Quality of legislation and compliance: a natural language processing approach

Abstract Several disciplines, such as economics, law, and political science, emphasize the importance of legislative quality, namely well-written legislation. Low-quality legislation cannot be easily implemented because the texts create interpretation problems. To measure the quality of legal texts, we use information from the syntactic and lexical features of their language and apply these measures to a dataset of European Union legislation that contains detailed information on its transposition and decision-making process. We find that syntactic complexity and vagueness are negatively related to member states’ compliance with legislation. The finding on vagueness is robust to controlling for member states’ preferences, administrative resources, length of texts, and discretion. However, the results for syntactic complexity are less robust.

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Publication Details

Journal
Political Science Research and Methods
Published
2024-08-15
DOI
https://doi.org/10.1017/psrm.2024.21
Citations
4
Primary Topic
Legal Language and Interpretation
Type
article
Field-Weighted Citation Impact
16.30

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article

Quality of legislation and compliance: a natural language processing approach

Matia Vannoni, Moritz Osnabrügge
4 citations
Political Science Research and Methods
Legal Language and Interpretation
16.30
article

Quality of legislation and compliance: a natural language processing approach

Matia Vannoni, Moritz Osnabrügge
article en
4 citations

Abstract

Abstract Several disciplines, such as economics, law, and political science, emphasize the importance of legislative quality, namely well-written legislation. Low-quality legislation cannot be easily implemented because the texts create interpretation problems. To measure the quality of legal texts, we use information from the syntactic and lexical features of their language and apply these measures to a dataset of European Union legislation that contains detailed information on its transposition and decision-making process. We find that syntactic complexity and vagueness are negatively related to member states’ compliance with legislation. The finding on vagueness is robust to controlling for member states’ preferences, administrative resources, length of texts, and discretion. However, the results for syntactic complexity are less robust.

Political Science Research and MethodsVol. 13(3)
King's College London (GB), Durham University (GB)
Leverhulme Trust, British Academy, University of Cambridge
Peace, Justice and strong institutions
Openalex Percentile: Top 1%
Legal Language and Interpretation
16.30
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