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Organic Farming Increases the Technical Efficiency of Olive Farms in Italy

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  • Maria Raimondo

    (Department of Law, Economics, Management and Quantitative Methods, University of Sannio, via Delle Puglie 82, 82100 Benevento, Campania, Italy)

  • Francesco Caracciolo

    (Bioversity International, Viale Tre Denari 472, 00054 Maccarese (Fiumicino), Rome, Italy
    BAT Center—Interuniversity Center for Studies on Bioinspired Agro-Environmental Technology, University of Naples Federico II, Via Università, 100, 80055 Portici, Naples, Italy)

  • Concetta Nazzaro

    (Department of Law, Economics, Management and Quantitative Methods, University of Sannio, via Delle Puglie 82, 82100 Benevento, Campania, Italy)

  • Giuseppe Marotta

    (Department of Law, Economics, Management and Quantitative Methods, University of Sannio, via Delle Puglie 82, 82100 Benevento, Campania, Italy)

Abstract

While there is growing recognition of the positive role played by organic farming in the reduction of the negative externalities due to conventional agriculture, there is uncertainty about the effect of the latter on the economic performance of the farms. In this scenario, the present paper aims at investigating the effect of organic farming on technical efficiency in Italian olive farms. A cross-section dataset was analyzed through the stochastic frontier function, where the adoption of organic farming was explicitly modeled. Then, to obtain an unbiased estimate of the impact of organic farming on technical efficiency, a propensity score matching method was implemented. The findings reveal that organic farming increases technical efficiency in Italian olive farms by approximately 10%. The highest impact of organic farming is observed in small farms. As for the propensity to become organic, we found that the production and the direct sales of a higher quality of gross marketable output, as well as the intensity of labor and machines, increase the probability to adopt organic farming. Conversely, farm localization, the availability of family labor, and financial capital discourage conversion to the organic farming system.

Suggested Citation

  • Maria Raimondo & Francesco Caracciolo & Concetta Nazzaro & Giuseppe Marotta, 2021. "Organic Farming Increases the Technical Efficiency of Olive Farms in Italy," Agriculture, MDPI, vol. 11(3), pages 1-15, March.
  • Handle: RePEc:gam:jagris:v:11:y:2021:i:3:p:209-:d:510586
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    as
    1. Valkila, Joni, 2009. "Fair Trade organic coffee production in Nicaragua -- Sustainable development or a poverty trap?," Ecological Economics, Elsevier, vol. 68(12), pages 3018-3025, October.
    2. Mercedes Beltrán & Ernest Reig, 2014. "Comparing conventional and organic citrus grower efficiency in Spain," Working Papers 1406, Department of Applied Economics II, Universidad de Valencia.
    3. DJOKOTO, Justice Gameli & OWUSU, Victor & AWUNYO-VITOR, Dadson, 2020. "Is Organic Agriculture More Scale Efficient Than Conventional Agriculture? The Case Of Cocoa Cultivation In Ghana," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 23(2), October.
    4. Beuchelt, Tina D. & Zeller, Manfred, 2011. "Profits and poverty: Certification's troubled link for Nicaragua's organic and fairtrade coffee producers," Ecological Economics, Elsevier, vol. 70(7), pages 1316-1324, May.
    5. Lambarraa, Fatima & Serra, Teresa & Gil Roig, Jose Maria, 2006. "Technical efficiency analysis and decomposition of productivity growth of Spanish olive farms," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10071, European Association of Agricultural Economists.
    6. Kirui, Oliver K. & von Braun, Joachim, 2018. "Mechanization in African Agriculture: A Continental Overview on Patterns and Dynamics," Working Papers 273522, University of Bonn, Center for Development Research (ZEF).
    7. Dimitri, Carolyn & Greene, Catherine R., 2002. "Recent Growth Patterns In The U.S. Organic Foods Market," Agricultural Information Bulletins 33715, United States Department of Agriculture, Economic Research Service.
    8. Maertens, Miet & Swinnen, Johan F.M., 2009. "Trade, Standards, and Poverty: Evidence from Senegal," World Development, Elsevier, vol. 37(1), pages 161-178, January.
    9. Kleemann, Linda & Abdulai, Awudu & Buss, Mareike, 2014. "Certification and Access to Export Markets: Adoption and Return on Investment of Organic-Certified Pineapple Farming in Ghana," World Development, Elsevier, vol. 64(C), pages 79-92.
    10. Barham, Bradford L. & Weber, Jeremy G., 2012. "The Economic Sustainability of Certified Coffee: Recent Evidence from Mexico and Peru," World Development, Elsevier, vol. 40(6), pages 1269-1279.
    11. Conner, David S., 2004. "Beyond Organic: Information Provision For Sustainable Agriculture In A Changing Market," Journal of Food Distribution Research, Food Distribution Research Society, vol. 35(1), pages 1-6, March.
    12. Acs, S. & Berentsen, P.B.M. & Huirne, R.B.M., 2007. "Conversion to organic arable farming in The Netherlands: A dynamic linear programming analysis," Agricultural Systems, Elsevier, vol. 94(2), pages 405-415, May.
    13. Francesco Vidoli & Giancarlo Ferrara, 2015. "Analyzing Italian citrus sector by semi-nonparametric frontier efficiency models," Empirical Economics, Springer, vol. 49(2), pages 641-658, September.
    14. Kassie, Menale & Zikhali, Precious & Manjur, Kebede & Edwards, Sue, 2009. "Adoption of Organic Farming Techniques: Evidence from a Semi-Arid Region of Ethiopia," RFF Working Paper Series dp-09-01-efd, Resources for the Future.
    15. Subal Kumbhakar & Efthymios Tsionas & Timo Sipiläinen, 2009. "Joint estimation of technology choice and technical efficiency: an application to organic and conventional dairy farming," Journal of Productivity Analysis, Springer, vol. 31(3), pages 151-161, June.
    16. Brian Sims & Josef Kienzle, 2017. "Sustainable Agricultural Mechanization for Smallholders: What Is It and How Can We Implement It?," Agriculture, MDPI, vol. 7(6), pages 1-21, June.
    17. Schuster, Monica & Maertens, Miet, 2013. "Do private standards create exclusive supply chains? New evidence from the Peruvian asparagus export sector," Food Policy, Elsevier, vol. 43(C), pages 291-305.
    18. Subervie, Julie & Vagneron, Isabelle, 2013. "A Drop of Water in the Indian Ocean? The Impact of GlobalGap Certification on Lychee Farmers in Madagascar," World Development, Elsevier, vol. 50(C), pages 57-73.
    19. Lakner, Sebastian & Breustedt, Gunnar, 2017. "Efficiency Analysis of Organic Farming Systems A Review of Concepts, Topics, Results and Conclusions," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 66(2), June.
    20. Nguyen Khanh Doanh & Nguyen Thi Thu Thuong & Yoon Heo, 2018. "Impact of Conversion to Organic Tea Cultivation on Household Income in the Mountainous Areas of Northern Vietnam," Sustainability, MDPI, vol. 10(12), pages 1-21, November.
    21. Marco Lerro & Maria Raimondo & Marcello Stanco & Concetta Nazzaro & Giuseppe Marotta, 2019. "Cause Related Marketing among Millennial Consumers: The Role of Trust and Loyalty in the Food Industry," Sustainability, MDPI, vol. 11(2), pages 1-16, January.
    22. Tim Coelli & Sergio Perelman & Elliot Romano, 1999. "Accounting for Environmental Influences in Stochastic Frontier Models: With Application to International Airlines," Journal of Productivity Analysis, Springer, vol. 11(3), pages 251-273, June.
    23. John P. Reganold & Jerry D. Glover & Preston K. Andrews & Herbert R. Hinman, 2001. "Sustainability of three apple production systems," Nature, Nature, vol. 410(6831), pages 926-930, April.
    24. Moritz Flubacher & George Sheldon & Adrian Müller, 2015. "Comparison of the Economic Performance between Organic and Conventional Dairy Farms in the Swiss Mountain Region Using Matching and Stochastic Frontier Analysis," Journal of Socio-Economics in Agriculture (Until 2015: Yearbook of Socioeconomics in Agriculture), Swiss Society for Agricultural Economics and Rural Sociology, vol. 7(1), pages 76-84.
    25. Blackman, Allen & Rivera, Jorge, 2010. "The Evidence Base for Environmental and Socioeconomic Impacts of “Sustainable” Certification," RFF Working Paper Series dp-10-17, Resources for the Future.
    26. Barrett, H. R. & Browne, A. W. & Harris, P. J. C. & Cadoret, K., 2002. "Organic certification and the UK market: organic imports from developing countries," Food Policy, Elsevier, vol. 27(4), pages 301-318, August.
    27. Mishra, Ashok K. & Kumar, Anjani & Joshi, Pramod K. & D'Souza, Alwin & Tripathi, Gaurav, 2018. "How can organic rice be a boon to smallholders? Evidence from contract farming in India," Food Policy, Elsevier, vol. 75(C), pages 147-157.
    28. Fabio A. Madau & Roberto Furesi & Pietro Pulina, 2017. "Technical efficiency and total factor productivity changes in European dairy farm sectors," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-14, December.
    29. Nalun Panpluem & Adnan Mustafa & Xianlei Huang & Shu Wang & Changbin Yin, 2019. "Measuring the Technical Efficiency of Certified Organic Rice Producing Farms in Yasothon Province: Northeast Thailand," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    30. Rigby, D. & Caceres, D., 2001. "Organic farming and the sustainability of agricultural systems," Agricultural Systems, Elsevier, vol. 68(1), pages 21-40, April.
    31. Felicetta Carillo & Francesco Caracciolo & Luigi Cembalo, 2017. "Do durum wheat producers benefit of vertical coordination?," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-13, December.
    32. Lassaad Lachaal & Boubaker Karray & Boubaker Dhehibi & Ali Chebil, 2005. "Technical Efficiency Measures and Its Determinants for Olive Producing Farms in Tunisia: A Stochastic Frontier Analysis," African Development Review, African Development Bank, vol. 17(3), pages 580-591.
    33. Teresa Serra & David Zilberman & José M. Gil, 2008. "Differential uncertainties and risk attitudes between conventional and organic producers: the case of Spanish arable crop farmers," Agricultural Economics, International Association of Agricultural Economists, vol. 39(2), pages 219-229, September.
    34. Djokoto, Justice Gameli & Pomeyie, Paragon, 2018. "Productivity of organic and conventional agriculture – a common technology analysis," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 120(3), December.
    35. Francesco Caracciolo & Pasquale Lombardi, 2012. "A new-institutional framework to explore the trade-off between agriculture, environment and landscape," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2012(3), pages 135-154.
    36. Park Timothy & Lohr Luanne, 2006. "Choices of Marketing Outlets by Organic Producers: Accounting for Selectivity Effects," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 4(1), pages 1-26, July.
    37. Bolwig, Simon & Gibbon, Peter & Jones, Sam, 2009. "The Economics of Smallholder Organic Contract Farming in Tropical Africa," World Development, Elsevier, vol. 37(6), pages 1094-1104, June.
    38. Alfons Lansink & Elvira Silva & Spiro Stefanou, 2001. "Inter-Firm and Intra-Firm Efficiency Measures," Journal of Productivity Analysis, Springer, vol. 15(3), pages 185-199, May.
    39. Madau, Fabio A., 2007. "Technical Efficiency in Organic and Conventional Farming: Evidence from Italian Cereal Farms," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 8(1), pages 1-17, January.
    40. Veldstra, Michael D. & Alexander, Corinne E. & Marshall, Maria I., 2014. "To certify or not to certify? Separating the organic production and certification decisions," Food Policy, Elsevier, vol. 49(P2), pages 429-436.
    41. Blackman, Allen & Rivera, Jorge, 2010. "The Evidence Base for Environmental and Socioeconomic Impacts of “Sustainable†Certification," RFF Working Paper Series dp-10-10-efd, Resources for the Future.
    42. Tzouvelekas, Vangelis & Pantzios, Christos J. & Fotopoulos, Christos, 2001. "Technical efficiency of alternative farming systems: the case of Greek organic and conventional olive-growing farms," Food Policy, Elsevier, vol. 26(6), pages 549-569, December.
    43. Djokoto, Justice G., 2015. "Technical efficiency of organic agriculture: a quantitative review," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 117(2), pages 1-11, August.
    44. Gideon Danso-Abbeam & Lloyd J. S. Baiyegunhi, 2020. "Do farm-level technical efficiency and welfare complement each other? Insight from Ghana’s cocoa industry," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-15, December.
    45. Froehlich, Anderson G. & Melo, Andrea S.S.A. & Sampaio, Breno, 2018. "Comparing the Profitability of Organic and Conventional Production in Family Farming: Empirical Evidence From Brazil," Ecological Economics, Elsevier, vol. 150(C), pages 307-314.
    46. Bouali Guesmi & Teresa Serra & Amr Radwan & José María Gil, 2018. "Efficiency of Egyptian organic agriculture: A local maximum likelihood approach," Agribusiness, John Wiley & Sons, Ltd., vol. 34(2), pages 441-455, March.
    47. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    48. Jules Pretty & Craig Brett & David Gee & Rachel Hine & Chris Mason & James Morison & Matthew Rayment & Gert Van Der Bijl & Thomas Dobbs, 2001. "Policy Challenges and Priorities for Internalizing the Externalities of Modern Agriculture," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 44(2), pages 263-283.
    49. Francesco Caracciolo & Marilena Furno, 2017. "Quantile treatment effect and double robust estimators," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(4), pages 585-604, September.
    50. Stillitano, T. & Falcone, G. & Nicolò, B. F. & Di Girolamo, C. & Gulisano, G. & De Luca A. I., 2019. "Technical Efficiency Assessment of Intensive and Traditional Olive Farms in Southern Italy," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 11(2), June.
    51. Klaus Deininger & Songqing Jin & Yanyan Liu & Sudhir K Singh, 2016. "Can Labor Market Imperfections Explain Changes in the Inverse Farm Size–Productivity Relationship? Longitudinal Evidence from Rural India," Working Papers id:10987, eSocialSciences.
    52. repec:lib:0000of:v:4:y:2018:i:1:p:7-15 is not listed on IDEAS
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