IDEAS home Printed from https://ideas.repec.org/a/bla/ajarec/v54y2010i4p561-582.html
   My bibliography  Save this article

Exploring the impact of R&D and climate change on agricultural productivity growth: the case of Western Australia

Author

Listed:
  • Ruhul A. Salim
  • Nazrul Islam

Abstract

This article empirically examines the impact of R&D and climate change on the Western Australian Agricultural sector using standard time series econometrics. Based on historical data for the period of 1977-2005, the empirical results show that both R&D and climate change matter for long-run productivity growth. The long-run elasticity of total factor productivity (TFP) with respect to R&D expenditure is 0.497, while that of climate change is 0.506. There is a unidirectional causality running from R&D expenditure to TFP growth in both the short run and long run. Further, the variance decomposition and impulse response function confirm that a significant portion of output and productivity growth beyond the sample period is explained by R&D expenditure. These results justify the increase in R&D investment in the deteriorating climatic condition in the agricultural sector to improve the long-run prospects of productivity growth. Copyright 2010 The Authors. AJARE 2010 Australian Agricultural and Resource Economics Society Inc. and Blackwell Publishing Asia Pty Ltd.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:ajarec:v:54:y:2010:i:4:p:561-582
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/j.1467-8489.2010.00514.x
    File Function: link to full text
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. John D. Mullen & Thomas L. Cox, 1996. "Measuring Productivity Growth In Australian Broadacre Agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 40(3), pages 189-210, December.
    2. Mullen, John D., 2007. "Productivity Growth and the Returns from Public Investment in R&D in Australian Broadacre Agriculture," 2007 Conference (51st), February 13-16, 2007, Queenstown, New Zealand 9451, Australian Agricultural and Resource Economics Society.
    3. Colin Thirtle & Jenifer Piesse & David Schimmelpfennig, 2008. "Modeling the length and shape of the R&D lag: an application to UK agricultural productivity," Agricultural Economics, International Association of Agricultural Economists, vol. 39(1), pages 73-85, July.
    4. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    5. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    6. Hussain, Syed Sajidin & Mudasser, Muhammad, 2007. "Prospects for wheat production under changing climate in mountain areas of Pakistan - An econometric analysis," Agricultural Systems, Elsevier, vol. 94(2), pages 494-501, May.
    7. Mullen, John D. & Cox, Thomas L., 1994. "R&D and Productivity Growth in Australian Broadacre Agriculture," 1994 Conference (38th), February 8-10, 1994, Wellington, New Zealand 148013, Australian Agricultural and Resource Economics Society.
    8. Chambers, Christopher P. & Miller, Alan D., "undated". "Inefficiency," Working Papers WP2011/14, University of Haifa, Department of Economics, revised 30 Nov 2011.
    9. 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.
    10. Mullen, John D. & Cox, Thomas L., 1996. "Measuring Productivity Growth In Australian Broadacre Agriculture," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 40(3), pages 1-22, December.
    11. Mullen, John D. & Cox, Thomas L., 1995. "The Returns From Research In Australian Broadacre Agriculture," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(2), pages 1-24, August.
    12. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    13. 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.
    14. Roberto ESPOSTI & Pierpaolo PIERANI, 2001. "Building the Knowledge Stock: Lags, Depreciation and Uncertainty in Agricultural R&D," Working Papers 145, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    15. John D. Mullen & Thomas L. Cox, 1995. "The Returns From Research In Australian Broadacre Agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 39(2), pages 105-128, August.
    16. Michael Harris & Alan Lloyd, 1991. "The Returns to Agricultural Research and the Underinvestment Hypothesis ‐ A Survey," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 24(3), pages 16-27, July.
    17. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    18. Soytas, Ugur & Sari, Ramazan, 2006. "Energy consumption and income in G-7 countries," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 739-750, October.
    19. Binenbaum, Eran & Mullen, John D. & Wang, Chang Tao, 2008. "Has the Return on Australian Public Investment in Agricultural Research Changed?," 2008 Conference (52nd), February 5-8, 2008, Canberra, Australia 6016, Australian Agricultural and Resource Economics Society.
    20. Coelli, T J, 1996. "Measurement of Total Factor Productivity Growth and Biases in Technological Change in Western Australian Agriculture," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(1), pages 77-91, Jan.-Feb..
    21. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    22. N. Islam, 1999. "Western Australian Agriculture: Structure, trends and farming systems," Economics Discussion / Working Papers 99-18, The University of Western Australia, Department of Economics.
    23. Antle, John M., 2008. "Climate Change and Agriculture: Economic Impacts," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 23(1), pages 1-3.
    24. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    25. Ryan, James G., 1976. "Growth And Size Economies Over Space And Time: Wheat-Sheep Farms In New South Wales," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 20(3), pages 1-19, December.
    26. James G. Ryan, 1976. "Growth And Size Economies Over Space And Time: Wheat‐Sheep Farms In New South Wales," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 20(3), pages 160-178, December.
    27. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    28. John Mullen, 2007. "Productivity growth and the returns from public investment in R&D in Australian broadacre agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(4), pages 359-384, December.
    29. Kingwell, Ross S., 2006. "Climate change in Australia: agricultural impacts and adaptation," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 14.
    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. Xincai Gao & Lin Ji & Abbas Ali Chandio & Amber Gul & Martinson Ankrah Twumasi & Fayyaz Ahmad, 2022. "Towards Sustainable Agriculture in China: Assessing the Robust Role of Green Public Investment," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    2. Potts, Jason & Kastelle, Tim, 2017. "Economics of innovation in Australian agricultural economics and policy," Economic Analysis and Policy, Elsevier, vol. 54(C), pages 96-104.
    3. 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.
    4. Tim Lefroy & James Key, 2018. "Determinants of Broadacre Farming Efficiency in Western Australia: A Stochastic Frontier Analysis," Economic Papers, The Economic Society of Australia, vol. 37(2), pages 180-196, June.
    5. Chandio, Abbas Ali & Jiang, Yuansheng & Ahmad, Fayyaz & Adhikari, Salina & Ain, Qurat Ul, 2021. "Assessing the impacts of climatic and technological factors on rice production: Empirical evidence from Nepal," Technology in Society, Elsevier, vol. 66(C).
    6. Bannor, Frank & Dikgang, Johane & Kutela Gelo, Dambala, 2021. "Interdependence between research and development, climate variability and agricultural production: evidence from sub-Saharan Africa," MPRA Paper 105697, University Library of Munich, Germany.
    7. Sanzidur Rahman & Asif Reza Anik & Jaba Rani Sarker, 2022. "Climate, Environment and Socio-Economic Drivers of Global Agricultural Productivity Growth," Land, MDPI, vol. 11(4), pages 1-17, April.
    8. C. J. O’Donnell, 2021. "Estimating the Effects of Weather and Climate Change on Agricultural Productivity," CEPA Working Papers Series WP032021, School of Economics, University of Queensland, Australia.
    9. Islam, Nazrul & Xayavong, Vilaphonh & Kingwell, Ross, 2014. "Broadacre farm productivity and profitability in south-western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(2), April.
    10. Bannor, Frank & Dikgang, Johane & Gelo, Dambala, 2021. "Agricultural total factor productivity growth, technical efficiency, and climate variability in sub-Saharan Africa," EconStor Preprints 231310, ZBW - Leibniz Information Centre for Economics.
    11. Muhammad Usman & Gulnaz Hameed & Abdul Saboor & Lal K. Almas & Muhammad Hanif, 2021. "R&D Innovation Adoption, Climatic Sensitivity, and Absorptive Ability Contribution for Agriculture TFP Growth in Pakistan," Agriculture, MDPI, vol. 11(12), pages 1-18, November.
    12. Antonio Peyrache & Maria C. A. Silva, 2021. "Multi-Level Parallel Production Networks," CEPA Working Papers Series WP052021, School of Economics, University of Queensland, Australia.
    13. Mirela Stoian & Raluca Andreea Ion & Vlad Constantin Turcea & Ionut Catalin Nica & Catalin Gheorghe Zemeleaga, 2022. "The Influence of Governmental Agricultural R&D Expenditure on Farmers’ Income—Disparities between EU Member States," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
    14. Muhammad Haseeb & Sebastian Kot & Hafezali Iqbal Hussain & Kittisak Jermsittiparsert, 2019. "Impact of Economic Growth, Environmental Pollution, and Energy Consumption on Health Expenditure and R&D Expenditure of ASEAN Countries," Energies, MDPI, vol. 12(19), pages 1-21, September.

    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. Harris, Patrick, 2020. "To what extent has climate change impacted the Total Factor Productivity of the Australian beef industry by state and as a country?," MPRA Paper 100795, University Library of Munich, Germany.
    2. 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.
    3. Andreas G. Georgantopoulos, 2013. "Tourism Expansion and Economic Development: Var/Vecm Analysis and Forecasts for the Case of India," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(4), pages 464-482, April.
    4. Wittwer, Glyn & Banerjee, Onil, 2015. "Investing in irrigation development in North West Queensland, Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), April.
    5. Thomas COX & John MULLEN & Wensheng HU, 1996. "Nonparametric Measures Of The Impacts Of Public Research Expenditures On Australian Broadacre Agriculture: Preliminary Results," Staff Papers 399, University of Wisconsin Madison, AAE.
    6. Mullen, John & Keogh, Mick, 2013. "The Future Productivity and Competitiveness Challenge for Australian Agriculture," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152170, Australian Agricultural and Resource Economics Society.
    7. Jobert, Thomas & Karanfil, Fatih, 2007. "Sectoral energy consumption by source and economic growth in Turkey," Energy Policy, Elsevier, vol. 35(11), pages 5447-5456, November.
    8. Chien-Chiang Lee & Chun-Ping Chang, 2006. "The Long-Run Relationship Between Defence Expenditures And Gdp In Taiwan," Defence and Peace Economics, Taylor & Francis Journals, vol. 17(4), pages 361-385.
    9. Ruhul A. Salim & Shuddhasattwa Rafiq & A. F. M. Kamrul Hassan, 2008. "Causality And Dynamics Of Energy Consumption And Output: Evidence From Non-Oecd Asian Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 33(2), pages 1-26, December.
    10. Sanzidur Rahman & Asif Reza Anik & Jaba Rani Sarker, 2022. "Climate, Environment and Socio-Economic Drivers of Global Agricultural Productivity Growth," Land, MDPI, vol. 11(4), pages 1-17, April.
    11. Soytas, Ugur & Sari, Ramazan, 2006. "Energy consumption and income in G-7 countries," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 739-750, October.
    12. Martin Gürtler, 2015. "Poptávka po reálných peněžních zůstatcích v ČR a její determinanty [Demand For Real Money Balances in the Czech Republic and its Determinants]," Politická ekonomie, Prague University of Economics and Business, vol. 2015(5), pages 570-602.
    13. THOMAS COX & John Mullen & Wensheng Hu, 1996. "Nonparametric Measures of the Impacts of Public Research Expenditures on Australian Broadacre Agriculture: Preliminary Results," Wisconsin-Madison Agricultural and Applied Economics Staff Papers 399, Wisconsin-Madison Agricultural and Applied Economics Department.
    14. Andreas Georgantopoulos, 2012. "Electricity Consumption and Economic Growth: Analysis and Forecasts using VAR/VEC Approach for Greece with Capital Formation," International Journal of Energy Economics and Policy, Econjournals, vol. 2(4), pages 263-278.
    15. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Does Portuguese economy support crude oil conservation hypothesis?," Energy Policy, Elsevier, vol. 45(C), pages 628-634.
    16. Abhinandan Kulal & Deepak Kallige Vishwanath & Sanath Kumar Kanthila, 2023. "Dynamic Relationship Between Rupee-Dollar Exchange Rate and Major Economic Indicators," American Journal of Economics and Business Administration, Science Publications, vol. 15(1), pages 18-30, August.
    17. Erdal Demirhan & Banu Demirhan, 2015. "The Dynamic Effect of ExchangeRate Volatility on Turkish Exports: Parsimonious Error-Correction Model Approach," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 62(4), pages 429-451, September.
    18. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
    19. Yau, Hwey-Yun & Nieh, Chien-Chung, 2006. "Interrelationships among stock prices of Taiwan and Japan and NTD/Yen exchange rate," Journal of Asian Economics, Elsevier, vol. 17(3), pages 535-552, June.
    20. Moreira, Ricardo Ramalhete, 2016. "Measuring the Monetary Policy’s Structural Credibility by the Expected Inflation Determinants: a Kalman Filter Approach for Brazil," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 36(2), November.

    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:bla:ajarec:v:54:y:2010:i:4:p:561-582. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaresea.html .

    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.