Technical Change and Total Factor Productivity Growth: The Case of Chinese Provinces
AbstractIn the literature technical change is mostly assumed to be exogenous and specified as a function of time. However, some exogenous external factors other than time can also affect technical change. In this paper we model technical change via time trend (purely external non-economic) as well as other exogenous (external economic) factors (technology shifters). We define technology index based on the external economic factors which are indicators of ‘technology’. Thus our definition of production function is amended to accommodate several technology shifters which are not separable from the traditional inputs. That is, these technology shifters allow for non-neutral shift in the production function. In doing so we are able to decompose technical change (a component of TFP change) into two parts. One part is driven by time (manna from heaven) and the other part is related to producer specific external economic factors. These exogenous technology shifters are aggregated (via hedonic aggregator functions) into several groups (technology indices) for parsimonious parametric specification. The empirical model uses panel data on Chinese provinces. We identify a number of key technology shifters and their effect on technical change and TFP growth of provinces.
Download InfoIf 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.
Bibliographic InfoPaper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4784.
Length: 37 pages
Date of creation: Feb 2010
Date of revision:
Publication status: published in: Technological Forecasting and Social Change, 2011, 78 (4), 575 - 590
Contact details of provider:
Postal: IZA, P.O. Box 7240, D-53072 Bonn, Germany
Phone: +49 228 3894 223
Fax: +49 228 3894 180
Web page: http://www.iza.org
Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany
Other versions of this item:
- Almas Heshmati & Subal C. Kumbhakar, 2010. "Technical Change and Total Factor Productivity Growth: The Case of Chinese Provinces," TEMEP Discussion Papers 201054, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Feb 2010.
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- O18 - Economic Development, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
- O47 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Measurement of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-03-20 (All new papers)
- NEP-EFF-2010-03-20 (Efficiency & Productivity)
- NEP-FDG-2010-03-20 (Financial Development & Growth)
- NEP-TRA-2010-03-20 (Transition Economics)
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.:
- Kumbhakar, Subal C & Heshmati, Almas & Hjalmarsson, Lennart, 1999. " Parametric Approaches to Productivity Measurement: A Comparison among Alternative Models," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(3), pages 405-24, September.
- Yan Wang & Yudong Yao, 2001. "Sources of China's economic growth, 1952-99 : incorporating human capital accumulation," Policy Research Working Paper Series 2650, The World Bank.
- Mu, Qing & Lee, Keun, 2005. "Knowledge diffusion, market segmentation and technological catch-up: The case of the telecommunication industry in China," Research Policy, Elsevier, vol. 34(6), pages 759-783, August.
- Zhuo Chen & Shunfeng Song, 2006.
"Efficiency and Technology Gap in China's Agriculture: A Regional META-Frontier Analysis,"
06-005, University of Nevada, Reno, Department of Economics & University of Nevada, Reno , Department of Resource Economics.
- Chen, Zhuo & Song, Shunfeng, 2008. "Efficiency and technology gap in China's agriculture: A regional meta-frontier analysis," China Economic Review, Elsevier, vol. 19(2), pages 287-296, June.
- Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
- Vittorio Valli & Donatella Saccone, 2009.
"Structural Change and Economic Development in China and India,"
European Journal of Comparative Economics,
Cattaneo University (LIUC), vol. 6(1), pages 101-129, June.
- Donatella Saccone & Valli Vittorio, 2009. "Structural Change and Economic Development in China and India," Department of Economics and Statistics Cognetti de Martiis. Working Papers 200907, University of Turin.
- Paul Schreyer, 2000. "The Contribution of Information and Communication Technology to Output Growth: A Study of the G7 Countries," OECD Science, Technology and Industry Working Papers 2000/2, OECD Publishing.
- L. Becchetti & David Bedoya & L. Paganetto, 2003.
"ICT Investment, Productivity and Efficiency: Evidence at Firm Level Using a Stochastic Frontier Approach,"
Journal of Productivity Analysis,
Springer, vol. 20(2), pages 143-167, September.
- Leonardo Becchetti & Luigi Paganetto & David Andres Londono Bedoya, 2003. "ICT Investment, Productivity and Efficiency: Evidence at Firm Level Using a Stochastic Frontier Approach," CEIS Research Paper 29, Tor Vergata University, CEIS.
- Baltagi, Badi H & Griffin, James M, 1988. "A Generalized Error Component Model with Heteroscedastic Disturbances," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 29(4), pages 745-53, November.
- Mody, Ashoka & Wang, Fang-Yi, 1997. "Explaining Industrial Growth in Coastal China: Economic Reforms . . . and What Else?," World Bank Economic Review, World Bank Group, vol. 11(2), pages 293-325, May.
- Demurger, Sylvie, 2001. "Infrastructure Development and Economic Growth: An Explanation for Regional Disparities in China?," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 95-117, March.
- Meng, Qingxuan & Li, Mingzhi, 2002. "New Economy and ICT development in China," Information Economics and Policy, Elsevier, vol. 14(2), pages 275-295, June.
- Chang-Tai Hsieh & Peter J Klenow, 2008.
"Misallocation and Manufacturing TFP in China and India,"
2008 Meeting Papers
121, Society for Economic Dynamics.
- Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, MIT Press, vol. 124(4), pages 1403-1448, November.
- Chang-Tai Hsieh & Peter J. Klenow, 2007. "Misallocation and Manufacturing TFP in China and India," NBER Working Papers 13290, National Bureau of Economic Research, Inc.
- 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.
- 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.
- Chang-Tai Hsieh & Peter Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," Working Papers 09-04, Center for Economic Studies, U.S. Census Bureau.
- Ajay Shah & Ila Patnaik, 2009.
"The Difficulties of the Chinese and Indian Exchange Rate Regimes,"
- Ila Patnaik & Ajay Shah, 2009. "The difficulties of the Chinese and Indian exchange rate regimes," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 6(1), pages 157-173, June.
- Ila Patnaik & Ajay Shah, 2009. "The difficulties of the Chinese and Indian exchange rate regimes," Macroeconomics Working Papers 22975, East Asian Bureau of Economic Research.
- Patnaik, Ila & Shah, Ajay, 2009. "The difficulties of the Chinese and Indian exchange rate regimes," Working Papers 09/62, National Institute of Public Finance and Policy.
- James R. Markusen & Anthony J. Venables, 1997.
"Foreign Direct Investment as a Catalyst for Industrial Development,"
NBER Working Papers
6241, National Bureau of Economic Research, Inc.
- Markusen, James R. & Venables, Anthony J., 1999. "Foreign direct investment as a catalyst for industrial development," European Economic Review, Elsevier, vol. 43(2), pages 335-356, February.
- Fleisher, Belton M. & Chen, Jian, 1997. "The Coast-Noncoast Income Gap, Productivity, and Regional Economic Policy in China," Journal of Comparative Economics, Elsevier, vol. 25(2), pages 220-236, October.
- Eduardo Borensztein & Jose De Gregorio & Jong-Wha Lee, 1995.
"How Does Foreign Direct Investment Affect Economic Growth?,"
NBER Working Papers
5057, National Bureau of Economic Research, Inc.
- Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
- Karagiannis, Giannis & Midmore, Peter & Tzouvelekas, Vangelis, 1999.
"Separating Technical Change From Time-Varying Technical Inefficiency In The Absence Of Distributional Assumptions,"
11842, Agecon Search.
- G. Karagiannis & P. Midmore & V. Tzouvelekas, 2002. "Separating Technical Change from Time-Varying Technical Inefficiency in the Absence of Distributional Assumptions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 23-38, July.
- Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-74, August.
- Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
- Yuko Arayama & Katsuya Miyoshi, 2004. "Regional Diversity and Sources of Economic Growth in China," The World Economy, Wiley Blackwell, vol. 27(10), pages 1583-1607, November.
- Gholami, Roghieh & Lee, Sang-Yong Tom & Heshmati, Almas, 2005. "The Causal Relationship between ICT and FDI," Working Paper Series RP2005/26, World Institute for Development Economic Research (UNU-WIDER).
- Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(02), pages 385-406, June.
- Xu, Bin, 2000. "Multinational enterprises, technology diffusion, and host country productivity growth," Journal of Development Economics, Elsevier, vol. 62(2), pages 477-493, August.
- Angus Maddison & Harry X. Wu, 2008. "Measuring Chinaâ€™s Economic Performance," World Economics, World Economics, Economic & Financial Publishing, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 9(2), pages 13-44, April.
- Chow, Gregory C, 1993.
"Capital Formation and Economic Growth in China,"
The Quarterly Journal of Economics,
MIT Press, vol. 108(3), pages 809-42, August.
- Liu, Zhiqiang, 2002. "Foreign Direct Investment and Technology Spillover: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 30(3), pages 579-602, September.
- Isabelle Bensidoun & Françoise Lemoine & Deniz Ünal, 2009. "The integration of China and India into the world economy: a comparison," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 6(1), pages 131-155, June.
- Marcelo Soto, 2000. "Capital Flows and Growth in Developing Countries: Recent Empirical Evidence," OECD Development Centre Working Papers 160, OECD Publishing.
- Frank Gollop & Dale Jorgenson, 1980. "U.S. Productivity Growth by Industry, 1947-73," NBER Chapters, in: New Developments in Productivity Measurement, pages 15-136 National Bureau of Economic Research, Inc.
- Borensztein, Eduardo & Ostry, Jonathan D, 1996. "Accounting for China's Growth Performance," American Economic Review, American Economic Association, vol. 86(2), pages 224-28, May.
- Lemoine, Francoise & Unal-Kesenci, Deniz, 2004. "Assembly Trade and Technology Transfer: The Case of China," World Development, Elsevier, vol. 32(5), pages 829-850, May.
- Gao, Ting, 2004. "Regional industrial growth: evidence from Chinese industries," Regional Science and Urban Economics, Elsevier, vol. 34(1), pages 101-124, January.
- Sudip Ranjan Basu, 2009. "Comparing China and India: Is the dividend of economic reforms polarized?," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 6(1), pages 57-99, June.
- Heshmati, Almas & Kumbhakar, Subal C., 2011. "A General Model of Technical Change with an Application to the OECD Countries," IZA Discussion Papers 6004, Institute for the Study of Labor (IZA).
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Fallak).
If references are entirely missing, you can add them using this form.