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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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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. |
format | Online Article Text |
id | pubmed-6472543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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