IDEAS home Printed from https://ideas.repec.org/a/ags/joaaec/100650.html
   My bibliography  Save this article

Food Price Volatility and Macroeconomic Factors: Evidence from GARCH and GARCH-X Estimates

Author

Listed:
  • Apergis, Nicholas
  • Rezitis, Anthony N.

Abstract

This article examines food price volatility in Greece and how it is affected by short-run deviations between food prices and macroeconomic factors. The methodology follows the GARCH and GARCH-X models. The results show that there exists a positive effect between the deviations and food price volatility. The results are highly important for producers and consumers because higher volatility augments the uncertainty in the food markets. Once the participants receive a signal that the food market is volatile, this might lead them to ask for increased government intervention in the allocation of investment resources and this could reduce overall welfare.

Suggested Citation

  • Apergis, Nicholas & Rezitis, Anthony N., 2011. "Food Price Volatility and Macroeconomic Factors: Evidence from GARCH and GARCH-X Estimates," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(1), pages 1-16, February.
    • Handle: RePEc:ags:joaaec:100650
    DOI: 10.22004/ag.econ.100650
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/100650/files/jaae363.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.100650?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Chambers, Robert G. & Just, Richard E., 1982. "An investigation of the effect of monetary factors on agriculture," Journal of Monetary Economics, Elsevier, vol. 9(2), pages 235-247.
    2. Robert G. Chambers, 1985. "Credit Constraints, Interest Rates, and Agricultural Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(2), pages 390-395.
    3. Alan G. Isaac & David E. Rapach, 1997. "Monetary Shocks and Relative Farm Prices: A Re-examination," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1332-1339.
    4. von Braun, Joachim & Torero, Maximo, 2009. "Exploring the Price Spike," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 24(1), pages 1-6.
    5. Alan G. Isaac & David E. Rapach, 1996. "Monetary Shocks and Real Farm Prices: A Re-Examination," Others 9602001, University Library of Munich, Germany.
    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. Ayhan KAPUSUZOGLU & Xi LIANG & Nildag Basak CEYLAN, 2018. "Macroeconomic impacts of global food price shocks on the economy of Turkey," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(11), pages 517-525.
    2. Nigar ZEHRA* & Ambreen FATIMA**, 2019. "FOOD PRICE VOLATILITY: A Comparative Analysis among Major Cities of Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 29(1), pages 71-91.
    3. Behzad FAKARI & Mohammad Mehdi FARSI & Mostafa KOJOURI, 2013. "Determining fluctuations and cycles of corn price in Iran," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 59(8), pages 373-380.
    4. Mourad Zmami & Ousama Ben-Salha, 2019. "Does Oil Price Drive World Food Prices? Evidence from Linear and Nonlinear ARDL Modeling," Economies, MDPI, vol. 7(1), pages 1-18, February.
    5. Sukati, Mphumuzi, 2013. "Measuring Maize Price Volatility in Swaziland using ARCH/GARCH approach," MPRA Paper 51840, University Library of Munich, Germany.
    6. Shittu, Adebayo & Akerele, Dare & Haile, Mekbib & Edewor, Sarah, 2017. "How Do Trade and Domestic Policy Variables Stand among Influencers of Grain Price Volatility in Nigeria?," Conference papers 332826, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    7. Saravia-Matus, Silvia L. & Gomez y Paloma, Sergio & Mary, Sebastien, 2012. "Economics of Food Security: Selected Issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 1(1), pages 1-16, April.
    8. Larisa Nicoleta POP & Flavius ROVINARU & Mihaela ROVINARU, 2013. "Assessing The Price Risk On The Romanian Agricultural Market: Analyses And Implications," Interdisciplinary Management Research, Josip Juraj Strossmayer University of Osijek, Faculty of Economics, Croatia, vol. 9, pages 469-479.
    9. Hassan, Aminu & Ibrahim, Masud Usman & Bala, Ahmed Jinjiri, 2024. "Vulnerability of a developing stock market to openness: One-way return and volatility transmissions," International Review of Financial Analysis, Elsevier, vol. 93(C).
    10. Anthony N. Rezitis & Shaikh Mostak Ahammad, 2016. "Investigating The Interdependency Of Agricultural Production Volatility Spillovers Between Bangladesh, India, And Pakistan," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 28(1), pages 32-54, March.
    11. Francq, Christian & Sucarrat, Genaro, 2017. "An equation-by-equation estimator of a multivariate log-GARCH-X model of financial returns," Journal of Multivariate Analysis, Elsevier, vol. 153(C), pages 16-32.
    12. Jittima Singvejsakul & Yaovarate Chaovanapoonphol & Budsara Limnirankul, 2021. "Modeling the Price Volatility of Cassava Chips in Thailand: Evidence from Bayesian GARCH-X Estimates," Economies, MDPI, vol. 9(3), pages 1-10, September.
    13. Kris Boudt & Hong Anh Luu, 2022. "Estimation and decomposition of food price inflation risk," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(2), pages 295-319, June.
    14. Shokoohi, Zeinab & Saghaian, Sayed, 2022. "Nexus of energy and food nutrition prices in oil importing and exporting countries: A panel VAR model," Energy, Elsevier, vol. 255(C).
    15. Berger, Jurij & Dalheimer, Bernhard & Brümmer, Bernhard, 2021. "Effects of variable EU import levies on corn price volatility," Food Policy, Elsevier, vol. 102(C).
    16. Ajibade, Toyin Benedict & Ayinde, Opeyemi Eyitayo & Abdoulaye, Tahirou, 2020. "Food Price Volatility in Nigeria and Its Driving Factors: Evidence from Garch Estimates," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 8(4), October.
    17. Wang, Lu & Ma, Feng & Hao, Jianyang & Gao, Xinxin, 2021. "Forecasting crude oil volatility with geopolitical risk: Do time-varying switching probabilities play a role?," International Review of Financial Analysis, Elsevier, vol. 76(C).
    18. Kurmas Akdogan, 2018. "Mean-reversion and structural change in European food prices," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 18(4), pages 163-173.

    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. V. H. Smith & J. S. Lapp, 1993. "Relative Price Variability Among Agricultural Commodities And Macroeconomic Instability In The United Kingdom," Journal of Agricultural Economics, Wiley Blackwell, vol. 44(2), pages 272-283, May.
    2. Arnade, Carlos Anthony & Osborne, Stefan, 2001. "Measurement And Testing For Neutrality Of Foreign Price And Cpi Transmission In Russia," 2001 Annual meeting, August 5-8, Chicago, IL 20625, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Goodness C. AYE & Rangan GUPTA, 2012. "The Effects Of Monetary Policy On Real Farm Prices In South Africa," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 12(1), pages 147-158.
    4. Kevin L. Kliesen & William Poole, 2000. "Agriculture outcomes and monetary policy actions: Kissin' cousins?," Review, Federal Reserve Bank of St. Louis, vol. 82(May), pages 1-12.
    5. Kim, Jihae & Kim, Soyoung, 2021. "Monetary policy shocks and delayed overshooting in farm prices and exchange rates," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 620-628.
    6. AlShawa, Alaa Kamal, 1999. "Identifying the effects of monetary policy shocks on the farm sector," ISU General Staff Papers 1999010108000013546, Iowa State University, Department of Economics.
    7. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    8. Economic Research Service, 1986. "Embargoes, Surplus Disposal, and U.S. Agriculture," Agricultural Economic Reports 308016, United States Department of Agriculture, Economic Research Service.
    9. Tabakis, Nikolaos M., 2001. "A Multivariate Model for the Relationship Between Agricultural Prices and Inflation Uncertainty: Evidence Using Greek Data," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 2(1), pages 1-11, January.
    10. Seale, James L., Jr. & Moss, Charles B., 1989. "The Overshooting Hypothesis: Are Agricultural Exports More Sensitive?," 1989 Annual Meeting, July 30-August 2, Baton Rouge, Louisiana 270464, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Michael T. Belongia, 1991. "Monetary policy and the farm/nonfarm price ratio: a comparison of effects," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 30-46.
    12. Ronald A. Babula & Fred J. Ruppel & David A. Bessler, 1995. "U.S. corn exports: the role of the exchange rate," Agricultural Economics, International Association of Agricultural Economists, vol. 13(2), pages 75-88, November.
    13. Catherine Laroche-Dupraz & Marilyne Huchet-Bourdon & Anned-Linz Senadin, 2012. "Impact du taux de change sur la sécurité alimentaire des pays en développement," Post-Print hal-02746844, HAL.
    14. Poonyth, Daneswar & van Zyl, Johan, 2000. "The impact of real exchange rate changes on South African agricultural exports: An error correction model approach," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 39(4), pages 1-13, December.
    15. Dragan Miljkovic & Jungho Baek, 2019. "Monetary impacts and overshooting of energy prices: the case of the U.S. coal prices," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 32(3), pages 317-322, November.
    16. Ferris, John N., 2013. "Impacts of the Federal Energy Acts and Other Influences on Prices of Agricultural Commodities and Food," Staff Paper Series 150245, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    17. Derek Headey & Sangeetha Malaiyandi & Shenggen Fan, 2010. "Navigating the perfect storm: reflections on the food, energy, and financial crises," Agricultural Economics, International Association of Agricultural Economists, vol. 41(s1), pages 217-228, November.
    18. Saghaian, Sayed & Reed, Michael, 2015. "Spillover Effects Of U.S. Federal Reserve’S Recent Quantitative Easing On Canadian Commodity Prices," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(1), pages 1-33, January.
    19. Meilke, Karl D. & Coleman, Jonathan R., 1986. "An Evaluation of the Influence of Exchange Rates on the Canadian Red Meat Sector," Working Papers 244739, University of Guelph, Department of Food, Agricultural and Resource Economics.
    20. Dieter Hess & He Huang & Alexandra Niessen, 2008. "How do commodity futures respond to macroeconomic news?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 22(2), pages 127-146, June.

    More about this item

    Keywords

    Demand and Price Analysis; Marketing;

    JEL classification:

    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • Q19 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Other

    Statistics

    Access and download statistics

    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:ags:joaaec:100650. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/saeaaea.html .

    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.