Trade agreements and the design of democracy-related provisions (TRADEM): The creation of a new data set

Abstract Scholars have long sought to understand the relationship between trade agreements and democracy. This research note contributes to studying this relationship by presenting a new, comprehensive database on democracy-related provisions in preferential trade agreements (PTAs). The data is unique in its coverage and data creation approach. First, it is the most systematic and in-depth collection of democracy-related provisions in PTAs. It includes obligations to promote democracy, the protection of individual rights, alongside other important democracy-related provisions to increase transparency and stakeholder participation, and to preserve policy space. Second, it combines manual text coding and machine learning approaches to generate the dataset and two types of new indices. The research note first provides an overview of the existing literature on the PTA-democracy nexus. Then, it outlines our conceptualization of how particular PTA provisions are relevant from the viewpoint of democracy. This leads to a new typology covering six dimensions encompassing seventy-two democracy-related provisions. The research note then describes how we combine manual coding and machine learning to create the TRADEM database. We further present descriptive statistics focusing on categories and trends over time and region for a total of 792 PTAs signed between 1949 and 2022. We conclude by outlining potential applications and research avenues.

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Publication Details

Journal
The Review of International Organizations
Published
2026-06-18
DOI
https://doi.org/10.1007/s11558-026-09626-6
Primary Topic
World Trade Organization Law
Type
article
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article

Trade agreements and the design of democracy-related provisions (TRADEM): The creation of a new data set

Andrew Lugg, Manfred Elsig, Kirthana Ganeson, Marine Roux
The Review of International Organizations
World Trade Organization Law
article

Trade agreements and the design of democracy-related provisions (TRADEM): The creation of a new data set

Andrew Lugg, Manfred Elsig, Kirthana Ganeson, Marine Roux
article en

Abstract

Abstract Scholars have long sought to understand the relationship between trade agreements and democracy. This research note contributes to studying this relationship by presenting a new, comprehensive database on democracy-related provisions in preferential trade agreements (PTAs). The data is unique in its coverage and data creation approach. First, it is the most systematic and in-depth collection of democracy-related provisions in PTAs. It includes obligations to promote democracy, the protection of individual rights, alongside other important democracy-related provisions to increase transparency and stakeholder participation, and to preserve policy space. Second, it combines manual text coding and machine learning approaches to generate the dataset and two types of new indices. The research note first provides an overview of the existing literature on the PTA-democracy nexus. Then, it outlines our conceptualization of how particular PTA provisions are relevant from the viewpoint of democracy. This leads to a new typology covering six dimensions encompassing seventy-two democracy-related provisions. The research note then describes how we combine manual coding and machine learning to create the TRADEM database. We further present descriptive statistics focusing on categories and trends over time and region for a total of 792 PTAs signed between 1949 and 2022. We conclude by outlining potential applications and research avenues.

The Review of International Organizations
University of Bern (CH), World Trade Organization (CH), University of Nevada, Las Vegas (US), Stockholm University (SE)
Peace, Justice and strong institutions
Openalex Percentile: Top 2%
World Trade Organization Law
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Trade agreements and the design of democracy-related provisions (TRADEM): The creation of a new data set — Andrew Lugg, Manfred Elsig, et al. · The Review of International Organizations (2026) | TGRS Research Map | TGRS