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The Effects of Agglomeration on Socio-economic Outcomes: A District Level Panel Study of Punjab

Author

Listed:
  • Annus Azhar

    (Punjab Economic Research Institute (PERI))

  • Shahid Adil

    (Punjab Economic Research Institute (PERI))

Abstract

This paper examines the variation of agglomeration across districts over time in Punjab and analyses the effects of agglomeration on socio-economic outcomes in terms of social inclusion and efficiency of firms at the district level in Punjab. Earlier studies in this regard faced multiple problems since they used cross-sectional data. To bridge the gap, a newly constructed panel data from CMI is used. Factor Analysis technique is used to analyse socialinclusion variable, in addition to some other control variables as well. Data Envelopment Analysis (DEA) with bootstrap technique (performed in R) is used to calculate district-wise firm efficiency. The study argues that agglomeration is a logical consequence of China Pakistan Economic Corridor (CPEC) through an increase in the economic activity in various districts of the province. The results show that district agglomeration has a positive effect on the average district-wise efficiency of firms and has a positive statistically significant relation with social inclusion. Interesting implications arise from results, setting up clusters in urbanised rather than highly urbanised areas under CPEC can be a game changer for the economy of Pakistan especially Punjab since it has significant potential positive effects on the economy of Punjab.

Suggested Citation

  • Annus Azhar & Shahid Adil, 2019. "The Effects of Agglomeration on Socio-economic Outcomes: A District Level Panel Study of Punjab," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 58(2), pages 159-176.
  • Handle: RePEc:pid:journl:v:58:y:2019:i:2:p:159-176
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    File URL: http://www.pide.org.pk/pdf/PDR/2019/Volume2/159-176.pdf
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    References listed on IDEAS

    as
    1. Frank Barry & Holger Görg & Eric Strobl, 2004. "Foreign direct investment, agglomerations, and demonstration effects: An empirical investigation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 140(3), pages 583-600, September.
    2. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    3. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, April.
    4. Mercedes Gumbau-Albert & Joaquin Maudos, 2002. "The determinants of efficiency: the case of the Spanish industry," Applied Economics, Taylor & Francis Journals, vol. 34(15), pages 1941-1948.
    5. Naved Hamid & Maha Khan, 2015. "Pakistan: A Case of Premature Deindustrialization?," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 20(Special E), pages 107-141, September.
    6. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    7. Sukkoo Kim, 2008. "Spatial Inequality and Economic Development," World Bank Publications - Books, The World Bank Group, number 28050.
    8. 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.
    9. Henderson, Vernon & Lee, Todd & Lee, Yung Joon, 2001. "Scale Externalities in Korea," Journal of Urban Economics, Elsevier, vol. 49(3), pages 479-504, May.
    10. Pontus Braunerhjelm & Benny Borgman, 2004. "Geographical Concentration, Entrepreneurship and Regional Growth: Evidence from Regional Data in Sweden, 1975-99," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 929-947.
    11. Eide, Eric R. & Showalter, Mark H., 2011. "Estimating the relation between health and education: What do we know and what do we need to know?," Economics of Education Review, Elsevier, vol. 30(5), pages 778-791, October.
    12. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    13. Azam Chaudhry & Maryiam Haroon, 2015. "The Economic Impact of New Firms in Punjab," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 20(Special E), pages 143-182, September.
    14. Guimaraes, Paulo & Figueiredo, Octavio & Woodward, Douglas, 2000. "Agglomeration and the Location of Foreign Direct Investment in Portugal," Journal of Urban Economics, Elsevier, vol. 47(1), pages 115-135, January.
    15. Raffaello Bronzini, 2004. "Foreign direct investment and agglomeration: evidence from Italy," Temi di discussione (Economic working papers) 526, Bank of Italy, Economic Research and International Relations Area.
    16. Rizov, Marian & Oskam, Arie & Walsh, Paul, 2012. "Is there a limit to agglomeration? Evidence from productivity of Dutch firms," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 595-606.
    17. Cohen, Jeffrey P. & Paul, Catherine J. Morrison, 2005. "Agglomeration economies and industry location decisions: the impacts of spatial and industrial spillovers," Regional Science and Urban Economics, Elsevier, vol. 35(3), pages 215-237, May.
    18. David Castells-Quintana & Vicente Royuela, 2014. "Agglomeration, inequality and economic growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 343-366, March.
    19. LaFountain, Courtney, 2005. "Where do firms locate? Testing competing models of agglomeration," Journal of Urban Economics, Elsevier, vol. 58(2), pages 338-366, September.
    20. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    21. Long Thanh Giang & Cuong Viet Nguyen & Tuyen Quang Tran, 2015. "A Linkage between Firm Agglomeration and Poverty Reduction First evidence in Vietnam," Working Papers 2015-617, Department of Research, Ipag Business School.
    22. Theresa Chaudhry & Nida Jamil & Azam Chaudhry, 2017. "Pakistan’s Experience with the Pakistan–China FTA: Lessons for CPEC," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 22(Special E), pages 1-24, September.
    23. Lall, Somik V. & Shalizi, Zmarak & Deichmann, Uwe, 2004. "Agglomeration economies and productivity in Indian industry," Journal of Development Economics, Elsevier, vol. 73(2), pages 643-673, April.
    24. Ali Cheema & Lyyla Khalid & Manasa Patnam, 2008. "The Geography of Poverty: Evidence from the Punjab," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 13(Special E), pages 163-188, September.
    25. Cameron, A. Colin & Trivedi, Pravin K., 1990. "Regression-based tests for overdispersion in the Poisson model," Journal of Econometrics, Elsevier, vol. 46(3), pages 347-364, December.
    26. Mitra, Arup, 1999. "Agglomeration Economies as Manifested in Technical Efficiency at the Firm Level," Journal of Urban Economics, Elsevier, vol. 45(3), pages 490-500, May.
    27. Ejaz Ghani & Musleh ud Din & Afia Malik, 2017. "An Assessment of Pakistan's Export Performance and the Way Forward," Working Papers id:12173, eSocialSciences.
    28. David L. Barkley & Mark S. Henry, 1997. "Rural Industrial Development: To Cluster or Not to Cluster?," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 19(2), pages 308-325.
    29. Afia Malik & Ejaz Ghani & Musleh ud Din, 2017. "An Assessment of Pakistan’s Export Performance and the Way Forward," PIDE-Working Papers 2017:153, Pakistan Institute of Development Economics.
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    More about this item

    Keywords

    Agglomeration; CPEC; Social Inclusion; Factor Analysis; Data Envelopment Analysis; Efficiency;
    All these keywords.

    JEL classification:

    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies

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