IDEAS home Printed from https://ideas.repec.org/p/srt/wpaper/0118.html
   My bibliography  Save this paper

Spatial distribution of the international food prices: unexpected randomness and heterogeneity

Author

Listed:
  • Tiziano Distefano

    (Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Italy)

  • Guido Chiarotti

    (Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Italy)

  • Francesco Laio

    (Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Italy)

  • Luca Ridolfi

    (Department of Environmental, Land and Infrastructure Engineering, Politecnico di Torino, Italy)

Abstract

Global food prices are typically analysed in a times series framework to assess the causes of volatility and to highlight spikes, that are interpreted as a signal of food crises. We address the spatial dimension of the issue at hand by focusing on the spatial food price dispersion, at the country-scale, in the international food trade network (IFTN) for ten relevant commodities. We base our study on bilateral trade by focusing on both the "internal" variance, which indicates that an exporter sets di erent prices to different importers for the same commodity, and the "external" variance, that is a measure of market price competitiveness. We nd that spatial price dispersion is remarkable and persistent over time and that there exists a strict correlation between price spikes (in level) and peaks in spatial price variability. This entails that during price crises the market is more fragmented and a higher spatial price dispersion is found. Moreover, we implement a randomness test on the country-scale price distributions to test whether they can be replicated through a random process of extraction. It results that the actual distribution of prices of several commodities is well described by a random distribution. It follows that the process of data aggregation is not neutral because, in several cases, the information at the micro-level scale (firms' decision) is lost at the macro-scale due to the complexity of the international food trade network (IFTN). We suggest some possible economic explanations of this occurrence and we discuss the main methodological consequences.

Suggested Citation

  • Tiziano Distefano & Guido Chiarotti & Francesco Laio & Luca Ridolfi, 2018. "Spatial distribution of the international food prices: unexpected randomness and heterogeneity," SEEDS Working Papers 0118, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jan 2018.
  • Handle: RePEc:srt:wpaper:0118
    as

    Download full text from publisher

    File URL: http://www.sustainability-seeds.org/papers/RePec/srt/wpaper/0118.pdf
    File Function: First version, 2018
    Download Restriction: no

    File URL: http://www.sustainability-seeds.org/papers/RePec/srt/wpaper/0118.pdf
    File Function: Revised version, 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    2. Christopher Gilbert & Wyn Morgan, 2010. "Has food price volatility risen?," Department of Economics Working Papers 1002, Department of Economics, University of Trento, Italia.
    3. Ivan Moscati & Paola Tubaro, 2011. "Becker random behavior and the as-if defense of rational choice theory in demand analysis," Journal of Economic Methodology, Taylor & Francis Journals, vol. 18(2), pages 107-128.
    4. Wang, Xiaoxi & Biewald, Anne & Dietrich, Jan Philipp & Schmitz, Christoph & Lotze-Campen, Hermann & Humpenöder, Florian & Bodirsky, Benjamin Leon & Popp, Alexander, 2016. "Taking account of governance: Implications for land-use dynamics, food prices, and trade patterns," Ecological Economics, Elsevier, vol. 122(C), pages 12-24.
    5. Tiziano Distefano & Francesco Laio & Luca Ridolfi & Stefano Schiavo, 2017. "Shock transmission in the International Food Trade Network. A Data-driven Analysis," SEEDS Working Papers 0617, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Sep 2017.
    6. Pavel Vavra & Barry K. Goodwin, 2005. "Analysis of Price Transmission Along the Food Chain," OECD Food, Agriculture and Fisheries Papers 3, OECD Publishing.
    7. Manuel A. Hernandez & Shahidur Rashid & Solomon Lemma & Tadesse Kuma, 2017. "Market Institutions and Price Relationships: The Case of Coffee in the Ethiopian Commodity Exchange," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 683-704.
    8. Gehlhar, Mark J., 1996. "Reconciling Bilateral Trade Data For Use In Gtap," Technical Papers 28714, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    9. G. E. Brandow, 1973. "The Food Price Problem," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 55(3), pages 385-390.
    10. Anania, Giovanni & Nisticò, Rosanna, 2014. "Price dispersion and seller heterogeneity in retail food markets," Food Policy, Elsevier, vol. 44(C), pages 190-201.
    11. Curzi, Daniele & Pacca, Lucia, 2015. "Price, quality and trade costs in the food sector," Food Policy, Elsevier, vol. 55(C), pages 147-158.
    12. Malghan, Deepak, 2010. "On the relationship between scale, allocation, and distribution," Ecological Economics, Elsevier, vol. 69(11), pages 2261-2270, September.
    13. Christophe Gouel, 2016. "Trade Policy Coordination and Food Price Volatility," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1018-1037.
    14. John Baffes & Tassos Haniotis, 2016. "What Explains Agricultural Price Movements?," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(3), pages 706-721, September.
    15. Kim, Hyeyoung & Ward, Ronald W., 2013. "Price transmission across the U.S. food distribution system," Food Policy, Elsevier, vol. 41(C), pages 226-236.
    16. Derek Headey & Shenggen Fan, 2008. "Anatomy of a crisis: the causes and consequences of surging food prices," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 375-391, November.
    17. Antoine Leblois & Philippe Quirion & Benjamin Sultan, 2013. "Price vs. weather shock hedging for cash crops: ex ante evaluation for cotton producers in Cameroon," Working Papers hal-00796528, HAL.
    18. von Braun, Joachim & Tadesse, Getaw, 2012. "Global Food Price Volatility and Spikes: An Overview of Costs, Causes, and Solutions," Discussion Papers 120021, University of Bonn, Center for Development Research (ZEF).
    19. Raul Serrano & Vicente Pinilla, 2010. "Causes of world trade growth in agricultural and food products, 1951-2000: a demand function approach," Applied Economics, Taylor & Francis Journals, vol. 42(27), pages 3503-3518.
    20. Jeffrey A. Frankel, 2008. "The Effect of Monetary Policy on Real Commodity Prices," NBER Chapters, in: Asset Prices and Monetary Policy, pages 291-333, National Bureau of Economic Research, Inc.
    21. Piesse, Jenifer & Thirtle, Colin, 2009. "Three bubbles and a panic: An explanatory review of recent food commodity price events," Food Policy, Elsevier, vol. 34(2), pages 119-129, April.
    22. Graitson, Dominique, 1982. "Spatial Competition a la Hotelling: A Selective Survey," Journal of Industrial Economics, Wiley Blackwell, vol. 31(1-2), pages 13-25, September.
    23. Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
    24. Brian D. Wright, 2011. "The Economics of Grain Price Volatility," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 32-58.
    25. Grebitus, Carola & Lusk, Jayson L. & Nayga, Rodolfo M., 2013. "Effect of distance of transportation on willingness to pay for food," Ecological Economics, Elsevier, vol. 88(C), pages 67-75.
    26. Laura Cornelsen & Rosemary Green & Rachel Turner & Alan D. Dangour & Bhavani Shankar & Mario Mazzocchi & Richard D. Smith, 2015. "What Happens to Patterns of Food Consumption when Food Prices Change? Evidence from A Systematic Review and Meta‐Analysis of Food Price Elasticities Globally," Health Economics, John Wiley & Sons, Ltd., vol. 24(12), pages 1548-1559, December.
    27. Jonathan Vogel, 2008. "Spatial Competition with Heterogeneous Firms," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 423-466, June.
    28. Marten Graubner & Alfons Balmann & Richard J. Sexton, 2011. "Spatial Price Discrimination in Agricultural Product Procurement Markets: A Computational Economics Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(4), pages 949-967.
    29. Gehlhar, Mark, 1996. "Reconciling Bilateral Trade Data for Use in GTAP," GTAP Technical Papers 313, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    30. Herve Ott, 2014. "Volatility in Cereal Prices: Intra- Versus Inter-annual Volatility," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(3), pages 557-578, September.
    31. Marc F. Bellemare, 2015. "Rising Food Prices, Food Price Volatility, and Social Unrest," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 1-21.
    32. Maurice, Noemie & Davis, Junior, 2011. "Unravelling the underlying causes of price volatility in world coffee and cocoa commodity markets," MPRA Paper 43813, University Library of Munich, Germany, revised 2012.
    Full references (including those not matched with items on IDEAS)

    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. Distefano, Tiziano & Chiarotti, Guido & Laio, Francesco & Ridolfi, Luca, 2019. "Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness," Ecological Economics, Elsevier, vol. 159(C), pages 122-132.
    2. Fabio Gaetano Santeramo & Emilia Lamonaca, 2019. "On the drivers of global grain price volatility: an empirical investigation," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 65(1), pages 31-42.
    3. Tiziano Distefano & Francesco Laio & Luca Ridolfi & Stefano Schiavo, 2018. "Shock transmission in the International Food Trade Network," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-15, August.
    4. An, Henry & Qiu, Feng & Zheng, Yanan, 2016. "How do export controls affect price transmission and volatility spillovers in the Ukrainian wheat and flour markets?," Food Policy, Elsevier, vol. 62(C), pages 142-150.
    5. Gutierrez, L. & Piras, F., 2013. "A Global Wheat Market Model (GLOWMM) for the Analysis of Wheat Export Prices," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149760, Italian Association of Agricultural and Applied Economics (AIEAA).
    6. Bernardina Algieri, 2021. "Fast & furious: Do psychological and legal factors affect commodity price volatility?," The World Economy, Wiley Blackwell, vol. 44(4), pages 980-1017, April.
    7. David Matesanz & Benno Torgler & Germán Dabat & Guillermo J. Ortega, 2014. "Co-movements in commodity prices: a note based on network analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 45(S1), pages 13-21, November.
    8. Hervé Ott, 2014. "Extent and possible causes of intrayear agricultural commodity price volatility," Agricultural Economics, International Association of Agricultural Economists, vol. 45(2), pages 225-252, March.
    9. Naomi Hossain, 2018. "How the international media framed ‘food riots’ during the global food crises of 2007–12," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(3), pages 677-688, June.
    10. Shon Ferguson & David Ubilava, 2022. "Global commodity market disruption and the fallout," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(4), pages 737-752, October.
    11. Blake, Daniella & Dawson, Carolina & Loeillet, Denis & Staver, Charles, 2018. "Can Global Climate Change affect Prices in the World Banana Market?," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 67(1), March.
    12. Haase, Marco & Seiler Zimmermann, Yvonne & Zimmermann, Heinz, 2016. "The impact of speculation on commodity futures markets – A review of the findings of 100 empirical studies," Journal of Commodity Markets, Elsevier, vol. 3(1), pages 1-15.
    13. Gutierrez, Luciano & Piras, Francesco, 2014. "A global VAR model for the analysis of wheat export prices," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182723, European Association of Agricultural Economists.
    14. Rude, James & An, Henry, 2015. "Explaining grain and oilseed price volatility: The role of export restrictions," Food Policy, Elsevier, vol. 57(C), pages 83-92.
    15. Beckmann, Joscha & Czudaj, Robert, 2014. "Volatility transmission in agricultural futures markets," Economic Modelling, Elsevier, vol. 36(C), pages 541-546.
    16. Carlotta Penone & Elisa Giampietri & Samuele Trestini, 2022. "Futures–spot price transmission in EU corn markets," Agribusiness, John Wiley & Sons, Ltd., vol. 38(3), pages 679-709, July.
    17. Rosa, Franco & Vasciaveo, Michela & Weaver, Robert D., 2014. "Agricultural and oil commodities: price transmission and market integration between US and Italy," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 3(2), pages 1-25, August.
    18. Zaremba, Adam & Bianchi, Robert J. & Mikutowski, Mateusz, 2021. "Long-run reversal in commodity returns: Insights from seven centuries of evidence," Journal of Banking & Finance, Elsevier, vol. 133(C).
    19. Mensi, Walid & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Yoon, Seong-Min, 2014. "Dynamic spillovers among major energy and cereal commodity prices," Energy Economics, Elsevier, vol. 43(C), pages 225-243.
    20. Headey, Derek, 2011. "Rethinking the global food crisis: The role of trade shocks," Food Policy, Elsevier, vol. 36(2), pages 136-146, April.

    More about this item

    Keywords

    food price; spatial dispersion; international trade; randomness;
    All these keywords.

    JEL classification:

    • L66 - Industrial Organization - - Industry Studies: Manufacturing - - - Food; Beverages; Cosmetics; Tobacco
    • N50 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - General, International, or Comparative
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:srt:wpaper:0118. 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: Alessandro Palma (email available below). General contact details of provider: http://www.sustainability-seeds.org .

    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.