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CRIME

CRIME-VIOLENT & NON-VIOLENT-FINANCLIAL-CYBER

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

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

Explaining the Recent Homicide Spikes in U.S. Cities: The “Minneapolis Effect” and the Decline in Proactive Policing

By Paul G. Cassell

Recently, major cities across the country have suffered dramatic spikes in homicides. These sudden spikes are remarkably large and widespread. At this rate, 2020 will easily be the deadliest year in America for gun-related homicides since at least 1999, while most other major crime categories are trending stable or slightly downward.

This article attempts to explain why so many cities have seen extraordinary increases in murder during the summer of 2020. A close analysis of the emerging crime patterns suggests that American cities may be witnessing significant declines in some forms of policing, which in turn are producing the homicide spikes. Crime rates are increasing only for a few specific categories—namely homicides and shootings. These crime categories are particularly responsive to reductions in proactive policing. The data also pinpoint the timing of the spikes to late May 2020, which corresponds with the death of George Floyd while in police custody in Minneapolis and subsequent antipolice protests—protests that likely led to declines in law enforcement.

The thesis of this article is that the recent spikes in homicides have been caused by a “Minneapolis Effect,” similar to the earlier “Ferguson Effect.” Specifically, law enforcement agencies have been forced to divert resources from normal policing to patrolling demonstrations. And even as the anti-police protests have abated, police officers have scaled back on proactive or officer-initiated law enforcement, such as street stops and other forms of policing designed to prevent firearm crimes. If this thesis is correct, it is reasonable to estimate that, as a result of de-policing during June and July 2020, approximately 710 additional victims were murdered and more than 2,800 victims were shot. Of course, this estimate relies on various assumptions, and further research on the issues surrounding the homicide spikes should be an urgent priority.

If this article’s thesis about a Minneapolis Effect is correct, an important implication is that policy makers in major cities should proceed cautiously before taking steps to “defund” the police in ways that might reduce the proactive policing that is important in preventing gun violence.\

Federal Sentencing Reporter (2020) 33 (1-2): 83–127.

Report on Indicators of School Crime and Safety: 2022

By Irwin, Véronique; Wang, Ke; Cui, Jiashan; Thompson, Alexandra (Statistician)

From the document: "'Report on Indicators of School Crime and Safety: 2022' provides the most recent national indicators on school crime and safety. The information presented in this report serves as a reference for policymakers and practitioners so that they can develop effective programs and policies aimed at violence and school crime prevention. Accurate information about the nature, extent, and scope of the problem being addressed is essential for developing effective programs and policies. This is the 25th edition of Indicators of School Crime and Safety, a joint effort of the Bureau of Justice Statistics (BJS) and the National Center for Education Statistics (NCES). This report provides summary statistics to inform the nation about current aspects of crime and safety in schools. 'Report on Indicators of School Crime and Safety' includes the most recent available data at the time of its development, compiled from a number of statistical data sources supported by the federal government. Such sources include results from the School-Associated Violent Death Surveillance System, sponsored by the U.S. Department of Education, the U.S. Department of Justice, and the Centers for Disease Control and Prevention (CDC); the National Vital Statistics System, sponsored by CDC; the School Shooting Safety Compendium, sponsored by the U.S. Department of Defense; the Studies of Active Shooter Incidents, sponsored by the Federal Bureau of Investigation; the National Crime Victimization Survey and School Crime Supplement to that survey, sponsored by BJS and NCES, respectively; the Youth Risk Behavior Surveillance System, sponsored by CDC; the School Survey on Crime and Safety, Fast Response Survey System, ED'Facts', and National Teacher and Principal Survey, all sponsored by NCES; and the Campus Safety and Security Survey, sponsored by the U.S. Department of Education. Some of these data are collected annually, while others are collected less frequently."

Washington D.D. National Center For Education Statistics; United States. Bureau Of Justice Statistics. 2023.. 38p.

Drugs, Sex and Crime -- Empirical Contributions

Edited by Danilo Antonio Baltieri

This book covers some recent researches on the interface between drug misuse and crime and demonstrates that some types of violent crimes are more intimately related to alcohol and / or drug consumption. It is written for researchers, health and law professionals engaged in the evaluation, management and treatment of different types of offenders. It is organized by a number of phenomena that are known (or supposed) to link drugs and crime. This book shows that the application of punishment under the guise of deterrence, despite its ineffectiveness, is frequently preferred to a more adequate management for some types of offenders. This book provides ten manuscripts that describe different aspects of the relationship between drugs and crimes, always focusing on Brazilian reality. It shows that a partnership between specialized mental health professionals, lawyers and policy makers is urgent with respect to this subject in Brazil and other countries.

Bentham Books, 2009. 100p.

Mapping crime – Hate crimes and hate groups in the USA: A spatial analysis with gridded data

By Michael Jendrykea, , Stephen C. McClure

From time to time the popular media draws attention to hate crimes and hate groups, evoking images of NaziGermany and the rise of fascism. The geographic association between hate groups and hate crimes is uncertain. In this research we ask whether hate crimes are co-located and correlated to the presence of hate groups to explore a potential association between these two phenomena. Publicly available point level data on hate crimes and hate groups collected by the Southern Poverty Law Center (SPLC) were aggregated to unitary framework of hexagonal grid cells of a Discrete Global Grid System (DGGS) at multiple scales for consistent analysis. We explore the effects of proximity by interpreting a co-location map, deploying a Geographically Weighted Regression (GWR) for count data, and apply a Spatial Lag Model (SLM) at multiple scales, to ascertain the effects of the size of the aggregation units on the relationship between hate groups and hate crimes. Controlled or uncontrolled for spatial dependence, at all scales, the Spatial Lag Model (SLM) shows that an average of 39.5% of the hate crimes was correlated with hate groups. These results are consistent with the existing research but show that in most instances spatial dependence was present, regardless of the size of the aggregation unit or the distance to neighboring cells. Our future research will consider additional racial, economic and social variables using a DGGS.

Applied Geography. Volume 111, October 2019, 102072

U.S. Hate Crime Trends: What Disaggregation of Three Decades of Data Reveals About a Changing Threat and an Invisible Record

By Brian Levin, James Nolan, and Kiana Perst

When prejudice-related data are combined and analyzed over time, critical information is uncovered about overall trends, related intermittent spikes, and less common sharp inflectional shifts in aggression. These shifts impact social cohesion and grievously harm specific sub-groups when aggression escalates and is redirected or mainstreamed. These data, so critical to public policy formation, show that we are in such a historic inflection period now. Moreover, analysis of the latest, though partial Federal Bureau of Investigation hate crime data release, when overlaid with available data from excluded large jurisdictions, reveals hate crimes hit a record high in 2021 in the United States that previously went unreported. This Essay analyzes the most recent national data as well as various numerical and policy milestones that accompanied the historic, yet incomplete, implementation of hate crime data collection and related statutes over recent decades. This analysis of emerging trends in the United States is undertaken in the context of bigoted aggression broken down over time.

112 J. CRIM. L. & CRIMINOLOGY 749 (2023)

A Nationally Representative Examination of the Prevalence, Characteristics, and Consequences of Statutory Rape in the United States

By Gary Sweeten and Matthew Larson

This report describes a project that had the main goal of developing a broad, nationally representative understanding of how often statutory rape occurs in the U.S., who the victims and perpetrators are, how self-reported estimates compare to estimates from law enforcement data, and whether short- and/or long-term consequences exist and if they do, what the consequences might be. In order to accomplish that goal, the project had four specific objectives: to estimate nationally representative rates of statutory rape victimization and perpetration using the National Longitudinal Survey of Youth 1997 (NLSY97); to assess situational differences between first sexual experiences that are statutory rape compared to those that are not; to estimate the likelihood of women’s statutory rape victimization being reported to police, using data from the National Incident-Based Reporting System (NIBRS); and to assess the short- and long-term consequences of statutory rape victimization, based on the nature and characteristics of relationships as well as on the age differences between victims and perpetrators. The authors provide a breakdown of their research design, methods, analytical and data analysis techniques, results and findings for the four objectives, research limitations, artifacts, datasets generated, and dissemination activities.

Washington, DC: National Institute of Justice Research and Evaluation on Violence Against Women, 2023. 57p.

Responding To Sexual Assault on Campus: A National Assessment and Systematic Classification of the Scope and Challenges for Investigation and Adjudication

By Linda M. Williams, April Pattavina, Alison C. Cares, and Nan D. Stein

Given the considerable changes in federal legislation and the pressing requirements that colleges and universities develop policies and practices that meet the needs of victims and of those accused of sexual assault, there is a critical need to document and understand how colleges are handling these demands and coordinating campus approaches to investigation and adjudication of sexual assaults. In 2015, the National Institute of Justice (NIJ) funded a project to commence January 2016, designed to examine the variations in policies and practices and understand more about challenges and emerging best practices. The research reported here was designed to identify the range and scope of policies and practices related to the investigation and adjudication of sexual assault on college campuses in the U.S. The Wellesley Centers for Women (WCW) with the assistance of an expert panel of advisory board members has documented and classified the current landscape (the breadth and differences) of campus approaches to investigations and adjudication of sexual assault. Our first step, informed by a victim-centered focus, was a web-based search of a randomly selected sample of four year colleges and universities (Institutions of Higher Education, IHEs) on policies and practices for investigation and adjudication of sexual assault reports. This web search was a systematic broadbased environmental scan designed to examine the policies and practices promulgated to the public and, most importantly, made available to students by IHEs. This environmental scan was followed by interviews with Title IX coordinators to develop a clearer understanding of the challenges and successes of these policies.

Washington, DC: U.S. National Institute of Justice, 2020. 91p.

Stalking: Final Report

By The Victorian Law Reform Commission

This report contains 45 recommendations for stalking law reform. They aim to improve the ways that the justice system treats people who have experienced stalking in a non-family violence context.

The report recommends that victims should have easier access to financial and practical support, such as technology to prevent cyberstalking. Victims should be supported by independent advocates to guide them through every stage, from reporting the stalking activity to accessing support services and any court actions.

The report also recommends improvements to the personal safety intervention order (PSIO) system. The system is currently swamped, so non-family violence stalking matters do not receive the attention they need. The VLRC recommends developing guidance on how to identify and prioritise stalking cases.

Another recommendation calls for the Crimes Act to be amended to make the stalking offence clearer and easier to apply.

Melbourne: The Commission, 2022. 238p.

'High rollers': A study of criminal profits along Australia’s heroin and methamphetamine supply chains

By John Coyne and Teagan Westendorf

THis report helps develop an understanding of the quantum of profits being made and where in the value chain they occur. Australians spent approximately A$5.8 billion on methamphetamine and A$470 million on heroin in FY 2019.

Approximately A$1,216,806,017 was paid to international wholesalers overseas for the amphetamine and heroin that was smuggled into Australia in that year. The profit that remained in Australia’s economy was about A$5,012,150,000. Those funds are undermining Australia’s public health and distorting our economy daily, and ultimately funding drug cartels and traffickers in Southeast Asia.

One key takeaway from the figures presented in this report is that the Australian drug trade is large and growing. Despite the best efforts of law enforcement agencies, methamphetamine and heroin use has been increasing by up to 17% year on year. Falling prices in Southeast Asia are likely to keep pushing that number up, while drug prices and purity in Australia remain relatively stable.

Canberra: Australian Strategic Policy Institute, 2021. 40p.

Prior contact with the criminal justice system among people who fatally overdosed on illicit drugs in Surrey and in British Columbia, 2011 to 2016

By Shannon Brennan and Benjamin Mazowita

 Between 2011 and 2016, 2,362 people in British Columbia had a fatal overdose from illicit drugs, with 332 occurring in Surrey specifically. The majority of individuals who died of an illicit drug overdose in British Columbia (66%) and specifically in the City of Surrey (64%) had no contact with police in the 24 months preceding their overdose death. For the purposes of this study, a contact with the police is defined as an official intervention, where the individual was identified by police as a person accused of a criminal incident.  Overall, most of the decedents (66%) held some form of employment in at least one of the five years preceding their overdose death, regardless of any contact with police. That said, decedents who had a formal contact with the police were less likely to have experienced consistent employment over the 5 years. One in five (20%) decedents who had contact with police were employed in each of the 5 years prior to their fatal overdose, compared to 29% of decedents who did not have contact.  More than two-thirds (68%) of decedents who had contact with police had also received social assistance benefits in the 5 years prior to their death, a proportion that was significantly higher than their counterparts who had no contact with police (55%).  In general, most decedents were not hospitalized in the year before their death. This held true for both those who had contact with police (72%) and those who did not (75%). The remaining one in four decedents were hospitalized at least once in the year preceding their death. The most common reasons for hospitalization among decedents in the year before their death besides opioid poisonings were in connection to substance use related disorders and mental health conditions.  While the majority of decedents never came into contact with police, among those who did (34%), many did so multiple times. Overall, 15% of decedents in British Columbia and 16% of decedents in the City of Surrey had three or more formal contacts with police in the 24 months preceding their overdose death.  Overall, among decedents who had a contact with police, 33% in British Columbia (and 24% in the City of Surrey) had a fatal overdose in the 90 days following their last contact with police. These findings indicate the need for timely interventions.  The majority of decedents who came into contact with police prior to their fatal overdose did so for a non-violent crime: 83% of police contacts were for non-violent offences whereas the remaining 17% involved violent offences. Shoplifting of items valued at $5,000 or under was the most common reason decedents came into contact with police in the 24 months prior to their death. Aside from property offences and, more specifically, shoplifting, offences against the administration of justice were also among the most common reasons decedents came into contact with police. These offences were also highly represented among the decedent cohort, relative to the province as a whole.  In line with their police interactions, most of the decedents who appeared in a criminal court within the 2 years preceding their overdose death did so in relation to property offences and offences against the administration of justice. Specifically, cases involving theft, breach of probation and failure to comply with an order were among the most prevalent

Ottawa: Statistics Canada, 2019. 18p.

Examining differences between mass, multiple, and single-victim homicides to inform prevention: findings from the National Violent Death Reporting System

By Katherine A. Fowler, Rachel A. Leavitt, Carter J. Betz, Keming Yuan & Linda L. Dahlberg

Multi-victim homicides are a persistent public health problem confronting the United States. Previous research shows that homicide rates in the U.S. are approximately seven times higher than those of other high-income countries, driven by firearm homicide rates that are 25 times higher; 31% of public mass shootings in the world also occur in the U.S.. The purpose of this analysis is to examine the characteristics of mass, multiple, and single homicides to help identify prevention points that may lead to a reduction in different types of homicides.

We used all available years (2003–2017) and U.S. states/jurisdictions (35 states, the District of Columbia, and Puerto Rico) included in CDC’s National Violent Death Reporting System (NVDRS), a public health surveillance system which combines death certificate, coroner/medical examiner, and law enforcement reports into victim- and incident-level data on violent deaths. NVDRS includes up to 600 standard variables per incident; further information on types of mental illness among suspected perpetrators and incident resolution was qualitatively coded from case narratives. Data regarding number of persons nonfatally shot within incidents were cross-validated when possible with several other resources, including government reports and the Gun Violence Archive. Mass homicides (4+ victims), multiple homicides (2-3 victims) and single homicides were analyzed to assess group differences using Chi-square tests with Bonferroni-corrected post-hoc comparisons.

Results: Mass homicides more often had female, child, and non-Hispanic white victims than other homicide types. Compared with victims of other homicide types, victims of mass homicides were more often killed by strangers or someone else they did not know well, or by family members. More than a third were related to intimate partner violence. Approximately one-third of mass homicide perpetrators had suicidal thoughts/behaviors noted in the time leading up to the incident. Multi-victim homicides were more often perpetrated with semi-automatic firearms than single homicides. When accounting for non-fatally shot victims, over 4 times as many incidents could have resulted in mass homicide.

Conclusions: These findings underscore the important interconnections among multiple forms of violence. Primary prevention strategies addressing shared risk and protective factors are key to reducing these incidents.

Injury Epidemiology (2021) 8:49

On the Significance of Religion in Violence Against Women and Girls

By Elisabet le Roux, Sandra Iman Pertek

In this ground-breaking volume, the authors explore two sides of religion: the ways in which it contributes to violence against women and girls (VAWG) and the ways it counters it. Recognising the very real impact of religion on the lives of women and girls, it prioritises experiences and learnings from empirical research and of practitioners, and their activities at grassroots-level, to better understand the nature and root causes of VAWG. Drawing on research done in Christian and Muslim communities in various fragile settings with high religiosity, this book avoids simplistically assigning blame to any one religion, instead engaging with the commonalities of how religion and religious actors influence norms and behaviours that impact VAWG. If the sustainable development goal of ending all forms of VAWG is to be achieved, how should actors in the international development sector engage with religion and religious actors? This book unpacks the nature of religion and religious actors in relation to VAWG, with the aim of giving greater clarity on how to (and how not to) engage with this crucial issue.

Combining cutting-edge research with case studies and pragmatic recommendations for academics, policymakers and practitioners, this concise and easily accessible volume helps instigate discussion and engagement with the incredibly important relationships between religion and VAWG.

London; New York: Routledge, 2022. 194p.

The Snowden Files: The Inside Story of the World's Most Wanted Man

USED BOOK. MAY CONTAIN MARK-UP

By Luke Harding

FROM THE FOREWORD: “Edward Snowden is one of the most extraordinary whistleblowers in history. Never before has anyone scooped up en masse the top-secret files of the world's most powerful intelligence organisations, in order to make them public. But that was what he did. His skills are unprecedented. Until the present generation of computer nerds came along, no one realised it was possible to make off with the electronic equivalent of whole libraries full of triple-locked filing cabinets and safes - thousands of documents and millions of words. His motives are remarkable. Snowden set out to expose the true behaviour of the US National Security Agency and its allies. On present evidence, he has no interest in money - although he could have sold his documents to foreign intelligence services for many, many millions….”

NY. Vingtage. 2014. 350p.

Neighborhood street activity and greenspace usage uniquely contribute to predicting crime

By Kathryn E. Schertz, James Saxon, Carlos Cardenas-Iniguez, Luís M. A. Bettencourt, Yi Ding, Henry Hoffmann & Marc G. Berman

Crime is a costly societal issue. While many factors influence urban crime, one less-studied but potentially important factor is neighborhood greenspace. Research has shown that greenspace is often negatively associated with crime. Measuring residents’ use of greenspace, as opposed to mere physical presence, is critical to understanding this association. Here, we used cell phone mobility data to quantify local street activity and park visits in Chicago and New York City. We found that both factors were negatively associated with crime, while controlling for socio-demographic factors. Each factor explained unique variance, suggesting multiple pathways for the influence of street activity and greenspace on crime. Physical tree canopy had a smaller association with crime, and was only a significant predictor in Chicago. These findings were further supported by exploratory directed acyclic graph modeling, which found separate direct paths for both park visits and street activity to crime.

Urban Sustainability (2021) 1-19.