Digital Labour, Production Relations, and Social Class in the Age of Automation
Keywords:
digital labor, automation, production relations, class identity, social stratification, platform work, algorithmic governanceAbstract
This literature-based study examines how digital labour and automation reorganize social structure through changing production relations, shifting class identities, and emerging patterns of stratification. Drawing on thematic synthesis of theoretical and empirical works, the article shows that ownership and control of data, algorithms, and digital infrastructure have become central axes of power in contemporary labour regimes. Production processes are fragmented into small tasks allocated through platforms, while surveillance operates through continuous data tracking, ratings, and performance scores. Workers experience a tension between narratives of independence and concrete dependence on opaque technical rules that govern access to income. New social layers crystallise around differentiated access to education, digital skills, infrastructure, gendered divisions of labour, age, ethnicity, and citizenship. The study argues that digital labour does not dissolve hierarchy; it rearranges it around proximity to technological decision making and capacity to shape platform rules. The article concludes by highlighting the need for renewed class theory, regulatory frameworks addressing algorithmic governance, and inclusive digital skill formation to reduce emerging inequalities in digitally mediated work.
References
Al Hakim, Y. R., Rojak, J. A., & Triono, B. (2021). Transformation of Cultural Values and Social Practices in the Digital Age. Journal of Social Science Studies, 1(1), 173-178.
Arcidiacono, D. L., Borghi, P., & Ciarini, A. (2019). Platform Work: From Digital Promises to Labor Challenges.Partecipazione e Conflitto. https://doi.org/10.1285/I20356609V12I3P611
Arifin, S., & Darmawan, D. (2021). Technology Access and Digital Skills: Bridging the Gaps in Education and Employment Opportunities in the Age of Technology 4.0. Journal of Social Science Studies, 1(1), 163-168.
Boell, S. K., & Cecez-Kecmanovic, D. (2014). A Hermeneutic Approach for Conducting Literature Reviews and Literature Searches. Communications of the Association for Information Systems, 34, 257–286.
Borghese, F. (2022). The Second and Third Levels of Digital Inequality in the Labor Market: Digital Skills and Practices. Информационно-Аналитический Бюллетень (ИНАБ). https://doi.org/10.19181/inab.2022.1.4
Braun, V., & Clarke, V. (2006). Using Thematic Analysis in Psychology. Qualitative Research in Psychology, 3(2), 77–101.
Brussevich, M., Dabla-Norris, E., Kamunge, C., Karnane, P., Khalid, S., & Kochhar, K. (2018). Gender, Technology, and the Future of Work.
Calderón-Gómez, D., Casas-Mas, B., Urraco-Solanilla, M., & Revilla, J. C. (2020). The Labour Digital Divide: Digital Dimensions of Labour Market Segmentation.Work, Organisation, Labour & Globalisation. https://doi.org/10.13169/WORKORGALABOGLOB.14.2.0007
costa, S. da, Darmawan, D., & Isaac, A. de J. (2022). Self-Identity Formation and Social Perception of Individuals through Interaction on Social Media in a Digital World. Journal of Social Science Studies, 2(2), 273-278.
Cruz, S. A., & Gameiro, A. R. (2023). Digital Work Platform: Understanding Platforms, Workers, Clients in a Service Relation. Frontiers in Sociology. https://doi.org/10.3389/fsoc.2022.1075808
Darmawan, D., Gardi, B., & Da Silva, E. B. (2023). Exploration of Changes in Management and Employee Work Relations in Multinational Companies in the Era of Literacy-Based Digitalization. Journal of Science, Technology and Society (SICO), 4(2), 43–54.
Darmawan, D., Mendonca, C. N., & Isaac, A. de J. (2022). Managing Corporate Reputation in the Digital Age: Challenges and Solutions for Maintaining a Positive Image on Social Media. Journal of Social Science Studies, 2(1), 283-288.
della Porta, D., Chesta, R. E., & Cini, L. (2022). The New World of Digital Work: Structural Changes and Labour Recomposition. https://doi.org/10.1332/policypress/9781529228243.003.0002
Dixon-Woods, M., Agarwal, S., Jones, D., Young, B., & Sutton, A. (2006). How Can Systematic Reviews Incorporate Qualitative Research? A Critical Perspective. Journal of Health Services Research & Policy, 10(1_suppl), 45–53.
Dorschel, R. (2022). Reconsidering digital labour: Bringing tech workers into the debate.New Technology Work and Employment. https://doi.org/10.1111/ntwe.12225
Ebben, M. (2022). Automation and Augmentation. https://doi.org/10.4018/978-1-6684-3694-3.ch001
Fitrotinisak, I. K., Mardikaningsih, R., Gautama, E. C., Sulani, & Vitrianingsih, Y. (2023). Legal Compliance for Consumers in Dealing with Cases of Account Tampering in Digital Banking Services. Journal of Social Science Studies, 3(1), 75-82.
García Ruiz, P. (2023). Ratings Y Rankings: El Vínculo Consumo-Trabajo En La Economía De Las Plataformas. RES. https://doi.org/10.22325/fes/res.2023.174
Gil-Hernández, C. J., Vidal, G., & Torrejón Pérez, S. (2023). Technological Change, Tasks and Class Inequality in Europe. Work, Employment & Society. https://doi.org/10.1177/09500170231155783
Graham, M., Hjorth, I., & Lehdonvirta, V. (2017). Digital Labour and Development: Impacts of Global Digital Labour Platforms and the Gig Economy on Worker Livelihoods. Transfer: European Review of Labour and Research. https://doi.org/10.1177/1024258916687250
Hong, S., & Shell, H. (2018). The Impact of Automation on Inequality. Economic Synopses. https://doi.org/10.20955/ES.2018.29
Hünefeld, L., Meyer, S.-C., & Backhaus, N. (2021). Digitalization of Employment: Working via Online Platforms. https://doi.org/10.1007/978-3-030-74128-0_9
Issalillah, F., & Hardyansah, R. (2022). The Impact of the Digital Divide and Misinformation on Partici-pation and Trust in Local Communities. Journal of Social Science Studies, 2(2), 7-12.
Joyce, S. C., Umney, C. R., Whittaker, X., & Stuart, M. (2023). New Social Relations of Digital Technology and the Future of Work: Beyond Technological Determinism. New Technology Work and Employment. https://doi.org/10.1111/ntwe.12276
Martindale, N., & Lehdonvirta, V. (2021). Can Labour Market Digitalization Increase Social Mobility? Evidence from a European Survey of Online Platform Workers. Social Science Research Network. https://doi.org/10.2139/SSRN.3862635
Martindale, N., & Lehdonvirta, V. (2023). Labour Market Digitalization and Social Class: Evidence of Mobility and Reproduction from a European Survey of Online Platform Workers. Socio-Economic Review. https://doi.org/10.1093/ser/mwad049
Muntaner, C. (2018). Digital Platforms, Gig Economy, Precarious Employment, and the Invisible Hand of Social Class. International Journal of Health Services. https://doi.org/10.1177/0020731418801413
Nurhadi, Wibowo, A. S., Darmawan, D., Negara, D. S., & Hardyansah, R. (2023). Analysis of Value Added Tax Application on Electronic Commerce Transaction in Digital Economy System in Indonesia. Journal of Social Science Studies, 3(2), 83-88.
Orlova, D., & Borovitskii, F. I. (2022). Post-Industrial Society as a Chance for Social Equality. https://doi.org/10.24891/ea.21.2.251
Park, S., Kim, J., & Park, Y. L. (2023). Digital Transformation and Stratification of the Korean Youth labor market : Focusing on Occupational skill trajectories. Gyeongje Wa Sahoe. https://doi.org/10.18207/criso.2023..138.101
Petticrew, M., & Roberts, H. (2006). Systematic Reviews in the Social Sciences: A Practical Guide. Oxford: Blackwell Publishing.
Rianto, Darmawan, D., & Negara, D. S. (2023). The Application of Restorative Justice in Resolving Speech Cases in the Digital Space: A Normative Analysis of the Electronic Information and Transactions Law and the Criminal Code. Journal of Social Science Studies, 3(1), 295-306.
Rodriguez-Lluesma, C., Garcia-Ruiz, P., & Pinto-Garay, J. (2021). The Digital Transformation of Work: A Relational View. Business Ethics: A European Review. https://doi.org/10.1111/BEER.12323
Santos, M. (2021). No Brasil, Trabalho De Plataforma Como Sinônimo De Precarização É Discurso De Classe. https://doi.org/10.22409/CONTRACAMPO.V0I0.38574
Thomas, J., & Harden, A. (2008). Methods for the Thematic Synthesis of Qualitative Research in Systematic Reviews. BMC Medical Research Methodology, 8, 45.
Umanets, T. V., & Shatalova, L. S. (2022). The Transformation of Living Labor Under the Influence of Digitalization of the Economy.Business Inform. https://doi.org/10.32983/2222-4459-2022-10-41-52
Valenduc, G. (2019). New Forms of Work and Employment in the Digital Economy. https://doi.org/10.1007/978-3-319-93617-8_3
Woodcock, J. (2023). Class Composition in the Digitalised Gig Economy. https://doi.org/10.4337/9781839106583.00041
Zulkarnain, M. A. B., & Al Hakim, Y. R. (2023). Digital Media Evolution and Public Opinion Formation: Implications for Information Credibility and Social Dynamics. Bulletin of Science, Technology and Society, 2(1), 49–55.
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