IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v148y2016icp1-11.html
   My bibliography  Save this article

Crop selection under price and yield fluctuation: Analysis of agro-economic time series from South Korea

Author

Listed:
  • Lee, Heera
  • Bogner, Christina
  • Lee, Saem
  • Koellner, Thomas

Abstract

Temporal fluctuations of crop price and yield can have a strong influence on farmers' revenue. Under uncertainty, farmers' crop selection on – what to cultivate and how much of their land to allocate to different crops– is of crucial importance to secure their revenue as well as related ecosystem services. Multi-crop farming can be seen as a strategy to mitigate uncertainties that farmers face. In this study, we used Singular Spectrum Analysis (SSA) to quantify the fluctuations of crop price and yield for single and multiple crop selections in South Korea. Furthermore, risk adjusted revenue of each crop selection was analysed using the Sharpe ratio. We constructed three empirical crop portfolios containing one, three and five crops. For the single crop farming, six main crops in South Korea were analysed, and household data were used to build empirical crop portfolios. Our results showed that revenue from rice farming was the most stable, whereas it fluctuated strongly for pepper. However, growing rice provided the lowest revenue and farmers who cultivate multiple crops might as much as double their revenue compared to rice farming. Diversified crop farming can be a means of enhancing revenue. The biggest part of fluctuations in portfolios with several crops was seasonal, which might be mitigated by planning in advance. The artificial stability of rice price was due to policy intervention. However, it should be noted that the rice policy has been reformed and a high protection for domestic rice farming would no longer last in the future in South Korea. These results might have practical consequences for farmers' decision making on crop selection as well as for agricultural policy.

Suggested Citation

  • Lee, Heera & Bogner, Christina & Lee, Saem & Koellner, Thomas, 2016. "Crop selection under price and yield fluctuation: Analysis of agro-economic time series from South Korea," Agricultural Systems, Elsevier, vol. 148(C), pages 1-11.
  • Handle: RePEc:eee:agisys:v:148:y:2016:i:c:p:1-11
    DOI: 10.1016/j.agsy.2016.06.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X16302177
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2016.06.003?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    2. Castella, Jean-Christophe & Quang, Dang Dinh, 2002. "Doi Moi in the Mountains," IRRI Books, International Rice Research Institute (IRRI), number 281819.
    3. Paul Winters & Romina Cavatassi & Leslie Lipper, 2006. "Sowing the Seeds of Social Relations: The Role of Social Capital in Crop Diversity," Working Papers 06-16, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    4. Pacín, Fernando & Oesterheld, Martín, 2014. "In-farm diversity stabilizes return on capital in Argentine agro-ecosystems," Agricultural Systems, Elsevier, vol. 124(C), pages 51-59.
    5. Maurice J. Roche, 2004. "Riskier product portfolio under decoupled payments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(2), pages 111-123, June.
    6. Guvele, C. A., 2001. "Gains from crop diversification in the Sudan Gezira scheme," Agricultural Systems, Elsevier, vol. 70(1), pages 319-333, October.
    7. Morrow, Daniel T., 1980. "The economics of the international stockholding of wheat:," Research reports 18, International Food Policy Research Institute (IFPRI).
    8. Yanhui Liu & Parameswaran Gopikrishnan & Pierre Cizeau & Martin Meyer & Chung-Kang Peng & H. Eugene Stanley, 1999. "The statistical properties of the volatility of price fluctuations," Papers cond-mat/9903369, arXiv.org, revised Mar 1999.
    9. Stephan Klasen & Jan Priebe & Robert Rudolf, 2013. "Cash crop choice and income dynamics in rural areas: evidence for post-crisis Indonesia," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 349-364, May.
    10. Salvatore Di Falco & Charles Perrings, 2003. "Crop Genetic Diversity, Productivity and Stability of Agroecosystems. A Theoretical and Empirical Investigation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 50(2), pages 207-216, May.
    11. Di Falco, Salvatore & Bezabih, Mintewab & Yesuf, Mahmud, 2010. "Seeds for livelihood: Crop biodiversity and food production in Ethiopia," Ecological Economics, Elsevier, vol. 69(8), pages 1695-1702, June.
    12. Lindon J. Robison & John R. Brake, 1979. "Application of Portfolio Theory to Farmer and Lender Behavior," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 61(1), pages 158-164.
    13. Salvatore Di Falco & Jean-Paul Chavas, 2006. "Crop genetic diversity, farm productivity and the management of environmental risk in rainfed agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 289-314, September.
    14. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    15. Carew, Richard & Smith, Elwin G. & Grant, Cynthia, 2009. "Factors Influencing Wheat Yield and Variability: Evidence from Manitoba, Canada," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 41(3), pages 1-15, December.
    16. Van Dusen, M. Eric & Taylor, J. Edward, 2005. "Missing markets and crop diversity: evidence from Mexico," Environment and Development Economics, Cambridge University Press, vol. 10(4), pages 513-531, August.
    17. Blank, Steven C., 1990. "Returns To Limited Crop Diversification," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 15(2), pages 1-9, December.
    18. Janssen, Sander & van Ittersum, Martin K., 2007. "Assessing farm innovations and responses to policies: A review of bio-economic farm models," Agricultural Systems, Elsevier, vol. 94(3), pages 622-636, June.
    19. Rahman, Sanzidur, 2009. "Whether crop diversification is a desired strategy for agricultural growth in Bangladesh?," Food Policy, Elsevier, vol. 34(4), pages 340-349, August.
    20. Marcel Fafchamps, 1992. "Cash Crop Production, Food Price Volatility, and Rural Market Integration in the Third World," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 90-99.
    21. Di Falco, Salvatore & Perrings, Charles, 2005. "Crop biodiversity, risk management and the implications of agricultural assistance," Ecological Economics, Elsevier, vol. 55(4), pages 459-466, December.
    22. Mishra, Ashok K. & El-Osta, Hisham S. & Morehart, Mitchell J. & Johnson, James D. & Hopkins, Jeffrey W., 2002. "Income, Wealth, And The Economic Well-Being Of Farm Households," Agricultural Economic Reports 33967, United States Department of Agriculture, Economic Research Service.
    23. 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.
    24. David Tilman & Peter B. Reich & Johannes M. H. Knops, 2006. "Biodiversity and ecosystem stability in a decade-long grassland experiment," Nature, Nature, vol. 441(7093), pages 629-632, June.
    25. Carew, Richard & Smith, Elwin G. & Grant, Cynthia, 2009. "Factors Influencing Wheat Yield and Variability: Evidence from Manitoba, Canada," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(3), pages 625-639, December.
    26. Gaydon, D.S. & Meinke, H. & Rodriguez, D. & McGrath, D.J., 2012. "Comparing water options for irrigation farmers using Modern Portfolio Theory," Agricultural Water Management, Elsevier, vol. 115(C), pages 1-9.
    27. G Lien & JB Hardaker, 2001. "Whole-farm planning under uncertainty: impacts of subsidy scheme and utility function on portfolio choice in Norwegian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 28(1), pages 17-36, March.
    28. Melinda Smale & Jason Hartell & Paul W. Heisey & Ben Senauer, 1998. "The Contribution of Genetic Resources and Diversity to Wheat Production in the Punjab of Pakistan," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 482-493.
    29. Thomakos, Dimitrios D. & Wang, Tao & Wille, Luc T., 2002. "Modeling daily realized futures volatility with singular spectrum analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 312(3), pages 505-519.
    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. Meunier, Elliot & Smith, Pauline & Griessinger, Thibaud & Robert, Corinne, 2024. "Understanding changes in reducing pesticide use by farmers: Contribution of the behavioural sciences," Agricultural Systems, Elsevier, vol. 214(C).
    2. Christina Bogner & Bumsuk Seo & Dorian Rohner & Björn Reineking, 2018. "Classification of rare land cover types: Distinguishing annual and perennial crops in an agricultural catchment in South Korea," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-22, January.
    3. Amolegbe, Khadijat Busola & Fontep, Eugenie Rose & Ahodode, Bernadin Géraud Comlan & Pagal, Emmanuelle Dorcas Mbanga & Ardelkrim, Araar, 2023. "Gendered Effects of Crop Diversification and Climate Shocks on Household Food Security Status in Nigeria," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334551, Agricultural Economics Society - AES.

    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. Bareille, François & Dupraz, Pierre, 2016. "Biodiversity productive effects in milk farms of western France: a multi-output primal system," 149th Seminar, October 27-28, 2016, Rennes, France 244774, European Association of Agricultural Economists.
    2. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
    3. Bozzola, Martina & Smale, Melinda, 2020. "The welfare effects of crop biodiversity as an adaptation to climate shocks in Kenya," World Development, Elsevier, vol. 135(C).
    4. Prosper F. Bangwayo‐Skeete & Mintewab Bezabih & Precious Zikhali, 2012. "Crop biodiversity, productivity and production risk: Panel data micro‐evidence from Ethiopia," Natural Resources Forum, Blackwell Publishing, vol. 36(4), pages 263-273, November.
    5. Mintewab Bezabih & Mare Sarr, 2012. "Risk Preferences and Environmental Uncertainty: Implications for Crop Diversification Decisions in Ethiopia," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 53(4), pages 483-505, December.
    6. Vijesh Krishna & Matin Qaim & David Zilberman, 2016. "Transgenic crops, production risk and agrobiodiversity," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 43(1), pages 137-164.
    7. François Bareille & Pierre Dupraz, 2017. "Biodiversity Productive Capacity in Mixed Farms of North-West of France: a Multi-output Primal System," Working Papers SMART 17-03, INRAE UMR SMART.
    8. Cecilia Bellora & Élodie Blanc & Jean-Marc Bourgeon & Eric Strobl, 2018. "Estimating the Impact of Crop Diversity on Agricultural Productivity in South Africa," NBER Chapters, in: Agricultural Productivity and Producer Behavior, pages 185-215, National Bureau of Economic Research, Inc.
    9. Nastis, Stefanos A. & Michailidis, Anastasios & Mattas, Konstadinos, 2011. "Crop biodiversity repercussions of subsidized organic farming in Greece," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114628, European Association of Agricultural Economists.
    10. Finger, Robert & Buchmann, Nina, 2014. "An ecological economic assessment of risk reducing effects of species diversity in grassland production," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182681, European Association of Agricultural Economists.
    11. Athukorala, Wasantha & Karunarathna, Muditha & Wilson, Clevo & Managi, Shunsuke, 2020. "Conservation of Genetic Resources of Crops: Farmer Preferences for Banana Diversity in Sri Lanka," Journal of Forest Economics, now publishers, vol. 35(2-3), pages 177-206, March.
    12. Amalendu Jyotishi, "undated". "Characterization of Gold Mining Institutions in the Nilgiri-Wayanad Region of India: A Historical-Institutional Perspective," Working papers 114, The South Asian Network for Development and Environmental Economics.
    13. Nilsson, Pia & Bommarco, Riccardo & Hansson, Helena & Kuns, Brian & Schaak, Henning, 2022. "Farm performance and input self-sufficiency increases with functional crop diversity on Swedish farms," Ecological Economics, Elsevier, vol. 198(C).
    14. Elisa Gatto & Alba Marino & Guido Signorino, 2013. "Biodiversity and risk management in agriculture: what do we learn from CAP reforms? A farm-level analysis," ERSA conference papers ersa13p805, European Regional Science Association.
    15. Ali D. Cagdas & Scott R. Jeffrey & Elwin G. Smith & Peter C. Boxall, 2016. "Environmental Stewardship and Technical Efficiency in Canadian Prairie Canola Production," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(3), pages 455-477, September.
    16. Cecilia Bellora & Jean-Marc Bourgeon, 2014. "Agricultural Trade, Biodiversity Effects and Food Price Volatility," Working Papers hal-01052971, HAL.
    17. Finger, Robert & Buchmann, Nina, 2015. "An ecological economic assessment of risk-reducing effects of species diversity in managed grasslands," Ecological Economics, Elsevier, vol. 110(C), pages 89-97.
    18. Stefan Baumgärtner & Martin F. Quaas, 2010. "Managing increasing environmental risks through agrobiodiversity and agrienvironmental policies," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 483-496, September.
    19. Stefan Baumgärtner & Martin F. Quaas, 2007. "Agro-biodiversity as natural insurance and the development of financial insurance markets," Working Paper Series in Economics 61, University of Lüneburg, Institute of Economics.
    20. Tsegaye Ginbo, 2022. "Heterogeneous impacts of climate change on crop yields across altitudes in Ethiopia," Climatic Change, Springer, vol. 170(1), pages 1-21, 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:eee:agisys:v:148:y:2016:i:c:p:1-11. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    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.