IDEAS home Printed from https://ideas.repec.org/a/oup/cjrecs/v9y2016i3p517-533..html
   My bibliography  Save this article

Amenities and spatial talent distribution: evidence from the Chinese IT industry

Author

Listed:
  • Huasheng Song
  • Min Zhang
  • Ruqu Wang

Abstract

Provincial-level data from the Chinese IT industry from 2003 to 2011 is used to investigate how amenities affect the distribution of workers’ locations. We find spatial autocorrelation effects in the distribution, and employ spatial econometric models to determine the influence of amenities. By distinguishing high-skilled and high-income IT service workers from the IT manufacturing workers, we show that total amenities play an important role in regional attractiveness for IT service employment, whereas their role is less important in IT manufacturing employment. We attribute this finding to two different location mechanisms: the firms-following-workers mechanism dominates the service sector, whereas the workers-following-firms mechanism dominates the manufacturing sector. The implications of these findings are discussed.

Suggested Citation

  • Huasheng Song & Min Zhang & Ruqu Wang, 2016. "Amenities and spatial talent distribution: evidence from the Chinese IT industry," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 517-533.
  • Handle: RePEc:oup:cjrecs:v:9:y:2016:i:3:p:517-533.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/cjres/rsw017
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. Lemoine, Françoise & Poncet, Sandra & Ünal, Deniz, 2015. "Spatial rebalancing and industrial convergence in China," China Economic Review, Elsevier, vol. 34(C), pages 39-63.
    2. Lu, Jiangyong & Tao, Zhigang, 2009. "Trends and determinants of China's industrial agglomeration," Journal of Urban Economics, Elsevier, vol. 65(2), pages 167-180, March.
    3. Edward L. Glaeser, Jed Kolko, and Albert Saiz, 2001. "Consumer city," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 27-50, January.
    4. Duranton, Gilles & Jayet, Hubert, 2011. "Is the division of labour limited by the extent of the market? Evidence from French cities," Journal of Urban Economics, Elsevier, vol. 69(1), pages 56-71, January.
    5. Huang, Shuo & Fidrmuc, Jan & Fidrmuc, Jarko, 2015. "Whither China? Reform and economic integration among Chinese regions," China Economic Review, Elsevier, vol. 33(C), pages 94-110.
    6. Pierre Philippe Combes & Gilles Duranton & Henry G. Overman, 2005. "Agglomeration and the adjustment of the spatial economy§," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 311-349, August.
    7. Li, Ben & Lu, Yi, 2009. "Geographic concentration and vertical disintegration: Evidence from China," Journal of Urban Economics, Elsevier, vol. 65(3), pages 294-304, May.
    8. Graves, Philip E. & Mueser, Peter R., 1993. "The role of equilibrium and disequilibrium in modeling regional growth and decline: a critical reassessment," MPRA Paper 19915, University Library of Munich, Germany.
    9. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    10. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. McGranahan, David A., 1999. "Natural Amenities Drive Rural Population Change," Agricultural Economic Reports 33955, United States Department of Agriculture, Economic Research Service.
    13. Brueckner, Jan K. & Thisse, Jacques-Francois & Zenou, Yves, 1999. "Why is central Paris rich and downtown Detroit poor?: An amenity-based theory," European Economic Review, Elsevier, vol. 43(1), pages 91-107, January.
    14. Steven Brakman & Harry Garretsen & Charles Van Marrewijk, 2009. "Economic Geography Within And Between European Nations: The Role Of Market Potential And Density Across Space And Time," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 777-800, October.
    15. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    16. Steven C. Deller & Tsung-Hsiu (Sue) Tsai & David W. Marcouiller & Donald B.K. English, 2001. "The Role of Amenities and Quality of Life In Rural Economic Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 352-365.
    17. Graves, Philip E., 1980. "Migration and climate," MPRA Paper 19916, University Library of Munich, Germany.
    18. Partridge, Mark D. & Rickman, Dan S., 2003. "The waxing and waning of regional economies: the chicken-egg question of jobs versus people," Journal of Urban Economics, Elsevier, vol. 53(1), pages 76-97, January.
    19. Paul Cheshire & Stefano Magrini, 2006. "Population growth in European cities: Weather matters - but only nationally," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 23-37.
    20. Masahisa Fujita & Tomoya Mori, 2005. "Frontiers of the New Economic Geography," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 377-405, August.
    21. David Albouy, 2008. "Are Big Cities Bad Places to Live? Estimating Quality of Life across Metropolitan Areas," NBER Working Papers 14472, National Bureau of Economic Research, Inc.
    22. Alessandra Faggian & Philip McCann, 2009. "Human capital, graduate migration and innovation in British regions," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 317-333, March.
    23. Dionysia Lambiri & Bianca Biagi & Vicente Royuela, 2007. "Quality of Life in the Economic and Urban Economic Literature," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 84(1), pages 1-25, October.
    24. David E. Clark & William E. Herrin & Thomas A. Knapp & Nancy E. White, 2003. "Migration and implicit amenity markets: does incomplete compensation matter?," Journal of Economic Geography, Oxford University Press, vol. 3(3), pages 289-307, July.
    25. Rappaport, Jordan, 2007. "Moving to nice weather," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 375-398, May.
    26. Bosker, Maarten & Brakman, Steven & Garretsen, Harry & Schramm, Marc, 2012. "Relaxing Hukou: Increased labor mobility and China’s economic geography," Journal of Urban Economics, Elsevier, vol. 72(2), pages 252-266.
    27. Mark D. Partridge, 2010. "The duelling models: NEG vs amenity migration in explaining US engines of growth," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 513-536, August.
    28. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    29. Allen J. Scott, 2010. "Jobs or amenities? Destination choices of migrant engineers in the USA," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 43-63, March.
    30. Pengfei Ni, 2012. "The Global Urban Competitiveness Report – 2011," Books, Edward Elgar Publishing, number 14453.
    31. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    32. Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central government's infrastructure investment across Chinese regions: A dynamic spatial panel data approach," China Economic Review, Elsevier, vol. 27(C), pages 264-276.
    33. Daniel Liviano & Josep-Maria Arauzo-Carod, 2020. "Industrial Location and Spatial Dependence: An Empirical Application," Regional Studies, Taylor & Francis Journals, vol. 48(4), pages 727-743, July.
    34. Huang, Qiong & Chand, Satish, 2015. "Spatial spillovers of regional wages: Evidence from Chinese provinces," China Economic Review, Elsevier, vol. 32(C), pages 97-109.
    35. Dwight W. Adamson & David E. Clark & Mark D. Partridge, 2004. "Do Urban Agglomeration Effects and Household Amenities have a Skill Bias?," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 201-224, May.
    36. Graves, Philip E. & Linneman, Peter D., 1979. "Household migration: Theoretical and empirical results," Journal of Urban Economics, Elsevier, vol. 6(3), pages 383-404, July.
    37. 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.
    38. Gyourko, Joseph & Kahn, Matthew & Tracy, Joseph, 1999. "Quality of life and environmental comparisons," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 37, pages 1413-1454, Elsevier.
    39. Partridge, Mark D. & Rickman, Dan S., 1999. "Which comes first, jobs or people? An analysis of the recent stylized facts," Economics Letters, Elsevier, vol. 64(1), pages 117-123, July.
    40. Mueser Peter R. & Graves Philip E., 1995. "Examining the Role of Economic Opportunity and Amenities in Explaining Population Redistribution," Journal of Urban Economics, Elsevier, vol. 37(2), pages 176-200, March.
    41. Bianca Biagi & Alessandra Faggian & Philip McCann, 2011. "Long and Short Distance Migration in Italy: The Role of Economic, Social and Environmental Characteristics," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 111-131.
    42. Guangqing Chi & David Marcouiller, 2011. "Isolating the Effect of Natural Amenities on Population Change at the Local Level," Regional Studies, Taylor & Francis Journals, vol. 45(4), pages 491-505.
    43. Michael Storper & Allen J. Scott, 2009. "Rethinking human capital, creativity and urban growth," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 147-167, March.
    44. Graves, Philip E., 1976. "A reexamination of migration, economic opportunity, and the quality of life," MPRA Paper 19918, University Library of Munich, Germany.
    45. Zheng, Siqi & Fu, Yuming & Liu, Hongyu, 2006. "Housing-choice hindrances and urban spatial structure: Evidence from matched location and location-preference data in Chinese cities," Journal of Urban Economics, Elsevier, vol. 60(3), pages 535-557, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Min Zhang & Seung‐hun Chung, 2020. "Is air pollution detrimental to regional innovation? Evidence from Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1657-1689, December.
    2. Seung-hun Chung, 2020. "The impact of regional environmental amenity on skill aggregation across regions in developing countries: evidence from air pollution in China," Asia-Pacific Journal of Regional Science, Springer, vol. 4(1), pages 27-53, February.
    3. Chenhui Hu & Haining Jiang, 2021. "Causal Nexus between Sci-Tech Talent and Economic Growth in the Pan-Yangtze River Delta of China," Sustainability, MDPI, vol. 13(12), pages 1-18, June.

    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. Ernest Miguélez & Rosina Moreno, 2014. "What Attracts Knowledge Workers? The Role Of Space And Social Networks," Journal of Regional Science, Wiley Blackwell, vol. 54(1), pages 33-60, January.
    2. Mark D. Partridge, 2010. "The duelling models: NEG vs amenity migration in explaining US engines of growth," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 513-536, August.
    3. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    4. Min Zhang & Mark D. Partridge & Huasheng Song, 2020. "Amenities and the geography of innovation: evidence from Chinese cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 105-145, August.
    5. John Carruthers & Gordon F. Mulligan, 2012. "The plane of living and the precrisis evolution of housing values in the USA," Journal of Economic Geography, Oxford University Press, vol. 12(4), pages 739-773, July.
    6. repec:elg:eechap:14395_22 is not listed on IDEAS
    7. Zhang, Min & Partridge, Mark & Song, Huasheng, 2018. "Amenities and Geography of Innovation: Evidence from Chinese Cities," MPRA Paper 83673, University Library of Munich, Germany.
    8. Bianca Biagi & Alessandra Faggian & Philip McCann, 2011. "Long and Short Distance Migration in Italy: The Role of Economic, Social and Environmental Characteristics," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 111-131.
    9. Alessandra Faggian & M. Rose Olfert & Mark D. Partridge, 2011. "Inferring regional well-being from individual revealed preferences: the 'voting with your feet' approach," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 5(1), pages 163-180.
    10. Partridge, Mark D. & Rickman, Dan S. & Olfert, M. Rose & Ali, Kamar, 2012. "Dwindling U.S. internal migration: Evidence of spatial equilibrium or structural shifts in local labor markets?," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 375-388.
    11. Nathanael D. Peach & Luke A. Petach, 2016. "Development and Quality of Life in Cities," Economic Development Quarterly, , vol. 30(1), pages 32-45, February.
    12. Waltert, Fabian & Schläpfer, Felix, 2010. "Landscape amenities and local development: A review of migration, regional economic and hedonic pricing studies," Ecological Economics, Elsevier, vol. 70(2), pages 141-152, December.
    13. Riccardo Crescenzi & Nancy Holman & Enrico Orru’, 2017. "Why do they return? Beyond the economic drivers of graduate return migration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 603-627, November.
    14. Kahn, Matthew E. & Walsh, Randall, 2015. "Cities and the Environment," 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 405-465, Elsevier.
    15. Amanda L. Weinstein & Michael Hicks & Emily Wornell, 2023. "An aggregate approach to estimating quality of life in micropolitan areas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(2), pages 447-476, April.
    16. Ye Liu & Jianfa Shen, 2014. "Spatial patterns and determinants of skilled internal migration in China, 2000–2005," Papers in Regional Science, Wiley Blackwell, vol. 93(4), pages 749-771, November.
    17. Dan S. Rickman & Hongbo Wang, 2020. "Whither the American west economy? Natural amenities, mineral resources and nonmetropolitan county growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 673-701, December.
    18. Pantelis Kazakis, 2019. "On the nexus between innovation, productivity and migration of US university graduates," Spatial Economic Analysis, Taylor & Francis Journals, vol. 14(4), pages 465-485, October.
    19. Heather M. Stephens, 2019. "Understanding US college graduate migration," Journal of Geographical Systems, Springer, vol. 21(4), pages 509-531, December.
    20. Benjamin Wirth, 2013. "Ranking German regions using interregional migration - What does internal migration tells us about regional well-being?," ERSA conference papers ersa13p1254, European Regional Science Association.
    21. W. Mark Brown & Darren M. Scott, 2012. "Human Capital Location Choice: Accounting For Amenities And Thick Labor Markets," Journal of Regional Science, Wiley Blackwell, vol. 52(5), pages 787-808, December.

    More about this item

    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:oup:cjrecs:v:9:y:2016:i:3:p:517-533.. 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: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/cjres .

    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.