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Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness

Global food prices are typically analysed in a time-series framework. We complement this approach by focusing on the spatial price dispersion of the country-pair bilateral trade in the international food trade network (IFTN), for ten relevant commodities. The main purposes are to verify if the Law o...

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Detalles Bibliográficos
Autores principales: Distefano, Tiziano, Chiarotti, Guido, Laio, Francesco, Ridolfi, Luca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472543/
https://www.ncbi.nlm.nih.gov/pubmed/31057230
http://dx.doi.org/10.1016/j.ecolecon.2019.01.010
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author Distefano, Tiziano
Chiarotti, Guido
Laio, Francesco
Ridolfi, Luca
author_facet Distefano, Tiziano
Chiarotti, Guido
Laio, Francesco
Ridolfi, Luca
author_sort Distefano, Tiziano
collection PubMed
description Global food prices are typically analysed in a time-series framework. We complement this approach by focusing on the spatial price dispersion of the country-pair bilateral trade in the international food trade network (IFTN), for ten relevant commodities. The main purposes are to verify if the Law of One Price (LOP) holds and to investigate the emergence of randomness in the price-formation mechanism. We distinguish between the “internal” variance, which indicates the magnitude of price discrimination, and the “external” variance, that is a measure of price dispersion. We find that, for some commodities, spatial price dispersion is remarkable and persistent over time (i.e., failure of the LOP) and that there exists a strict correlation between price spikes and peaks in spatial price variability. We test whether the price distribution can be replicated through a stochastic process of extraction. Surprisingly, the actual distribution of prices, for several commodities, is well described by a random distribution. Then, the process of data aggregation is not neutral because the information at the micro-level scale might be lost at the macro-scale, due to the complexity of the IFTN. Finally, we discuss some possible economic explanations of these outcomes and the main methodological, environmental, and policy consequences.
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spelling pubmed-64725432019-05-01 Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness Distefano, Tiziano Chiarotti, Guido Laio, Francesco Ridolfi, Luca Ecol Econ Article Global food prices are typically analysed in a time-series framework. We complement this approach by focusing on the spatial price dispersion of the country-pair bilateral trade in the international food trade network (IFTN), for ten relevant commodities. The main purposes are to verify if the Law of One Price (LOP) holds and to investigate the emergence of randomness in the price-formation mechanism. We distinguish between the “internal” variance, which indicates the magnitude of price discrimination, and the “external” variance, that is a measure of price dispersion. We find that, for some commodities, spatial price dispersion is remarkable and persistent over time (i.e., failure of the LOP) and that there exists a strict correlation between price spikes and peaks in spatial price variability. We test whether the price distribution can be replicated through a stochastic process of extraction. Surprisingly, the actual distribution of prices, for several commodities, is well described by a random distribution. Then, the process of data aggregation is not neutral because the information at the micro-level scale might be lost at the macro-scale, due to the complexity of the IFTN. Finally, we discuss some possible economic explanations of these outcomes and the main methodological, environmental, and policy consequences. Elsevier 2019-05 /pmc/articles/PMC6472543/ /pubmed/31057230 http://dx.doi.org/10.1016/j.ecolecon.2019.01.010 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Distefano, Tiziano
Chiarotti, Guido
Laio, Francesco
Ridolfi, Luca
Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title_full Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title_fullStr Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title_full_unstemmed Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title_short Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness
title_sort spatial distribution of the international food prices: unexpected heterogeneity and randomness
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472543/
https://www.ncbi.nlm.nih.gov/pubmed/31057230
http://dx.doi.org/10.1016/j.ecolecon.2019.01.010
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