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Productivity growth and convergence in US agriculture: new cointegration panel data results

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  • Yucan Liu
  • C. Richard Shumway
  • Robert Rosenman
  • Virgil Eldon Ball

Abstract

Dynamic effects of health and inter-state and inter-industry knowledge spillovers, Total Factor Productivity (TFP) growth and convergence in US agriculture are examined using recently developed procedures for panel data and a growth accounting model. Strong evidence is found to support the hypothesis that TFP converges to a steady state. Health care supply in rural areas and research spillovers from other states and from nonagricultural sectors are found to have significant impacts on the productivity growth rate in both the short and the long run. These results suggest a richer set of opportunities for policy makers to enhance productivity growth than previously considered.

Suggested Citation

  • Yucan Liu & C. Richard Shumway & Robert Rosenman & Virgil Eldon Ball, 2011. "Productivity growth and convergence in US agriculture: new cointegration panel data results," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 91-102.
    • Handle: RePEc:taf:applec:v:43:y:2011:i:1:p:91-102
    DOI: 10.1080/00036840802389087
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    1. Alan McCunn & Wallace E. Huffman, 2000. "Convergence in U.S. Productivity Growth for Agriculture: Implications of Interstate Research Spillovers for Funding Agricultural Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(2), pages 370-388.
    2. Barrett, Christopher B., 1996. "On price risk and the inverse farm size-productivity relationship," Journal of Development Economics, Elsevier, vol. 51(2), pages 193-215, December.
    3. Alok Bhargava & Dean T. Jamison & Lawrence J. Lau & Christopher J. L. Murray, 2006. "Modeling the effects of health on economic growth," World Scientific Book Chapters, in: Econometrics, Statistics And Computational Approaches In Food And Health Sciences, chapter 20, pages 269-286, World Scientific Publishing Co. Pte. Ltd..
    4. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    5. Martin, Will & Mitra, Devashish, 1999. "Productivity growth and convergence in agriculture and manufacturing," Policy Research Working Paper Series 2171, The World Bank.
    6. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    7. Alfons Weersink & Loren W. Tauer, 1991. "Causality between Dairy Farm Size and Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1138-1145.
    8. Daniel K. N. Johnson & Robert E. Evenson, 1999. "R&D Spillovers To Agriculture: Measurement And Application," Contemporary Economic Policy, Western Economic Association International, vol. 17(4), pages 432-456, October.
    9. Jean-Paul Chavas & Thomas L. Cox, 1992. "A Nonparametric Analysis of the Influence of Research on Agricultural Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(3), pages 583-591.
    10. Lee, Kevin & Pesaran, M Hashem & Smith, Ron, 1997. "Growth and Convergence in Multi-country Empirical Stochastic Solow Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 357-392, July-Aug..
    11. Robert Evenson & Daniel Johnson, 1997. "Introduction: Invention Input-Output Analysis," Economic Systems Research, Taylor & Francis Journals, vol. 9(2), pages 149-160.
    12. Acs,Zoltan J. & Carlsson,Bo & Karlsson,Charlie (ed.), 1999. "Entrepreneurship, Small and Medium-Sized Enterprises and the Macroeconomy," Cambridge Books, Cambridge University Press, number 9780521621052, January.
    13. Kawagoe, Toshihiko & Hayami, Yujiro & Ruttan, Vernon W., 1985. "The intercountry agricultural production function and productivity differences among countries," Journal of Development Economics, Elsevier, vol. 19(1-2), pages 113-132.
    14. 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.
    15. repec:bla:obuest:v:63:y:2001:i:2:p:153-71 is not listed on IDEAS
    16. Yucan Liu & C. Richard Shumway, 2009. "Testing expected utility maximization under price and quantity risk with a heterogeneous panel," Applied Economics, Taylor & Francis Journals, vol. 41(9), pages 1105-1119.
    17. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
    18. Robert E. Evenson, 1989. "Spillover Benefits of Agricultural Research: Evidence from U.S. Experience," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(2), pages 447-452.
    19. Kawagoe, Toshihiko & Hayami, Yujiro & Ruttan, Vernon W., 1988. "The intercountry agricultural production function and productivity differences among countries : Reply," Journal of Development Economics, Elsevier, vol. 28(1), pages 125-126, February.
    20. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    21. Philip G. Pardey & Barbara Craig, 1989. "Causal Relationships between Public Sector Agricultural Research Expenditures and Output," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(1), pages 9-19.
    22. repec:bla:econom:v:72:y:2005:i:286:p:287-305 is not listed on IDEAS
    23. Jet Yee & Mary Clare Ahearn, 2005. "Government policies and farm size: does the size concept matter?," Applied Economics, Taylor & Francis Journals, vol. 37(19), pages 2231-2238.
    24. V. Eldon Ball & Charles Hallahan & Richard Nehring, 2004. "Convergence of Productivity: An Analysis of the Catch-up Hypothesis within a Panel of States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(5), pages 1315-1321.
    25. Colin G. Thirtle & David E. Schimmelpfennig & Robert E Townsend, 2002. "Induced Innovation in United States Agriculture, 1880–1990: Time Series Tests and an Error Correction Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 598-614.
    26. Alston, Julian M. & Craig, Barbara J. & Pardey, Philip G., 1998. "Dynamics in the creation and depreciation of knowledge, and the returns to research:," EPTD discussion papers 35, International Food Policy Research Institute (IFPRI).
    27. Qinghua Liu & C. Richard Shumway, 2006. "Geographic aggregation and induced innovation in American agriculture," Applied Economics, Taylor & Francis Journals, vol. 38(6), pages 671-682.
    28. 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.
    29. Shiva Makki & Luther Tweeten & Cameron Thraen, 1999. "Investing in Research and Education versus Commodity Programs: Implications for Agricultural Productivity," Journal of Productivity Analysis, Springer, vol. 12(1), pages 77-94, August.
    30. V. Eldon Ball & Frank M. Gollop & Alison Kelly-Hawke & Gregory P. Swinand, 1999. "Patterns of State Productivity Growth in the U.S. Farm Sector: Linking State and Aggregate Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 164-179.
    31. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    32. Gavin Cameron, 2005. "The Sun Also Rises: Productivity Convergence Between Japan and the USA," Journal of Economic Growth, Springer, vol. 10(4), pages 387-408, December.
    33. Colin Thirtle & Lin Lin Lin & Jim Holding & Lindie Jenkins & Jenifer Piesse, 2004. "Explaining the Decline in UK Agricultural Productivity Growth," Journal of Agricultural Economics, Wiley Blackwell, vol. 55(2), pages 343-366, July.
    34. Carter, Michael R, 1984. "Identification of the Inverse Relationship between Farm Size and Productivity: An Empirical Analysis of Peasant Agricultural Production," Oxford Economic Papers, Oxford University Press, vol. 36(1), pages 131-145, March.
    35. L Gutierrez, 2000. "Convergence in US and EU agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 27(2), pages 187-206, June.
    36. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    37. repec:bla:scandj:v:95:y:1993:i:4:p:427-43 is not listed on IDEAS
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    Cited by:

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    2. Valerien O. Pede & Raymond J. G. M. Florax & Henri L. F. de Groot & Gustavo Barboza, 2021. "Technological leadership and sectorial employment growth: A spatial econometric analysis for U.S. counties," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 50(1), February.
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    4. Sabasi, Darlington & Shumway, C. Richard, 2014. "Technical Change, Efficiency, and Total Factor Productivity in U.S. Agriculture," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170225, Agricultural and Applied Economics Association.
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    6. Isabel Dinis, 2023. "Exploring the Drivers of Microregional Agricultural Labor Productivity: Empirical Insights from Portugal," Agriculture, MDPI, vol. 13(11), pages 1-19, November.
    7. Esposti, Roberto, 2012. "Knowledge, Technology and Innovations for a Bio-based Economy: Lessons from the Past, Challenges for the Future," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 1(3), pages 1-34, December.
    8. Kutub Uddin & Zohurul Anis & Muhammad Jakir Hossain & Zohurul Islam Shamol, 2016. "Examining Convergence in Per Capita Agricultural Production across Selected Asian countries," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 6(10), pages 178-194, October.
    9. Sabasi, Darlington & Kompaniyets, Lyudmyla, 2015. "Impact of credit constraints on profitability and productivity in U.S. agriculture," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205689, Agricultural and Applied Economics Association.
    10. Lachaud, Michee & Bravo-Ureta, Boris & Ludena, Carlos, 2015. "Agricultural Productivity Growth in Latin America and the Caribbean (LAC): An analysis of Climatic Effects, Convergence, and Catch-up," 2015 Conference, August 9-14, 2015, Milan, Italy 211721, International Association of Agricultural Economists.
    11. Magdalena Osinska & Karolina Kluth, 2010. "Convergence of Greek Economy with the EU and Some Comparisons with Polish Experience," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 139-156.
    12. S. C. West & A. W. Mugera & R. S. Kingwell, 2022. "The choice of efficiency benchmarking metric in evaluating firm productivity and viability," Journal of Productivity Analysis, Springer, vol. 57(2), pages 193-211, April.
    13. Nawrocka, Agnieszka Baer & Sapa, Agnieszka, 2013. "Agricultural Labour Productivity and the Intensity of Agri-food Trade in Selected Regional Trade Agreements," 2013: Productivity and Its Impacts on Global Trade, June 2-4, 2013. Seville, Spain 152381, International Agricultural Trade Research Consortium.
    14. F. Djoumessi, Yannick, 2016. "Green Agricultural Productivity Growth and Convergence in sub-Saharan Africa," MPRA Paper 79525, University Library of Munich, Germany, revised 11 Dec 2016.
    15. Amin Mugera & Michael Langemeier & Allen Featherstone, 2012. "Labor productivity convergence in the Kansas farm sector: a three-stage procedure using data envelopment analysis and semiparametric regression analysis," Journal of Productivity Analysis, Springer, vol. 38(1), pages 63-79, August.
    16. Lachaud, Michee Arnold & Bravo-Ureta, Boris E. & Ludena, Carlos E., 2015. "Agricultural productivity growth in Latin America and the Caribbean and other world regions: An analysis of climatic effects, convergence and catch-up," Working Papers 40, University of Connecticut, Department of Agricultural and Resource Economics, Charles J. Zwick Center for Food and Resource Policy.

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    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

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