IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Productivity As If Space Mattered: An Application to Factor Markets Across China

  • Wenya Cheng
  • John Morrow
  • Kitjawat Tacharoen

Optimal production decisions depend on local market characteristics. This paper develops a model to explain firm labor demand and firm density across regions. Firms vary in their technology to combine imperfectly substitutable worker types, and locate across regions with distinct distributions of workers and wages. Firm technologies which best match regional labor markets explain both productivity differences and firm density. Estimating structural model parameters is simple and relies on a two stage OLS procedure. The first stage estimates local market conditions using firm employment and regional data, while the second incorporates regional costs into production function estimation. The method is applied to Chinese manufacturing, population census and geographic data to estimate local market costs and production technologies. In line with the model, we find that labor markets which provide cost advantages explain substantial differences in firm productivity. Furthermore, regions which have lower optimal hiring costs attract more firms per capita.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://cep.lse.ac.uk/pubs/download/dp1181.pdf
Download Restriction: no

Paper provided by Centre for Economic Performance, LSE in its series CEP Discussion Papers with number dp1181.

as
in new window

Length:
Date of creation: Dec 2012
Date of revision:
Handle: RePEc:cep:cepdps:dp1181
Contact details of provider: Web page: http://cep.lse.ac.uk/_new/publications/series.asp?prog=CEP

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
  2. Luis Garicano & Paul Heaton, 2007. "Information technology, organization, and productivity in the public sector: evidence from police departments," LSE Research Online Documents on Economics 19686, London School of Economics and Political Science, LSE Library.
  3. Farzana Afridi & Sherry Xin Li & Yufei Ren, 2010. "Social Identity and Inequality: The Impact of China's Hokou System," Working Papers id:3003, eSocialSciences.
  4. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
  5. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2007. "Identifying Technology Spillovers and Product Market Rivalry," NBER Working Papers 13060, National Bureau of Economic Research, Inc.
  6. Doireann Fitzgerald & Juan Carlos Hallak, 2004. "Specialization, Factor Accumulation and Development," NBER Working Papers 10638, National Bureau of Economic Research, Inc.
  7. Andrew B. Bernard & Stephen Redding & Peter K. Schott, 2004. "Comparative advantage and heterogeneous firms," LSE Research Online Documents on Economics 3700, London School of Economics and Political Science, LSE Library.
  8. S. Iranzo & F. Schivardi & E. Tosetti, 2006. "Skill dispersion and firm productivity: an analysis with employer-employee matched data," Working Paper CRENoS 200617, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  9. Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
  10. Gene M. Grossman & Giovanni Maggi, 1998. "Diversity and Trade," NBER Working Papers 6741, National Bureau of Economic Research, Inc.
  11. Bernhofen, Daniel M. & Brown, John C., 2009. "Testing the general validity of the Heckscher-Ohlin Theorem: the natural experiment of Japan," CCES Discussion Paper Series 13, Center for Research on Contemporary Economic Systems, Graduate School of Economics, Hitotsubashi University.
  12. Matilde Bombardini & Giovanni Gallipoli & German Pupato, 2012. "Skill Dispersion and Trade Flows," American Economic Review, American Economic Association, vol. 102(5), pages 2327-48, August.
  13. Chang, Tai Hsieh & Peter, J- Klenow, 2007. "Misallocation and manufacturing TFP in China and India," MPRA Paper 35084, University Library of Munich, Germany, revised 15 Jun 2007.
  14. John M. Abowd & John Haltiwanger & Ron Jarmin & Julia Lane & Paul Lengermann & Kristin McCue & Kevin McKinney & Kristin Sandusky, 2005. "The Relation among Human Capital, Productivity, and Market Value: Building Up from Micro Evidence," NBER Chapters, in: Measuring Capital in the New Economy, pages 153-204 National Bureau of Economic Research, Inc.
  15. Chang-Tai Hsieh & Peter J. Klenow, 2007. "Misallocation and Manufacturing TFP in China and India," Discussion Papers 07-006, Stanford Institute for Economic Policy Research.
  16. Corrado, Carol & Haltiwanger, John & Sichel, Daniel (ed.), 2005. "Measuring Capital in the New Economy," National Bureau of Economic Research Books, University of Chicago Press, edition 0, number 9780226116129, July.
  17. Ali Hortacsu & Chad Syverson, 2006. "Cementing Relationships: Vertical Integration, Foreclosure, Productivity, and Prices," Working Papers 06-21, Center for Economic Studies, U.S. Census Bureau.
  18. Bowles, Samuel, 1970. "Aggregation of Labor Inputs in the Economics of Growth and Planning: Experiments with a Two-Level CES Function," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 68-81, Jan.-Feb..
  19. Yue Ma & Heiwai Tang & Yifan Zhang, 2011. "Factor Intensity, Product Switching, and Productivity: Evidence from Chinese Exporters," Development Working Papers 324, Centro Studi Luca d\'Agliano, University of Milano, revised 27 Dec 2011.
  20. Borjas, George J., 2013. "The analytics of the wage effect of immigration," Scholarly Articles 11744469, Harvard Kennedy School of Government.
  21. Jeffrey R. Bernstein & David E. Weinstein, 1998. "Do Endowments Predict the Location of Production? Evidence from National and International Data," NBER Working Papers 6815, National Bureau of Economic Research, Inc.
  22. Henry G. Overman & Diego Puga, 2008. "Labour pooling as a source of agglomeration: an empirical investigation," LSE Research Online Documents on Economics 33149, London School of Economics and Political Science, LSE Library.
  23. Beata K. Smarzynska, 2003. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers through Backward Linkages," William Davidson Institute Working Papers Series 548, William Davidson Institute at the University of Michigan.
  24. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, MIT Press, vol. 122(4), pages 1351-1408, November.
  25. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2013. "Testing for Factor Price Equality with Unobserved Differences in Factor Quality or Productivity," American Economic Journal: Microeconomics, American Economic Association, vol. 5(2), pages 135-63, May.
  26. Bandiera, Oriana & Barankay, Iwan & Rasul, Imran, 2009. "Social Connections and Incentives in the Workplace: Evidence from Personnel Data," CEPR Discussion Papers 7114, C.E.P.R. Discussion Papers.
  27. Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2012. "Does Labor Diversity Affect Firm Productivity?," IZA Discussion Papers 6973, Institute for the Study of Labor (IZA).
  28. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
  29. Chow, G.C., 1990. "Capital Formation And Economic Growth In China," Papers 356, Princeton, Department of Economics - Econometric Research Program.
  30. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization Evidenceon Poverty From India," IMF Working Papers 10/218, International Monetary Fund.
  31. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, Oxford University Press, vol. 127(1), pages 379-436.
  32. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," NBER Working Papers 10501, National Bureau of Economic Research, Inc.
  33. Enghin Atalay & Ali Hortacsu & Chad Syverson, 2012. "Why Do Firms Own Production Chains?," NBER Working Papers 18020, National Bureau of Economic Research, Inc.
  34. Helpman, Elhanan & Itskhoki, Oleg & Redding, Stephen J., 2009. "Inequality and Unemployment in a Global Economy," CEPR Discussion Papers 7353, C.E.P.R. Discussion Papers.
  35. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
  36. Fleisher, Belton M. & Wang, Xiaojun, 2004. "Skill differentials, return to schooling, and market segmentation in a transition economy: the case of Mainland China," Journal of Development Economics, Elsevier, vol. 73(1), pages 315-328, February.
  37. Mark J. Melitz, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," NBER Working Papers 8881, National Bureau of Economic Research, Inc.
  38. Kennan,J. & Walker,J.R., 2003. "The effect of expected income on individual migration decisions," Working papers 7, Wisconsin Madison - Social Systems.
  39. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Introduction to "Measuring Capital in the New Economy"," NBER Chapters, in: Measuring Capital in the New Economy, pages 1-10 National Bureau of Economic Research, Inc.
  40. Loren Brandt & Johannes Van Biesebroeck & Yifan Zhang, 2009. "Creative Accounting or Creative Destruction? Firm-level Productivity Growth in Chinese Manufacturing," NBER Working Papers 15152, National Bureau of Economic Research, Inc.
  41. Jeremy T. Fox & Valérie Smeets, 2011. "Does Input Quality Drive Measured Differences In Firm Productivity?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 961-989, November.
  42. George J. Borjas, 2003. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 118(4), pages 1335-1374, November.
  43. Martins, Pedro S., 2008. "Dispersion in wage premiums and firm performance," Economics Letters, Elsevier, vol. 101(1), pages 63-65, October.
  44. Carol Corrado & John Haltiwanger & Dan Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1, May.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:cep:cepdps:dp1181. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.