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Agglomeration economies in the formal and informal sectors : a Bayesian spatial approach

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  • Tanaka, Kiyoyasu
  • Hashiguchi, Yoshihiro

Abstract

This paper examines whether localized clusters of similar industries produce agglomeration economies in the formal and informal sectors. We develop a Bayesian method to estimate a spatial autoregressive model with an endogenous independent variable. We use establishment-level census data that cover both formal registered and informal unregistered establishments in Cambodia. We find that the density of local employment has a significantly positive effect on productivity in the informal sector, but little effect in the formal sector. For manufacturing, a doubling of employment density increases productivity in the informal sector by 9% through local linkages and by 17% through spatial multiplier linkages, leading to a 26% increase in total. A spatial network magnifies the local impact of agglomeration economies in the informal sector.

Suggested Citation

  • Tanaka, Kiyoyasu & Hashiguchi, Yoshihiro, 2017. "Agglomeration economies in the formal and informal sectors : a Bayesian spatial approach," IDE Discussion Papers 666, Institute of Developing Economies, Japan External Trade Organization(JETRO).
  • Handle: RePEc:jet:dpaper:dpaper666
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    References listed on IDEAS

    as
    1. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    2. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    3. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    4. 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.
    5. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    6. Chhair, Sokty & Newman, Carol, 2014. "Clustering, competition, and spillover effects: Evidence from Cambodia," WIDER Working Paper Series 065, World Institute for Development Economic Research (UNU-WIDER).
    7. Ali, Merima & Peerlings, Jack, 2011. "Value Added of Cluster Membership for Micro Enterprises of the Handloom Sector in Ethiopia," World Development, Elsevier, vol. 39(3), pages 363-374, March.
    8. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    9. Masahisa Fujita & Jacques‐François Thisse, 2003. "Does Geographical Agglomeration Foster Economic Growth? And Who Gains and Loses from It?," The Japanese Economic Review, Japanese Economic Association, vol. 54(2), pages 121-145, June.
    10. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    11. Livingstone, Ian, 1991. "A reassessment of Kenya's rural and urban informal sector," World Development, Elsevier, vol. 19(6), pages 651-670, June.
    12. 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.
    13. Yoshihiro Hashiguchi, 2010. "Bayesian estimation of spatial externalities using regional production function: the case of China and Japan," Economics Bulletin, AccessEcon, vol. 30(1), pages 751-764.
    14. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    15. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    16. Yoshihiro Hashiguchi & Kiyoyasu Tanaka, 2015. "Agglomeration and firm-level productivity: A Bayesian spatial approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 95-114, November.
    17. Hashino, Tomoko & Otsuka, Keijiro, 2013. "Cluster-based industrial development in contemporary developing countries and modern Japanese economic history," Journal of the Japanese and International Economies, Elsevier, vol. 30(C), pages 19-32.
    18. Randall W. Eberts & Daniel P. McMillen, 1999. "Agglomeration Economies and Urban Public Infrastructure," Book chapters authored by Upjohn Institute researchers, in: Paul Cheshire & Edwin S. Mills (ed.),handbook or Regional and Urban Economics, volume 3, pages 1455-1495, W.E. Upjohn Institute for Employment Research.
    19. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    20. Hal Hill & Jayant Menon, 2013. "Cambodia: Rapid Growth with Weak Institutions," Asian Economic Policy Review, Japan Center for Economic Research, vol. 8(1), pages 46-65, June.
    21. 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.
    22. Lourens Broersma & Jan Oosterhaven, 2009. "Regional Labor Productivity In The Netherlands: Evidence Of Agglomeration And Congestion Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(3), pages 483-511, August.
    23. Andersson, Fredrik & Burgess, Simon & Lane, Julia I., 2007. "Cities, matching and the productivity gains of agglomeration," Journal of Urban Economics, Elsevier, vol. 61(1), pages 112-128, January.
    24. Daniel J Graham, 2009. "Identifying urbanisation and localisation externalities in manufacturing and service industries," Papers in Regional Science, Wiley Blackwell, vol. 88(1), pages 63-84, March.
    25. Sokty Chhair & Carol Newman, 2014. "Clustering, Competition, and Spillover Effects: Evidence from Cambodia," WIDER Working Paper Series wp-2014-065, World Institute for Development Economic Research (UNU-WIDER).
    26. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171, Elsevier.
    27. Schmitz, Hubert & Nadvi, Khalid, 1999. "Clustering and Industrialization: Introduction," World Development, Elsevier, vol. 27(9), pages 1503-1514, September.
    28. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-342, April.
    29. repec:spo:wpecon:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    30. 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.
    31. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    32. Hill, Hal & Menon, Jayant, 2013. "Cambodia: Rapid Growth with Institutional Constraints," ADB Economics Working Paper Series 331, Asian Development Bank.
    33. 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.
    34. Michael J. Artis & Ernest Miguelez & Rosina Moreno, 2012. "Agglomeration economies and regional intangible assets: an empirical investigation," Journal of Economic Geography, Oxford University Press, vol. 12(6), pages 1167-1189, November.
    35. 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.
    36. Henry Overman & Anthony J. Venables, 2005. "Cities in the Developing World," CEP Discussion Papers dp0695, Centre for Economic Performance, LSE.
    37. Ana Moreno-Monroy & Janneke Pieters & Abdul Erumban, 2014. "Formal sector subcontracting and informal sector employment in Indian manufacturing," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-17, December.
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    Cited by:

    1. Kamei,Akito & Nakamura,Shohei, 2020. "Urban Agglomerations and Employment Transitions in Ethiopia," Policy Research Working Paper Series 9184, The World Bank.

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    More about this item

    Keywords

    Cambodia; Industry; Informal sector; Productivity; Agglomeration economies; Bayes;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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