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Estimation of Agricultural Total Factor Productivity in China: A Panel Cointegration Approach

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  • Wang, Jintian
  • Gao, Feng
  • Wang, Xuezhen

Abstract

This paper uses panel cointegration approach to estimate the agricultural total factor productivity (TFP) from 30 regions from 1978 to 2004 in China. The results of panel unit root find that all inputs and output variables are nonstationary series. Pedroni (1999) panel cointegration tests present the evidence supporting the existence of the long run cointegration relationship. This paper finds the estimator of FMOLS is better than OLS and DOLS. Agricultural total factor productivity is estimated based on Kao and Chiang (2000) panel coefficients estimation.

Suggested Citation

  • Wang, Jintian & Gao, Feng & Wang, Xuezhen, 2009. "Estimation of Agricultural Total Factor Productivity in China: A Panel Cointegration Approach," 2009 Conference, August 16-22, 2009, Beijing, China 50927, International Association of Agricultural Economists.
    • Handle: RePEc:ags:iaae09:50927
    DOI: 10.22004/ag.econ.50927
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    References listed on IDEAS

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    1. Quah, Danny, 1994. "Exploiting cross-section variation for unit root inference in dynamic data," Economics Letters, Elsevier, vol. 44(1-2), pages 9-19.
    2. Fan, Shenggen & Zhang, Linxiu & Zhang, Xiaobo, 2004. "Reforms, Investment, and Poverty in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 52(2), pages 395-421, January.
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    4. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    5. Lin, Justin Yifu, 1992. "Rural Reforms and Agricultural Growth in China," American Economic Review, American Economic Association, vol. 82(1), pages 34-51, March.
    6. Fan, Shenggen & Zhang, Xiaobo, 2002. "Production and Productivity Growth in Chinese Agriculture: New National and Regional Measures," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 819-838, July.
    7. MG. Ladu, 2006. "Total Factor Productivity Estimates: Some Evidence from European Regions," Working Paper CRENoS 200606, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    8. Shenggen Fan, 1991. "Effects of Technological Change and Institutional Reform on Production Growth in Chinese Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 266-275.
    9. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    10. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    11. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    12. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    13. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    14. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    15. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    16. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    17. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    18. Peter Mawson & Kenneth I Carlaw & Nathan McLellan, 2003. "Productivity Measurement: Alternative Approaches and Estimates," Treasury Working Paper Series 03/12, New Zealand Treasury.
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    3. Imandojemu Kingsley & Joseph E. Tonuchi, 2021. "Contribution to the Empirics of Electricity Blackouts and Productivity in Nigeria," Energy Economics Letters, Asian Economic and Social Society, vol. 8(1), pages 60-69, June.

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    Keywords

    Productivity Analysis;

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