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Regional Wage Differences and Agglomeration Externalities: Micro Evidence from Thai Manufacturing Workers

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  • Nutchapon Prasertsoong

    (Faculty of Economics, Thammasat University, Bangkok 10200, Thailand)

  • Nattapong Puttanapong

    (Faculty of Economics, Thammasat University, Bangkok 10200, Thailand)

Abstract

The large and persistent wage gap between the Bangkok Metropolitan Region and its peripheries remains a major concern for policymakers and civil society. Theoretically, these regional disparities exist due to differences in workforce skills and the local characteristics of the regions. This study empirically investigates the sources of spatial wage disparity in Thailand using data sets from the Labor Force Survey, the Industrial Census, geospatial data, and satellite imagery for the years 2007, 2012, and 2017. The two-stage estimation method was applied, and the soil clay content was used as the instrumental variable for correcting endogeneity and variable bias omission. The results show that workers’ education and experience affect the wage differential. Other than individual skills, workers also benefited from the agglomeration externalities of large cities. Specifically, the effect of agglomeration externalities on wages in Thailand was found to be statistically significant. To overcome the paradox of a low urbanization rate and high urban primacy in Thailand, this study suggests the establishment of multiple regional cities that create high agglomeration externalities.

Suggested Citation

  • Nutchapon Prasertsoong & Nattapong Puttanapong, 2022. "Regional Wage Differences and Agglomeration Externalities: Micro Evidence from Thai Manufacturing Workers," Economies, MDPI, vol. 10(12), pages 1-22, December.
    • Handle: RePEc:gam:jecomi:v:10:y:2022:i:12:p:319-:d:1001046
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    1. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    2. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    3. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    4. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    5. Gilles Duranton, 2015. "Growing through Cities in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(1), pages 39-73.
    6. Tanthaka Vivatsurakit & Jessica Vechbanyongratana, 2020. "Returns to education among the informally employed in Thailand," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 34(1), pages 26-43, May.
    7. Ana Maria Bonomi Barufi & Eduardo Amaral Haddad & Peter Nijkamp, 2016. "Industrial scope of agglomeration economies in Brazil," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(3), pages 707-755, May.
    8. Henderson, J. Vernon, 1986. "Efficiency of resource usage and city size," Journal of Urban Economics, Elsevier, vol. 19(1), pages 47-70, January.
    9. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    10. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    11. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    12. Henderson, Vernon, 2003. "The Urbanization Process and Economic Growth: The So-What Question," Journal of Economic Growth, Springer, vol. 8(1), pages 47-71, March.
    13. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    14. Ronald L. Moomaw, 1981. "Productivity and City Size: A Critique of the Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(4), pages 675-688.
    15. Nattapong Puttanapong & Amornrat Luenam & Pit Jongwattanakul, 2022. "Spatial Analysis of Inequality in Thailand: Applications of Satellite Data and Spatial Statistics/Econometrics," Sustainability, MDPI, vol. 14(7), pages 1-25, March.
    16. J. Vernon Henderson, 2003. "Urbanization and Economic Development," Annals of Economics and Finance, Society for AEF, vol. 4(2), pages 275-341, November.
    17. Waleerat Suphannachart, 2017. "What Drives Labour Productivity in the Ageing Agriculture of Thailand?," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 7(1), pages 1-6.
    18. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    19. Moomaw, Ronald L., 1998. "Agglomeration economies: Are they exaggerated by industrial aggregation?," Regional Science and Urban Economics, Elsevier, vol. 28(2), pages 199-211, March.
    20. Ridhwan, Masagus M., 2021. "Spatial wage differentials and agglomeration externalities: Evidence from Indonesian microdata," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 573-591.
    21. Brett Massimino & John V. Gray & Kenneth K. Boyer, 2017. "The Effects of Agglomeration and National Property Rights on Digital Confidentiality Performance," Production and Operations Management, Production and Operations Management Society, vol. 26(1), pages 162-179, January.
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