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Drivers of Farm Efficiency and Their Potential for Development in a Changing Agricultural Setting in Kerala, India

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  • Agnes Gold

    (University of Kassel)

  • Stefan Gold

    (University of Kassel)

Abstract

The agricultural sector is a main source of income for many smallholder farmers in developing countries. In Kerala, the sector faces various challenges linked to land, labour and capital scarcity. This paper explores efficiency levels of farms and identifies measures that increase farm efficiency in a rural region in Kerala. By means of data envelopment analysis (DEA) and subsequent Tobit regression models based on primary data from 333 farms, we show the specific distribution of farm efficiency and explain efficiency differences by various factors relating to socio-economic conditions and farm management. Our analysis finds that average farm efficiency is low. Female farmers, remittances and farm machinery tend to increase farm efficiency, whereas coconut and rice crops as well as fertiliser use tend to decrease efficiency. Our analysis informs the decision-making of farmers and policy-makers, and helps farmers generate marketable surplus that ensures the livelihood of rural communities and drives development.

Suggested Citation

  • Agnes Gold & Stefan Gold, 2019. "Drivers of Farm Efficiency and Their Potential for Development in a Changing Agricultural Setting in Kerala, India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 855-880, September.
    • Handle: RePEc:pal:eurjdr:v:31:y:2019:i:4:d:10.1057_s41287-018-0190-z
    DOI: 10.1057/s41287-018-0190-z
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    as
    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. Otsuki, Tsunehiro & Hardie, Ian W. & Reis, Eustáquio J., 2002. "The implication of property rights for joint agriculture–timber productivity in the Brazilian Amazon," Environment and Development Economics, Cambridge University Press, vol. 7(2), pages 299-323, May.
    3. Ralitza Dimova & Christophe J Nordman, 2014. "Understanding the Links between Labour and Economic Development," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 26(4), pages 387-396, September.
    4. Guirkinger, Catherine & Platteau, Jean-Philippe & Goetghebuer, Tatiana, 2015. "Productive inefficiency in extended agricultural households: Evidence from Mali," Journal of Development Economics, Elsevier, vol. 116(C), pages 17-27.
    5. Basanta R. Dhungana & Peter L. Nuthall & Gilbert V. Nartea, 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 347-369, June.
    6. Helfand, Steven M. & Levine, Edward S., 2004. "Farm size and the determinants of productive efficiency in the Brazilian Center-West," Agricultural Economics, Blackwell, vol. 31(2-3), pages 241-249, December.
    7. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    8. Julio Díaz-José & Roberto Rendón-Medel & Bram Govaerts & Jorge Aguilar-Ávila & Manrrubio Muñoz-Rodriguez, 2016. "Innovation Diffusion in Conservation Agriculture: A Network Approach," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 28(2), pages 314-329, April.
    9. Lidia Angulo-Meza & Marcos Lins, 2002. "Review of Methods for Increasing Discrimination in Data Envelopment Analysis," Annals of Operations Research, Springer, vol. 116(1), pages 225-242, October.
    10. José Cuesta, 2011. "A Qualitative Analysis of Policymaking on the Food Price Crisis in the Andean Region: Preparing for the Next Crisis," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 23(1), pages 72-93, February.
    11. Arnim Langer & Frances Stewart, 2012. "International Trade and Horizontal Inequalities: Conceptual and Empirical Linkages," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 24(5), pages 665-687, December.
    12. Mette Wier & Line Block Christoffersen & Trine Jensen & Ole Pedersen & Hans Keiding & Jesper Munksgaard, 2005. "Evaluating sustainability of household consumption—Using DEA to assess environmental performance," Economic Systems Research, Taylor & Francis Journals, vol. 17(4), pages 425-447.
    13. Sengupta, Atanu & Kundu, Subrata, 2006. "Scale Efficiency of Indian Farmers: A Non- Parametric Approach," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 61(4), pages 1-11.
    14. Speelman, Stijn & D'Haese, Marijke & Buysse, Jeroen & D'Haese, Luc, 2008. "A measure for the efficiency of water use and its determinants, a case study of small-scale irrigation schemes in North-West Province, South Africa," Agricultural Systems, Elsevier, vol. 98(1), pages 31-39, July.
    15. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    16. Raghbendra Jha & Puneet Chitkara & Santanu Gupta, 2000. "Productivity, technical and allocative efficiency and farm size in wheat farming in India: a DEA approach," Applied Economics Letters, Taylor & Francis Journals, vol. 7(1), pages 1-5.
    17. Kokoye, Sènakpon E. Haroll & Yabi, Jacob A. & Tovignan, Silvère D. & Yegbemey, Rosaine N. & Nuppenau, Ernst-August, 2013. "Simultaneous modelling of the determinants of the partial inputs productivity in the municipality of Banikoara, Northern Benin," Agricultural Systems, Elsevier, vol. 122(C), pages 53-59.
    18. Hossein Mehrabi Boshrabadi & Renato Villano & Euan Fleming, 2008. "Technical efficiency and environmental‐technological gaps in wheat production in Kerman province of Iran," Agricultural Economics, International Association of Agricultural Economists, vol. 38(1), pages 67-76, January.
    19. P.K. Viswanathan, 2014. "The Rationalization of Agriculture in Kerala: Implications for the Natural Environment, Agro-ecosystems and Livelihoods," Agrarian South: Journal of Political Economy, Centre for Agrarian Research and Education for South, vol. 3(1), pages 63-107, April.
    20. Thirtle, Colin & Piesse, Jenifer & Lusigi, Angela & Suhariyanto, Kecuk, 2003. "Multi-factor agricultural productivity, efficiency and convergence in Botswana, 1981-1996," Journal of Development Economics, Elsevier, vol. 71(2), pages 605-624, August.
    21. Ray, Subhash C. & Ghose, Arpita, 2014. "Production efficiency in Indian agriculture: An assessment of the post green revolution years," Omega, Elsevier, vol. 44(C), pages 58-69.
    22. Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
    23. Ezra D. Berkhout & Robert A. Schipper & Arie Kuyvenhoven & Ousmane Coulibaly, 2010. "Does heterogeneity in goals and preferences affect efficiency? A case study of farm households in northern Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 265-273, May.
    24. Marie-Laure Bougnol & José Dulá, 2006. "Validating DEA as a ranking tool: An application of DEA to assess performance in higher education," Annals of Operations Research, Springer, vol. 145(1), pages 339-365, July.
    25. Ruxanda Berlinschi & Johan Swinnen & Kristine Van Herck, 2014. "Trapped in Agriculture? Credit Constraints, Investments in Education and Agricultural Employment," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 26(4), pages 490-508, September.
    26. Shafiq, Muhammad & Rehman, Tahir, 2000. "The extent of resource use inefficiencies in cotton production in Pakistan's Punjab: an application of Data Envelopment Analysis," Agricultural Economics, Blackwell, vol. 22(3), pages 321-330, April.
    27. Theodoros Skevas & Alfons Oude Lansink, 2014. "Reducing Pesticide Use and Pesticide Impact by Productivity Growth: the Case of Dutch Arable Farming," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(1), pages 191-211, January.
    28. Jeromi, P.D., 2007. "Impact of Agricultural Trade Liberalisation: Farmers’ Indebtedness and Suicides in Kerala," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 62(2), pages 1-17.
    29. Skevas, Theodoros & Stefanou, Spiro E. & Oude Lansink, Alfons, 2014. "Pesticide use, environmental spillovers and efficiency: A DEA risk-adjusted efficiency approach applied to Dutch arable farming," European Journal of Operational Research, Elsevier, vol. 237(2), pages 658-664.
    30. Fulginiti, Lilyan E. & Perrin, Richard K., 1997. "LDC agriculture: Nonparametric Malmquist productivity indexes," Journal of Development Economics, Elsevier, vol. 53(2), pages 373-390, August.
    31. Tewodaj Mogues, 2015. "Political Economy Determinants of Public Spending Allocations: A Review of Theories, and Implications for Agricultural Public Investment," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(3), pages 452-473, July.
    32. Wagner, Janet M. & Shimshak, Daniel G., 2007. "Stepwise selection of variables in data envelopment analysis: Procedures and managerial perspectives," European Journal of Operational Research, Elsevier, vol. 180(1), pages 57-67, July.
    33. Galanopoulos, Konstantinos & Aggelopoulos, Stamatis & Kamenidou, Irene & Mattas, Konstadinos, 2006. "Assessing the effects of managerial and production practices on the efficiency of commercial pig farming," Agricultural Systems, Elsevier, vol. 88(2-3), pages 125-141, June.
    34. Atamanov, Aziz & Van den Berg, Marrit, 2012. "Heterogeneous Effects of International Migration and Remittances on Crop Income: Evidence from the Kyrgyz Republic," World Development, Elsevier, vol. 40(3), pages 620-630.
    35. Johnson, Sharon A. & Zhu, Joe, 2003. "Identifying "best" applicants in recruiting using data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 37(2), pages 125-139, June.
    36. repec:dau:papers:123456789/14370 is not listed on IDEAS
    37. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    38. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    39. Fleur Wouterse, 2010. "Migration and technical efficiency in cereal production: evidence from Burkina Faso," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 385-395, September.
    40. Pramod Kumar Joshi & Praduman Kumar & Shinoj Parappurathu, 2015. "Public Investment in Agricultural Research and Extension in India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(3), pages 438-451, July.
    41. Eliane Gomes & João Soares de Mello & Geraldo Souza & Lidia Angulo Meza & João Mangabeira, 2009. "Efficiency and sustainability assessment for a group of farmers in the Brazilian Amazon," Annals of Operations Research, Springer, vol. 169(1), pages 167-181, July.
    42. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    43. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    44. Summer L Allen & John Ulimwengu, 2015. "Agricultural Productivity, Health and Public Expenditures in Sub-Saharan Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(3), pages 425-437, July.
    45. Friesner, Daniel & Mittelhammer, Ron & Rosenman, Robert, 2013. "Inferring the incidence of industry inefficiency from DEA estimates," European Journal of Operational Research, Elsevier, vol. 224(2), pages 414-424.
    46. Christiaensen, Luc & Demery, Lionel & Kuhl, Jesper, 2011. "The (evolving) role of agriculture in poverty reduction--An empirical perspective," Journal of Development Economics, Elsevier, vol. 96(2), pages 239-254, November.
    47. Kuri, Pravat Kumar, 2003. "Factor Market Imperfections and Explanations of Tenancy: Testing of an Econometric Model Using Evidence from Assam of North-East India," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 58(2), June.
    48. Sarris, Alexander H., 1985. "Food security and agricultural production strategies under risk in Egypt," Journal of Development Economics, Elsevier, vol. 19(1-2), pages 85-111.
    49. Jeffrey Frankel & Christopher Pissarides, 2009. "Introduction to "NBER International Seminar on Macroeconomics 2008"," NBER Chapters, in: NBER International Seminar on Macroeconomics 2008, pages 1-5, National Bureau of Economic Research, Inc.
    50. Tewodaj Mogues & Shenggen Fan & Samuel Benin, 2015. "Public Investments in and for Agriculture," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 27(3), pages 337-352, July.
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