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The Rise of E-Commerce and the Local Wage Structure: Evidence from the Korean Retail Industry

Author

Listed:
  • Donghan Shin

    (Korea Institute for Industrial Economics & Trade)

  • Hyunbae Chun

    (Sogang University)

Abstract

The widespread adoption of e-commerce by households has had a significant impact on local brick-and-mortar retailers, changing the wage structure of local service workers. In this study, we examine the effect of e-commerce penetration (EP) among households on the local wage structure during the period 2011–2016. Using the novel measure of county-level EP based on consumers’ credit card transactions for online shopping, we find that counties with rapid EP exhibit a broader difference in the local wage growth of skilled and unskilled workers. An increased skill wage gap can be mainly attributed to the wage gains of highskilled workers, whereas the wages of most unskilled workers show little change. These findings suggest that the skill premium associated with e-commerce diffusion may be concentrated in urban regions where high-skilled workers are in abundance.

Suggested Citation

  • Donghan Shin & Hyunbae Chun, 2023. "The Rise of E-Commerce and the Local Wage Structure: Evidence from the Korean Retail Industry," Korean Economic Review, Korean Economic Association, vol. 39, pages 315-345.
    • Handle: RePEc:kea:keappr:ker-20230701-39-2-01
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    References listed on IDEAS

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    1. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    2. Thomas W. Quan & Kevin R. Williams, 2017. "Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail," Cowles Foundation Discussion Papers 2054R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2018.
    3. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    4. Emek Basker, 2012. "Raising the Barcode Scanner: Technology and Productivity in the Retail Sector," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 1-27, July.
    5. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    6. D'Costa, Sabine & Overman, Henry G., 2014. "The urban wage growth premium: Sorting or learning?," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 168-179.
    7. Gebhardt, Georg, 2018. "Measuring the competitive impact of the internet: Evidence from a natural experiment in broadband access," International Journal of Industrial Organization, Elsevier, vol. 57(C), pages 84-113.
    8. Thomas W. Quan & Kevin R. Williams, 2018. "Product variety, across‐market demand heterogeneity, and the value of online retail," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 877-913, December.
    9. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    10. Jeffrey R. Brown & Austan Goolsbee, 2002. "Does the Internet Make Markets More Competitive? Evidence from the Life Insurance Industry," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 481-507, June.
    11. Eugene Orlov, 2011. "How Does The Internet Influence Price Dispersion? Evidence From The Airline Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 59(1), pages 21-37, March.
    12. Huanxing Yang, 2013. "Targeted search and the long tail effect," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 733-756, December.
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    Cited by:

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    More about this item

    Keywords

    E-Commerce; Wage; Skill; Local Labor Market; Credit Card;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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