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Towards Digital Sustainability: Profiles of Millennial Reviewers, Reputation Scores and Intrinsic Motivation Matter

Author

Listed:
  • Alejandro García-Jurado

    (Department of Computer Science and Numerical Analysis, Rabanales Campus, University of Córdoba, 14071 Córdoba, Spain)

  • José Javier Pérez-Barea

    (Department of Business Management, Faculty of Business Administration, Córdoba Campus, Universidad Loyola Andalucía, 14004 Córdoba, Spain)

  • Francisco Fernández-Navarro

    (Department of Quantitative Methods, Universidad Loyola Andalucía, 41704 Sevilla, Spain)

Abstract

Profiles of millennial reviewers and gamification can contribute to digital sustainability as a driver of innovation and growth. The study aims to detect if there are profiles of reviewers that can be grouped together, in order to apply a specific gamification to them and to make it sustainable over time. In this way, more information will be generated through the reviews that will help responsible consumers to choose better in their purchase decisions. The objective of this study is twofold. First, it aims to characterize online product reviewers based on their intrinsic motivations and self-perception when they comment, identifying their main motivations. Second, it aims to classify these individuals based on the acceptance of gamification elements while commenting on and relating them to the intrinsic attributes that determine their behaviors. A survey method design was used to capture responses from 187 millennial reviewers of Amazon in Spain. The relationships between motivations and the types of reviewer were extracted from the accommodation of the dataset using decision trees (DTs), specifically, the J48 algorithm. To contribute to the second objective, this paper elaborates a typology of reviewer analysis based on cluster analysis and DTs. It is confirmed that online product reviewers can be characterized based on their intrinsic motivations, which are mainly egoistic motives, competence and social relatedness. The obtained results show that the J48 DT provides excellent classification accuracy of approximately 95% in identifying reviewers based on intrinsic motivations. Similarly, egoistic intrinsic motives are decisive in focusing gamification strategies.

Suggested Citation

  • Alejandro García-Jurado & José Javier Pérez-Barea & Francisco Fernández-Navarro, 2021. "Towards Digital Sustainability: Profiles of Millennial Reviewers, Reputation Scores and Intrinsic Motivation Matter," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:6:p:3297-:d:518794
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    References listed on IDEAS

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    1. Simon, Herbert A, 1993. "Altruism and Economics," American Economic Review, American Economic Association, vol. 83(2), pages 156-161, May.
    2. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    3. Kai Huotari & Juho Hamari, 2017. "A definition for gamification: anchoring gamification in the service marketing literature," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(1), pages 21-31, February.
    4. Kozinets, Robert V., 1999. "E-tribalized marketing?: the strategic implications of virtual communities of consumption," European Management Journal, Elsevier, vol. 17(3), pages 252-264, June.
    5. Charla Mathwick & Caroline Wiertz & Ko de Ruyter, 2008. "Social Capital Production in a Virtual P3 Community," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(6), pages 832-849, November.
    6. Labrecque, Lauren I. & vor dem Esche, Jonas & Mathwick, Charla & Novak, Thomas P. & Hofacker, Charles F., 2013. "Consumer Power: Evolution in the Digital Age," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 257-269.
    7. Alejandro García-Jurado & José Javier Pérez-Barea & Rodrigo J. Nova, 2021. "A New Approach to Social Entrepreneurship: A Systematic Review and Meta-Analysis," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
    8. Yoon-Joo Park, 2018. "Predicting the Helpfulness of Online Customer Reviews across Different Product Types," Sustainability, MDPI, vol. 10(6), pages 1-20, May.
    9. Liu, Qianqian (Ben) & Karahanna, Elena & Watson, Richard T., 2011. "Unveiling user-generated content: Designing websites to best present customer reviews," Business Horizons, Elsevier, vol. 54(3), pages 231-240, May.
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