IDEAS home Printed from https://ideas.repec.org/p/fpr/ifprid/1476.html
   My bibliography  Save this paper

Drivers of growth in agricultural returns to scale: The hiring in of tractor services in the Terai of Nepal:

Author

Listed:
  • Takeshima, Hiroyuki

Abstract

Returns to scale in agriculture have profound implications on how effectively governments’ various efforts in developing countries lead to agricultural intensification and transformation. Historically, agricultural transformation has often accompanied increasing returns to scale. Little direct evidence exists, however, on what actually causes such an increase, despite knowledge about many factors that are associated with the increase. We fill the knowledge gap by testing whether the hiring in of tractor services has increased returns to scale in agriculture at the household level in the Terai of Nepal, an area that has undergone a rapid increase in tractor use through custom hiring services. Using the Roy–Rubin framework of identifying causal mechanisms, combined with endogenous switching regression methods and IPW-GMM, we address two sources of endogeneity involved with the estimation of returns to scale: (a) farmers’ self-selection on whether to hire in tractor services; and (b) use of inputs in the production function. Based on the assumptions of the Cobb–Douglas production function specification and perfect efficiency of farm households, we find that the hiring in of tractor services significantly increased the returns to scale in agricultural production for a certain segment of tractor-hiring farm households not owning tractors, for which suitable control groups are found. Findings are robust under various alternative specifications.

Suggested Citation

  • Takeshima, Hiroyuki, 2015. "Drivers of growth in agricultural returns to scale: The hiring in of tractor services in the Terai of Nepal:," IFPRI discussion papers 1476, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:ifprid:1476
    as

    Download full text from publisher

    File URL: http://cdm15738.contentdm.oclc.org/utils/getfile/collection/p15738coll2/id/129749/filename/129960.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Olmstead, Alan L. & Rhode, Paul W., 2001. "Reshaping The Landscape: The Impact And Diffusion Of The Tractor In American Agriculture, 1910–1960," The Journal of Economic History, Cambridge University Press, vol. 61(3), pages 663-698, September.
    3. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    4. Jean-François Maystadt & Valerie Mueller & Ashwini Sebastian, 2016. "Environmental Migration and Labor Markets in Nepal," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 417-452.
    5. Matias Busso & John DiNardo & Justin McCrary, 2014. "New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 885-897, December.
    6. Takeshima, Hiroyuki & Jimah, Kipo & Kolavalli, Shashidhara & Diao, Xinshen & Funk, Rebecca Lee, 2013. "Dynamics of transformation: Insights from an exploratory review of rice farming in the Kpong irrigation project:," IFPRI discussion papers 1272, International Food Policy Research Institute (IFPRI).
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Yu Sheng & Shiji Zhao & Katarina Nossal & Dandan Zhang, 2015. "Productivity and farm size in Australian agriculture: reinvestigating the returns to scale," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(1), pages 16-38, January.
    9. Nicoletti, Cheti, 2006. "Nonresponse in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
    10. Binswanger, Hans, 1986. "Agricultural Mechanization: A Comparative Historical Perspective," The World Bank Research Observer, World Bank, vol. 1(1), pages 27-56, January.
    11. Guang Wan & Enjiang Cheng, 2001. "Effects of land fragmentation and returns to scale in the Chinese farming sector," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 183-194.
    12. Hanan G. Jacoby, 1993. "Shadow Wages and Peasant Family Labour Supply: An Econometric Application to the Peruvian Sierra," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(4), pages 903-921.
    13. Adesina, Akinwumi A. & Djato, Kouakou K., 1997. "Relative efficiency of women as farm managers: Profit function analysis in Cote d'Ivoire," Agricultural Economics, Blackwell, vol. 16(1), pages 47-53, March.
    14. J.C. Flinn & Kaliappa P. Kalirajan & Linda L. Castillo, 1982. "Supply Responsiveness Of Rice Farmers In Laguna, Philippines," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 26(1), pages 39-48, April.
    15. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    16. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    17. Hiroyuki Takeshima & Alex Winter-Nelson, 2012. "Sales location among semi-subsistence cassava farmers in Benin: a heteroskedastic double selection model," Agricultural Economics, International Association of Agricultural Economists, vol. 43(6), pages 655-670, November.
    18. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    19. Barbara J. Craig & Philip G. Pardey & Johannes Roseboom, 1997. "International Productivity Patterns: Accounting for Input Quality, Infrastructure, and Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1064-1076.
    20. Derek Byerlee & Klaus Deininger, 2013. "The Rise of Large Farms in Land-Abundant Countries: Do They Have a Future?," Palgrave Macmillan Books, in: Stein T. Holden & Keijiro Otsuka & Klaus Deininger (ed.), Land Tenure Reform in Asia and Africa, chapter 14, pages 333-353, Palgrave Macmillan.
    21. Takeshima, Hiroyuki, 2015. "Market imperfections for tractor service provision in Nigeria: International perspectives and empirical evidence:," IFPRI discussion papers 1424, International Food Policy Research Institute (IFPRI).
    22. Romeo G. Teruel & Yoshimi Kuroda, 2004. "An Empirical Analysis of Productivity in Philippine Agriculture, 1974–2000," Asian Economic Journal, East Asian Economic Association, vol. 18(3), pages 319-344, September.
    23. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    24. Romina Cavatassi & Lina Salazar & Mario González‐Flores & Paul Winters, 2011. "How do Agricultural Programmes Alter Crop Production? Evidence from Ecuador," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(2), pages 403-428, June.
    25. Benedito Cunguara & Karl Moder, 2011. "Is Agricultural Extension Helping the Poor? Evidence from Rural Mozambique," Journal of African Economies, Centre for the Study of African Economies, vol. 20(4), pages 562-595, August.
    26. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    27. Deininger, Klaus & Carletto, Calogero & Savastano, Sara & Muwonge, James, 2012. "Can diaries help in improving agricultural production statistics? Evidence from Uganda," Journal of Development Economics, Elsevier, vol. 98(1), pages 42-50.
    28. Marc F. Bellemare & Christopher B. Barrett, 2006. "An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 324-337.
    29. Robert Evenson & Prabhu Pingali (ed.), 2007. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 3, number 1.
    30. R. A. Cramb, 2011. "Re-Inventing Dualism: Policy Narratives and Modes of Oil Palm Expansion in Sarawak, Malaysia," Journal of Development Studies, Taylor & Francis Journals, vol. 47(2), pages 274-293.
    31. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    32. Hayami, Yujiro & Kawagoe, Toshihiko, 1989. "Farm mechanization, scale economies and polarization : The Japanese experience," Journal of Development Economics, Elsevier, vol. 31(2), pages 221-239, October.
    33. Abowd J.M. & Crepon B. & Kramarz F., 2001. "Moment Estimation With Attrition: An Application to Economic Models," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1223-1231, December.
    34. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
    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. Takeshima, Hiroyuki & Adhikari, Rajendra Prasad & Poudel, Mahendra Nath & Kumar, Anjani, 2015. "Farm household typologies and mechanization patterns in Nepal Terai: Descriptive analysis of the Nepal living standards survey:," IFPRI discussion papers 1488, International Food Policy Research Institute (IFPRI).
    2. Emma Karki & Akriti Sharma & Brendan Brown, 2022. "Farm mechanisation in Nepal's Terai Region: Policy context, drivers and options," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(2), pages 287-305, March.

    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. Takeshima, Hiroyuki, 2017. "The roles of agroclimatic similarity and returns on scale in the demand for mechanization: Insights from northern Nigeria," IFPRI discussion papers 1692, International Food Policy Research Institute (IFPRI).
    2. Takeshima, Hiroyuki & Houssou, Nazaire & Diao, Xinshen, 2018. "Effects of tractor ownership on returns-to-scale in agriculture: Evidence from maize in Ghana," Food Policy, Elsevier, vol. 77(C), pages 33-49.
    3. Hiroyuki Takeshima & Rajendra Prasad Adhikari & Anjani Kumar, 2016. "Is Access to Tractor Service a Binding Constraint for Nepali Terai Farmers?," Working Papers id:9604, eSocialSciences.
    4. Glover, Steven & Jones, Sam, 2019. "Can commercial farming promote rural dynamism in sub-Saharan Africa? Evidence from Mozambique," World Development, Elsevier, vol. 114(C), pages 110-121.
    5. Takeshima, Hiroyuki, 2015. "Identifying the effects of market imperfections for a scale biased agricultural technology: Tractors in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 211937, International Association of Agricultural Economists.
    6. Ying-Ying Lee, 2015. "Efficient propensity score regression estimators of multi-valued treatment effects for the treated," Economics Series Working Papers 738, University of Oxford, Department of Economics.
    7. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    8. Takeshima, Hiroyuki, 2015. "Market imperfections for tractor service provision in Nigeria: International perspectives and empirical evidence:," IFPRI discussion papers 1424, International Food Policy Research Institute (IFPRI).
    9. Steven Glover & Sam Jones, 2016. "Can commercial farming promote rural dynamism in sub-Saharan Africa? Evidence from Mozambique," WIDER Working Paper Series 120, World Institute for Development Economic Research (UNU-WIDER).
    10. Kubitza, Christoph & Dib, Jonida Bou & Kopp, Thomas & Krishna, Vijesh V. & Nuryartono, Nunung & Qaim, Matin & Romero, Miriam & Klasen, Stephan, 2019. "Labor savings in agriculture and inequality at different spatial scales: The expansion of oil palm in Indonesia," EFForTS Discussion Paper Series 26, University of Goettingen, Collaborative Research Centre 990 "EFForTS, Ecological and Socioeconomic Functions of Tropical Lowland Rainforest Transformation Systems (Sumatra, Indonesia)".
    11. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    12. Marco Caliendo & Stefan Tübbicke, 2020. "New evidence on long-term effects of start-up subsidies: matching estimates and their robustness," Empirical Economics, Springer, vol. 59(4), pages 1605-1631, October.
    13. Jia, Lili, 2012. "Land fragmentation and off-farm labor supply in China," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 66, number 66.
    14. Takeshima, Hiroyuki & Hatzenbuehler, Patrick L. & Edeh, Hyacinth O., 2020. "Effects of agricultural mechanization on economies of scope in crop production in Nigeria," Agricultural Systems, Elsevier, vol. 177(C).
    15. Jérôme Ronchetti & Anthony Terriau, 2019. "Impact of unemployment on self-perceived health," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 879-889, August.
    16. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    17. Jason DeBacker, 2012. "Political parties and political shirking," Public Choice, Springer, vol. 150(3), pages 651-670, March.
    18. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    19. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 871-905, August.
    20. Meilin Ma & Jessie Lin & Richard J. Sexton, 2022. "The Transition from Small to Large Farms in Developing Economies: A Welfare Analysis," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 111-133, January.

    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:fpr:ifprid:1476. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/ifprius.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.