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Definition Matters : Metropolitan Areas and Agglomeration Economies in a Large Developing Country

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  • Bosker,Maarten
  • Park,Jane
  • Roberts,Mark

Abstract

A variety of approaches to delineate metropolitan areas have been developed. Systematic comparisons of these approaches in terms of the urban landscape that they generate are however few. This paper aims to fill this gap. The paper focuses on Indonesia and makes use of the availability of data on commuting flows, remotely-sensed nighttime lights, and spatially fine-grained population, to construct metropolitan areas using the different approaches that have been developed in the literature. The analysis finds that the maps and characteristics of Indonesia?s urban landscape vary substantially, depending on the approach used. Moreover, combining information on the metro areas generated by the different approaches with detailed micro-data from Indonesia's national labor force survey, the paper shows that the estimated size of the agglomeration wage premium depends nontrivially on the approach used to define metropolitan areas.

Suggested Citation

  • Bosker,Maarten & Park,Jane & Roberts,Mark, 2018. "Definition Matters : Metropolitan Areas and Agglomeration Economies in a Large Developing Country," Policy Research Working Paper Series 8641, The World Bank.
  • Handle: RePEc:wbk:wbrwps:8641
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    as
    1. Mark Roberts & Frederico Gil Sander & Sailesh Tiwari, 2019. "Time to ACT," World Bank Publications - Books, The World Bank Group, number 31304, December.
    2. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    3. Claudia N. Berg & Brian Blankespoor & Harris Selod, 2018. "Roads and Rural Development in Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 54(5), pages 856-874, May.
    4. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi & Wang, Jianguo, 2020. "Unequal migration and urbanisation gains in China," Journal of Development Economics, Elsevier, vol. 142(C).
    5. 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.
    6. repec:hal:spmain:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    7. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    8. Hernán D. Rozenfeld & Diego Rybski & Xavier Gabaix & Hernán A. Makse, 2011. "The Area and Population of Cities: New Insights from a Different Perspective on Cities," American Economic Review, American Economic Association, vol. 101(5), pages 2205-2225, August.
    9. 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.
    10. Kristian Behrens & Gilles Duranton & Frédéric Robert-Nicoud, 2014. "Productive Cities: Sorting, Selection, and Agglomeration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 507-553.
    11. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    12. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    13. Ahlfeldt, Gabriel M. & Pietrostefani, Elisabetta, 2019. "The economic effects of density: A synthesis," Journal of Urban Economics, Elsevier, vol. 111(C), pages 93-107.
    14. Quintero,Luis E. & Roberts,Mark, 2018. "Explaining spatial variations in productivity : evidence from Latin America and the Caribbean," Policy Research Working Paper Series 8560, The World Bank.
    15. World Bank, 2018. "Indonesia," World Bank Publications - Reports 33584, The World Bank Group.
    16. World Bank & International Monetary Fund, 2013. "Global Monitoring Report 2013 : Rural-Urban Dynamics and the Millennium Development Goals," World Bank Publications - Books, The World Bank Group, number 13330, December.
    17. Thomas J. Holmes & Sanghoon Lee, 2010. "Cities as Six-by-Six-Mile Squares: Zipf's Law?," NBER Chapters, in: Agglomeration Economics, pages 105-131, National Bureau of Economic Research, Inc.
    18. Glaeser, Edward & Henderson, J. Vernon, 2017. "Urban economics for the developing World: An introduction," Journal of Urban Economics, Elsevier, vol. 98(C), pages 1-5.
    19. Dingel, Jonathan I. & Miscio, Antonio & Davis, Donald R., 2021. "Cities, lights, and skills in developing economies," Journal of Urban Economics, Elsevier, vol. 125(C).
    20. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    21. Maria Marta Ferreyra & Mark Roberts, 2018. "Raising the Bar for Productive Cities in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 29279, December.
    22. Blankespoor,Brian & Bougna Lonla,Theophile & Garduno Rivera,Rafael & Selod,Harris, 2017. "Roads and the geography of economic activities in Mexico," Policy Research Working Paper Series 8226, The World Bank.
    23. Gilles Duranton, 2015. "Growing through Cities in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(1), pages 39-73.
    24. Enrico Moretti, 2014. "Local Economic Development, Agglomeration Economies, and the Big Push: 100 Years of Evidence from the Tennessee Valley Authority," The Quarterly Journal of Economics, Oxford University Press, vol. 129(1), pages 275-331.
    25. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi, 2015. "Migration externalities in Chinese cities," European Economic Review, Elsevier, vol. 76(C), pages 152-167.
    26. Arribas-Bel, Daniel & Garcia-López, M.-À. & Viladecans-Marsal, Elisabet, 2021. "Building(s and) cities: Delineating urban areas with a machine learning algorithm," Journal of Urban Economics, Elsevier, vol. 125(C).
    27. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    28. 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.
    29. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    30. repec:hal:wpspec:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    31. 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.
    32. 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.
    33. Gilles Duranton, 2015. "A Proposal to Delineate Metropolitan Areas in Colombia," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, August.
    34. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    35. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    36. Galdo, Virgilio & Li, Yue & Rama, Martin, 2021. "Identifying urban areas by combining human judgment and machine learning: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    37. World Bank, 2018. "Indonesia Economic Quarterly, March 2018," World Bank Publications - Reports 29616, The World Bank Group.
    38. Moretti, Enrico, 2004. "Human capital externalities in cities," 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 51, pages 2243-2291, Elsevier.
    39. Overman, Henry G. & Venables, Anthony J., 2005. "Cities in the developing world," LSE Research Online Documents on Economics 19887, London School of Economics and Political Science, LSE Library.
    40. World Bank, 2018. "Indonesia Economic Quarterly, September 2018," World Bank Publications - Reports 30448, The World Bank Group.
    41. Roberts,Mark & Blankespoor,Brian & Deuskar,Chandan & Stewart,Benjamin P., 2017. "Urbanization and development : is Latin America and the Caribbean different from the rest of the world?," Policy Research Working Paper Series 8019, The World Bank.
    42. World Bank, 2018. "Indonesia," World Bank Publications - Reports 33254, The World Bank Group.
    43. World Bank, 2018. "Indonesia Economic Quarterly, December 2018," World Bank Publications - Reports 30969, The World Bank Group.
    44. World Bank, 2018. "Indonesia," World Bank Publications - Reports 31010, The World Bank Group.
    45. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    46. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    47. World Bank, 2018. "Indonesia Economic Quarterly, June 2018," World Bank Publications - Reports 29921, The World Bank Group.
    48. Peter Ellis & Mark Roberts, 2016. "Leveraging Urbanization in South Asia," World Bank Publications - Books, The World Bank Group, number 22549, December.
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    3. Stuart Donovan & Thomas de Graaff & Henri L. F. de Groot & Carl C. Koopmans, 2024. "Unraveling urban advantages—A meta‐analysis of agglomeration economies," Journal of Economic Surveys, Wiley Blackwell, vol. 38(1), pages 168-200, February.
    4. Jedwab,Remi Camille & Pereira,Daniel & Roberts,Mark, 2019. "Cities of Workers, Children, or Seniors? Age Structure and Economic Growth in a Global Cross-Section of Cities," Policy Research Working Paper Series 9040, The World Bank.
    5. Pierre-Philippe Combes & Clément Gorin & Shohei Nakamura & Mark Roberts & Benjamin Stewart, 2023. "An Anatomy of Urbanization in Sub-Saharan Africa," SciencePo Working papers hal-04345529, HAL.
    6. Amedeo Ganciu & Mara Balestrieri, 2023. "Visual Analysis to Assess Attraction and Organisation of Contemporary Metropolitan Systems—A Case Study of Central and Northern Italy," Sustainability, MDPI, vol. 16(1), pages 1-25, December.
    7. Yifu Ou & Euijune Kim & Xingjian Liu & Kyung-Min Nam, 2023. "Delineating functional regions from road networks: The case of South Korea," Environment and Planning B, , vol. 50(6), pages 1677-1694, July.
    8. Galdo, Virgilio & Li, Yue & Rama, Martin, 2021. "Identifying urban areas by combining human judgment and machine learning: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    9. Julio A. Berdegué & Tatiana Hiller & Juan Mauricio Ramírez & Santiago Satizábal & Isidro Soloaga & Juan Soto & Miguel Uribe & Olga Vargas, 2019. "Delineating functional territories from outer space," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-24, December.
    10. Bosker, Maarten, 2022. "City origins," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    11. Quintero, Luis E. & Roberts, Mark, 2023. "Cities and productivity: Evidence from 16 Latin American and Caribbean countries," Journal of Urban Economics, Elsevier, vol. 136(C).

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    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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