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The spatial structure of labour force employment in China’s industries: Measurement and extraction

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  • Lu, Lan
  • Yin, Shuiying
  • Wen, Fuying
  • Xu, Qingqing

Abstract

With the continuous refinement and cross-integration of China’s industrial division of labour, analysis of the dynamic change in the spatial structure of labour force employment provides important insights into the spatial development pattern and industrial layout of China’s economy. In this paper, first, the scale and direction of labour flow between industries are measured based on input–output tables for 2007–2017. Second, a labour employment space network of China’s industries is constructed using social network analysis. Finally, the characteristics of the spatial structure of China’s labour force employment are extracted based on the spatial structure dimensions of points, lines, and networks. The results show that the employment effect on the labour force varies significantly according to diverse industry characteristics. In China, labour- and technology-intensive industries have always been the main absorption sites for labour force employment. As the labour force reservoir effect increases, the attractiveness of capital-intensive industries to the labour force gradually strengthens. Regarding the industrial chain, industry agglomeration within a sector has been shown in the employment space of China’s labour force. In particular, the service sector has already been stratified, and the hierarchy in the labour force employment structure is obvious. The networking of employment space indicates that the triangular mode structure with transitivity and interaction promotes the evolution of China’s labour employment space and that the trend of a multi-direction cycle network has gradually developed. In summary, the core–periphery heterogeneity spatial structure of the overall distribution of China’s labour employment has gradually been strengthened by the properties of agglomeration, hierarchy, and networks.

Suggested Citation

  • Lu, Lan & Yin, Shuiying & Wen, Fuying & Xu, Qingqing, 2023. "The spatial structure of labour force employment in China’s industries: Measurement and extraction," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 472-486.
    • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:472-486
    DOI: 10.1016/j.eap.2022.12.001
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    as
    1. Ines Helm, 2020. "National Industry Trade Shocks, Local Labour Markets, and Agglomeration Spillovers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1399-1431.
    2. Tan, Youchao & Liu, Xiumei & Sun, Hanwen & Zeng, Cheng(Colin), 2022. "Population ageing, labour market rigidity and corporate innovation: Evidence from China," Research Policy, Elsevier, vol. 51(2).
    3. Xie, Hualin & Lu, Hua, 2017. "Impact of land fragmentation and non-agricultural labor supply on circulation of agricultural land management rights," Land Use Policy, Elsevier, vol. 68(C), pages 355-364.
    4. Zhu, Weiwei & Zhu, Yaqin & Lin, Huaping & Yu, Yu, 2021. "Technology progress bias, industrial structure adjustment, and regional industrial economic growth motivation —— Research on regional industrial transformation and upgrading based on the effect of lea," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    5. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    6. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    7. Combes, Pierre-Philippe & Magnac, Thierry & Robin, Jean-Marc, 2004. "The dynamics of local employment in France," Journal of Urban Economics, Elsevier, vol. 56(2), pages 217-243, September.
    8. 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.
    9. Erickson, Rodney A. & Wasylenko, Michael, 1980. "Firm relocation and site selection in suburban municipalities," Journal of Urban Economics, Elsevier, vol. 8(1), pages 69-85, July.
    10. Shamnaaz B. Sufrauj & Giancarlo Corò & Mario Volpe, 2017. "Regional labour market mobility. A network analysis of inter-firm relatedness," Working Papers 2017:06, Department of Economics, University of Venice "Ca' Foscari".
    11. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    12. Stephen J. Meardon, 2001. "Modeling Agglomeration and Dispersion in City and Country: Gunnar Myrdal, François Perroux, and the New Economic Geography," American Journal of Economics and Sociology, Wiley Blackwell, vol. 60(1), pages 25-57, January.
    13. Kerwin Kofi Charles & Erik Hurst & Mariel Schwartz, 2019. "The Transformation of Manufacturing and the Decline in US Employment," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 307-372.
    14. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    15. Wang, Chengwei & Miao, Wang & Lu, Miaomiao, 2022. "Evolution of the Chinese industrial structure: A social network perspective," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    16. Schmutte, Ian M., 2014. "Free to Move? A Network Analytic Approach for Learning the Limits to Job Mobility," Labour Economics, Elsevier, vol. 29(C), pages 49-61.
    17. Combes, Pierre-Philippe & Magnac, Thierry & Robin, Jean-Marc, 2004. "The dynamics of local employment in France," Journal of Urban Economics, Elsevier, vol. 56(2), pages 217-243, September.
    18. Maria Symeonaki & Glykeria Stamatopoulou, 2020. "On the Measurement of Positive Labor Market Mobility," SAGE Open, , vol. 10(3), pages 21582440209, July.
    19. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    20. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    21. Jae Ik Kim & Chang Hwan Yeo & Jin-Hwi Kwon, 2014. "Spatial change in urban employment distribution in Seoul metropolitan city: clustering, dispersion and general dispersion," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 18(3), pages 355-372, November.
    22. Jens Suedekum & Uwe Blien, 2007. "Stimulating Employment Growth with Higher Wages? A New Approach to Addressing an Old Controversy," Kyklos, Wiley Blackwell, vol. 60(3), pages 441-464, August.
    23. Stefan Krabel & Choni Fl�ther, 2014. "Here Today, Gone Tomorrow? Regional Labour Mobility of German University Graduates," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1609-1627, October.
    24. Huang, Yi & Sheng, Liugang & Wang, Gewei, 2021. "How did rising labor costs erode China’s global advantage?," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 632-653.
    25. Mamertino, Mariano & Sinclair, Tara M., 2019. "Migration and online job search: A gravity model approach," Economics Letters, Elsevier, vol. 181(C), pages 51-53.
    26. Jean‐Michel Guldmann & Fahui Wang, 1998. "Population And Employment Density Functions Revisited: A Spatial Interaction Approach," Papers in Regional Science, Wiley Blackwell, vol. 77(2), pages 189-211, April.
    27. Xiao-Yong Yan & Wen-Xu Wang & Zi-You Gao & Ying-Cheng Lai, 2017. "Universal model of individual and population mobility on diverse spatial scales," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    28. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    29. Han Zhang & Dongli Wu, 2022. "The Impact of Transport Infrastructure on Rural Industrial Integration: Spatial Spillover Effects and Spatio-Temporal Heterogeneity," Land, MDPI, vol. 11(7), pages 1-18, July.
    30. Mr. Tigran Poghosyan, 2018. "Regional Labor Mobility in Finland," IMF Working Papers 2018/252, International Monetary Fund.
    31. Patrícia Araújo Amarante & Magno Vamberto Batista Silva & Paulo Aguiar Monte, 2019. "Does the spatial density of employment stimulate inter-firm worker mobility? An analysis of Brazilian municipalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 85-115, August.
    32. Fujita, Masahisa & Mori, Tomoya & Henderson, J. Vernon & Kanemoto, Yoshitsugu, 2004. "Spatial distribution of economic activities in Japan and China," 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 65, pages 2911-2977, Elsevier.
    33. Simon, Curtis J, 1987. "Industrial Diversity, Vacancy Dispersion, and Unemployment," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 21(2), pages 60-73, July.
    34. Robert Manduca, 2021. "The spatial structure of US metropolitan employment: New insights from administrative data," Environment and Planning B, , vol. 48(5), pages 1357-1372, June.
    35. Filippo Simini & Marta C. González & Amos Maritan & Albert-László Barabási, 2012. "A universal model for mobility and migration patterns," Nature, Nature, vol. 484(7392), pages 96-100, April.
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