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Labor productivity convergence in the Kansas farm sector: a three-stage procedure using data envelopment analysis and semiparametric regression analysis

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  • Amin Mugera
  • Michael Langemeier
  • Allen Featherstone

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  • 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.
    • Handle: RePEc:kap:jproda:v:38:y:2012:i:1:p:63-79
    DOI: 10.1007/s11123-011-0235-1
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    4. Serra, Teresa & Zilberman, David & Gil, Jose Maria, 2008. "Farms' technical inefficiencies in the presence of government programs," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(1), pages 1-20.
    5. Teresa Serra & Barry K. Goodwin & Allen M. Featherstone, 2005. "Agricultural Policy Reform and Off‐farm Labour Decisions," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(2), pages 271-285, July.
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    7. Daniel J. Henderson & Valentin Zelenyuk, 2007. "Testing for (Efficiency) Catching-up," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 1003-1019, April.
    8. Gutierrez, Luciano, 2002. "Why is Agricultural Labour Productivity higher in some countries than others?," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 3(1), pages 1-15, January.
    9. Anthony Rezitis, 2005. "Agricultural productivity convergence across Europe and the United States of America," Applied Economics Letters, Taylor & Francis Journals, vol. 12(7), pages 443-446.
    10. Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007. "A consistent model specification test with mixed discrete and continuous data," Journal of Econometrics, Elsevier, vol. 140(2), pages 802-826, October.
    11. Yatchew,Adonis, 2003. "Semiparametric Regression for the Applied Econometrician," Cambridge Books, Cambridge University Press, number 9780521812832, September.
    12. 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.
    13. Li, Qi, et al, 2002. "Semiparametric Smooth Coefficient Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 412-422, July.
    14. Shunsuke Managi & David Karemera, 2004. "Input and output biased technological change in US agriculture," Applied Economics Letters, Taylor & Francis Journals, vol. 11(5), pages 283-286.
    15. Rolf Färe & Shawna Grosskopf & Dimitri Margaritis, 2006. "Productivity Growth and Convergence in the European Union," Journal of Productivity Analysis, Springer, vol. 25(1), pages 111-141, April.
    16. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    17. 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.
    18. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    19. Ma Jesús Delgado‐Rodríguez & Inmaculada Álvarez‐Ayuso, 2008. "Economic Growth and Convergence of EU Member States: An Empirical Investigation," Review of Development Economics, Wiley Blackwell, vol. 12(3), pages 486-497, August.
    20. V. Ball & Jean-Christophe Bureau & Jean-Pierre Butault & Richard Nehring, 2001. "Levels of Farm Sector Productivity: An International Comparison," Journal of Productivity Analysis, Springer, vol. 15(1), pages 5-29, January.
    21. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
    22. 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.
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    Cited by:

    1. Tomas Baležentis & Irena Kriščiukaitienė & Alvydas Baležentis, 2014. "A nonparametric analysis of the determinants of family farm efficiency dynamics in Lithuania," Agricultural Economics, International Association of Agricultural Economists, vol. 45(5), pages 589-599, September.
    2. 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.
    3. Mochen Liao & Kai Lan & Yuan Yao, 2022. "Sustainability implications of artificial intelligence in the chemical industry: A conceptual framework," Journal of Industrial Ecology, Yale University, vol. 26(1), pages 164-182, February.
    4. Novotná, Martina & Volek, Tomáš, 2015. "Efficiency of Production Factors and Financial Performance of Agricultural Enterprises," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 7(4), pages 1-9, December.
    5. Amin W. Mugera & Michael R. Langemeier & Andrew Ojede, 2016. "Contributions of Productivity and Relative Price Changes to Farm-level Profitability Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1210-1229.
    6. 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.
    7. Bhattarai, Keshab & Qin, Weiguang, 2022. "Convergence in labor productivity across provinces and production sectors in China," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    8. Hoop, Daniel & Mack, Gabriele & Mann, Stefan & Schmid, Dierk, 2014. "On the dynamics of agricultural labour input and their impact on productivity and income: an empirical study of Swiss family farms," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 3(4), pages 1-11.
    9. Martina Novotná & Tomáš Volek, 2016. "The Significance of Farm Size in the Evaluation of Labour Productivity in Agriculture," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 64(1), pages 333-340.
    10. Allen M. Featherstone & Timothy A. Park & Jeremy G. Weber, 2012. "Keeping ARMS relevant: extracting additional information from ARMS," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(2), pages 233-246, July.
    11. Kotir, Julius H. & Bell, Lindsay W. & Kirkegaard, John A. & Whish, Jeremy & Aikins, Kojo Atta, 2022. "Labour demand – The forgotten input influencing the execution and adoptability of alternative cropping systems in Eastern Australia," Agricultural Systems, Elsevier, vol. 203(C).

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    More about this item

    Keywords

    Labor productivity; Efficiency change; Technical change; Factor intensity; Convergence; Semiparametric regression; D24; Q12;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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