IDEAS home Printed from https://ideas.repec.org/a/eee/juecon/v144y2024ics0094119024000858.html
   My bibliography  Save this article

China’s commuting-based metropolitan areas

Author

Listed:
  • Chen, Ting
  • Gu, Yizhen
  • Zou, Ben

Abstract

Using commuting flows derived from cellphone location data at fine geographical levels, this paper presents the first delineation of China’s commuting-based metropolitan areas (MAs). The size distribution of those MAs follows a power law, with larger MAs hosting more skilled workers, more productive firms, and offering higher wage premiums. China’s commuting-based MAs exhibit a few notable features compared to several other large countries. First, commutes are short in both time and distance and rarely cross administrative boundaries. Second, China’s MAs are small relative to the size of the country, with MA sizes highly correlated with the administrative hierarchy. We discuss existing policies that may have contributed to these characteristics. We demonstrate that commuting-based MAs differ substantively from other definitions of Chinese cities. The commuting-based MAs provide a valuable tool for researchers who need to define Chinese cities as local labor markets but are limited by the availability of official delineations.

Suggested Citation

  • Chen, Ting & Gu, Yizhen & Zou, Ben, 2024. "China’s commuting-based metropolitan areas," Journal of Urban Economics, Elsevier, vol. 144(C).
  • Handle: RePEc:eee:juecon:v:144:y:2024:i:c:s0094119024000858
    DOI: 10.1016/j.jue.2024.103715
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0094119024000858
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jue.2024.103715?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. repec:hal:spmain:info:hdl:2441/4tc33icveb94nokk2rd2ettg0k is not listed on IDEAS
    2. Davis, Donald R. & Dingel, Jonathan I., 2020. "The comparative advantage of cities," Journal of International Economics, Elsevier, vol. 123(C).
    3. Ch, Rafael & Martin, Diego A. & Vargas, Juan F., 2021. "Measuring the size and growth of cities using nighttime light," Journal of Urban Economics, Elsevier, vol. 125(C).
    4. Baragwanath, Kathryn & Goldblatt, Ran & Hanson, Gordon & Khandelwal, Amit K., 2021. "Detecting urban markets with satellite imagery: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    5. Donald R. Davis & Jonathan I. Dingel, 2019. "A Spatial Knowledge Economy," American Economic Review, American Economic Association, vol. 109(1), pages 153-170, January.
    6. Yizhen Gu & Chang Jiang & Junfu Zhang & Ben Zou, 2021. "Subways and Road Congestion," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 83-115, April.
    7. 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).
    8. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2019. "The Costs of Agglomeration: House and Land Prices in French Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1556-1589.
    9. Klaus Desmet & Esteban Rossi-Hansberg, 2013. "Urban Accounting and Welfare," American Economic Review, American Economic Association, vol. 103(6), pages 2296-2327, October.
    10. Filipe R. Campante & Quoc-Anh Do, 2014. "Isolated Capital Cities, Accountability, and Corruption: Evidence from US States," American Economic Review, American Economic Association, vol. 104(8), pages 2456-2481, August.
    11. Susan Athey & Billy Ferguson & Matthew Gentzkow & Tobias Schmidt, 2021. "Estimating experienced racial segregation in US cities using large-scale GPS data," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(46), pages 2026160118-, November.
    12. Nathaniel Baum-Snow & Ronni Pavan, 2013. "Inequality and City Size," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1535-1548, December.
    13. repec:hal:spmain:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    14. 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).
    15. Filipe R. Campante & Quoc-Anh Do, 2014. "Isolated Capital Cities, Accountability, and Corruption: Evidence from US States," American Economic Review, American Economic Association, vol. 104(8), pages 2456-2481, August.
    16. Prottoy Akbar & Victor Couture & Gilles Duranton & Adam Storeygard, 2023. "Mobility and Congestion in Urban India," American Economic Review, American Economic Association, vol. 113(4), pages 1083-1111, April.
    17. de Bellefon, Marie-Pierre & Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Gorin, Clément, 2021. "Delineating urban areas using building density," Journal of Urban Economics, Elsevier, vol. 125(C).
    18. 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.
    19. Vernon Henderson & Adam Storeygard & David N. Weil, 2011. "A Bright Idea for Measuring Economic Growth," American Economic Review, American Economic Association, vol. 101(3), pages 194-199, May.
    20. 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.
    21. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    22. Dingel, Jonathan I. & Miscio, Antonio & Davis, Donald R., 2021. "Cities, lights, and skills in developing economies," Journal of Urban Economics, Elsevier, vol. 125(C).
    23. Zhongda Li & Jianhao Lin & Lu Liu, 2020. "Occupational attainment and stratification in China: The interactive effects of social networks and the hukou system," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 1167-1192, August.
    24. repec:hal:journl:hal-04246943 is not listed on IDEAS
    25. Henderson, J. Vernon & Nigmatulina, Dzhamilya & Kriticos, Sebastian, 2021. "Measuring urban economic density," Journal of Urban Economics, Elsevier, vol. 125(C).
    26. repec:hal:spmain:info:hdl:2441/nhjqqngq98lnqqrct2aj93qja is not listed on IDEAS
    27. Gilles Duranton, 2015. "Delineating Metropolitan Areas: Measuring Spatial Labour Market Networks Through Commuting Patterns," Advances in Japanese Business and Economics, in: Tsutomu Watanabe & Iichiro Uesugi & Arito Ono (ed.), The Economics of Interfirm Networks, edition 127, chapter 6, pages 107-133, Springer.
    28. repec:spo:wpecon:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    29. Alberto F. Ades & Edward L. Glaeser, 1995. "Trade and Circuses: Explaining Urban Giants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 195-227.
    30. Filipe R. Campante & Quoc-Anh Do, 2014. "Isolated Capital Cities, Accountability, and Corruption: Evidence from US States," American Economic Review, American Economic Association, vol. 104(8), pages 2456-2481, August.
    31. Bosker, Maarten & Park, Jane & Roberts, Mark, 2021. "Definition matters. Metropolitan areas and agglomeration economies in a large-developing country," Journal of Urban Economics, Elsevier, vol. 125(C).
    32. repec:hal:wpspec:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    33. repec:spo:wpmain:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    34. Dora L. Costa & Matthew E. Kahn, 2000. "Power Couples: Changes in the Locational Choice of the College Educated, 1940–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1287-1315.
    35. Chun-Chung Au & J. Vernon Henderson, 2006. "Are Chinese Cities Too Small?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 549-576.
    36. 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.
    37. Gabaix, Xavier & Ioannides, Yannis M., 2004. "The evolution of city size distributions," 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 53, pages 2341-2378, Elsevier.
    38. 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).
    39. Ying Bai & Ruixue Jia, 2020. "The Economic Consequences of Political Hierarchy: Evidence from Regime Changes in China, AD1000-2000," NBER Working Papers 26652, National Bureau of Economic Research, Inc.
    40. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi, 2015. "Migration externalities in Chinese cities," European Economic Review, Elsevier, vol. 76(C), pages 152-167.
    41. de Bellefon, Marie-Pierre & Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Gorin, Clément, 2021. "Delineating urban areas using building density," Journal of Urban Economics, Elsevier, vol. 125(C).
    42. 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.
    43. Lin, Yatang, 2017. "Travel costs and urban specialization patterns: Evidence from China’s high speed railway system," Journal of Urban Economics, Elsevier, vol. 98(C), pages 98-123.
    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. Dingel, Jonathan I. & Miscio, Antonio & Davis, Donald R., 2021. "Cities, lights, and skills in developing economies," Journal of Urban Economics, Elsevier, vol. 125(C).
    2. Bosker, Maarten & Park, Jane & Roberts, Mark, 2021. "Definition matters. Metropolitan areas and agglomeration economies in a large-developing country," Journal of Urban Economics, Elsevier, vol. 125(C).
    3. 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).
    4. Rosenthal, Stuart S. & Strange, William C., 2024. "JUE 2007–2023: Rising impact," Journal of Urban Economics, Elsevier, vol. 144(C).
    5. Anping Chen & Tianshi Dai & Mark D. Partridge, 2021. "Agglomeration and firm wage inequality: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 352-386, March.
    6. Henderson, J. Vernon & Nigmatulina, Dzhamilya & Kriticos, Sebastian, 2021. "Measuring urban economic density," Journal of Urban Economics, Elsevier, vol. 125(C).
    7. Smith, Cory B. & Kulka, Amrita, 2024. "When is Long-run Agglomeration Possible? Evidence from County Seat Wars," 2024 Annual Meeting, July 28-30, New Orleans, LA 343859, Agricultural and Applied Economics Association.
    8. Behrens, Kristian & Robert-Nicoud, Frédéric, 2015. "Agglomeration Theory with Heterogeneous Agents," 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 171-245, Elsevier.
    9. de Bellefon, Marie-Pierre & Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Gorin, Clément, 2021. "Delineating urban areas using building density," Journal of Urban Economics, Elsevier, vol. 125(C).
    10. 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).
    11. Farid Farrokhi, 2021. "Skill, Agglomeration, And Inequality In The Spatial Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 671-721, May.
    12. Ahlfeldt, Gabriel M. & Pietrostefani, Elisabetta, 2019. "The economic effects of density: A synthesis," Journal of Urban Economics, Elsevier, vol. 111(C), pages 93-107.
    13. Koster, Hans R.A. & Ozgen, Ceren, 2021. "Cities and tasks," Journal of Urban Economics, Elsevier, vol. 126(C).
    14. Desmet, Klaus & Henderson, J. Vernon, 2015. "The Geography of Development Within Countries," 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 1457-1517, Elsevier.
    15. 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.
    16. Chen, Binkai & Liu, Dan & Lu, Ming, 2018. "City size, migration and urban inequality in China," China Economic Review, Elsevier, vol. 51(C), pages 42-58.
    17. Henderson, J. Vernon & Thisse, Jacques-François, 2024. "Urban and spatial economics after 50 years," Journal of Urban Economics, Elsevier, vol. 144(C).
    18. Grover, Arti & Lall, Somik & Timmis, Jonathan, 2023. "Agglomeration economies in developing countries: A meta-analysis," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    19. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    20. Albouy, David & Behrens, Kristian & Robert-Nicoud, Frédéric & Seegert, Nathan, 2019. "The optimal distribution of population across cities," Journal of Urban Economics, Elsevier, vol. 110(C), pages 102-113.

    More about this item

    Keywords

    Metropolitan areas; Local labor markets; Commuting flows;
    All these 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)
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

    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:eee:juecon:v:144:y:2024:i:c:s0094119024000858. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622905 .

    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.