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The Impact of Non-Agricultural Diversification on Financial Performance: Evidence from Family Farms in Italy

Author

Listed:
  • Cristina Salvioni

    (Department of Economics, University of Chieti-Pescara, 65127 Pescara, Italy)

  • Roberto Henke

    (CREA-Research Centre for Agricultural Policies and Bioeconomy, 00198 Rome, Italy)

  • Francesco Vanni

    (CREA-Research Centre for Agricultural Policies and Bioeconomy, 00198 Rome, Italy)

Abstract

Diversification has been increasingly recognized as a rewarding farm strategy through which farmers produce on-farm non-agricultural goods and services. In doing so, farmers employ farm inputs (capital, labor, and land) in products other than agricultural goods, with the aim to sell them in the market and increase their income. While a significant body of literature has explored the drivers affecting the adoption of diversification activities, so far little attention has been given to the impact of such adoption on the technical and financial performance of farms. This article intends to provide empirical evidence on the impact of on-farm non-agricultural diversification on the financial performance of family farms in Italy, by using a nation-wide sample of agricultural holdings based on the Farm Accountancy Data Network (FADN) data. We estimated a fixed effects-instrumental variable panel model to deal with two potential sources of bias: self-selection in the diversification strategy and simultaneity, due to the fact that farmers often decide to diversify with outcome expectations in mind. Our findings show that in Italy the diversification strategy has a positive impact on the financial performance of family farms, which is second in magnitude only to that of land growth strategy. Our results also confirm the positive impact of efficiency and clarify that education has a positive return to investment when it is specialized in agriculture.

Suggested Citation

  • Cristina Salvioni & Roberto Henke & Francesco Vanni, 2020. "The Impact of Non-Agricultural Diversification on Financial Performance: Evidence from Family Farms in Italy," Sustainability, MDPI, vol. 12(2), pages 1-14, January.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:2:p:486-:d:306562
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    References listed on IDEAS

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    1. Vogel, Stephen J., 2012. "Multi-Enterprising Farm Households: The Importance of Their Alternative Business Ventures in the Rural Economy," Economic Information Bulletin 138015, United States Department of Agriculture, Economic Research Service.
    2. Aditya R. Khanal & Ashok K. Mishra, 2014. "Agritourism and off-farm work: survival strategies for small farms," Agricultural Economics, International Association of Agricultural Economists, vol. 45(S1), pages 65-76, November.
    3. Huffman, Wallace E., 2001. "Human capital: Education and agriculture," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 7, pages 333-381, Elsevier.
    4. Jean‐Paul Chavas & Salvatore Di Falco, 2012. "On the Role of Risk Versus Economies of Scope in Farm Diversification With an Application to Ethiopian Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(1), pages 25-55, February.
    5. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    6. Joo, Hyunjeong & Khanal, Aditya R. & Mishra, Ashok K., 2013. "Farmers’ Participation in Agritourism: Does It Affect the Bottom Line?," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 42(3), pages 1-20, December.
    7. Cathal O’Donoghue & Kevin Heanue, 2018. "The impact of formal agricultural education on farm level innovation and management practices," The Journal of Technology Transfer, Springer, vol. 43(4), pages 844-863, August.
    8. Malte Reimers & Stephan Klasen, 2013. "Revisiting the Role of Education for Agricultural Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 131-152.
    9. McNamara, Kevin T. & Weiss, Christoph, 2005. "Farm Household Income and On- and Off-Farm Diversification," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 37(1), pages 37-48, April.
    10. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    11. Kirtti Ranjan Paltasingh & Phanindra Goyari, 2018. "Impact of farmer education on farm productivity under varying technologies: case of paddy growers in India," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-19, December.
    12. Sebastian Lakner & Stefan Kirchweger & Daniel Hoop & Bernhard Brümmer & Jochen Kantelhardt, 2018. "The Effects of Diversification Activities on the Technical Efficiency of Organic Farms in Switzerland, Austria, and Southern Germany," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
    13. Barry K. Goodwin & Ashok K. Mishra, 2004. "Farming Efficiency and the Determinants of Multiple Job Holding by Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 722-729.
    14. Salvioni, Cristina & Ascione, Elisa & Henke, Roberto, 2013. "Structural and economic dynamics in diversified Italian farms," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 2(3), pages 1-19, December.
    15. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    16. Gianluca Brunori & Francesco Di Iacovo, 2014. "Urban Food Security and Landscape Change: A Demand-side Approach," Landscape Research, Taylor & Francis Journals, vol. 39(2), pages 141-157, April.
    17. Chaplin, Hannah & Davidova, Sophia & Gorton, Matthew, 2003. "Agricultural Adjustment And The Diversification Of Farm Households In Central Europe," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25843, International Association of Agricultural Economists.
    18. Earl O. Heady, 1952. "Diversification in Resource Allocation and Minimization of Income Variability," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 34(4), pages 482-496.
    19. Aliza Fleischer & Anat Tchetchik & Ziv Bar-Nahum & Evyatar Talev, 2018. "Is agriculture important to agritourism? The agritourism attraction market in Israel," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(2), pages 273-296.
    20. Bartolini, Fabio & Andreoli, Maria & Brunori, Gianluca, 2014. "Explaining determinants of the on-farm diversification: empirical evidence from Tuscany region," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 3(2), pages 1-21, August.
    21. Brunella Arru & Roberto Furesi & Fabio A. Madau & Pietro Pulina, 2019. "Recreational Services Provision and Farm Diversification: A Technical Efficiency Analysis on Italian Agritourism," Agriculture, MDPI, vol. 9(2), pages 1-15, February.
    22. Tate, Graham & Mbzibain, Aurelian & Ali, Shaukat, 2012. "A comparison of the drivers influencing farmers' adoption of enterprises associated with renewable energy," Energy Policy, Elsevier, vol. 49(C), pages 400-409.
    23. Boncinelli, Fabio & Bartolini, Fabio & Casini, Leonardo, 2018. "Structural factors of labour allocation for farm diversification activities," Land Use Policy, Elsevier, vol. 71(C), pages 204-212.
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    15. Dono, Gabriele & Buttinelli, Rebecca & Cortignani, Raffaele, 2022. "Financial performance of connected Agribusiness activities in Italian agriculture," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
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