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Crime and coronavirus: social distancing, lockdown, and the mobility elasticity of crime

By Eric Halford, Anthony Dixon, Graham Farrell, Nicolas Malleson and Nick Tilley

Governments around the world restricted movement of people, using social distancing and lockdowns, to help stem the global coronavirus (COVID-19) pandemic. We examine crime effects for one UK police force area in comparison to 5-year averages. There is variation in the onset of change by crime type, some declining from the WHO ‘global pandemic’ announcement of 11 March, others later. By 1 week after the 23 March lockdown, all recorded crime had declined 41%, with variation: shoplifting (−62%), theft (−52%), domestic abuse (−45%), theft from vehicle (−43%), assault (−36%), burglary dwelling (−25%) and burglary non-dwelling (−25%). We use Google Covid-19 Community Mobility Reports to calculate the mobility elasticity of crime for four crime types, finding shoplifting and other theft inelastic but responsive to reduced retail sector mobility (MEC=0.84, 0.71 respectively), burglary dwelling elastic to increases in residential area mobility (−1), with assault inelastic but responsive to reduced workplace mobility (0.56). We theorise that crime rate changes were primarily caused by those in mobility, suggesting a mobility theory of crime change in the pandemic. We identify implications for crime theory, policy and future research

Crime Science 2020 9:11

Minor covid-19 association with crime in Sweden

By Manne Gerell, Johan Kardell and Johanna Kindgren

The covid-19 disease has a large impact on life across the globe, and this could potentially include impacts on crime. The present study describes how crime has changed in Sweden during ten weeks after the government started to implement interventions to reduce spread of the disease. Sweden has undertaken smaller interventions than many other countries and is therefore a particularly interesting case to study. The first major interventions in Sweden were implemented in the end of week 11 (March 12th) in the year 2020, and we analyze police reported crimes through week 21 (ending May 24th). Descriptive statistics are provided relative to expected levels with 95% confidence intervals for eight crime types. We found that total crime, assaults, pickpocketing and burglary have decreased significantly, personal robberies and narcotics crime are unchanged. Vandalism possibly increased somewhat but is hard to draw any frm conclusions on. The reductions are fairly small for most crime types, in the 5–20% range, with pickpocketing being the biggest exception noting a 59% drop relative to expected levels.

Crime Science 2020 9:19

Disentangling community-level changes in crime trends during the COVID-19 pandemic in Chicago

By Gian Maria Campedelli, Serena Favarin, Alberto Aziani and Alex R. Piquero

Recent studies exploiting city-level time series have shown that, around the world, several crimes declined after COVID-19 containment policies have been put in place. Using data at the community-level in Chicago, this work aims to advance our understanding on how public interventions affected criminal activities at a finer spatial scale. The analysis relies on a two-step methodology. First, it estimates the community-wise causal impact of social distancing and shelter-in-place policies adopted in Chicago via Structural Bayesian Time-Series across four crime categories (i.e., burglary, assault, narcotics-related offenses, and robbery). Once the models detected the direction, magnitude and significance of the trend changes, Firth’s Logistic Regression is used to investigate the factors associated with the statistically significant crime reduction found in the first step of the analyses. Statistical results first show that changes in crime trends differ across communities and crime types. This suggests that beyond the results of aggregate models lies a complex picture characterized by diverging patterns. Second, regression models provide mixed findings regarding the correlates associated with significant crime reduction: several relations have opposite directions across crimes with population being the only factor that is stably and positively associated with significant crime reduction.

Crime Science 2020 9:21

Somehow I always end up alone: COVID-19, social isolation and crime in Queensland, Australia

By Martin A. Andresen and Tarah Hodgkinson

The COVID-19 pandemic has dramatically affected social life. In efforts to reduce the spread of the virus, countries around the world implemented social restrictions, including social distancing, working from home, and the shuttering of numerous businesses. These social restrictions have also affected crime rates. In this study, we investigate the impact of the COVID-19 pandemic on the frequency of offending (crimes include property, violence, mischief, and miscellaneous) in Queensland, Australia. In particular, we examine this impact across numerous settings, including rural, regional and urban. We measure these shifts across the restriction period, as well as the staged relaxation of these restrictions. In order to measure the impact of this period we use structural break tests. In general, we find that criminal offences have significantly decreased during the initial lockdown, but as expected, increased once social restrictions were relaxed. These findings were consistent across Queensland’s districts, save for two areas. We discuss how these findings are important for criminal justice and social service practitioners when operating within an extraordinary event.

Crime Science 2020 9:25

Six months in: pandemic crime trends in England and Wales

By Samuel Langton, Anthony Dixon and Graham Farrell

Governments around the world have enforced strict guidelines on social interaction and mobility to control the spread of the COVID-19 virus. Evidence has begun to emerge which suggests that such dramatic changes in people’s routine activities have yielded similarly dramatic changes in criminal behavior. This study represents the frst ‘look back’ on six months of the nationwide lockdown in England and Wales. Using open police-recorded crime trends, we provide a comparison between expected and observed crime rates for fourteen diferent ofence categories between March and August, 2020. We fnd that most crime types experienced sharp, short-term declines during the frst full month of lockdown. This was followed by a gradual resurgence as restrictions were relaxed. Major exceptions include anti-social behavior and drug crimes. Findings shed light on the opportunity structures for crime and the nuances of using police records to study crime during the pandemic.

Crime Science 2021 10:6

In the post-COVID-19 era, is the illegal wildlife trade the most serious form of trafficking?

By J. Sean Doody, Joan A. Reid, Klejdis Bilali, Jennifer Diaz and Nichole Mattheus

Despite the immense impact of wildlife trafficking, comparisons of the profits, costs, and seriousness of crime consistently rank wildlife trafficking lower relative to human trafficking, drug trafficking and weapons trafficking. Using the published literature and current events, we make the case, when properly viewed within the context of COVID-19 and other zoonotic diseases transmitted from wildlife, that wildlife trafficking is the most costly and perhaps the most serious form of trafficking. Our synthesis should raise awareness of the seriousness of wildlife trafficking for humans, thereby inducing strategic policy decisions that boost criminal justice initiatives and resources to combat wildlife trafficking.

Crime Sci. 2021; 10(1): 19.

Offline crime bounces back to pre-COVID levels, cyber stays high: interrupted time-series analysis in Northern Ireland

By David Buil-Gil, Yongyu Zeng and Steven Kemp

Much research has shown that the first lockdowns imposed in response to the COVID-19 pandemic were associated with changes in routine activities and, therefore, changes in crime. While several types of violent and property crime decreased immediately after the first lockdown, online crime rates increased. Nevertheless, little research has explored the relationship between multiple lockdowns and crime in the mid-term. Furthermore, few studies have analysed potentially contrasting trends in offline and online crimes using the same dataset. To fill these gaps in research, the present article employs interrupted time-series analysis to examine the effects on offline and online crime of the three lockdown orders implemented in Northern Ireland. We analyse crime data recorded by the police between April 2015 and May 2021. Results show that many types of traditional offline crime decreased after the lockdowns but that they subsequently bounced back to pre-pandemic levels. In contrast, results appear to indicate that cyber-enabled fraud and cyber-dependent crime rose alongside lockdown-induced changes in online habits and remained higher than before COVID-19. It is likely that the pandemic accelerated the long-term upward trend in online crime. We also find that lockdowns with stay-at-home orders had a clearer impact on crime than those without. Our results contribute to understanding how responses to pandemics can influence crime trends in the mid-term as well as helping identify the potential long-term effects of the pandemic on crime, which can strengthen the evidence base for policy and practice.

Crime Science 2021 10:26

A multilevel examination of the association between COVID-19 restrictions and residence-to-crime distance

By Theodore S. Lentz, Rebecca Headley Konkel, Hailey Gallagher and Dominick Ratkowski

Restrictions resulting from the COVID-19 pandemic interrupted people’s daily routine activities. Rooted in crime pattern and routine activity theories, this study tests whether the enactment of a Safer-at-Home mandate was associated with changes in the distance between individuals’ home addresses and the locations of where they committed crimes (i.e., residence-to-crime distance). Analyses are based on violent (N=282), property (N=1552), and disorder crimes (N=1092) reported to one police department located in a United States’ Midwest suburb. Multilevel models show that residence-to-crime distances were significantly shorter during the Safer-at-Home order, compared to the pre- and post-Safer-at-Home timeframes, while controlling for individual and neighborhood characteristics. Additionally, these relationships varied by crime type. Consistent with the literature, the findings support the argument that individuals tend to offend relatively near their home address. The current findings extend the state of the literature by highlighting how disruptions to daily routine activities stemming from the COVID-19 pandemic led to alterations in crime patterns, in which analyses indicated shorter distances between home address and offense locations.

Crime Science 2022 11:12

Domestic abuse in the Covid-19 pandemic: measures designed to overcome common limitations of trend measurement

By Sarah Hodgkinson, Anthony Dixon, Eric Halford and Graham Farrell

Research on pandemic domestic abuse trends has produced inconsistent findings reflecting differences in definitions, data and method. This study analyses 43,488 domestic abuse crimes recorded by a UK police force. Metrics and analytic approaches are tailored to address key methodological issues in three key ways. First, it was hypothesised that reporting rates changed during lockdown, so natural language processing was used to interrogate untapped free-text information in police records to develop a novel indicator of change in reporting. Second, it was hypothesised that abuse would change differentially for those cohabiting (due to physical proximity) compared to non-cohabitees, which was assessed via a proxy measure. Third, the analytic approaches used were change-point analysis and anomaly detection: these are more independent than regression analysis for present purposes in gauging the timing and duration of significant change. However, the main findings were largely contrary to expectation: (1) domestic abuse did not increase during the first national lockdown in early 2020 but increased across a prolonged post-lockdown period, (2) the post-lockdown increase did not reflect change in reporting by victims, and; (3) the proportion of abuse between cohabiting partners, at around 40 percent of the total, did not increase significantly during or after the lockdown. The implications of these unanticipated findings are discussed.

Crime Science 2023 12:12

Measuring the Impact of the State of Emergency on Crime Trends in Japan: A Panel data Analysis

By Takahito Shimada, Ai Suzuki and Mamoru Aremiya

Background: City-specific temporal analysis has been commonly used to investigate the impact of COVID-19-related behavioural regulation policies on crime. However, these previous studies fail to consider differences in the intensity of intervention among cities and the impact of these behavioural regulation policies on crime trends nationwide. This study performs panel data analyses to examine how the declaration of a state of emergency (SoE) affected ambient population and crime in Japan, taking advantage of the fact that the SoE was implemented at different times in different prefectures. Methods: The current study uses two sets of panel data of 47 prefectures for 22 weeks from February to July 2020: (1) the data on ambient population in five types of locations provided by the Google Mobility Reports, and (2) official crime data of six types of crime: residential burglary, commercial burglary, theft of/from vehicle, bicycle theft, sexual assault, and violence and injury. Firstly, an ordinary least squares regression analysis was performed to examine the impact of the SoE on the ambient population. Then a negative binomial model with fixed effects was adopted to examine the effect of the ambient population on the crime trends. Findings: The SoE declaration was found to increase the ambient population in 'residential', and decrease that in other settings including 'workplaces', 'transit stations', and 'retail and recreation' in targeted prefectures. Spill-over effects of the SoE were observed on the ambient population of non-SoE prefectures. The ambient population have impacted five out of the six types of crime examined, except for sexual assault. After controlling for the ambient population, we observed an increase in commercial burglary and theft of/from the vehicle in all prefectures during the SoE weeks, compared to the weeks when the SoE was not declared. Conclusions: The declaration of the SoE during the COVID-19 pandemic changed the ambient population in the SoE-prefectures, resulting the changes in crime levels as well. In addition, the implementation of the SoE in specific prefectures was found to have a contextual impact on national-level crime trends. Furthermore, the implementation of the SoE caused changes in some crime types that could not be explained by the changes in the ambient population, suggesting that the implementation of the SoE affected offenders' decision-making. It is also worth noting that the changes in ambient population and crime trends during the pandemic were observed in Japan where the behavioural regulation policy without law enforcement was introduced.

Crime Science 2023 12:13

Technologies of Crime Prediction: The Reception of Algorithms in Policing and Criminal Courts

By Sarah Brayne and Angele Christin

The number of predictive technologies used in the U.S. criminal justice system is on the rise. Yet there is little research to date on the reception of algorithms in criminal justice institutions. We draw on ethnographic fieldwork conducted within a large urban police department and a midsized criminal court to assess the impact of predictive technologies at different stages of the criminal justice process. We first show that similar arguments are mobilized to justify the adoption of predictive algorithms in law enforcement and criminal courts. In both cases, algorithms are described as more objective and efficient than humans’ discretionary judgment. We then study how predictive algorithms are used, documenting similar processes of professional resistance among law enforcement and legal professionals. In both cases, resentment toward predictive algorithms is fueled by fears of deskilling and heightened managerial surveillance. Two practical strategies of resistance emerge: footdragging and data obfuscation. We conclude by discussing how predictive technologies do not replace, but rather displace discretion to less visible—and therefore less accountable— areas within organizations, a shift which has important implications for inequality and the administration of justice in the age of big data.

Social Problems, Volume 68, Issue 3, August 2021, Pages 608–624,

Illegal waste fly-tipping in the Covid-19 pandemic: enhanced compliance, temporal displacement, and urban–rural variation

By Anthony C. Dixon, Graham Farrell & Nick Tilley

Objective

Illegal dumping of household and business waste, known as fly-tipping in the UK, is a significant environmental crime. News agencies reported major increases early in the COVID-19 pandemic when waste disposal services were closed or disrupted. This study examines the effect of lockdowns on illegal dumping in the UK.

Method

A freedom of information request was sent to all local authorities in the UK asking for records of reported incidents of fly-tipping for before and after the first national lockdown. ARIMA modelling and year-on-year comparison was used to compare observed and expected levels of fly-tipping. Urban and rural local authorities were compared.

Results

A statistically significant decline in fly-tipping during the first lockdown was followed by a similar increase when lockdown ended. The effects largely cancelled each other out. There was pronounced variation in urban–rural experience: urban areas, with higher rates generally, experienced most of the initial drop in fly-tipping while some rural authorities experienced an increase.

Conclusion

Waste services promote compliance with laws against illegal dumping. When those services were disrupted during lockdown it was expected that fly-tipping would increase but, counter-intuitively, it declined. This enhanced compliance effect was likely due to increased perceived risk in densely populated urban areas. However, as lockdown restrictions were eased, fly-tipping increased to clear the backlog, indicating temporal displacement.

Crime Science (2022) 11:8 https://doi.org/10.1186/s40163-022-00170-3

Diversifying Violence: Mining, export-agriculture, and criminal governance in Mexico

By Joel Salvador Herrera and , Cesar B. Martinez-Alvarez

A growing body of evidence suggests that criminal organizations across the Global South actively exploit natural resources in the communities where they operate with important sociopolitical consequences. In this article, we investigate the case of Mexico where the incursion of criminal groups into the mining and export-agricultural sectors impacts violence at the local level. We propose two mechanisms that explain why criminal groups diversify. First, the war-profit motive suggests that competition and state repression prompt criminal organizations to look for non-traditional sources of incomes and to build up their violence-making capacities. Second, the governance motive suggests that extracting rents from key industries represents a strategy for these organizations to establish territorial control in local communities. Using homicide data from 2007 to 2011, we demonstrate that access to primary sector revenues is associated with higher levels of violence among Mexican municipalities. Using qualitative evidence from Michoacán, we show how the introduction of criminal governance systems to rural areas was a key factor in explaining why criminal groups diversified toward mining and export-agriculture.

World Development. Volume 151, March 2022, 105769

Regulating Illicit Gold: Obstacles and Opportunities in the United States

By: Henry Peyronnin

Regulating Illicit Gold draws on C4ADS analysis of the illicit gold trade to identify obstacles facing regulators and companies as they seek to achieve compliance with conflict minerals regulations, highlights the limitations of existing US laws pertaining to illegal gold and other minerals, and explores several potential areas in which these regulations can be strengthened or extended.

US lawmakers and public officials recognize the trade in illicit gold as a pressing environmental and social problem, but no comprehensive regulatory framework exists under which to stop the flow of illicit gold to the United States. The challenge of tracing gold supply chains is complicated by four key factors: gold’s physical and commercial characteristics; the growing sophistication of illicit gold trading networks; corruption in source, transit, and destination countries; and the fragmentation of the global gold market. Although two laws partially address this regulatory gap in the United States, neither provides a strong set of rules that apply equally to public companies and private entities. Regulating Illicit Gold draws on C4ADS analysis of the illicit gold trade to identify obstacles facing regulators and companies as they seek to achieve compliance with conflict minerals regulations, highlight the limitations of existing US laws pertaining to illegal gold and other minerals, and explores several potential areas in which these regulations can be strengthened or extended.

Washington, DC: C4ADS March, 2021. 18p.

Litterbugs 2.0: The Post-Covid Fight in the Battle Against Litter

By James Allan

Litter is ugly and an overwhelming majority of Britons want action. Since the 1960s littering has increased by 500%. Years of inaction, compounded by a lack of personal responsibility and a sharp increase in littering during the COVID-19 pandemic has made the problem worse.

Policy Exchange first recommended a national and coordinated approach to litter in Litterbugs published in 2009, but it was not until 2017 that the Government published the first ever national strategy that dealt with litter and littering behaviour. Furthermore, in 2022 the Office for Environmental Protection has said that the Government has yet to move beyond mere commitments to policy delivery.

This report calls for the Government to implement a new and revitalised Litter Strategy, including a significantly more aggressive approach to fines, including higher penalties, with a Local Authority League Table to name and shame those councils that are not using their powers; a new National Litter Awareness Course (modelled on the National Speed Awareness Course), backed by educational campaigns, to transform attitudes to personal responsibility; increased investment in bin infrastructure, with consideration of bins embedded in local design codes; and a large scale pilot of a digitised Deposit Return Scheme to enhance recycling.

London: Policy Exchange, 2023. 45p.

Using conservation criminology to understand the role of restaurants in the urban wild meat trade

By Sarah Gluszek, Julie Viollaz, Robert Mwinyihali, Michelle Wieland, Meredith L. Gore

At unsustainable rates and in illegal contexts, the wild meat trade is a driver of species extinction; it can also threaten ecosystem services, local food secu-rity and contribute to the risk of zoonotic disease spread. The restaurant and catering sectors are understudied groups in conservation, both with regards to the legal and illegal wild meat trade and particularly in urban areas. Restaura-teurs are key actors between wild meat consumers and suppliers and thus play a central role in the supply chain. This study applied a crime science hotproduct approach to characterize: (a) restaurateur perceptions of urban wild meat consumption; (b) wildlife species most at risk in the urban wild meat trade; and (c) the differences between restaurants in Kinshasa (DemocraticRepublic of the Congo) and Brazzaville (Republic of the Congo). Through Focus groups in both cities, participants affirmed that in urban centers wild meat is considered a luxury item and sign of wealth. Monkeys were seen as a hot product in both cities, but we found a greater variety of hot wild meat products in Brazzaville. When looking at the differences between the restau-rant tier levels, middle-tiered restaurants identified pangolin and antelopes asbeing hot products, rather than monkeys as with upper and lower-tiered res-taurants. By applying a hot product analysis, we identified the wild meat groups most likely to be targeted by the urban wild meat trade. Findings Herein offer novel opportunities to better tailor and prioritize conservation interventions against illegal trade using design against crime or other crime prevention strategies.KEYWORDSbushmeat, Congo Forest Basin, elephant, hot product analysis, illegal wildlife trade, monkeys,pangolins, wildlife trafficking†Tn behalf of Society for Conservation Biology

Conservation Science and Practice Volume 3, Issue 5, 2021.

Lethal Experiment: How the CITES-approved ivory sale led to increased elephant poaching

By Allan Thornton, et al.

A report into how the first CITES-approved ivory sale led to an increase in elephant poaching.

In 1997, CITES Parties voted to down-list the elephant populations of Botswana, Namibia and Zimbabwe, followed swiftly by a supposedly one-time only sale in 1999 of stockpiled ivory to Japan.

This report provides documentation of the resulting soaring rates across the African continent, despite the predictions of ‘experts’ that such a sale would satiate the market.

London: Environmental Investigation Agency (EIA), 2020. 36p.

A Question of Scales: Assessing strategies for countering illegal trafficking of Pangolins in Africa

By Richard Chelin

Pangolin trafficking is not simply an environmental management problem – it is a transnational organised crime.

Pangolins – also known as scaly anteaters – are among the most trafficked wildlife species in Africa and are considered the most trafficked mammal globally. The huge demand for their scales and meat, largely from Southeast Asia, has created a lucrative illicit market run by transnational criminal syndicates.

In Africa, most countries use generic anti-wildlife crime policies and strategies to address the illicit trade in pangolins. This approach fails to address specific issues related to the protection of pangolins, such as the loopholes in policies in dealing with the illegal trade in the species.

This policy brief identifies the gaps in existing policies and strategies, and offers evidence-based policy recommendations for the protection of pangolins and to stem illicit trade in Africa.

Enact Africa, 2019. 16p.

Changes in alcohol consumption associated with social distancing and self-isolation policies triggered by COVID-19 in South Australia: a wastewater analysis study

By Richard Bade, Bradley S. Simpson, Maulik Ghetia, Lynn Nguyen, Jason M. White, Cobus Gerber

Aim: To assess the effects of social distancing and social isolation policies triggered by COVID-19 on alcohol consumption using wastewater analysis in Adelaide, South Australia.

Design: Longitudinal quantitative analysis of influent wastewater data for alcohol concentration.

Setting: Adelaide, South Australia.

Participants: Wastewater catchment area representative of 1.1 million inhabitants.

Measurements: Twenty-four hour composite influent wastewater samples were collected from four wastewater treatment plants in Adelaide, South Australia for 7 consecutive days (Wednesday–Tuesday) every 2 months from April 2016–April 2020. The alcohol metabolite ethyl sulfate was measured in samples using chromatography–tandem mass spectrometry. Data were population-weighted adjusted with consumption expressed as standard drinks/day/1000 people. Weekly consumption and weekend to mid-week consumption ratios were analysed to identify changes in weekday alcohol use pattern.

Findings: Estimated weekend alcohol consumption was significantly lower (698 standard drinks/day/1000 people) after self-isolation measures were enforced in April 2020 compared with the preceding sampling period in February 2020 (1047 standard drinks/day/1000 people), P < 0.05. Weekend to midweek consumption ratio was 12% lower than the average ratio compared with all previous sampling periods. April 2020 recorded the lowest alcohol consumption relative to April in previous years, dating back to 2016.

Conclusions: Wastewater analysis suggests that introduction of social distancing and isolation policies triggered by COVID-19 in Adelaide, South Australia, was associated with a decrease in population-level weekend alcohol consumption.

Addiction, Volume116, Issue6. June 2021. Pages 1600-1605

COVID-19 Restrictions, Pub Closures, and Crime in Oslo, Norway

By Manne Gerell, Annica Allvin, Michael Frith & Torbjørn Skardhamar

Alcohol consumption and crime are closely linked and there is often more crime near pubs and bars. Few studies have considered the impact of restricting access to pubs or bars on crime, and the present study aims to provide more insight into this by using the restrictions to combat the COVID-19 pandemic as a natural experiment. In Oslo, Norway, alcohol serving was banned twice during 2020, and at other times during the year, restrictions were placed on how late it could be served. In the present paper, these restrictions are analysed, alongside more general COVID-19 restrictions, to assess their association with crime. To identify these, we employ negative binomial regression models of daily crime counts for nine types of crime adjusted for the day of the week, the week of the year, and the year itself. This is in addition to the presence, or absence, of alcohol-related restrictions and more general COVID-19 restrictions. The findings suggest that both, general restrictions and bans on serving alcohol, reduced crime, although not universally across all crime types and times of the day. When pubs are ordered not to sell alcohol after midnight there appears to be an unexpected increase in crime.

Nordic Journal of Criminology. 2022, 23 (2), 136-155, DOI: https://doi.org/10.1080/2578983X.2022.2100966