By: Hai Thanh Luong

After the Silk Road closure, many studies started focusing on the trend and patterns of darknet-related crimes in the 2010s. This frst study combined a systematic literature review and bibliometric analysis in the feld. This study clarifes 49 articles in criminology and penology among 1150 publications relating to the darknet on the Web of Science database to review and analyze the research evolutions of this topic in the last decade. The main fndings point out (1) almost all leading authors with their most infuential papers came from the Global South with predominant contributions; (2) unbalancing publications between regional scholars and their institutions and countries although the darknet-related criminals occurred and operated without border; and (3) some specialized themes have identifed to call further extensive research such as policing interventions in the darknet and fows of the cryptocurrency in cryptomarkets, among others.

Security Journal (2024) 37:535–574

Edited by Maya Avis, Daniel Marciniak and Maria Sapignoli   

Recent discussions on big data surveillance and artificial intelligence in governance have opened up an opportunity to think about the role of technology in the production of the knowledge states use to govern. The contributions in this volume examine the socio-technical assemblages that underpin the surveillance carried out by criminal justice institutions – particularly the digital tools that form the engine room of modern state bureaucracies. Drawing on ethnographic research in contexts from across the globe, the contributions to this volume engage with technology’s promises of transformation, scrutinise established ways of thinking that become embedded through technologies, critically consider the dynamics that shape the political economy driving the expansion of security technologies, and examine how those at the margins navigate experiences of surveillance. The book is intended for an interdisciplinary academic audience interested in ethnographic approaches to the study of surveillance technologies in policing and justice. Concrete case studies provide students, practitioners, and activists from a broad range of backgrounds with nuanced entry points to the debate.

London; New York: Routledge, 2025. 201p.

By Romi Sigsworth 

Artificial intelligence (AI) offers innovative solutions for addressing a range of illegal activities that impact Africa’s environment. This report explores how AI is being used in Africa to provide intelligence on organised environmental crime, craft tools to assess its impact, and develop methods to detect and prevent environmental criminal activities. It discusses the challenges and opportunities AI poses for policing environmental crime in Africa, and proposes recommendations that would allow AI-powered policing to make a real difference on the continent. Recommendations • African governments and organisations should invest in gathering large, local data sets to allow AI models to produce appropriate and relevant solutions. • Investments in digital and communication infrastructure need to be made across Africa to improve and expand access to and affordability of AI solutions. • Police forces across Africa should include technology and AI skills capacity building into their basic and professional development training curricula. • Guardrails should be established through legislation to protect data, ensure privacy where necessary, and regulate the use of AI. • Public-private partnerships must be strengthened for law enforcement agencies across Africa to receive the technology and training they need to effectively embed AI tools into their methodologies to combat environmental (and other) organised crime

Enact Africa 2024. 28p.

By Katherine Aguirre, Emile Badran and Robert Muggah

  Cities are where the future happens first. They are hubs of innovation, productivity and experimentation. But many cities also are sites of crime and violence. More than ever, municipal authorities, private firms and civic groups are experimenting with new ways to improve real and perceived safety in cities. In some cities, new technologies are improving the situational awareness of public authorities and citizens. In others, all encompassing surveillance and monitoring systems are challenging fundamental norms of privacy. In most developed cities, high-frequency time series information on insecurity is increasingly available. Literally thousands of gigabytes of raw data are available representing the dynamics and characteristics of crime. New high-power computer analysis is giving rise to a next generation of smart, agile and evidence-informed policing strategies. Predictive platforms in particular can enhance police operations, identifying priority targets for police intervention, and enabling more effective allocation of police resources.  

Brazil: Igarape Institute. 2019, 23pg

MAY CONTAIN MARKUP

By Pat O'Malley

Over recent years, the governance of crime - from policing and crime prevention to sentencing and prison organization - has moved away from a focus on reforming offenders toward preventing crime and managing behaviour using predictive and distributional (such as risk) techniques.

Crime and Risk presents an engaging discussion of risk strategies and risk-taking in the domain of crime and criminal justice. It outlines the broad theoretical issues and political approaches involved, relating risk in contemporary crime governance to risk in criminal activity. Taking a broad and discursive approach, it covers:

- Risk-taking and contemporary culture

- The excitement associated with risk-taking and the impact of criminal activity

- The application of risk-oriented developments in crime prevention and control

- The use of genetic and related biotechnologies to assess and react to perceived threats

- The conceptualization of risk in relation to race and gender

- The influence of excitement upon criminal activity

- Evidence and accountability.

SAGE Publications, May 5, 2010, 112 pages

MAY CONTAN MARKUP

By Marcus Felson

Entertainingly written and a model for how theory develops from empirical evidence, the Second Edition of this popular book is the perfect supplementary text for introductory criminology courses. The book provides an insightful analysis of the "other side" of crime causation, examining how society encourages or inhibits crime in the routine activities of everyday life.

SAGE Publications, Apr 13, 1998, 240 pages

By John Gramlich

More Americans died of gun-related injuries in 2020 than in any other year on record, according to recently published statistics from the Centers for Disease Control and Prevention (CDC). That included a record number of gun murders, as well as a nearrecord number of gun suicides. Despite the increase in such fatalities, the rate of gun deaths – a statistic that accounts for the nation’s growing population – remains below the levels of earlier years.

United States, Pew Research Center. 2022. 7pg.

By Mélanie S.S. Seabrook, Alex Luscombe, Nicole Balian, Aisha Lofters, Flora I. Matheson, Braden G. O’neill, Akwasi Owusu-Bempah, Navindra Persaud, Andrew D. Pinto

This longitudinal study found no consistent correlations between increased police spending and municipal crime rates.

The analysis found that police services are a top budget priority in most municipalities, with up to 26 percent of total expenditures allocated to police. However, the findings revealed net increases in per capita spending are not associated with larger reductions in crime rates.

The authors examined budgets of 20 urban municipalities in Canada: Toronto, Montreal, Peel Region, Calgary, York Region, Edmonton, Ottawa, Winnipeg, Vancouver, Waterloo Region, Surrey, Quebec City, Hamilton, Halifax, Laval, London, Gatineau, Saskatoon, Burnaby, and Longueuil.

The study looked at police funding and how it varies across Canadian municipalities over a long period of time. The data from 2010 to 2020 showed wide differences in spending. For example, Vancouver spent more than double per capita on policing in 2019 than Quebec City, highlighting the complexity of the interactions between crime rates and police funding.

Other studies have also had mixed results regarding the relationship between police funding and crime. A A 2014 found no clear relationship between crime rates and per capita police expenditures in Canadian provinces, and a 2015 studyof 50 Canadian municipalities found that higher spending on police was associated with higher rates of violent crime, but the direction of the relationship was not established.

Research on police funding is limited in Canada, partly due to the lack of publicly available data on police spending. The study calls for improved publishing of police expenditure data, and for future research to examine whether funding decisions may be based on past crime rates and explore whether investments in police impact future crime rates.

Although the authors do not make specific policy recommendations regarding police budgets, the findings raise questions about the reasoning for such vast differences in police funding across the country despite overall downward crime rates.

Canadian Public Policy, Volume 49 Issue 4, December 2023, pp. pp. 383-398

By Brendan O'Flaherty and Rajiv Sethi

Crime and policing activities routinely involve interactions between strangers and require the interacting parties to make highly consequential decisions under time pressure. Under such conditions, stereotypes based on visual or other cues can influence behavior. This review considers the role of stereotypes in shaping the manner in which such interactions proceed and the likelihood with which they occur in the first place. Our focus is primarily on robbery, murder, police stops and searches, and the use of deadly force, but the arguments apply more generally. We also consider how stereotypes can become entrenched through the behavioral changes they induce, given large differences across offenses in rate of arrest and prison admission.

Annual Review of Criminology, Volume 7, Page 383 - 401