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The Public R&D and Productivity Growth in Australian Broadacre Agriculture: A Cointegration and Causality Approach

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  • Khan, Farid
  • Salim, Ruhul

Abstract

This study investigates the nexus between research and development expenditure and productivity growth in Australian broadacre agriculture using country-level time-series data for the period 1953 to 2009. Using standard time-series econometrics data are analysed to examine the dynamic relationships between research and development expenditure (R&D) and total factor productivity (TFP) growth. Findings here provide econometric evidence of a co-integrating relationship between R&D and productivity growth, and a unidirectional causality emergent from R&D to TFP growth. Moreover, employing variance decomposition and impulse response function the dynamic properties of the model are explored beyond the sample periods. Findings suggest that R&D can be readily linked to the variation in productivity growth beyond the sample periods. Further, forecasting result suggests a significant out-of-sample relationship exists between the public R&D and productivity in broadacre agriculture. We used a novel method MIRR which is conceptually superior than the conventional IRR to obtain a credible estimate of returns on public research investment. We found MIRR of 10.06% per year for the reinvestment rate of 3% per year. Therefore, results establishing long run relationship between productivity and R&D in Australian agriculture shed light on the future policies in R&D investments in Australia.

Suggested Citation

  • Khan, Farid & Salim, Ruhul, 2015. "The Public R&D and Productivity Growth in Australian Broadacre Agriculture: A Cointegration and Causality Approach," 2015 Conference (59th), February 10-13, 2015, Rotorua, New Zealand 204432, Australian Agricultural and Resource Economics Society.
  • Handle: RePEc:ags:aare15:204432
    DOI: 10.22004/ag.econ.204432
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    1. Julian M. Alston & Matthew A. Andersen & Jennifer S. James & Philip G. Pardey, 2011. "The Economic Returns to U.S. Public Agricultural Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(5), pages 1257-1277.
    2. Alston, Julian M. & Marra, Michele C. & Pardey, Philip G. & Wyatt, T.J., 2000. "Research returns redux: a meta-analysis of the returns to agricultural R&D," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 44(2), pages 1-31.
    3. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    4. Ruhul A. Salim & Nazrul Islam, 2010. "Exploring the impact of R&D and climate change on agricultural productivity growth: the case of Western Australia ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 561-582, October.
    5. Bervejillo, Jose E. & Alston, Julian M. & Tumber, Kabir P., 2011. "The Economic Returns to Public Agricultural Research in Uruguay," Working Papers 162518, Robert Mondavi Institute Center for Wine Economics.
    6. Eldon Ball & David Schimmelpfennig & Sun Ling Wang, 2013. "Is U.S. Agricultural Productivity Growth Slowing?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 35(3), pages 435-450.
    7. Matthew A. Andersen & Wenxing Song, 2013. "The Economic impact of public agricultural research and development in the United States," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 287-295, May.
    8. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    9. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    10. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    11. Griliches, Zvi, 1988. "Productivity Puzzles and R&D: Another Nonexplanation," Journal of Economic Perspectives, American Economic Association, vol. 2(4), pages 9-21, Fall.
    12. Shahiduzzaman, Md & Alam, Khorshed, 2012. "Cointegration and causal relationships between energy consumption and output: Assessing the evidence from Australia," Energy Economics, Elsevier, vol. 34(6), pages 2182-2188.
    13. Cox, Thomas L. & Mullen, John D. & Hu, Wensheng, 1997. "Nonparametric measures of the impact of public research expenditures on Australian broadacre agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 41(3), pages 1-28.
    14. Bloch, Harry & Rafiq, Shuddhasattwa & Salim, Ruhul, 2012. "Coal consumption, CO2 emission and economic growth in China: Empirical evidence and policy responses," Energy Economics, Elsevier, vol. 34(2), pages 518-528.
    15. D. Schimmelpfennig & C. Thirtle, 1994. "Cointegration, And Causality: Exploring The Relationship Between Agricultural And Productivity," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(2), pages 220-231, May.
    16. José E. Bervejillo & Julian M. Alston & Kabir P. Tumber, 2012. "The benefits from public agricultural research in Uruguay," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 56(4), pages 475-497, October.
    17. Julian M. Alston & Philip G. Pardey & Jennifer S. James & Matthew A. Anderson, 2009. "The Economics of Agricultural R&D," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 537-566, September.
    18. Sheng, Yu & Gray, Emily M. & Mullen, John D., 2011. "Public investment in R&D and extension and productivity in Australian broadacre agriculture," 2011 Conference (55th), February 8-11, 2011, Melbourne, Australia 100712, Australian Agricultural and Resource Economics Society.
    19. Li, Raymond & Leung, Guy C.K., 2012. "Coal consumption and economic growth in China," Energy Policy, Elsevier, vol. 40(C), pages 438-443.
    20. Apergis, Nicholas, 2014. "Can gold prices forecast the Australian dollar movements?," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 75-82.
    21. Alston, Julian M. & Pardey, Philip G., 2001. "Attribution and other problems in assessing the returns to agricultural R&D," Agricultural Economics, Blackwell, vol. 25(2-3), pages 141-152, September.
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    Keywords

    Productivity Analysis; Research and Development/Tech Change/Emerging Technologies;

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