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Journal Articles

Innovating trade: How high-tech exports, ICT services and R&D expenditure shape global trade patterns with advanced machine learning insights

Cosimo Magazzino, Lucio Laureti, Alberto Costantiello, Angelo Leogrande, Tulia Gattone

Journal of Economic Studies (2025) 52 (9): 193–214.

https://doi.org/10.1108/JES-03-2025-0174

Published: 19 September 2025

View article titled, Innovating trade: How high-tech exports, ICT services and R&D expenditure shape global trade patterns with advanced machine learning insights

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Journal Articles

Pharmaceutical consumption, economic growth and life expectancy in the OECD: the application of a new causal direction from dependency algorithm and a DeepNet process

Cosimo Magazzino, Monica Auteri, Nicolas Schneider, Ferdinando Ofria, Marco Mele

Journal of Economic Studies (2024) 51 (9): 249–271.

https://doi.org/10.1108/JES-02-2024-0066

Published: 11 June 2024

View article titled, Pharmaceutical consumption, economic growth and life expectancy in the OECD: the application of a new causal direction from dependency algorithm and a DeepNet process

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Journal Articles

Financial development, growth and productivity

Cosimo Magazzino, Fabio Gaetano Santeramo

Journal of Economic Studies (2024) 51 (9): 1–20.

https://doi.org/10.1108/JES-07-2022-0397

Published: 09 May 2023

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Journal Articles

Economic network dynamics: a structural analysis of the international connectivity of Chinese manufacturing firms

Michele Lo Re, Eleonora Veglianti, Fabrizio Parente, Umberto Monarca, Cosimo Magazzino

Journal of Economic Studies (2023) 50 (8): 1585–1600.

https://doi.org/10.1108/JES-10-2022-0531

Published: 02 February 2023

View article titled, Economic network dynamics: a structural analysis of the international connectivity of Chinese manufacturing firms

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Journal Articles

Testing the convergence and the divergence in five Asian countries: from a GMM model to a new Machine Learning algorithm

Cosimo Magazzino, Marco Mele, Nicolas Schneider

Journal of Economic Studies (2022) 49 (6): 1002–1016.

https://doi.org/10.1108/JES-01-2021-0027

Published: 09 August 2021

View article titled, Testing the convergence and the divergence in five Asian countries: from a GMM model to a new Machine Learning algorithm

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Includes: Supplementary data

Journal Articles

A new approach to the Scoreboard

Cosimo Magazzino, Francesco Felici, Vanja Bozic

Journal of Economic Studies (2015) 42 (4): 659–688.

https://doi.org/10.1108/JES-01-2014-0024

Published: 14 September 2015

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Innovating trade: How high-tech exports, ICT services and R&D expenditure shape global trade patterns with advanced machine learning insights

Pharmaceutical consumption, economic growth and life expectancy in the OECD: the application of a new causal direction from dependency algorithm and a DeepNet process

Financial development, growth and productivity

Economic network dynamics: a structural analysis of the international connectivity of Chinese manufacturing firms

Testing the convergence and the divergence in five Asian countries: from a GMM model to a new Machine Learning algorithm

A new approach to the Scoreboard

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