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Accounting for the Impacts of Changing Configurations in Temperature and Precipitation on U.S. Agricultural Productivity

Author

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  • Njuki, E.
  • Bravo-Ureta, B.

Abstract

The objective of this study is to investigate how changing configurations in temperature and precipitation are transmitted to productivity growth in the U.S. agricultural sector. In doing so, we account for farm heterogeneity in production possibilities and the considerable variations in weather and other physical characteristics of the environment. In contrast, the received literature on productivity growth assumes that firms share the same production possibilities and only differ with respect to their level of inefficiency. We do this by implementing a Random Parameters approach in a Stochastic Production Frontier framework. The resulting parameter estimates are used to decompose a multiplicative TFP index that yields measures of technological progress, technical efficiency change, environmental, and scale-mix efficiency. Our results indicate that even after accounting for knowledge stocks generated from investments in research and development there are significant reductions in productivity growth, primarily driven by weather anomalies. Acknowledgement : This study was partially funded by U.S. Department of Agriculture, National Institute of Food and Agriculture grant number 2016-67012-24678 and 2016-67024-24760.

Suggested Citation

  • Njuki, E. & Bravo-Ureta, B., 2018. "Accounting for the Impacts of Changing Configurations in Temperature and Precipitation on U.S. Agricultural Productivity," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277140, International Association of Agricultural Economists.
    • Handle: RePEc:ags:iaae18:277140
    DOI: 10.22004/ag.econ.277140
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    References listed on IDEAS

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    1. Cline, William R, 1996. "The Impact of Global Warming on Agriculture: Comment," American Economic Review, American Economic Association, vol. 86(5), pages 1309-1311, December.
    2. Apurba Shee & Spiro E. Stefanou, 2015. "Endogeneity Corrected Stochastic Production Frontier and Technical Efficiency," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(3), pages 939-952.
    3. Sun Ling Wang & Paul W. Heisey & Wallace E. Huffman & Keith O. Fuglie, 2013. "Public R&D, Private R&D, and U.S. Agricultural Productivity Growth: Dynamic and Long-Run Relationships," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1287-1293.
    4. Shon P. Williams & C. Richard Shumway, 1998. "Testing for Behavioral Objective and Aggregation Opportunities in U.S. Agricultural Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 195-207.
    5. Ariel Ortiz-Bobea & Richard E. Just, 2013. "Modeling the Structure of Adaptation in Climate Change Impact Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 244-251.
    6. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    7. Malcolm, Scott A. & Marshall, Elizabeth P. & Aillery, Marcel P. & Heisey, Paul W. & Livingston, Michael J. & Day-Rubenstein, Kelly A., 2012. "Agricultural Adaptation to a Changing Climate: Economic and Environmental Implications Vary by U.S. Region," Economic Research Report 127734, United States Department of Agriculture, Economic Research Service.
    8. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    9. 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.
    10. Sansi Yang & C. Richard Shumway, 2016. "Dynamic Adjustment in US Agriculture under Climate Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 910-924.
    11. Gerald C. Nelson & Dominique Mensbrugghe & Helal Ahammad & Elodie Blanc & Katherine Calvin & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campen & Martin Lampe & Daniel Ma, 2014. "Agriculture and climate change in global scenarios: why don't the models agree," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 85-101, January.
    12. Yu Jin & Wallace E. Huffman, 2016. "Measuring public agricultural research and extension and estimating their impacts on agricultural productivity: new insights from U.S. evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 47(1), pages 15-31, January.
    13. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    14. Roy Darwin, 1999. "The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment," American Economic Review, American Economic Association, vol. 89(4), pages 1049-1052, September.
    15. Ryan Mutter & William Greene & William Spector & Michael Rosko & Dana Mukamel, 2013. "Investigating the impact of endogeneity on inefficiency estimates in the application of stochastic frontier analysis to nursing homes," Journal of Productivity Analysis, Springer, vol. 39(2), pages 101-110, April.
    16. Wallace E. Huffman & Robert E. Evenson, 1992. "Contributions of Public and Private Science and Technology to U.S. Agricultural Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(3), pages 751-756.
    17. Michael J. Roberts & Wolfram Schlenker & Jonathan Eyer, 2013. "Agronomic Weather Measures in Econometric Models of Crop Yield with Implications for Climate Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 236-243.
    18. Elizabeth Marshall & Marcel Aillery & Scott Malcolm & Ryan Williams, 2015. "Agricultural Production under Climate Change: The Potential Impacts of Shifting Regional Water Balances in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 568-588.
    19. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    20. Wang, Sun Ling & Ball, Eldon & Fulginiti, Lilyan E. & Plastina, Alejandro, 2012. "Accounting for the Impact of Public Research, R&D Spill-ins, Extension and Roads in U.S. Regional Agricultural Productivity Growth, 1980–2004," Staff General Research Papers Archive 39156, Iowa State University, Department of Economics.
    21. S. Seo, 2013. "An essay on the impact of climate change on US agriculture: weather fluctuations, climatic shifts, and adaptation strategies," Climatic Change, Springer, vol. 121(2), pages 115-124, November.
    22. Jakob B. Madsen & Md. Rabiul Islam, 2016. "Exploring the widening food gap: an international perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 645-659, November.
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