The Matrix as an Economic Network Model: Structures, Incentives and Practical Implications for Platform Economy and Governance

  • Enrico Moch GrandEdu Research School
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الملخص

Platform markets unfold their dynamics in a network of decentralised distributed knowledge and centrally controlled access. This paper develops a matrix model that brings together economic, institutional and informational perspectives to reveal the hidden structures and incentive mechanisms of digital networks. A mixed-methods approach combines theoretical foundations with practical case studies and shows how platform operators influence competition and behaviour via interfaces, data flows and algorithmic rules. The results emphasise that platform markets only remain resilient where institutional frameworks create trust, limit concentration processes and clearly manage incentives. This results in recommendations for operators, user groups and regulatory bodies on how incentive systems must be designed to ensure fairness, transparency and resilience. The work thus contributes not only to the analytical description of platform markets but also to their practical and regulatory design

التنزيلات

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المراجع

Article 29 Data Protection Working Party. (2010). Opinion 2/2010 on online behavioural advertising. Brussels: European Union.

Castells, M. (1996). The rise of the network society. Oxford: Blackwell.

Creswell, J. W., & Plano Clark, V. L. (2018). Designing and conducting mixed methods research (3rd ed.). Los Angeles: Sage.

ENISA – European Union Agency for Cybersecurity. (2022). Data protection engineering: A framework to support technical and organisational measures for personal data processing. Athens: ENISA. Retrieved from [ENISA PDF]

European Data Protection Board (EDPB). (2020). Guidelines 07/2020 on the concepts of controller and processor. Brussels: EDPB.

Federal Commissioner for Data Protection and Freedom of Information (BfDI). (2023). 30th activity report on data protection and freedom of information 2021–2022. Bonn: BfDI.

Federal Office for Information Security (BSI). (2024). IT baseline protection compendium. Bonn: BSI.

Flick, U. (2020). Qualitative social research: A handbook. Reinbek: Rowohlt.

Gola, P., & Heckmann, H. (2022). General Data Protection Regulation: DS-GVO. Munich: C.H. Beck.

Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. American Journal of Sociology, 91(3), 481–510.

Gürses, S., & Berendt, B. (2012). PETs in the surveillance society: The politics of privacy tools. Information, Communication & Society, 15(2), 311– 330. https://doi.org/10.1080/1369118X.2011.647942

Hayek, F. A. (1945). The use of knowledge in society. The American Economic Review, 35(4), 519–530.

Hildebrandt, M. (2016). Smart technologies and the end(s) of law. Cheltenham: Edward Elgar.

International Organization for Standardisation (ISO). (2019). ISO/IEC 27701: Privacy information management. Geneva: ISO.

Kenney, M., & Zysman, J. (2016). The rise of the platform economy. Issues in Science and Technology, 32(3), 61–69.

North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511808678

OECD. (2021). Protecting children in the digital environment (OECD Digital Economy Papers No. 309). Paris: OECD Publishing.

Ostrom, E. (1990). Governing the commons: The evolution of institutions for collective action. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511807763

Ritter, L. A., & Barenkamp, M. (2024). Critical infrastructure security in green energy: Measures to combat sabotage and cyberattacks. Information Systems & Management, 16(2), 114–122. https://doi.org/10.1365/s35764-024-00527-0

Rochet, J. C., & Tirole, J. (2003). Platform competition in two-sided markets. Journal of the European Economic Association, 1(4), 990–1029. https://doi.org/10.1162/154247603322493212

Simitis, S., Hornung, G., & Spiecker gen. Döhmann, I. (2024). Data protection law: Commentary (2nd ed.). Baden-Baden: Nomos.

Solove, D. J. (2009). Understanding privacy. Cambridge, MA: Harvard University Press.

Srnicek, N. (2017). Platform capitalism. Cambridge: Polity Press.

Stiglitz, J. E. (2000). The contributions of the economics of information to twentieth century economics. The Quarterly Journal of Economics, 115(4), 1441–1478. https://doi.org/10.1162/003355300555015

Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Thousand Oaks, CA: Sage.

Zarsky, T. Z. (2017). Incompatible: The GDPR in the age of big data. Seton Hall Law Review, 47(4), 995–1020.

منشور
17 تموز, 2025

الأعمال الأكثر قراءة لنفس المؤلف/المؤلفين