Uncovering the size of the illegal corporate service provider industry in the Netherlands: a network approach

Javier Garcia-Bernardo*, Joost Witteman, Marilou Vlaanderen

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Economic crimes such as money laundering, terrorism financing, tax evasion or corruption almost invariably involve the use of a corporate entity. Such entities are regularly incorporated and managed by corporate services providers (CSPs). Given this potential for enabling economic crime, the CSP industry in the Netherlands is heavily regulated and CSPs require a license to operate. Operating without a licence is illegal. In this paper, we estimate the size of the illegal CSP sector in the Netherlands. For this, we develop a classification method to detect potentially illegal CSPs based on their similarity with licensed CSPs. Similarity is computed based on their position within the network of directors, companies and addresses, and the characteristics of such entities. We manually annotate a sample of the potential illegal CSPs and estimate that illegal CSPs constitute 31–51% of the total number of CSPs and manage 19–27% of all companies managed by CSPs. Our analysis provides a tool to regulators to improve detection and prevention of economic crime, and can be extended to the estimation of other illegal activities.

Original languageEnglish
Article number23
Number of pages27
JournalEPJ Data Science
Volume11
Issue number1
DOIs
Publication statusPublished - Dec 2022

Bibliographical note

Funding Information:
We appreciate the hard work of our research assistants Sarah Leuthold and Rachid Aguelmous downloading Orbis data and manually annotating the directors. We thank Melis van der Wulp, Cees Schaap and Johannes Hers for the useful insights and discussions, and two anonymous reviewers to help us clarify and strengthen the paper.

Publisher Copyright:
© 2022, The Author(s).

Funding

We appreciate the hard work of our research assistants Sarah Leuthold and Rachid Aguelmous downloading Orbis data and manually annotating the directors. We thank Melis van der Wulp, Cees Schaap and Johannes Hers for the useful insights and discussions, and two anonymous reviewers to help us clarify and strengthen the paper.

Keywords

  • Corporate service providers
  • Economic crime
  • Netherlands
  • Network analysis

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