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Employment Shares across Occupations in the Online Labour Market

Author

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  • Deepa Kylasam Iyer

    (Cornell University)

  • Francis Kuriakose

    (Impact and Policy Research Institute (IMPRI))

Abstract

The online labour market is much less understood than traditional labour markets in terms of demand and supply of labour. In this context, this study explores how service occupations are distributed according to their employment share in online labour markets. Using decomposition analysis of the data from the online labour index database, we argue that the average employment share of service occupations displays job polarisation along the same lines as that of their onsite counterparts. Two implications follow from this finding. First, online gig work involving middle-skill occupations such as clerical, administrative, production and operation tasks grow at a slower pace than high- and low-skill service occupations. While clerical and administrative jobs are likely to be outsourced to geographies with cheap labour, production and operation tasks get automated. Second, high-skill online gigs such as technical and professional jobs display an unprecedented degree of informalisation. Both these implications change our perspectives about skill building and education because of the erosion of wage premiums associated with college education.

Suggested Citation

  • Deepa Kylasam Iyer & Francis Kuriakose, 2025. "Employment Shares across Occupations in the Online Labour Market," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 68(2), pages 493-509, June.
  • Handle: RePEc:spr:ijlaec:v:68:y:2025:i:2:d:10.1007_s41027-024-00536-y
    DOI: 10.1007/s41027-024-00536-y
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    References listed on IDEAS

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    1. Kässi, Otto & Lehdonvirta, Vili, 2018. "Online labour index: Measuring the online gig economy for policy and research," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 241-248.
    2. Christopher Foster & Mark Graham & Laura Mann & Timothy Waema & Nicolas Friederici, 2018. "Digital Control in Value Chains: Challenges of Connectivity for East African Firms," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 68-86, January.
    3. Francis Kuriakose & Deepa Kylasam Iyer, 2020. "Job Polarisation in India: Structural Causes and Policy Implications," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(2), pages 247-266, June.
    4. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    5. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    6. Siou Chew Kuek & Cecilia Paradi-Guilford & Toks Fayomi & Saori Imaizumi & Panos Ipeirotis & Patricia Pina & Manpreet Singh, 2015. "The Global Opportunity in Online Outsourcing," World Bank Publications - Reports 22284, The World Bank Group.
    7. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    8. Fabian Stephany & Otto Kassi & Uma Rani & Vili Lehdonvirta, 2021. "Online Labour Index 2020: New ways to measure the world's remote freelancing market," Papers 2105.09148, arXiv.org, revised Jun 2021.
    9. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue nov.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank," ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
    11. Ozge Demirci & Jonas Hannane & Xinrong Zhu, 2024. "Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms," CESifo Working Paper Series 11276, CESifo.
    12. Ram Mudambi & Jonas Puck, 2016. "A Global Value Chain Analysis of the ‘Regional Strategy’ Perspective," Journal of Management Studies, Wiley Blackwell, vol. 53(6), pages 1076-1093, September.
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    Keywords

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    JEL classification:

    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J46 - Labor and Demographic Economics - - Particular Labor Markets - - - Informal Labor Market

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