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Jamaica: Fear of organised criminal groups: Country Policy and Information Note

By The U.K. Home Office

Purpose - This note provides country of origin information (COI) and analysis of COI for use by Home Office decision makers handling particular types of protection and human rights claims (as set out in the Introduction section). It is not intended to be an exhaustive survey of a particular subject or theme. It is split into 2 parts: (1) an assessment of COI and other evidence; and (2) COI. These are explained in more detail below. Assessment This section analyses the evidence relevant to this note - that is information in the COI section; refugee/human rights laws and policies; and applicable caselaw - by describing this and its inter-relationships, and provides an assessment of, in general, whether one or more of the following applies:

  • A person is reasonably likely to face a real risk of persecution or serious harm

  • That the general humanitarian situation is so severe that there are substantial grounds for believing that there is a real risk of serious harm because conditions amount to inhuman or degrading treatment as within paragraphs 339C and 339CA(iii) of the Immigration Rules/Article 3 of the European Convention on Human Rights (ECHR)

  • That the security situation is such that there are substantial grounds for believing there is a real risk of serious harm because there exists a serious and individual threat to a civilian’s life or person by reason of indiscriminate violence in a situation of international or internal armed conflict as within paragraphs 339C and 339CA(iv) of the Immigration Rules

  • A person is able to obtain protection from the state (or quasi state bodies)

  • A person is reasonably able to relocate within a country or territory

  • A claim is likely to justify granting asylum, humanitarian protection or other form of leave, and

  • If a claim is refused, it is likely or unlikely to be certifiable as ‘clearly unfounded’ under section 94 of the Nationality, Immigration and Asylum Act 2002. Decision makers must, however, still consider all claims on an individual basis, taking into account each case’s specific facts.

London: Assets Publishing Service, 2022. 84p.

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Study Strengthening the Fight Against Organised Crime: Assessing the Legislative Framework

By Emma Louise BlondesEmma DisleyShann CorbettFook NederveenJirka TaylorIlia GaglioAntonino SorrentiFrancesco Calderoni

This study looks at three ‘tools’ that Member States can deploy in the fight against serious and organised crime. First, this study assesses whether the Council Framework Decision 2008/841/JHA – legislation that aims to ensure that all Member States criminalise participation in a criminal organisation – has achieved its objectives, supports effective cooperation to tackle cross-border serious organised crime and is fit for purpose. Second, this study assesses the extent to which the current legislative framework on the use, protection and handling of crown/principal witnesses and collaborators of justice supports effective cooperation to tackle cross-border serious organised crime. Third, this study explores whether Member States have operational and strategic approaches to identify the links between offences that are ‘enablers’ of serious organised crime (money laundering, document fraud, online trade in illicit goods/services, and corruption) and the broader picture of serious organised crime. Based on interviews, an EU-wide survey, workshops and a document review, the study describes the state of play in relation to these topics and outlines possible policy solutions to the address key challenges identified.

Brussels, Belgium: Publications Office of the European Union, and RAND Europe, 2022. 

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Can the United States Deter Threats from Uncertain Origins? Examining the Cases of Havana Syndrome, Solar Winds, and the Chinese Mafia

By Daniel EgelGabrielle TariniRaymond KuoEric RobinsonAnthony Vassalo

The mystery surrounding the so-called Havana Syndrome — an unexplained illness first experienced by U.S. Department of State personnel stationed in Cuba in late 2016 — illustrates the challenge of mustering a response to a national security threat when the threat, the underlying method, and the actor behind the threat are not understood with certainty. This report explores the applicability of existing concepts for deterrence and compellence using brief case studies. In addition to Havana Syndrome, the authors explore the SolarWinds cyberattack, in which hackers linked to Russian intelligence conducted a massive cyberattack against American companies and government agencies, and the Chinese Communist Party's connections to organized crime syndicates around the world.

The core finding is that few of the standard response options are effective against these types of threats. Without certainty about who is conducting the actions, strategies that rely on threats of punishment, normative taboos, or rallying of international condemnation are largely ineffective. Denial-by-defense strategies are thus likely to be the most effective but may be difficult to design effectively if the method underlying the attacks is poorly understood.

Key Findings

The ability of the United States to respond effectively to a threat is limited when the attribution, nature, and method of the threat are ambiguous.Maintaining this level of ambiguity likely constrains the scale at which U.S. adversaries can deploy these approaches, but the costs the approaches impose can be large.Despite the appeal of other deterrence or punishment strategies, denial-by-defense is likely to be the only approach capable of reducing the efficacy of these threats.

Santa Monica, Ca: RAND, 2023. 20p.

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Domestic Abuse in the Armed Forces: Improving Prevention and Outreach

by Laura L. MillerDmitry KhodyakovJoachim O. HeroLisa WagnerCoreen FarrisKatie FeistelEmily DaoJulia RollisonRosemary LiJamie Ryan, et al.

Domestic abuse is among many harmful behaviors of concern to the U.S. Department of Defense (DoD) because of its consequences for military personnel, their families, and military readiness. RAND's National Defense Research Institute is conducting a multi-year research effort, requested by Congress in Section 546C of the Fiscal Year 2021 National Defense Authorization Act, to study domestic abuse from a variety of perspectives.

In the first phase of this study, the RAND team focused its work on identifying strategies that can help DoD and the Services prevent domestic abuse among service members and their spouses or partners before it occurs and strategies that could be effective in the military environment for outreach and communication to individuals who might have risk factors for domestic abuse.

The prevention and outreach strategies highlighted in this research were synthesized from recommendations made by 80 experts — domestic abuse survivor experts and advocates, military program or service providers and practitioners, military leaders, and domestic abuse scholars — and a scoping review of relevant literature published in the past two decades.

Key Findings

  • Both the expert panel and scoping review results pointed to the need for prevention strategies to address not only individual and relationship risk factors but also the broader social, cultural, and systemic factors, such as social isolation and perceived tolerance of domestic abuse.

  • A comprehensive prevention approach would include strategies that fall outside the primary purview of DoD's Family Advocacy Program (FAP) and would require contributions from, for example, the Office of Force Resiliency, the Military Health Agency, training commands, military leaders, community organizations, and military offices tasked with preventing other problematic behaviors.

  • Experts cautioned against risk factors being treated as excuses or causal factors for domestic abuse, domestic abuse material becoming too diluted by other content, and non-subject-matter experts addressing sensitive domestic abuse topics.

  • Across discussions of strategies, experts noted that existing installation-level staffing, expertise, and resources were insufficient to implement some recommendations. This concern encompassed not only the capacity of FAP but also other potential key actors, such as counselors and medical staff.

  • Nearly half of the research studies in this scoping review focused on domestic abuse prevention strategies to educate and teach skills to individuals, couples, and families, and those focused on relationship and individual skills were the most common. Most studies of relationship skills strategies showed a positive impact on reducing the occurrence of domestic abuse.

Recommendations

  • Teach safe and healthy relationship skills by developing a military-specific domestic abuse prevention curriculum for service members and their spouses or partners, expanding the types of services available to support individuals and couples struggling with relationship and parenting issues, and addressing abusive leadership behaviors in the workplace and providing guidance on military-appropriate leadership skills that are not well-suited at home.

  • Engage influential community members by (1) preparing military leaders to actively participate in prevention activities and conveying the expectation that leaders will participate and (2) engaging peers and survivors in planning, implementing, and assessing domestic abuse prevention education, training, and information awareness campaigns.

  • Create protective environments by focusing on spouse and partner supports and community integration to counter isolation and dependency risk factors, and improve prevention by increasing efforts to hold perpetrators convicted of the crime of domestic violence and leaders accountable for their actions or inaction following a domestic violence conviction.

  • Strengthen economic supports for families by coordinating and promoting efforts to help relieve economic risk factors for domestic abuse and reduce economic control in relationships.

  • Strengthen the prevention system by increasing the number of prevention and education specialists and providers to increase capacity to focus on prevention before domestic abuse occurs and integrating domestic abuse prevention activities within other violence prevention programs to reduce risk factors.

  • Measure, monitor, and evaluate prevention activities by collecting data on domestic abuse prevention activities and resources and conduct surveys with service members, spouses or partners, and users of domestic abuse prevention resources.

Santa Monica, CA: RAND, 2023. 107p.

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Cyberstalking: A Growing Challenge for the U.S. Legal System

by David M. AdamsonAnnie BrothersSasha RomanoskyMarjory S. BlumenthalDouglas C. LigorKarlyn D. StanleyPeter SchirmerJulia Vidal Verástegui

Social media and other sophisticated communications technology have enabled a new kind of crime: cyberstalking. Cyberstalking involves using communications technology in threatening ways to stalk, harass, or share embarrassing information about victims, and it often involves the threat of intimate partner violence. As online platforms and messaging technologies have multiplied, cyberstalking has become more prevalent. Yet the problem has been understudied, and its dynamics are not well known.

In this report, the authors enhance the understanding of cyberstalking by offering the first empirical analysis on federal cyberstalking cases: In particular, they analyze the number of federal cyberstalking cases filed over time, the characteristics of these cases, and the outcomes of these cases. The results of in-depth interviews with prosecutors, law enforcement officials, and victims' advocacy representatives are also presented.

Key Findings

  • The number of federally prosecuted cyberstalking cases has grown steadily since 2014, reaching a peak of 80 cases filed in 2019 (then falling slightly in 2020), with 412 total cases filed between 2010 and 2020.

  • In the majority of federally prosecuted cyberstalking cases, the victim knew the offender.

  • The legal system is underprepared to handle cyberstalking cases: Law enforcement is seldom able to prioritize or allot substantial resources to cyberstalking, and many agents and officers lack training in how to investigate the crime or help victims.

  • A major challenge in prosecuting cyberstalking cases involves tying the digital evidence to the offending individual or group because tech-savvy offenders can be sophisticated at hiding digital tracks.

Recommendations

  • Update awareness campaigns regarding online safety beyond antiquated notions of "stranger danger," and develop better warnings and indicators of potentially harmful online activities.

  • Clarify cyberstalking legal statutes by removing the "intent to harm" clause from the federal cyberstalking law because it unintentionally protects some harmful behaviors.

  • Recognize the complicated nature of working with victims and promote ways of improving trust between victims and the criminal justice system.

  • Increase resources and information on emerging technology and investigative strategies available to law enforcement.

Santa Monica, CA: RAND, 2023.

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Blockages to Peace Formation in Latin America: The Role of Criminal Governance

By Marcos Alan Ferreira, Oliver P. Richmond

This article analyses how criminal governance creates blockages that prevent peace formation in Latin America. Two blockages emerge where criminal governance prevails: criminal structures do not reduce violence and also take advantage of cultural and structural violence; their legitimacy pushes the state away from citizens. Consequently, civil society usually responds in two ways: promoting alternative forms of political praxis against violence; fostering dialogue between political actors and civil society while building broader networks. Our argument shows that local agency has potential competences and the knowledge necessary to address criminal governance discursively, but its capacity to effect structural change is limited in direct terms.

Journal of Intervention and Statebuilding Volume 15, 2021 - Issue 2

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Illegal, unreported and unregulated shark fishing in the Republic of the Congo

By Oluwole Ojewale

This study examines the governance framework for regulating fishing generally in the Republic of the Congo. Specifically, it analyses the drivers and enablers of illegal, unreported and unregulated (IUU) shark fishing and the networks engaged in the criminal economy. The illicit activities linked to shark fishing and fin trading negatively impact ocean biodiversity, the local and national economies. New ways of thinking are needed for effective responses to IUU shark fishing in the country. Key findings • The illegal, unreported and unregulated fishing of sharks is driven by local and international demand for shark products. It is further enabled by a lack of state capacity to oversee and enforce legislation and control. • Actors in the criminal supply chain of shark products include artisanal fisherfolk, foreign industrial trawlers, middlemen traders from African countries and Asia, and local women. • The exploitation of shark species negatively impacts environmental biodiversity and has disrupted the ecosystem in the Republic of the Congo’s ocean. • Overfishing of sharks is resulting in juvenile catches, especially of species of conservational concern 

ENACT Africa, 2024. 29p.

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Embodying the deported spectacle in Tijuana. The lived experiences of Mexican deported men who stay in temporary male-exclusive shelters in Tijuana.

By Renato De Almeida Arão Galhardi

Historically, Mexicans deported from the United States tend to be overwhelmingly adult men, where the Mexican borderscape of Tijuana is and continues to be the primary site (and sight) where the majority of deported Mexicans are sent to when deported from the United States. Consequently, the semiotic social topography of Tijuana is peopled through the experiences of deportation. How, then, do Mexican deportees negotiate, mediate and articulate their lived experiences of migration? Working with my ethnographic research in Tijuana, during August 2021 and March 2022, I address the ontopological conditioning of living as a deportee in a borderscape such as Tijuana, assessing how their phenomenographic experiences are shaped by the bordering of the Border, and how Mexican deported men are often “unjustly suffering” and enduring “the bare life.” Through discussions on coloniality of Being, I build off Nicolas de Genova’s “border spectacle,” and argue that deportation is better described through its own “spectacle,” the “deportation spectacle,” highlighting how deportees perform and negotiate their agency between the tensions of suffering and resiliency as a consequence of the practices of imposed by deportation. I posit that deportation is not the end of a process, but reshapes migrancy continuity within new constraints, challenges and obstacles. Finally, I conclude by emphasizing the need to recognize misrepresented, misinterpreted and misdiagnosed populations such as deportees in borderscapes such as Tijuana, in order to better attend to the challenges that deportation creates. (Working Paper)

Toronto: Toronto Metropolitan Centre for Immigration and Settlement (TMCIS) and the CERC in Migration and Integration 2023. 23p.

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Modern slavery - Are you ready for mandatory due diligence?

By KPMG Australia  

The Modern Slavery Act 2018 (Cth) set a new standard for modern slavery disclosures in Australia. The Act required entities with a consolidated annual revenue of $100 million or more to disclose their efforts in identifying and addressing modern slavery risks within their operations and supply chain. The objective of the Act was to provide a framework to assist with proactively and effectively addressing modern slavery. 

The 2023 independent review of the Modern Slavery Act, commissioned by the Australian Government (Review), found that the Act had not resulted in meaningful change for people affected by modern slavery.  The review made 30 recommendations to strengthen modern slavery obligations for reporting entities, including the introduction of a positive requirement to conduct due diligence and the introduction of a federal Anti-Slavery Commissioner. The Government has highlighted that many of the Review’s recommendations are in line with key election commitments and introduced a Bill in November 2023 to establish an Anti-Slavery Commissioner. 

KPMG Australia, 2024. 31p.

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From community policing to political police in Nicaragua

By Lucía Dammert and Mary Fran T. Malone
In a region plagued by high rates of violent crime and repressive policing practices, Nicara-
gua has earned a reputation as exceptional. Despite poverty, inequality, and a historical legacy

 of political violence and repression, Nicaragua has defied regional trends. It has regis-
tered low rates of violent crime while deploying policing practices that emphasized preven-
tion over repression. April 2018 marked an end to this exceptionalism. Police attacked anti-
government protestors, and launched a sustained campaign against dissidents that continues
to the present day. While the Nicaraguan police had long cultivated a reputation as commu-
nity-oriented and non-repressive, they appeared to quickly change into a repressive, political
force. In this paper, we trace how the Nicaraguan police have evolved over time. Relying
upon longitudinal data from 1996-2019 from the Latin American Public Opinion Project, we
trace the process of police reform in Nicaragua, and analyse public attitudes towards the
police as these reforms unfolded. 

European Review of Latin American and Caribbean Studies / Revista Europea de Estudios Latinoamericanos y del Caribe, No. 110 (July-December 2020), pp. 79-99 (21 pages)

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Fear of crime examined through diversity of crime, social inequalities, and social capital: An empirical evaluation in Peru

By Wilson Hernández, Lucía Dammert, and Lilian Kanashiro

Latin America is a violent region where fear of crime is well spread but still not fully understood. Using multilevel methods for a large and subnational representative household survey (N = 271,022), we assess the determinants of fear of crime in Peru, the country with the highest fear of crime and crime victimization in the region. Our results show that body-aimed victimization (physical or sexual abuse from a member of their household, and sexual offenses) is the strongest driver of fear of crime, even higher than armed victimization. Moreover, safety measures based on social capital are negatively related to fear of crime, suggesting that they are palliatives rather than real protections. Finally, our study shows that people in a higher socioeconomic status are more likely to fear more because they have more (resources) to lose. Policy implications address Latin America as a whole and punitive policies against crime are common in the region, while evidence-based decisions are scarce.  Australian & New Zealand Journal of Criminology 2020, Vol. 53(4) 515–535

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The police and the public: policing practices and public trust in Latin America

By  Mary Fran T. Malone & Lucia Dammert 

 Over the past two decades, most Latin American countries have struggled to create or reform their police forces while simultaneously confronting sharp increases in violent crime. Reformers have gravitated towards community-oriented policing practices, which aim to rely on preventive tactics and build closer ties between police officers and the public. The implementation of such policing practices can be daunting, particularly for countries with authoritarian histories of policing and/or military repression. When confronting rising crime rates, some new democracies are tempted to revert to authoritarian policing practices and circumvent constitutional safeguards on human rights and civil liberties. Still, some countries have resisted such temptations, and seriously invested in community-oriented policing practices. However, do these communityoriented policing practices lead citizens to trust the police more? Or does public trust depend more heavily on results – particularly in countries undergoing crises in public security? To answer these questions, we analyze public trust in the police in 17 Latin American countries through a series of regression analyses of the Latin American Public Opinion Project’s (LAPOP) 2016–2017 survey data. We find that community-oriented policing practices tend to garner more public trust, but that perceptions of police effectiveness are equally important.  

POLICING AND SOCIETY, 2020.  

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From Social Assistance to Control in Urban Margins: Ambivalent Police Practices in Neoliberal Chile

By Alejandra Luneke, Lucia Dammert,  Liza Zuñiga  

Crime increase in Latin America has occurred in parallel with a change in police policy in territories. Along with the processes of militarization and police repression, strategies of co-production have been inspired by community policing, but the articulation of both in urban margins has been understudied. Our hypothesis affirms the coexistence and ambivalence of both social assistance and abusive practices against the city's poor. Qualitative methods conducted in Santiago, Chile, show police policy involves both dimensions, which are strongly rooted in identity elements of the military tradition of the region's police forces.

Dilemas, Rev. Estud. Conflito Controle Soc. – Rio de Janeiro – Vol. 15 – no 1 – JAN-ABR 2022 – pp. 1-26  

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Embodying the deported spectacle in Tijuana. The lived experiences of Mexican deported men who stay in temporary male-exclusive shelters in Tijuana.

By Renato de Almeida Arão Galhardi 

  Historically, Mexicans deported from the United States tend to be overwhelmingly adult men, where the Mexican borderscape of Tijuana is and continues to be the primary site (and sight) where the majority of deported Mexicans are sent to when deported from the United States. Consequently, the semiotic social topography of Tijuana is peopled through the experiences of deportation. How, then, do Mexican deportees negotiate, mediate and articulate their lived experiences of migration? Working with my ethnographic research in Tijuana, during August 2021 and March 2022, I address the ontopological conditioning of living as a deportee in a borderscape such as Tijuana, assessing how their phenomenographic experiences are shaped by the bordering of the Border, and how Mexican deported men are often “unjustly suffering” and enduring “the bare life.” Through discussions on coloniality of Being, I build off Nicolas de Genova’s “border spectacle,” and argue that deportation is better described through its own “spectacle,” the “deportation spectacle,” highlighting how deportees perform and negotiate their agency between the tensions of suffering and resiliency as a consequence of the practices of imposed by deportation. I posit that deportation is not the end of a process, but reshapes migrancy continuity within new constraints, challenges and obstacles. Finally, I conclude by emphasizing the need to recognize misrepresented, misinterpreted and misdiagnosed populations such as deportees in borderscapes such as Tijuana, in order to better attend to the challenges that deportation creates.   

Working Paper No. 2023/07 September 2023  

Toronto: Metropolitan University, 2023. 23p.

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Text mining police narratives of domestic violence events to identify coercive control behaviours

By Min-Taec Kim and George Karystianis (UNSW)
AIM To construct a measure of coercive control behaviours from free-text narratives recorded by the NSW Police Force for each domestic violence event, and to assess how useful this measure might be in detecting coercive control behaviours when combined with existing measures and/ or predicting which events are followed by violence within 12 months. METHOD We developed a text-mining system to capture a (non-exhaustive) set of behaviours that could be used to exert coercive control. Our text mining system consisted of a set of rules and dictionaries, with our definition of ‘coercive control behaviours’ drawn from Stark (2007). We concentrated on behaviours that were not already well captured by fixed fields in the police system. We applied this text mining system across all police narratives of domestic violence events recorded between 1 January 2009 and 31 March 2020, and used this data to construct our measure of coercive control behaviour. We then compared the incidence of coercive control behaviours using our measure against existing incident categories (where they exist). Finally, we estimated a gradient boosted decision tree (xgboost) model three times (once with standard predictors, once with just our coercive control measure, and once with both sets of variables included) and compared the performance of each model. This allowed us to estimate the contribution of our measure for improving the prediction of future violence. RESULTS There were 852,162 behaviours extracted by the text-mining system across 526,787 domestic violence events, with 57% of these events having at least one coercive control behaviour detected and 8% having three or more distinct subcategories of coercive control behaviours. These events were associated with 223,645 unique persons of interest. Our text mining system agreed with the pre-existing police incident categories (where they exist) in 80 to 99% of cases, with the text mining approach identifying an additional 30 to 60% of events that were not identified using the police incident categories, depending on the behaviour. The inclusion of the text mining variables did not improve the performance of our predictive model. CONCLUSION Our text mining system successfully extracted coercive control behaviours from police narratives, allowing us to identify how often these events are recorded in police narratives and supplement existing police categories of DV behaviours. Use of our measure in conjunction with existing incident categories significantly expands our ability to identify coercive control behaviours, however it does not improve our ability to predict which events are followed by further domestic violence.  

Crime and Justice Bulletin No. CJB260. No. 26o
Sydney:  NSW Bureau of Crime Statistics and Research. 2023. 28p.

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Trends in domestic violence-related stalking and intimidation offences in the criminal justice system: 2012 to 2021

By Stephanie Ramsey, Min-Taec Kim and Jackie Fitzgerald  
AIM This paper describes the significant rise in incidents of domestic violence-related stalking and intimidation recorded in NSW over the 10 years to 2021 and their passage through the criminal justice system. METHOD Characteristics of stalking/intimidation incidents from 2012 to 2021 were collated from the NSW Police and Criminal Courts databases. We focus on those flagged as ‘domestic violencerelated’. Additional information about these incidents was obtained through text mining 12,676 police domestic violence-related stalking/intimidation narratives. RESULTS Key findings: • Domestic violence-related stalking/intimidation incidents recorded by NSW Police increased 110 per cent from 2012 to 2021 (from 8,120 to 17,063). • Police legal proceedings for domestic violence-related stalking/intimidation incidents increased 163.8 per cent from 2012 to 2021 (from 4,469 to 11,789). • Domestic violence-related ‘stalking/intimidation’ typically involves threats, intimidation and verbal abuse (not stalking). • Court appearances including a domestic violence-related stalking/intimidation charge increased 63.8 percent from 2014 to 2021 (from 3,562 to 5,836). • Courts consider domestic violence-related stalking/intimidation seriously, with one in eight offenders sentenced to a custodial penalty. The number of custodial sentences increased 96.1% from 2014 to 2021 (from 311 to 610). • The increase in stalking/intimidation has had a pronounced effect on Aboriginal people who accounted for 28% of court finalisations and 52% of custodial penalties in 2021. The number of Aboriginal people receiving a custodial penalty increased 101% in eight years from 158 in 2014 to 317 in 2021. CONCLUSION The substantial increase in stalking/intimidation offences in the criminal justice system seems more likely to reflect changes in the police response to domestic violence rather than a change in criminal behaviour. 
  (Bureau Brief No. 159).
 Sydney: NSW Bureau of Crime Statistics and Research, 2022. 19p.

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Improving police risk assessment of intimate partner violence

By Felix Leung and Lily Trimboli
Background

Previous research has shown that the NSW Police Force’s Domestic Violence Safety Assessment Tool, the DVSAT, has poor predictive accuracy in discriminating those who experience intimate partner re-victimisation from those who do not (Ringland, 2018). The aim of this study was to develop a tool with better predictive accuracy than the DVSAT. Using police data on 234,454 incidents of intimate partner violence recorded between January 2016 and December 2018, we evaluated four predictive models of intimate partner re-victimisation:
• NRAP-all: a model with all 16 risk factors identified in the National Risk Assessment Principles (NRAP) developed by Australia’s National Research Organisation for Women’s Safety (ANROWS);
• NRAP-10: a model with only the 10 high-risk factors identified by ANROWS in the NRAP;
• SAFVR: the Static Assessment of Family Violence Recidivism (SAFVR), developed by the New Zealand Police; and
• DVSAT-8: a model with the eight items from the NSW DVSAT that are most predictive of repeat victimisation.

Key findings

Of the four models, only the two NRAP models had acceptable predictive performance (i.e., with an Area under the Curve (AUC) above 0.7). The model with the highest AUC was the NRAP model that combined all 16 risk factors identified by ANROWS (with an average AUC of 0.732). When tested on unseen data, its out-of-sample AUC was similar, at 0.738. The simpler NRAP-10 model performed only slightly worse with an average AUC of 0.728.
Further analysis found that the best performing NRAP model could be simplified, with almost no loss in predictive performance. Of the 16 risk factors in the NRAP model, a simplified model using only the best five predictors delivered an out-of-sample AUC of 0.734.

(Crime and Justice Bulletin No. 244).    

Sydney: NSW Bureau of Crimes Statistics and Research, 2022. 27p.

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The long and short of it: The impact of Apprehended Domestic Violence Order duration on offending and breaches

By Adam Teperski and Stewart Boiteux

AIM To examine whether longer apprehended domestic violence orders (ADVO) are associated with changes in domestic violence (DV) offending and ADVO breaches. METHOD A dataset of 13,717 defendants who were placed on an ADVO after a DV incident between January 2016 and April 2018 was extracted from the NSW Bureau of Crime and Statistics and Research’s ADVO database. This included 10,820 defendants subject to a final 12-month order, and 2,897 defendants subject to a final 24-month order. We utilised an entropy balancing matching approach to ensure groups of defendants subjected to differing ADVO lengths were comparable and implemented an event study analysis to examine quarterly differences in offending outcomes in the three years after the start of the order. In doing so, we were able to examine relative differences in offending in the first 12 months (where both groups were subject to an ADVO), the second 12 months (where only the 24-month ADVO group were subject to an ADVO), and the third 12 months (where neither group were subject to an ADVO). RESULTS In the 12 to 24 month period, where ADVOs with a longer duration were active and shorter ADVOs were not, longer ADVOs were associated with increased breach offending and decreased DV offending. Specifically, in the 5th, 6th and 7th quarters after the beginning of a final order we observed 3.4 percentage points (p.p.), 4.1 p.p., and 2.3 p.p. increases in defendants breaching their ADVO, respectively. When considering baseline rates of breaching, this represents relative increases of 79% to 161%. In the 5th, 6th, and 7th quarters after the beginning of a finalised order, longer ADVOs were associated with respective 1.8 p.p., 2.0 p.p., and 3.1 p.p. decreases in DV offending, reflecting relative decreases in DV offending by 41% to 59%. We find no group differences in DV offending or breaches in the subsequent 12 months, when ADVOs for both groups had expired. While the study examined multiple factors related to both longer ADVO length and offending, we cannot exclude the possibility that unobserved factors may be influencing our results. CONCLUSION Relative to 12-month ADVOs, 24-month ADVOs were associated with an increase in the probability that an offender breaches the conditions of their ADVO, and a decrease in the probability that an offender commits a proven DV offence.
Crime and Justice Bulletin No. CJB261; no. 221
Sydney: NSW Bureau of Crime Statistics and Research, 2023. 34p.

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Parole decisions about perpetrators of domestic violence in England and Wales

By Chris DykeCarol RivasKaren Schucan Bird

This study, the first to examine parole decisions for perpetrators of domestic violence in England and Wales, examines how parole boards reach decisions through a thematic analysis of interviews with 20 Parole Board members, alongside logistic regressions of all 137 parole decisions about perpetrators in an 18-month period. In this sample, recommendations of professionals, especially psychologists, were by far the strongest predictor of a release decision. The nature of offending was also significant in predicting release. Size and composition of the panel may also affect decisions. More panel members, and longitudinal feedback, may encourage more reflective, considered decision making.

The Howard Journal of Crime and Justice,  22 January 2024

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Predicting high-harm offending using national police information systems: An application to outlaw motorcycle gangs

By  Timothy Cubitt and Anthony Morgan

Risk assessment is a growing feature of law enforcement and an important strategy for identifying high-risk individuals, places and problems. Prediction models must be developed in a transparent way, using robust methods and the best available data. But attention must also be given to implementation. In practice, the data available to law enforcement from police information systems can be limited in their completeness, quality and accessibility. Prediction models need to be tested in as close to real-world settings as possible, including using less than optimal data, before they can be implemented and used. In this paper we replicate a prediction model that was developed in New South Wales to predict high-harm offending among outlaw motorcycle gangs nationally and in other states. We find that, even with a limited pool of data from a national police information system, high-harm offending can be predicted with a relatively high degree of accuracy. However, it was not possible to reproduce the same prediction accuracy achieved in the original model. Model accuracy varied between jurisdictions, as did the power of different predictive factors, highlighting the importance of considering context. There are trade-offs in real-world applications of prediction models and consideration needs to be given to what data can be readily accessed by law enforcement agencies to identify targets for prioritisation.

Canberra: Australian Institute of Criminology. 2024, 47pg

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