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Global money laundering appeal index: application of principal component analysis

Milind Tiwari (Bond University, Gold Coast, Australia)
Adrian Gepp (Centre for Data Analytics, Bond University, Gold Coast, Australia)
Kuldeep Kumar (Centre for Data Analytics, Bond University, Gold Coast, Australia)

Journal of Money Laundering Control

ISSN: 1368-5201

Article publication date: 20 October 2021

Issue publication date: 2 January 2023

303

Abstract

Purpose

The paper aims at developing a global ranking system determining a country's appeal as a destination for money laundering.

Design/methodology/approach

This paper uses principal component analysis (PCA), with a mix of standardised and unstandardised components relating to attractiveness, economic freedom and money laundering risk to come up with an index of money laundering appeal.

Findings

Four components relating to economic feasibility, financial liberty, government spending and tax regime are critical in influencing a country's money laundering appeal.

Research limitations/implications

This paper attempts to use a standardised and replicable methodology to condense into a single measure the complex and multifaceted phenomenon of a country's appeal as a destination for money laundering, thus avoiding the difficulty associated with precisely calculating illicit financial flows.

Practical implications

The ranking system could be used to determine the destinations attractive for laundering money. Such information can be used to come up with more effective preventative strategies to combat phenomena responsible for the stagnation of economic growth through tax evasion, corruption and creation of non-competitive markets.

Originality/value

It is the first attempt to use a statistical technique to understand the underlying components of a country's money laundering appeal.

Keywords

Acknowledgements

The authors are grateful to Basel Institute on Governance, The Heritage Foundation and Wahaj Ahmed Khan for their assistance in providing the data. The first author is also thankful to the Australian Government Research Training Program for their financial support of his research.

Citation

Tiwari, M., Gepp, A. and Kumar, K. (2023), "Global money laundering appeal index: application of principal component analysis", Journal of Money Laundering Control, Vol. 26 No. 1, pp. 205-211. https://doi.org/10.1108/JMLC-10-2021-0108

Publisher

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Emerald Publishing Limited

Copyright © 2021, Emerald Publishing Limited

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