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Climate variability and agriculture in Italy: a stochastic frontier analysis at the regional level

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  • Sabrina Auci

    (University of Palermo)

  • Donatella Vignani

    (Istat, Italian National Institute of Statistics, Environmental and Territorial Statistics Directorate)

Abstract

In the next future, climate change effects will represent a challenge for Europe and the Mediterranean area. These will have to cope with a rapid increase in climate variability. Although many economic sectors may be affected, agriculture is the most susceptible as climate heavily affects crop production trends, yield variability and the availability of areas suitable for cultivation. Using the stochastic frontier approach, the aim of this work is to analyse the impacts of climate variability on Italian regional technical efficiency in the agricultural sector for a period spanning from 2000 to 2009. Considering that technical inefficiency could be influenced by two main annual meteorological variables—the deviation of rainfalls and minimum temperature from the 1971–2000 mean value—and by seasonal rainfalls and minimum temperature moving average values, we find that annual, as well as spring and autumn rainfalls, have significant and beneficial effects on efficiency and hence on regional crop yields. The minimum temperature is efficiency-increasing in summer and winter while is detrimental in autumn.

Suggested Citation

  • Sabrina Auci & Donatella Vignani, 2020. "Climate variability and agriculture in Italy: a stochastic frontier analysis at the regional level," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 381-409, July.
  • Handle: RePEc:spr:epolit:v:37:y:2020:i:2:d:10.1007_s40888-020-00172-x
    DOI: 10.1007/s40888-020-00172-x
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    1. K. Hadri & C. Guermat & J. Whittaker, 2003. "Estimating Farm Efficiency in the Presence of Double Heteroscedasticity Using Panel Data," Journal of Applied Economics, Taylor & Francis Journals, vol. 6(2), pages 255-268, November.
    2. Popp, David & Newell, Richard G. & Jaffe, Adam B., 2010. "Energy, the Environment, and Technological Change," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 873-937, Elsevier.
    3. Sarker, Md. Abdur Rashid & Alam, Khorshed & Gow, Jeff, 2012. "Exploring the relationship between climate change and rice yield in Bangladesh: An analysis of time series data," Agricultural Systems, Elsevier, vol. 112(C), pages 11-16.
    4. Martina Bozzola & Emanuele Massetti & Robert Mendelsohn & Fabian Capitanio, 2018. "A Ricardian analysis of the impact of climate change on Italian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(1), pages 57-79.
    5. Pradeep Kurukulasuriya & Robert Mendelsohn & Rashid Hassan & James Benhin & Temesgen Deressa & Mbaye Diop & Helmy Mohamed Eid & K. Yerfi Fosu & Glwadys Gbetibouo & Suman Jain & Ali Mahamadou & Renneth, 2006. "Will African Agriculture Survive Climate Change?," The World Bank Economic Review, World Bank, vol. 20(3), pages 367-388.
    6. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    7. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2005. "Will U.S. Agriculture Really Benefit from Global Warming? Accounting for Irrigation in the Hedonic Approach," American Economic Review, American Economic Association, vol. 95(1), pages 395-406, March.
    8. Hadri, Kaddour & Guermat, Cherif & Whittaker, Julie, 2003. "Estimating Farm Efficiency in the Presence of Double Heteroscedasticity Using Panel Data," Journal of Applied Economics, Universidad del CEMA, vol. 6(2), pages 1-14, November.
    9. Gao, Jianfeng & Mills, Bradford F., 2018. "Weather Shocks, Coping Strategies, and Consumption Dynamics in Rural Ethiopia," World Development, Elsevier, vol. 101(C), pages 268-283.
    10. Steven Passel & Emanuele Massetti & Robert Mendelsohn, 2017. "A Ricardian Analysis of the Impact of Climate Change on European Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(4), pages 725-760, August.
    11. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    12. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    13. Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022. "Stochastic Frontier Analysis: Foundations and Advances I," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 8, pages 331-370, Springer.
    14. Richard M. Adams, 1989. "Global Climate Change and Agriculture: An Economic Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(5), pages 1272-1279.
    15. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    16. Fisher-Vanden, Karen & Ho, Mun S., 2010. "Technology, development, and the environment," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 94-108, January.
    17. Ch.V.V.S.N.V. Prasad & Kannan Govindan & D.M. Kulkarni, 2010. "Role of IT in SCM environment," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 2(1), pages 81-94.
    18. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    19. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107609464.
    20. Caf, . "CAF's Environmental Strategy," Books, CAF Development Bank Of Latinamerica, number 504.
    21. 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.
    22. Pereira, Luis Santos & Oweis, Theib & Zairi, Abdelaziz, 2002. "Irrigation management under water scarcity," Agricultural Water Management, Elsevier, vol. 57(3), pages 175-206, December.
    23. Harry M. Kaiser & Susan J. Riha & Daniel S. Wilks & David G. Rossiter & Radha Sampath, 1993. "A Farm-Level Analysis of Economic and Agronomic Impacts of Gradual Climate Warming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(2), pages 387-398.
    24. Carlo Giupponi & Mordechai Shechter (ed.), 2003. "Climate Change in the Mediterranean," Books, Edward Elgar Publishing, number 2872.
    25. Jean-Paul Chavas & Salvatore Di Falco & Felice Adinolfi & Fabian Capitanio, 2019. "Weather effects and their long-term impact on the distribution of agricultural yields: evidence from Italy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(1), pages 29-51.
    26. Quiroga, Sonia & Iglesias, Ana, 2009. "A comparison of the climate risks of cereal, citrus, grapevine and olive production in Spain," Agricultural Systems, Elsevier, vol. 101(1-2), pages 91-100, June.
    27. Murat Isik & Stephen Devadoss, 2006. "An analysis of the impact of climate change on crop yields and yield variability," Applied Economics, Taylor & Francis Journals, vol. 38(7), pages 835-844.
    28. Khanal, Uttam & Wilson, Clevo & Shankar, Sriram & Hoang, Viet-Ngu & Lee, Boon, 2018. "Farm performance analysis: Technical efficiencies and technology gaps of Nepalese farmers in different agro-ecological regions," Land Use Policy, Elsevier, vol. 76(C), pages 645-653.
    29. Shrestha, Shailesh & Ciaian, Pavel & Himics, Mihay & Van Doorslaer, Benjamin, 2013. "Impacts of Climate Change on EU Agriculture," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 16(2), pages 1-16, September.
    30. Mendelsohn, Robert & Dinar, Ariel, 1999. "Climate Change, Agriculture, and Developing Countries: Does Adaptation Matter?," The World Bank Research Observer, World Bank, vol. 14(2), pages 277-293, August.
    31. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    32. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    33. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    34. Mariana BRAN & Dan BOBOC & Raluca Andreea ION & Bebe NEGOESCU, 2010. "Environmental Risk In Romanian Vineyards," Internal Auditing and Risk Management, Athenaeum University of Bucharest, vol. 2(18), pages 47-54, June.
    35. Alex Bowen & Nicholas Stern, 2010. "Environmental policy and the economic downturn," GRI Working Papers 16, Grantham Research Institute on Climate Change and the Environment.
    36. C. Rosenzweig & F. Tubiello, 1997. "Impacts of global climate change on Mediterranean agrigulture: Current methodologies and future directions," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 1(3), pages 219-232, September.
    37. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    Cited by:

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    3. Rovetta, Alessandro, 2021. "The Impact of COVID-19 on Conspiracy Attitudes and Risk Perception in Italy: an Infodemiological Survey through Google Trends," SocArXiv 83f9g, Center for Open Science.
    4. Alessandro Magrini, 2021. "A Stochastic Frontier Model to Assess Agricultural Eco-efficiency of European Countries in 1990–2019," International Journal of Statistics and Probability, Canadian Center of Science and Education, vol. 10(4), pages 138-138, July.

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    More about this item

    Keywords

    Climate change; Climate variability; Agricultural sector; Italian regions technical efficiency; Stochastic frontier approach;
    All these keywords.

    JEL classification:

    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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