Corruption in Public Procurement: Finding the Right Indicators

Joras Ferwerda*, Ioana Deleanu, Brigitte Unger

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review


Red flags are widely used to minimize the risk of various forms of economic misconduct, among which corruption in public procurement. Drawing on criminal investigations, the literature has developed several indicators of corruption in public procurements and has put them forward as viable risk indicators. But are they genuinely viable, if only corrupt procurements are analysed? Using a dataset of 192 public procurements — with 96 cases where corruption was detected and 96 cases where corruption was not detected — this paper addresses the identification of significant risk indicators of corruption. We find that only some indicators significantly relate to corruption and that eight of them (e.g. large tenders, lack of transparency and collusion of bidders) can best predict the occurrence of corruption in public procurements. With this paper we successfully tap into one of the most vulnerable areas of criminological research — selecting the right sample — and consequently, our results can help increase the detection of corruption, increase investigation effectiveness and minimize corruption opportunities.

Original languageEnglish
Pages (from-to)245-267
Number of pages23
JournalEuropean Journal on Criminal Policy and Research
Issue number2
Publication statusPublished - 1 Jun 2017


  • Corruption
  • Public procurement
  • Selection bias and econometrics


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