IDEAS home Printed from https://ideas.repec.org/p/ukc/ukcedp/2604.html

Industry Agglomeration in a Developing Economy: Evidence from India

Author

Listed:
  • Amrit Amirapu
  • Malavika Thirumalai Ananthakrishnan
  • Alex Klein

Abstract

This paper examines the role of agglomeration economies in shaping patterns of industrial coagglomeration in post-liberalisation India. Using granular, establishment-level data from a 2005 census of all non-farm establishments, we estimate the relative importance of two Marshallian channels of agglomeration economies -- input-output linkages and labour market pooling -- in determining which industries locate together. To address concerns regarding endogeneity and measurement error we employ instrumental variables based on U.S. industrial data. We find large effects for both Marshallian channels -- substantially larger than those the previous literature has found for advanced economies. By contrast, natural advantages appear less influential, though this may reflect measurement challenges. We also find that the two channels operate at distinct geographic scales: inputoutput linkages are similarly influential at both the district level and at the level of individual towns and villages, while labour market pooling effects appear more localized, as they are strongest at the town/village level. This pattern holds both in the full sample and within manufacturing alone. Our study is among the first detailed empirical assessments of coagglomeration patterns in a developing country, thus offering insights into the economic forces that shape spatial inequalities in such contexts.

Suggested Citation

  • Amrit Amirapu & Malavika Thirumalai Ananthakrishnan & Alex Klein, 2026. "Industry Agglomeration in a Developing Economy: Evidence from India," Studies in Economics 2604, School of Economics, University of Kent.
  • Handle: RePEc:ukc:ukcedp:2604
    as

    Download full text from publisher

    File URL: https://www.kent.ac.uk/economics/repec/2604.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Isaiah Andrews & James H. Stock & Liyang Sun, 2019. "Weak Instruments in Instrumental Variables Regression: Theory and Practice," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 727-753, August.
    2. 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.
    3. Sam Asher & Tobias Lunt & Ryu Matsuura & Paul Novosad, 2021. "Development Research at High Geographic Resolution: An Analysis of Night-Lights, Firms, and Poverty in India Using the SHRUG Open Data Platform," The World Bank Economic Review, World Bank, vol. 35(4), pages 845-871.
    4. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    5. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
    6. Elif Alkay & Geoffrey Hewings, 2012. "The determinants of agglomeration for the manufacturing sector in the Istanbul metropolitan area," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(1), pages 225-245, February.
    7. Canfei He & Junsong Wang, 2010. "Geographical agglomeration and co-agglomeration of foreign and domestic enterprises: a case study of Chinese manufacturing industries," Post-Communist Economies, Taylor & Francis Journals, vol. 22(3), pages 323-343.
    8. Baum-Snow, Nathaniel & Henderson, J. Vernon & Turner, Matthew A. & Zhang, Qinghua & Brandt, Loren, 2020. "Does investment in national highways help or hurt hinterland city growth?," Journal of Urban Economics, Elsevier, vol. 115(C).
    9. Amrit Amirapu & Arvind Subramanian, 2015. "Manufacturing or Services? An Indian Illustration of a Development Dilemma," Working Papers id:7521, eSocialSciences.
    10. Ejaz Ghani & William R. Kerr & Stephen O'Connell, 2014. "Spatial Determinants of Entrepreneurship in India," Regional Studies, Taylor & Francis Journals, vol. 48(6), pages 1071-1089, June.
    11. 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.
    12. Deichmann, Uwe & Kaiser, Kai & Lall, Somik V & Shalizi, Zmarak, 2005. "Agglomeration, transport, and regional development in Indonesia," Policy Research Working Paper Series 3477, The World Bank.
    13. Amirapu, Amrit & Asadullah, M. Niaz & Wahhaj, Zaki, 2022. "Social barriers to female migration: Theory and evidence from Bangladesh," Journal of Development Economics, Elsevier, vol. 158(C).
    14. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.
    15. Ejaz Ghani & Arti Grover Goswami & William R. Kerr, 2016. "Highway to Success: The Impact of the Golden Quadrilateral Project for the Location and Performance of Indian Manufacturing," Economic Journal, Royal Economic Society, vol. 126(591), pages 317-357, March.
    16. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    17. Jed Kolko, 2010. "Urbanization, Agglomeration, and Coagglomeration of Service Industries," NBER Chapters, in: Agglomeration Economics, pages 151-180, National Bureau of Economic Research, Inc.
    18. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    Full references (including those not matched with items on IDEAS)

    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. Das, Abhiman & Ghani, Ejaz & Grover, Arti & Kerr, William & Nanda, Ramana, 2024. "JUE insight: Infrastructure and Finance: Evidence from India’s GQ highway network," Journal of Urban Economics, Elsevier, vol. 142(C).
    3. Edilberto Tiago Almeida & Raul Mota Silveira Neto & Jaime Macedo Brito Bastos & Rubens Lopes Pereira Silva, 2021. "Location patterns of service activities in large metropolitan areas: the Case of São Paulo," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(2), pages 451-481, October.
    4. Sugam Agarwal & Smruti Ranjan Behera, 2022. "Geographical concentration of knowledge and technology-intensive industries in India: empirical evidence from establishment-level analysis," Indian Economic Review, Springer, vol. 57(2), pages 513-552, December.
    5. Fernandes, Ana M. & Sharma, Gunjan, 2012. "Together we stand ? agglomeration in Indian manufacturing," Policy Research Working Paper Series 6062, The World Bank.
    6. Edilberto Tiago de Almeida & Raul da Mota Silveira Neto & Roberta de Moraes Rocha, 2023. "The spatial scope of agglomeration economies in Brazil," Journal of Regional Science, Wiley Blackwell, vol. 63(4), pages 820-863, September.
    7. Ghani, Ejaz & Kerr, William R. & Tewari, Ishani, 2013. "Specialization, diversity, and Indian manufacturing growth," Policy Research Working Paper Series 6648, The World Bank.
    8. Jennifer Day & Peter Ellis, 2013. "Growth in Indonesia's manufacturing sectors: Urban and localization contributions," Regional Science Policy & Practice, Wiley Blackwell, vol. 5(3), pages 343-368, August.
    9. Ghani, Ejaz & Kerr, William R. & Tewari, Ishani, 2014. "Regional diversity and inclusive growth in Indian cities," Policy Research Working Paper Series 6919, The World Bank.
    10. Medeiros, Victor & Ribeiro, Rafael S.M. & Amaral, Pedro V.M. & Stein, Alexandre Q., 2025. "Highway infrastructure and economic development: Measuring causal impacts of infrastructure investments using a three-step instrumental variable identification strategy," Transport Policy, Elsevier, vol. 163(C), pages 394-407.
    11. Vasavi Bhatt, 2025. "Occupational concentration and specialized knowledge: evidence from census of India," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(3), pages 1-30, September.
    12. Kailthya, Subham & Kambhampati, Uma, 2022. "Road to productivity: Effects of roads on total factor productivity in Indian manufacturing," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 174-195.
    13. Lall, Somik V. & Mengistae, Taye, 2005. "Business environment, clustering, and industry location : evidence from Indian cities," Policy Research Working Paper Series 3675, The World Bank.
    14. Bird, Julia & Straub, Stéphane, 2020. "The Brasília experiment: The heterogeneous impact of road access on spatial development in Brazil," World Development, Elsevier, vol. 127(C).
    15. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    16. Yoshifumi Konishi & Akari Ono, 2024. "Do Winners Win More from Transport Megaprojects? Evidence from the Great Seto Bridge in Japan," Keio-IES Discussion Paper Series 2024-018, Institute for Economics Studies, Keio University.
    17. De Borger, Bruno & Mulalic, Ismir & Rouwendal, Jan, 2025. "Productivity and wage effects of an exogenous improvement in transport infrastructure: Accessibility and the Great Belt Bridge," Regional Science and Urban Economics, Elsevier, vol. 114(C).
    18. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.
    19. Renjith Ramachandran & Ketan Reddy & Subash Sasidharan, 2020. "Agglomeration and Productivity: Evidence from Indian Manufactuaring," Studies in Microeconomics, , vol. 8(1), pages 75-94, June.
    20. Wei, Wei & Young, Alex, 2025. "Beyond Russell reconstitution: A re-examination of methodologies for natural experiments," Journal of Corporate Finance, Elsevier, vol. 91(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ukc:ukcedp:2604. 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: Dr Anirban Mitra (email available below). General contact details of provider: https://www.kent.ac.uk/economics/ .

    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.