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Dark networks: a South African cash-in-transit crime case study
Institution Centre of Criminology, Department of Public Law, University of Cape Town The subject matter of this thesis is situated within the criminological domain of organised crime, exploring the structure of cash-in-transit criminal networks in South Africa. Whilst the current literature on cash-...
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| Format: | Thesis |
| Language: | English English |
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Department of Public Law
2025
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| _version_ | 1867613144923242496 |
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| access_status_str | Open Access |
| author | Kok, Anna-Maria |
| author2 | Van Der Spuy, Elrena |
| author_browse | Kok, Anna-Maria Van Der Spuy, Elrena |
| author_facet | Van Der Spuy, Elrena Kok, Anna-Maria |
| author_sort | Kok, Anna-Maria |
| collection | Thesis |
| description | Institution Centre of Criminology, Department of Public Law, University of Cape Town The subject matter of this thesis is situated within the criminological domain of organised crime, exploring the structure of cash-in-transit criminal networks in South Africa. Whilst the current literature on cash-in-transit robberies is sparse, academic research on the criminal networks involved in these crimes is non-existent, partly due to the difficulty of obtaining reliable data on inherently covert operations. Therefore, the prevailing understanding of these networks is primarily informed by qualitative interpretations of the phenomenon. This study addresses this lacuna by advancing a mixed methods approach: network analysis is applied to a case study to investigate the nature and functioning of a cash-in-transit criminal network, with the findings substantiated by interviews with members from the Directorate for Priority Crime Investigations, the cash-in-transit industry, and subject experts. The case study entails a notorious cash-in-transit robbery in KwaZulu-Natal, with the empirical data on the links among the offenders sourced from criminal justice records. By taking a structural approach, this study explores the characteristics of the empirical criminal network, providing a detailed analysis and visual representation of the connectivity patterns, including network-, community-, and node-level measures. Consistent with illicit network literature, this research demonstrates that disruption strategies based on social capital measures are far more effective than random targeting in dismantling a cash-in-transit criminal network. Informed by the network analysis and interviews, this thesis conceptualises the cash-in-transit criminal network cycle, which results in either trust or distrust among members following each iteration. Finally, the research shows that the stakeholders involved in policing the phenomenon are knowledgeable about criminal networks, but that a lack of crime intelligence, analytical capacity, and cooperation severely limits their ability to respond effectively. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/42349 |
| institution | University of Cape Town (South Africa) |
| language | English eng |
| last_indexed | 2026-06-10T12:31:28.055Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Department of Public Law |
| publisherStr | Department of Public Law |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/42349 Dark networks: a South African cash-in-transit crime case study Kok, Anna-Maria Van Der Spuy, Elrena Cash-in-Transit Crime Organised Criminal Networks Criminal Network Anal- ysis Disruption South Africa Institution Centre of Criminology, Department of Public Law, University of Cape Town The subject matter of this thesis is situated within the criminological domain of organised crime, exploring the structure of cash-in-transit criminal networks in South Africa. Whilst the current literature on cash-in-transit robberies is sparse, academic research on the criminal networks involved in these crimes is non-existent, partly due to the difficulty of obtaining reliable data on inherently covert operations. Therefore, the prevailing understanding of these networks is primarily informed by qualitative interpretations of the phenomenon. This study addresses this lacuna by advancing a mixed methods approach: network analysis is applied to a case study to investigate the nature and functioning of a cash-in-transit criminal network, with the findings substantiated by interviews with members from the Directorate for Priority Crime Investigations, the cash-in-transit industry, and subject experts. The case study entails a notorious cash-in-transit robbery in KwaZulu-Natal, with the empirical data on the links among the offenders sourced from criminal justice records. By taking a structural approach, this study explores the characteristics of the empirical criminal network, providing a detailed analysis and visual representation of the connectivity patterns, including network-, community-, and node-level measures. Consistent with illicit network literature, this research demonstrates that disruption strategies based on social capital measures are far more effective than random targeting in dismantling a cash-in-transit criminal network. Informed by the network analysis and interviews, this thesis conceptualises the cash-in-transit criminal network cycle, which results in either trust or distrust among members following each iteration. Finally, the research shows that the stakeholders involved in policing the phenomenon are knowledgeable about criminal networks, but that a lack of crime intelligence, analytical capacity, and cooperation severely limits their ability to respond effectively. 2025-11-26T10:07:36Z 2025-11-26T10:07:36Z 2025 2025-11-26T10:05:56Z Thesis / Dissertation Doctoral PhD http://hdl.handle.net/11427/42349 en eng application/pdf Department of Public Law Faculty of Law University of Cape Town |
| spellingShingle | Cash-in-Transit Crime Organised Criminal Networks Criminal Network Anal- ysis Disruption South Africa Kok, Anna-Maria Dark networks: a South African cash-in-transit crime case study |
| thesis_degree_str | Doctoral |
| title | Dark networks: a South African cash-in-transit crime case study |
| title_full | Dark networks: a South African cash-in-transit crime case study |
| title_fullStr | Dark networks: a South African cash-in-transit crime case study |
| title_full_unstemmed | Dark networks: a South African cash-in-transit crime case study |
| title_short | Dark networks: a South African cash-in-transit crime case study |
| title_sort | dark networks a south african cash in transit crime case study |
| topic | Cash-in-Transit Crime Organised Criminal Networks Criminal Network Anal- ysis Disruption South Africa |
| url | http://hdl.handle.net/11427/42349 |
| work_keys_str_mv | AT kokannamaria darknetworksasouthafricancashintransitcrimecasestudy |