María-Dolores, Soledad-María & Bernal García, Juan Jesús, 2015. "Booking.com: The unexpected scoring system," Tourism Management, Elsevier, vol. 49(C), pages 72-74.
    9. Mazanec, Josef A. & Crotts, John C. & Gursoy, Dogan & Lu, Lu, 2015. "Homogeneity versus heterogeneity of cultural values: An item-response theoretical approach applying Hofstede's cultural dimensions in a single nation," Tourism Management, Elsevier, vol. 48(C), pages 299-304.
    10. Filieri, Raffaele & Alguezaui, Salma & McLeay, Fraser, 2015. "Why do travelers trust TripAdvisor? Antecedents of trust towards consumer-generated media and its influence on recommendation adoption and word of mouth," Tourism Management, Elsevier, vol. 51(C), pages 174-185.
    11. Singh, Sonika & Ratchford, Brian T. & Prasad, Ashutosh, 2014. "Offline and Online Search in Used Durables Markets," Journal of Retailing, Elsevier, vol. 90(3), pages 301-320.
    12. Satish Nambisan & Shaker A. Zahra & Yadong Luo, 2019. "Global platforms and ecosystems: Implications for international business theories," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(9), pages 1464-1486, December.
    13. Jin, Liyin & Hu, Bingyan & He, Yanqun, 2014. "The Recent versus The Out-Dated: An Experimental Examination of the Time-Variant Effects of Online Consumer Reviews," Journal of Retailing, Elsevier, vol. 90(4), pages 552-566.
    14. Lenard Huff & Lane Kelley, 2003. "Levels of Organizational Trust in Individualist Versus Collectivist Societies: A Seven-Nation Study," Organization Science, INFORMS, vol. 14(1), pages 81-90, February.
    15. Gao, Baojun & Li, Xiangge & Liu, Shan & Fang, Debin, 2018. "How power distance affects online hotel ratings: The positive moderating roles of hotel chain and reviewers’ travel experience," Tourism Management, Elsevier, vol. 65(C), pages 176-186.
    16. Cleveland, Mark & Rojas-Méndez, José I. & Laroche, Michel & Papadopoulos, Nicolas, 2016. "Identity, culture, dispositions and behavior: A cross-national examination of globalization and culture change," Journal of Business Research, Elsevier, vol. 69(3), pages 1090-1102.
    17. Seabra, Cláudia & Dolnicar, Sara & Abrantes, José Luís & Kastenholz, Elisabeth, 2013. "Heterogeneity in risk and safety perceptions of international tourists," Tourism Management, Elsevier, vol. 36(C), pages 502-510.
    18. Katharina Petra Zeugner-Roth & Vesna Žabkar & Adamantios Diamantopoulos, 2015. "Consumer Ethnocentrism, National Identity, and Consumer Cosmopolitanism as Drivers of Consumer Behavior: A Social Identity Theory Perspective," Post-Print hal-01563043, HAL.
    19. Liu, Yong & Teichert, Thorsten & Rossi, Matti & Li, Hongxiu & Hu, Feng, 2017. "Big data for big insights: Investigating language-specific drivers of hotel satisfaction with 412,784 user-generated reviews," Tourism Management, Elsevier, vol. 59(C), pages 554-563.
    20. Yi-Chun (Chad) Ho & Junjie Wu & Yong Tan, 2017. "Disconfirmation Effect on Online Rating Behavior: A Structural Model," Information Systems Research, INFORMS, vol. 28(3), pages 626-642, September.
    21. Gensler, Sonja & Völckner, Franziska & Liu-Thompkins, Yuping & Wiertz, Caroline, 2013. "Managing Brands in the Social Media Environment," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 242-256.
    22. Engler, Tobias H. & Winter, Patrick & Schulz, Michael, 2015. "Understanding online product ratings: A customer satisfaction model," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 113-120.
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    3. Harrison-Walker, L. Jean & Jiang, Ying, 2023. "Suspicion of online product reviews as fake: Cues and consequences," Journal of Business Research, Elsevier, vol. 160(C).
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    5. Boccali, Filippo & Mariani, Marcello M. & Visani, Franco & Mora-Cruz, Alexandra, 2022. "Innovative value-based price assessment in data-rich environments: Leveraging online review analytics through Data Envelopment Analysis to empower managers and entrepreneurs," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    6. Jose Ramon Saura & Daniel Palacios-Marqués & Domingo Ribeiro-Soriano, 2023. "Leveraging SMEs technologies adoption in the Covid-19 pandemic: a case study on Twitter-based user-generated content," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1696-1722, October.

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