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Food competition in world markets: Some evidence from a panel data analysis of top exporting countries

  • Donatella Baiardi


    (Department of Economics, Quantitative Methods and Business Strategies, University of Milano-Bicocca)

  • Carluccio Bianchi


    (Department of Economics and Management, University of Pavia)

  • Eleonora Lorenzini


    (Department of Economics and Management, University of Pavia)

Registered author(s):

    This paper investigates the relevance of relative prices and world income as determinants of food exports for the top trading countries in the period 1992-2012 using a panel data framework. A distinction between processed and unprocessed goods is drawn and, within this last category, a specific focus on commodities is made. We find that price elasticities generally take lower values for processed goods, and the opposite holds for income elasticities. Processed goods are also characterized by an inverse relationship between price elasticities and average unit values. The overall analysis leads to the conclusion that both emerging and advanced countries should increase their export specialization in processed goods. Furthermore, developed economies could face the fierce competition from emerging countries by enhancing the quality content of their processed goods exports.

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    Paper provided by University of Pavia, Department of Economics and Management in its series DEM Working Papers Series with number 083.

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    Length: 45 pages
    Date of creation: Jul 2014
    Date of revision:
    Handle: RePEc:pav:demwpp:083
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    1. Antoni Estevadeordal & Brian Frantz & Alan M. Taylor, 2003. "The Rise And Fall Of World Trade, 1870-1939," The Quarterly Journal of Economics, MIT Press, vol. 118(2), pages 359-407, May.
    2. Jongwanich, Juthathip, 2009. "Impact of Food Safety Standards on Processed Food Exports from Developing Countries," ADB Economics Working Paper Series 154, Asian Development Bank.
    3. John Y. Campbell & Pierre Perron, 1991. "Pitfalls and Opportunities: What Macroeconomists Should Know About Unit Roots," NBER Technical Working Papers 0100, National Bureau of Economic Research, Inc.
    4. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    5. Prema-Chandra Athukorala & Kunal Sen, 1996. "Processed Food Exports from Developing Countries: Patterns and Determinants," Trade and Development 96/14, Australian National University, Department of Economics.
    6. Athukorala, Prema-chandra, 2003. "Food Safety Issues, Trade and WTO Rules: A Developing Country Perspective," 2003 Conference (47th), February 12-14, 2003, Fremantle, Australia 57831, Australian Agricultural and Resource Economics Society.
    7. Wilkinson, John, 2004. "The Food Processing Industry, Globalization and Developing Countries," eJADE: electronic Journal of Agricultural and Development Economics, Food and Agriculture Organization, Agricultural and Development Economics Division, vol. 1(2).
    8. Lionel Fontagné & Guillaume Gaulier & Soledad Zignago, 2008. "Specialization across varieties and North-South competition," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00270494, HAL.
    9. Jack Strauss & Mark E. Wohar, 2004. "The Linkage between Prices, Wages, and Labor Productivity: A Panel Study of Manufacturing Industries," Southern Economic Journal, Southern Economic Association, vol. 70(4), pages 920-941, April.
    10. Irwin, Douglas A., 2002. "Long-run trends in world trade and income," World Trade Review, Cambridge University Press, vol. 1(01), pages 89-100, March.
    11. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Crude oil conservation policy hypothesis in OECD (organisation for economic cooperation and development) countries: A multivariate panel Granger causality test," Energy, Elsevier, vol. 43(1), pages 253-260.
    12. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(01), pages 1-21, March.
    13. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    14. Peter Pedroni, 2004. "Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis," Department of Economics Working Papers 2004-15, Department of Economics, Williams College.
    15. Du, Xiaodong & Yu, Cindy L. & Hayes, Dermot J., 2011. "Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis," Energy Economics, Elsevier, vol. 33(3), pages 497-503, May.
    16. Bottasso, Anna & Castagnetti, Carolina & Conti, Maurizio, 2013. "And yet they Co-move! Public capital and productivity in OECD," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 713-729.
    17. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    18. Anderson, Kym & Strutt, Anna, 2013. "Emerging Economies, Productivity Growth, and Trade with Resource-Rich Economies by 2030," CEPR Discussion Papers 9779, C.E.P.R. Discussion Papers.
    19. Paul Krugman, 1988. "Differences In Income Elasticities and Trends in Real Exchange Rates," NBER Working Papers 2761, National Bureau of Economic Research, Inc.
    20. Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
    21. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    22. Kaddour Hadri, 1999. "Testing For Stationarity In Heterogeneous Panel Data," Research Papers 1999_04, University of Liverpool Management School.
    23. Peter K. Schott, 2008. "The relative sophistication of Chinese exports," Economic Policy, CEPR;CES;MSH, vol. 23, pages 5-49, 01.
    24. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
    25. Matthieu Crozet & Hélène Erkel-Rousse, 2004. "Trade Performances, Product Quality Perceptions, and the Estimation of Trade Price Elasticities," Review of International Economics, Wiley Blackwell, vol. 12(1), pages 108-129, 02.
    26. Essaji, Azim & Fujiwara, Kinya, 2012. "Contracting institutions and product quality," Journal of Comparative Economics, Elsevier, vol. 40(2), pages 269-278.
    27. Peter K. Schott, 2004. "Across-product Versus Within-product Specialization in International Trade," The Quarterly Journal of Economics, MIT Press, vol. 119(2), pages 646-677, May.
    28. repec:hal:journl:halshs-00096826 is not listed on IDEAS
    29. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
    30. Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
    31. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    32. Matteo Manera, Marcella Nicolini, and Ilaria Vignati, 2013. "Financial Speculation in Energy and Agriculture Futures Markets: A Multivariate GARCH Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    33. Augustine C. Arize, 2001. "Traditional export demand relation and parameter instability: An empirical investigation," Journal of Economic Studies, Emerald Group Publishing, vol. 28(6), pages 378-396, October.
    34. Fagerberg, Jan, 2000. "Technological progress, structural change and productivity growth: a comparative study," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 393-411, December.
    35. Costantini, Valeria & Martini, Chiara, 2010. "The causality between energy consumption and economic growth: A multi-sectoral analysis using non-stationary cointegrated panel data," Energy Economics, Elsevier, vol. 32(3), pages 591-603, May.
    36. John Wilkinson, 2004. "The Food Processing Industry, Globalization and Developing Countries," The Electronic Journal of Agricultural and Development Economics, Food and Agriculture Organization of the United Nations, vol. 1(2), pages 184-201.
    37. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    38. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    39. Lionel Fontagné & Guillaume Gaulier & Soledad Zignago, 2007. "Specialisation across Varieties within Products and North-South Competition," Working Papers 2007-06, CEPII research center.
    40. Pinelopi K. Goldberg & Michael M. Knetter, 1996. "Goods Prices and Exchange Rates: What Have We Learned?," NBER Working Papers 5862, National Bureau of Economic Research, Inc.
    41. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    42. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    43. Hansen, Bruce E., 1992. "Efficient estimation and testing of cointegrating vectors in the presence of deterministic trends," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 87-121.
    44. 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.
    45. Giovanni Peri & Laura Bottaz, 2005. "The International Dynamics of R&D and Innovationin the Short Run and in the Long Run," Working Papers 59, University of California, Davis, Department of Economics.
    46. Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
    47. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-95, November.
    48. Zahoor Haq & Karl Meilke, 2009. "The Role of Income in Trading-Differentiated Agri-Food Products: The Case of Canada, the United States, and Selected EU Countries," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(3), pages 343-363, 09.
    49. Caporale, Guglielmo Maria & Chui, Michael K F, 1999. "Estimating Income and Price Elasticities of Trade in a Cointegration Framework," Review of International Economics, Wiley Blackwell, vol. 7(2), pages 254-64, May.
    50. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
    51. Laura Bottazzi & Giovanni Peri, 2007. "The International Dynamics of R&D and Innovation in the Long Run and in The Short Run," Economic Journal, Royal Economic Society, vol. 117(518), pages 486-511, 03.
    52. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    53. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    54. Thomas W. Hertel & Zhi Wang & Wusheng Yu, 1998. "Understanding the Determinants of Structural Change in World Food Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(5), pages 1051-1061.
    55. Aiginger, Karl, 1997. "The Use of Unit Values to Discriminate between Price and Quality Competition," Cambridge Journal of Economics, Oxford University Press, vol. 21(5), pages 571-92, September.
    56. Jongwanich, Juthathip, 2009. "The impact of food safety standards on processed food exports from developing countries," Food Policy, Elsevier, vol. 34(5), pages 447-457, October.
    57. Narayan, Paresh Kumar & Smyth, Russell & Prasad, Arti, 2007. "Electricity consumption in G7 countries: A panel cointegration analysis of residential demand elasticities," Energy Policy, Elsevier, vol. 35(9), pages 4485-4494, September.
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