IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v129y2021icp271-281.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296321001545
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2021.03.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. Cass R. Sunstein & Richard H. Thaler, 2003. "Libertarian paternalism is not an oxymoron," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 48(Jun).
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hasan Beyari & Hatem Garamoun, 2022. "The Effect of Artificial Intelligence on End-User Online Purchasing Decisions: Toward an Integrated Conceptual Framework," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
    2. Trabucchi, Daniel & Patrucco, Andrea S. & Buganza, Tommaso & Marzi, Giacomo, 2023. "Is transparency the new green? How business model transparency influences digital service adoption," Technovation, Elsevier, vol. 126(C).
    3. Miranda, Sandra & Trigo, Inês & Rodrigues, Ricardo & Duarte, Margarida, 2023. "Addiction to social networking sites: Motivations, flow, and sense of belonging at the root of addiction," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    4. Kalai Hung & Naomi A. Lee & Kaiping Peng & Jie Sui, 2021. "Profile Pictures in the Digital World: Self-Photographs Predict Better Life Satisfaction," IJERPH, MDPI, vol. 18(12), pages 1-10, June.
    5. Hamed Nozari & Agnieszka Szmelter-Jarosz & Javid Ghahremani-Nahr, 2021. "The Ideas of Sustainable and Green Marketing Based on the Internet of Everything—The Case of the Dairy Industry," Future Internet, MDPI, vol. 13(10), pages 1-18, October.
    6. Vera Gelashvili & Juan-Gabriel Martínez-Navalón & José Ramón Saura, 2021. "Using Partial Least Squares Structural Equation Modeling to Measure the Moderating Effect of Gender: An Empirical Study," Mathematics, MDPI, vol. 9(24), pages 1-16, December.
    7. Mehdi Hosseinzadeh & Venus Mohammadi & Jan Lansky & Vladimir Nulicek, 2024. "Advancing the Social Internet of Things (SIoT): Challenges, Innovations, and Future Perspectives," Mathematics, MDPI, vol. 12(5), pages 1-21, February.
    8. Lütjens, Henk & Eisenbeiss, Maik & Fiedler, Maximilian & Bijmolt, Tammo, 2022. "Determinants of consumers’ attitudes towards digital advertising – A meta-analytic comparison across time and touchpoints," Journal of Business Research, Elsevier, vol. 153(C), pages 445-466.
    9. Anni Arumsari Fitriany & Piotr J. Flatau & Khoirunurrofik Khoirunurrofik & Nelly Florida Riama, 2021. "Assessment on the Use of Meteorological and Social Media Information for Forest Fire Detection and Prediction in Riau, Indonesia," Sustainability, MDPI, vol. 13(20), pages 1-13, October.
    10. Everton Luiz de Aguiar & André Eugenio Lazzaretti & Bruna Machado Mulinari & Daniel Rodrigues Pipa, 2021. "Scattering Transform for Classification in Non-Intrusive Load Monitoring," Energies, MDPI, vol. 14(20), pages 1-20, October.
    11. Oguzhan Aygoren & Stefan Koch, 2021. "Community Support or Funding Amount: Actual Contribution of Reward-Based Crowdfunding to Market Success of Video Game Projects on Kickstarter," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    12. Saura, Jose Ramon & Palacios-Marqués, Daniel & Ribeiro-Soriano, Domingo, 2023. "Exploring the boundaries of open innovation: Evidence from social media mining," Technovation, Elsevier, vol. 119(C).
    13. Long-Hao Yang & Biyu Liu & Jun Liu, 2021. "Research and Development Talents Training in China Universities—Based on the Consideration of Education Management Cost Planning," Sustainability, MDPI, vol. 13(17), pages 1-17, August.
    14. Clara Maathuis & Iddo Kerkhof, 2023. "The first two months in the war in Ukraine through topic modeling and sentiment analysis," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(1), pages 56-74, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lim, Weng Marc & Rasul, Tareq, 2022. "Customer engagement and social media: Revisiting the past to inform the future," Journal of Business Research, Elsevier, vol. 148(C), pages 325-342.
    2. Joseph E. Stiglitz, 2017. "The overselling of globalization," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 52(3), pages 129-137, July.
    3. Tasoff, Joshua & Letzler, Robert, 2014. "Everyone believes in redemption: Nudges and overoptimism in costly task completion," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 107-122.
    4. Ross Guest, 2010. "Policy Forum: Saving for Retirement: Policy Options to Increase Retirement Saving in Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 43(3), pages 293-301, September.
    5. Asen Ivanov, 2021. "Optimal pension plan default policies when employees are biased," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 23(3), pages 583-596, June.
    6. Hitoshi Matsushima, 2018. "Bank Runs and Minimum Reciprocity," CIRJE F-Series CIRJE-F-1099, CIRJE, Faculty of Economics, University of Tokyo.
    7. Schnellenbach, Jan, 2012. "Nudges and norms: On the political economy of soft paternalism," European Journal of Political Economy, Elsevier, vol. 28(2), pages 266-277.
    8. Scott Duke Kominers & Alexander Teytelboym & Vincent P Crawford, 2017. "An invitation to market design," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(4), pages 541-571.
    9. Blomquist, Soren & Micheletto, Luca, 2006. "Optimal redistributive taxation when government's and agents' preferences differ," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1215-1233, August.
    10. Claus Dierksmeier, 2018. "Qualitative Freedom and Cosmopolitan Responsibility," Humanistic Management Journal, Springer, vol. 2(2), pages 109-123, February.
    11. Nicole D. Sintov & P. Wesley Schultz, 2017. "Adjustable Green Defaults Can Help Make Smart Homes More Sustainable," Sustainability, MDPI, vol. 9(4), pages 1-12, April.
    12. Ajla Cosic & Hana Cosic & Sebastian Ille, 2018. "Can nudges affect students' green behaviour? A field experiment," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 2(1), pages 107-111, March.
    13. Till Grüne-Yanoff, 2012. "Old wine in new casks: libertarian paternalism still violates liberal principles," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 38(4), pages 635-645, April.
    14. Christopher Jeffords, 2014. "Preference-directed regulation when ethical environmental policy choices are formed with limited information," Empirical Economics, Springer, vol. 46(2), pages 573-606, March.
    15. Cristiano Codagnone & Giuseppe Alessandro Veltri & Francesco Bogliacino & Francisco Lupiáñez-Villanueva & George Gaskell & Andriy Ivchenko & Pietro Ortoleva & Francesco Mureddu, 2016. "Labels as nudges? An experimental study of car eco-labels," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(3), pages 403-432, December.
    16. Markus Haavio & Kaisa Kotakorpi, 2012. "Sin Licenses Revisited," CESifo Working Paper Series 4010, CESifo.
    17. Schnellenbach, Jan & Schubert, Christian, 2015. "Behavioral political economy: A survey," European Journal of Political Economy, Elsevier, vol. 40(PB), pages 395-417.
    18. Dohmen, Thomas & Falk, Armin & Huffman, David & Marklein, Felix & Sunde, Uwe, 2009. "Biased probability judgment: Evidence of incidence and relationship to economic outcomes from a representative sample," Journal of Economic Behavior & Organization, Elsevier, vol. 72(3), pages 903-915, December.
    19. van Dalen, Hendrik Peter & Henkens, Kene, 2018. "Do people really want freedom of choice? : Assessing preferences of pension holders," Other publications TiSEM 448e8a93-9ded-401f-9da0-7, Tilburg University, School of Economics and Management.
    20. Ashton, John K. & Hudson, Robert S., 2008. "Interest rate clustering in UK financial services markets," Journal of Banking & Finance, Elsevier, vol. 32(7), pages 1393-1403, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:129:y:2021:i:c:p:271-281. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.