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Ethical design in social media: Assessing the main performance measurements of user online behavior modification

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  • Saura, José Ramón
  • Palacios-Marqués, Daniel
  • Iturricha-Fernández, Agustín

Abstract

The growing use of social networks has led to the emergence of ethical and privacy concerns regarding the management of user data and how social networks train algorithms for economic purposes to organize the content shown to users. In this context, the present study aims to define and identify (i) the main concepts and (ii) performance measurements that social networks use to increase user engagement and modify user online behavior from the perspective of ethical design and surveillance capitalism in social media. Since previous research on this issue is scarce, this study bridges this gap in the literature by developing a Systematic Literature Review (SLR) of major scientific contributions made so far in this research area. We identify a total of 10 performance measurements and 4 ethical design measurements used by social media companies to increase user engagement and to achieve user behavior modification online, at times without users’ awareness about this effect. Furthermore, we critically analyze the identified 14 indicators, as previous research suggests that these indicators can generate addiction and modification of user behavior and feelings. The paper concludes with a discussion of important theoretical and practical implications of ethical design in social media for further research; we also question the economic approaches proposed in the business models of digital and social media platforms.

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  • Saura, José Ramón & Palacios-Marqués, Daniel & Iturricha-Fernández, Agustín, 2021. "Ethical design in social media: Assessing the main performance measurements of user online behavior modification," Journal of Business Research, Elsevier, vol. 129(C), pages 271-281.
    • Handle: RePEc:eee:jbrese:v:129:y:2021:i:c:p:271-281
    DOI: 10.1016/j.jbusres.2021.03.001
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    1. Balakrishnan, Janarthanan & Foroudi, Pantea & Dwivedi, Yogesh K., 2020. "Does online retail coupons and memberships create favourable psychological disposition?," Journal of Business Research, Elsevier, vol. 116(C), pages 229-244.
    2. Ribeiro-Navarrete, Samuel & Saura, Jose Ramon & Palacios-Marqués, Daniel, 2021. "Towards a new era of mass data collection: Assessing pandemic surveillance technologies to preserve user privacy," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    3. Cass R. Sunstein & Richard H. Thaler, 2003. "Libertarian paternalism is not an oxymoron," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 48(Jun).
    4. Barbara B. DeSimone, 2016. "Curriculum Design to Promote the Ethical Decision-Making Competence of Accelerated Bachelor’s Degree Nursing Students," SAGE Open, , vol. 6(1), pages 21582440166, February.
    5. Alvarez-Milán, Agarzelim & Felix, Reto & Rauschnabel, Philipp A. & Hinsch, Christian, 2018. "Strategic customer engagement marketing: A decision making framework," Journal of Business Research, Elsevier, vol. 92(C), pages 61-70.
    6. Richard H. Thaler & Cass R. Sunstein, 2023. "Libertarian paternalism," Chapters, in: Cass R. Sunstein & Lucia A. Reisch (ed.), Research Handbook on Nudges and Society, chapter 1, pages 10-16, Edward Elgar Publishing.
    7. Denise Parris & Jon Peachey, 2013. "A Systematic Literature Review of Servant Leadership Theory in Organizational Contexts," Journal of Business Ethics, Springer, vol. 113(3), pages 377-393, March.
    8. Stuck, Andreas E. & Walthert, Jutta M. & Nikolaus, Thorsten & Büla, Christophe J. & Hohmann, Christoph & Beck, John C., 1999. "Risk factors for functional status decline in community-living elderly people: a systematic literature review," Social Science & Medicine, Elsevier, vol. 48(4), pages 445-469, February.
    9. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    10. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    11. Sally Dunlop & Becky Freeman & Sandra C. Jones, 2016. "Marketing to Youth in the Digital Age: The Promotion of Unhealthy Products and Health Promoting Behaviours on Social Media," Media and Communication, Cogitatio Press, vol. 4(3), pages 35-49.
    12. Hayes, Paul & Kelly, Stephen, 2018. "Distributed morality, privacy, and social media in natural disaster response," Technology in Society, Elsevier, vol. 54(C), pages 155-167.
    13. Berezan, Orie & Krishen, Anjala S. & Agarwal, Shaurya & Kachroo, Pushkin, 2018. "The pursuit of virtual happiness: Exploring the social media experience across generations," Journal of Business Research, Elsevier, vol. 89(C), pages 455-461.
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