Beyond exact match: A product-space measure of trade similarity

A broad class of trade-overlap measures---the similarity indices of Michaely, Aquino, Finger--Kreinin and Linnemann--van Beers, and the Grubel--Lloyd index---are the same transform [[EQUATION]] of a Jaccard coefficient, taken of trade shares or of values. Their minimum-over-matched-categories core makes them blind to cross-category relatedness and sensitive to product aggregation; cosine similarity shares the latter defect. We propose a product-space cosine index of trade proximity,[[EQUATION]], with [[EQUATION]] encoding product relatedness. It credits related cross-category overlap and is five to seven times more stable across 2-, 4- and 6-digit classifications, extending to capability similarity, structural transformation, and distance to the frontier.

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Publication Details

Journal
Economics Letters
Published
2026-11-01
DOI
https://doi.org/10.1016/j.econlet.2026.113339
Primary Topic
Economic and Technological Innovation
Type
article
Field-Weighted Citation Impact
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article

Beyond exact match: A product-space measure of trade similarity

Charlie Joyez
Economics Letters
Economic and Technological Innovation
article

Beyond exact match: A product-space measure of trade similarity

Charlie Joyez
article en

Abstract

A broad class of trade-overlap measures---the similarity indices of Michaely, Aquino, Finger--Kreinin and Linnemann--van Beers, and the Grubel--Lloyd index---are the same transform [[EQUATION]] of a Jaccard coefficient, taken of trade shares or of values. Their minimum-over-matched-categories core makes them blind to cross-category relatedness and sensitive to product aggregation; cosine similarity shares the latter defect. We propose a product-space cosine index of trade proximity,[[EQUATION]], with [[EQUATION]] encoding product relatedness. It credits related cross-category overlap and is five to seven times more stable across 2-, 4- and 6-digit classifications, extending to capability similarity, structural transformation, and distance to the frontier.

Economics Letters
Centre National de la Recherche Scientifique (FR), Université Côte d'Azur (FR), Groupe de Recherche en Droit, Économie, Gestion (FR)
Openalex Percentile: Top 61%
Economic and Technological Innovation
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