IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i16p6509-d397971.html
   My bibliography  Save this article

Agglomeration Externalities and Skill Upgrading in Local Labor Markets: Evidence from Prefecture-Level Cities of China

Author

Listed:
  • Shiyang Li

    (Beijing Key Laboratory of Environmental Remote Sensing and Digital City, Beijing Normal University, Beijing 100875, China
    School of Geography, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China)

  • Huasheng Zhu

    (Beijing Key Laboratory of Environmental Remote Sensing and Digital City, Beijing Normal University, Beijing 100875, China
    School of Geography, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China)

Abstract

Skill upgrading, the increase in the percentage of skilled workers in the employment population, boosts the economic growth of developing countries and sustains their industrial competitiveness. The international economics literature discusses the effects of international trade on skill upgrading, ignoring the potential role of agglomeration externalities. This paper takes China as a case study, which has been encountering a serious challenge about how to strengthen its industrial competitiveness in the world through skill upgrading as its population dividend decreases. The panel data of 2005, 2010 and 2015 from prefecture-level cities in China were used for regression analysis to explore the benefits from agglomeration externalities, including specialization and diversification effects, on skill upgrading. The results show that both the specialization effect and diversification effect do promote skill upgrading. Furthermore, there are significant differences in the influence of local agglomeration externalities across different regions, and the positive effect brought about by specialization externalities is usually dominant in undeveloped, inland or small cities, compared with the diversification in developed or coastal cities. Besides, manufacturing agglomerations exhibit positive externalities to skill upgrading mainly through specialization, while the service agglomerations mainly promote skill upgrading by means of diversification.

Suggested Citation

  • Shiyang Li & Huasheng Zhu, 2020. "Agglomeration Externalities and Skill Upgrading in Local Labor Markets: Evidence from Prefecture-Level Cities of China," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:16:p:6509-:d:397971
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/16/6509/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/16/6509/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    3. Chamarbagwala, Rubiana, 2006. "Economic Liberalization and Wage Inequality in India," World Development, Elsevier, vol. 34(12), pages 1997-2015, December.
    4. Harris, Richard G. & Robertson, Peter E., 2013. "Trade, wages and skill accumulation in the emerging giants," Journal of International Economics, Elsevier, vol. 89(2), pages 407-421.
    5. Danielle Galliano & Marie-Beno�t Magrini & Pierre Triboulet, 2015. "Marshall's versus Jacobs' Externalities in Firm Innovation Performance: The Case of French Industry," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1840-1858, November.
    6. Arup Mitra & Amit Jha, 2015. "Innovation and employment: a firm level study of Indian industries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 45-71, June.
    7. Guido De Blasio & Sabrina Di Addario, 2005. "Do Workers Benefit from Industrial Agglomeration?," Journal of Regional Science, Wiley Blackwell, vol. 45(4), pages 797-827, November.
    8. Gallego, Francisco A., 2012. "Skill Premium in Chile: Studying Skill Upgrading in the South," World Development, Elsevier, vol. 40(3), pages 594-609.
    9. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    10. Christopher Bollinger & James P. Ziliak & Kenneth R. Troske, 2011. "Down from the Mountain: Skill Upgrading and Wages in Appalachia," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 819-857.
    11. Gary Gereffi & Joonkoo Lee, 2016. "Economic and Social Upgrading in Global Value Chains and Industrial Clusters: Why Governance Matters," Journal of Business Ethics, Springer, vol. 133(1), pages 25-38, January.
    12. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    13. O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
    14. Manasse, Paolo & Stanca, Luca & Turrini, Alessandro, 2004. "Wage premia and skill upgrading in Italy: why didn't the hound bark?," Labour Economics, Elsevier, vol. 11(1), pages 59-83, February.
    15. Maria Bas, 2012. "Technology Adoption, Export Status, and Skill Upgrading: Theory and Evidence," Review of International Economics, Wiley Blackwell, vol. 20(2), pages 315-331, May.
    16. Freeman, C., 1991. "Networks of innovators: A synthesis of research issues," Research Policy, Elsevier, vol. 20(5), pages 499-514, October.
    17. Lydia Greunz, 2004. "Industrial structure and innovation - evidence from European regions," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 563-592, December.
    18. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    19. Qiao, Fangbin, 2017. "Increasing wage, mechanization, and agriculture production in China," China Economic Review, Elsevier, vol. 46(C), pages 249-260.
    20. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages 60-70.
    21. Yehua Dennis Wei & Wangming Li & Chunbin Wang, 2007. "Restructuring Industrial Districts, Scaling Up Regional Development: A Study of the Wenzhou Model, China," Economic Geography, Taylor & Francis Journals, vol. 83(4), pages 421-444, October.
    22. 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.
    23. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    24. Gilberto Antonelli & Roberto Antonietti & Giovanni Guidetti, 2010. "Organizational Change, Skill Formation, Human Capital Measurement: Evidence From Italian Manufacturing Firms," Journal of Economic Surveys, Wiley Blackwell, vol. 24(2), pages 206-247, April.
    25. Huasheng Zhu & Junwei Feng & Maojun Wang & Fan Xu, 2017. "Sustaining Regional Advantages in Manufacturing: Skill Accumulation of Rural–Urban Migrant Workers in the Coastal Area of China," Sustainability, MDPI, vol. 9(1), pages 1-23, January.
    26. Hansen, Gary D. & Imrohoroglu, Selahattin, 2009. "Business cycle fluctuations and the life cycle: How important is on-the-job skill accumulation?," Journal of Economic Theory, Elsevier, vol. 144(6), pages 2293-2309, November.
    27. Berliant, Marcus & Fujita, Masahisa, 2012. "Culture and diversity in knowledge creation," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 648-662.
    28. repec:hal:journl:hal-01297743 is not listed on IDEAS
    29. Stefan P.T. Groot & Henri L.F. Groot & Martijn J. Smit, 2014. "Regional Wage Differences In The Netherlands: Micro Evidence On Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 503-523, June.
    30. Marco Mazzeschi, 2016. "The EU Policy to Attract Highly Skilled Workers: The Status of Implementation of the Blue Card Directive," Journal of Management and Sustainability, Canadian Center of Science and Education, vol. 6(4), pages 45-49, December.
    31. Glomm, Gerhard & Ravikumar, B, 1992. "Public versus Private Investment in Human Capital Endogenous Growth and Income Inequality," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 818-834, August.
    32. Pavcnik, Nina, 2003. "What explains skill upgrading in less developed countries?," Journal of Development Economics, Elsevier, vol. 71(2), pages 311-328, August.
    33. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
    34. Akinori Tomohara & Kazuhiko Yokota, 2011. "Foreign direct investment and wage inequality: is skill upgrading the culprit?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(8), pages 773-781.
    35. Attanasio, Orazio & Goldberg, Pinelopi K. & Pavcnik, Nina, 2004. "Trade reforms and wage inequality in Colombia," Journal of Development Economics, Elsevier, vol. 74(2), pages 331-366, August.
    36. Canfei He & Xinyue Ye & Junsong Wang, 2012. "Industrial agglomeration and exporting in China: What is the link?," Regional Science Policy & Practice, Wiley Blackwell, vol. 4(3), pages 317-333, August.
    37. Metka Stare & Jože Damijan, 2015. "Do innovation spillovers impact employment and skill upgrading?," The Service Industries Journal, Taylor & Francis Journals, vol. 35(13), pages 728-745, September.
    38. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    39. Maria Bas, 2012. "Technology Adoption, Export Status, and Skill Upgrading: Theory and Evidence," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01297743, HAL.
    40. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    41. Henri L.F. Groot & Jacques Poot & Martijn J. Smit, 2016. "Which Agglomeration Externalities Matter Most And Why?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 756-782, September.
    42. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
    43. Meschi, Elena & Vivarelli, Marco, 2009. "Trade and Income Inequality in Developing Countries," World Development, Elsevier, vol. 37(2), pages 287-302, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Juan Yin & Zhong Yang & Jin Guo, 2022. "Externalities of Urban Agglomerations: An Empirical Study of the Chinese Case," Sustainability, MDPI, vol. 14(19), pages 1-19, September.
    2. Wenfang Fu & Chuanjian Luo & Shan He, 2022. "Does Urban Agglomeration Promote the Development of Cities? An Empirical Analysis Based on Spatial Econometrics," Sustainability, MDPI, vol. 14(21), pages 1-23, November.
    3. Yihan Chi & Yongheng Fang & Jiamin Liu, 2022. "Spatial–Temporal Evolution Characteristics and Economic Effects of China’s Cultural and Tourism Industries’ Collaborative Agglomeration," Sustainability, MDPI, vol. 14(22), pages 1-23, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    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. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    3. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    4. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    5. Pi, Jiancai & Zhang, Pengqing, 2018. "Skill-biased technological change and wage inequality in developing countries," International Review of Economics & Finance, Elsevier, vol. 56(C), pages 347-362.
    6. Huasheng Zhu & Junwei Feng & Maojun Wang & Fan Xu, 2017. "Sustaining Regional Advantages in Manufacturing: Skill Accumulation of Rural–Urban Migrant Workers in the Coastal Area of China," Sustainability, MDPI, vol. 9(1), pages 1-23, January.
    7. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, April.
    8. Giulio Cainelli & Andrea Fracasso & Giuseppe Vittucci Marzetti, 2015. "Spatial agglomeration and productivity in Italy: A panel smooth transition regression approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 39-67, November.
    9. Andersson, Martin & Larsson, Johan P & Wernberg, Joakim, 2019. "The economic microgeography of diversity and specialization externalities – firm-level evidence from Swedish cities," Research Policy, Elsevier, vol. 48(6), pages 1385-1398.
    10. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2023. "Does context matter? Exploring the effects of productive structures on the relationship between innovation and workforce skills’ complementarity," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 1991-2011, June.
    11. Carlos Carreira & Luís Lopes, 2018. "Regional knowledge spillovers: a firm-based analysis of non-linear effects," Regional Studies, Taylor & Francis Journals, vol. 52(7), pages 948-958, July.
    12. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    13. Grace Carolina Guevara-Rosero & Stéphane Riou & Corinne Autant-Bernard, 2019. "Agglomeration externalities in Ecuador: do urbanization and tertiarization matter?," Regional Studies, Taylor & Francis Journals, vol. 53(5), pages 706-719, May.
    14. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    15. Stefan P. T. Groot & Henri L. F. Groot, 2020. "Estimating the Skill Bias in Agglomeration Externalities and Social Returns to Education: Evidence from Dutch Matched Worker-Firm Micro-Data," De Economist, Springer, vol. 168(1), pages 53-78, March.
    16. Koster, Hans R.A. & Ozgen, Ceren, 2021. "Cities and tasks," Journal of Urban Economics, Elsevier, vol. 126(C).
    17. Lanouar Charfeddine & Zouhair Mrabet, 2015. "Trade liberalization and relative employment: further evidence from Tunisia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 173-202, June.
    18. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377, CPB Netherlands Bureau for Economic Policy Analysis.
    19. José M. Gaspar, 2018. "A prospective review on New Economic Geography," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 237-272, September.
    20. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    21. Getinet Haile & Ilina Srour & Marco Vivarelli, 2017. "Imported technology and manufacturing employment in Ethiopia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 1-23, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:16:p:6509-:d:397971. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.