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Online Crime Reporting: A New Threat To Police Legitimacy?, Kris Henning, Kimberly Kahn, Kathryn Wuschke, Christian Peterson, Stephen Yakots Oct 2024

Online Crime Reporting: A New Threat To Police Legitimacy?, Kris Henning, Kimberly Kahn, Kathryn Wuschke, Christian Peterson, Stephen Yakots

Criminology and Criminal Justice Faculty Publications and Presentations

Police are more likely to be perceived as legitimate when officers are procedurally just during interactions with the public (i.e. impartial, transparent, fair and respectful). Efforts to reinforce these skills have largely focused on contacts initiated by officers. Less attention has been paid to interactions with crime victims. Moreover, in recent years many police departments have sought to increase efficiency by directing victims to report online, rather than communicating directly with an officer. Very little is known about how victims experience online reporting systems. This study surveyed 1,198 property crime victims who used a large US police department’s online reporting …


Reporting Gunshots: Prevalence, Correlates, And Obstacles To Calling The Police, Kris Henning, Joshua Carmony, Somalia Johnson Calloway, Christian Peterson Sep 2024

Reporting Gunshots: Prevalence, Correlates, And Obstacles To Calling The Police, Kris Henning, Joshua Carmony, Somalia Johnson Calloway, Christian Peterson

Criminology and Criminal Justice Faculty Publications and Presentations

Accurately documenting where and when firearms are discharged is a critical first step in gun violence prevention. Many cities rely on police calls for service as their primary source for this information. Recent studies find, however, that citizens underreport gunshots. This has led some communities to invest in gunshot detection technology (GDT) as an alternative data source. GDT remains an expensive and often controversial solution with limited evidence for long-term benefits. This underscores the need for additional research on third-party reporting of gunshots. The current study, conducted in Portland Oregon, surveyed 1,240 residents in 23 neighborhoods with above-average firearm discharges. …


Investigating The Intersection Of Ai And Cybercrime: Risks, Trends, And Countermeasures, Sanaika Shetty, Kyung-Shick Choi, Insun Park Sep 2024

Investigating The Intersection Of Ai And Cybercrime: Risks, Trends, And Countermeasures, Sanaika Shetty, Kyung-Shick Choi, Insun Park

International Journal of Cybersecurity Intelligence & Cybercrime

No abstract provided.


Integrated Model Of Cybercrime Dynamics: A Comprehensive Framework For Understanding Offending And Victimization In The Digital Realm, Troy Smith Phd Sep 2024

Integrated Model Of Cybercrime Dynamics: A Comprehensive Framework For Understanding Offending And Victimization In The Digital Realm, Troy Smith Phd

International Journal of Cybersecurity Intelligence & Cybercrime

This article introduces the Integrated Model of Cybercrime Dynamics (IMCD), a novel theoretical framework for examining the complex interplay between individual characteristics, online behavior, environmental factors, and outcomes related to cybercrime offending and victimization. The model incorporates key concepts from existing theories, empirical evidence, and interdisciplinary perspectives to provide a comprehensive framework. In contrast to traditional criminological theories, the proposed model integrates concepts from multiple disciplines to offer a holistic framework that captures the complexity of cybercrime and specifically caters for the uniqueness of cyberspace. The article will provide a detailed overview of the conceptual model, its theoretical underpinnings drawing …


Municipal Law Enforcement Perceptions Of Active Shooter Response Training, Christopher M. Martin Sep 2024

Municipal Law Enforcement Perceptions Of Active Shooter Response Training, Christopher M. Martin

Walden Dissertations and Doctoral Studies

There are continuous occurrences of active shooter events in communities all over the United States. This study explored municipal law enforcement active shooter response training, tools used in response to active shooter incidents, and community policing policies practiced by the agency. The theory of andragogy was used to guide the behaviors associated with active shooter training and response. Research questions focused on how Root Agency (pseudonym) officers felt about their agencies’ active shooter response training and how officers felt about whether more active shooter training with the community would be beneficial. Data were collected using qualitative interviews with 10 law …


Remembering Lost Lives And Collective Healing From Trauma: Homicides, Incarceration, And Pain-Driven Advocacy In The Jane And Finch Community, Ardavan Eizadirad, Devon Jones, Greg Leslie, Tamasha Grant Sep 2024

Remembering Lost Lives And Collective Healing From Trauma: Homicides, Incarceration, And Pain-Driven Advocacy In The Jane And Finch Community, Ardavan Eizadirad, Devon Jones, Greg Leslie, Tamasha Grant

Education Faculty Publications

This article serves as a vessel for knowledge mobilization and activism as research, intertwining remembrance of lost lives and communal healing by sharing collective pain amongst the authors and bolstering mutual support. Guided by personal encounters with violence including death, homicides, and incarceration, four authors comprising a teacher, social worker, and two community activists, unveil their 20-year+ advocacy journey in the Jane and Finch community in Toronto, Canada including their involvement with programs and services through the non-profit organization Youth Association for Academics, Athletics, and Character Education (YAAACE). The pain and suffering are shared as symptoms of systemic trauma inflicted …


Rebuilding Risk Assessment Tools And Evaluating Their Effect On Recidivism In Illinois, Cristina Penate Sep 2024

Rebuilding Risk Assessment Tools And Evaluating Their Effect On Recidivism In Illinois, Cristina Penate

Master's Theses

This study seeks to examine the relationship between alternative measures of criminal history and recidivism in a cohort of convicted individuals released from prison in Illinois between 2010 and 2015. The current study expands on prior research by examining the relationship between prior criminal history and recidivism using alternative measures of both to account for potential bias resulting from differential policing activities that may lead to convictions. Traditionally, risk assessment instruments have relied on an individual’s total prior convictions for any offense and any re-arrest after release from prison. The current research developed a more nuanced measure of prior convictions …


Exploring The Correlation Between Google Trends And Crime Statistics: A Focus On Motor Vehicle Theft In The United States, Yu-Hsuan Liu Sep 2024

Exploring The Correlation Between Google Trends And Crime Statistics: A Focus On Motor Vehicle Theft In The United States, Yu-Hsuan Liu

Dissertations, Theses, and Capstone Projects

This dissertation examines the linear relationships between motor vehicle theft (MVT) estimates from Google Trends--a form of digital trace data--and official crime statistics, including the Uniform Crime Reports (UCR), National Crime Victimization Survey (NCVS), National Insurance Crime Bureau (NICB), National Incident-Based Reporting System (NIBRS), and 911 calls for service (CFS 911). It offers a comprehensive analysis of the limitations inherent in current crime statistics, discusses measurement errors, and explores statistical models to mitigate the impact of measurement error, applying these methods to validate Google Trends MVT data and other official MVT statistics. Furthermore, this study incorporates social disorganization theory and …


Reimagining Community Safety: Perceptions Of Policy And Practice In Five Cities, Patricia A. Cobar, Kathleen A. Tomberg, Fidel L. Osorio, Jeffrey A. Butts Sep 2024

Reimagining Community Safety: Perceptions Of Policy And Practice In Five Cities, Patricia A. Cobar, Kathleen A. Tomberg, Fidel L. Osorio, Jeffrey A. Butts

Publications and Research

The John Jay College Research and Evaluation Center (REC) and the Urban Institute partnered with the National League of Cities to support five U.S. cities in reimagining public safety through the Municipalities Reimagining Community Safety (MRCS) initiative, funded by Wells Fargo. As the research lead, JohnJay REC conducted a three-wave survey to assess local stakeholder perceptions of public safety strategies, focusing on efficacy and equity. Findings provided insight into city-level approaches to crime prevention and community well-being, informing evaluations of MRCS’s impact across diverse urban contexts.


Past And Present Of The Cvs: Empirical Research And Evidence-Based Policy, Kevin T. Wolff Aug 2024

Past And Present Of The Cvs: Empirical Research And Evidence-Based Policy, Kevin T. Wolff

Publications and Research

In this keynote address, I emphasized the critical role of accurate crime measurement in developing evidence-based policies. I discussed the "dark figure of crime," highlighting how many crimes go unreported, and stressed the importance of victimization surveys in uncovering these hidden crimes to provide a more complete picture of criminal activity.

I also explored how technological advancements, particularly AI, are transforming how we collect and analyze crime data. While AI offers significant benefits in predictive policing and resource allocation, I cautioned about the risks of bias and privacy issues that must be managed carefully.

Regional collaboration, standardization, and inclusivity are …


Never Going To Let You Down: Preventing Predictive Shrinkage Via The Strong-R Assessment Method, Zachary Hamilton, Alex Kigerl, Baylee Allen-Flores, John Ursino, Amber Krushas Aug 2024

Never Going To Let You Down: Preventing Predictive Shrinkage Via The Strong-R Assessment Method, Zachary Hamilton, Alex Kigerl, Baylee Allen-Flores, John Ursino, Amber Krushas

Criminology and Criminal Justice Faculty Publications

Risk-needs assessments (RNAs) are an evidence-based practice used by practitioners to assign supervision and programming. While foundational to day-to-day practices, these tools are typically applied ‘off-the shelf,’ and are mistakenly assumed to demonstrate equivalent prediction accuracy regardless of location or population. Although researchers and providers are aware these tools experience performance shrinkage, the issue is commonly ignored. In 2016 the Tennessee Department of Correction (TDOC) collaborated with the developers of the Static Risk Offender Needs Guide – Revised (STRONG-R) to create a staged development of a locally developed risk needs assessment. Using propensity score matching, a proxy sample was used …


Never Going To Let You Down: Preventing Predictive Shrinkage Via The Strong-R Assessment Method, Zachary Hamilton, Alex Kigerl, Andrew Peterson, Grant Duwe, John Ursino Aug 2024

Never Going To Let You Down: Preventing Predictive Shrinkage Via The Strong-R Assessment Method, Zachary Hamilton, Alex Kigerl, Andrew Peterson, Grant Duwe, John Ursino

Criminology and Criminal Justice Faculty Publications

Widely used sources of crime data, such as the Uniform Crime Reports (UCR) and National Incident-Based Reporting System (NIBRS), provide invaluable information on patterns in reported crime and justice processing. Yet, due to their measurement of crime at the incident level, these data have not been used to determine an individual’s likelihood of justice system involvement. By contrast, in the correctional field, individuals are used as the unit of analysis and common definitions to establish state-level base rates. Used for decades, base rates provide an estimate of justice system involvement, per individual, for a given jurisdiction’s population.


Economic Development In Legacy Cities: Current And Emerging Challenges And Opportunities, Neil Reid, Sujata Shetty, Jane Adade Aug 2024

Economic Development In Legacy Cities: Current And Emerging Challenges And Opportunities, Neil Reid, Sujata Shetty, Jane Adade

Midwest Social Sciences Journal

As manufacturing employment has declined in the traditional manufacturing regions over the past decades, many communities have experienced population loss and overall economic decline. Local economic development professionals have had to grapple with long-term structural changes in the economy as well as short-term jolts. To gain insights into the changing landscape of economic development, we interviewed economic development practitioners in Indiana, Michigan, Ohio, and Pennsylvania. The interviews focused on their perception of current and emerging challenges and opportunities with respect to economic development in their respective communities. Having identified the major challenges and opportunities, we asked them to articulate the …


Ticket Punch: The Consequences Of Fare Evasion Enforcement In New York City Subways, Sheyla A. Delgado, Gina Moreno, Fidel L. Osorio, Jeffrey A. Butts Aug 2024

Ticket Punch: The Consequences Of Fare Evasion Enforcement In New York City Subways, Sheyla A. Delgado, Gina Moreno, Fidel L. Osorio, Jeffrey A. Butts

Publications and Research

Researchers at the John Jay College Research and Evaluation Center studied transit fare evasion in New York City subway stations from 2018 to 2023 as part of the NYPD's Police Reform and Reinvention Collaborative. Analyzing fare evasion alongside arrest data and neighborhood characteristics, the study found no significant link between fare enforcement and overall arrest rates. However, fare evasion enforcement was concentrated in socioeconomically disadvantaged areas, highlighting the influence of social factors on public safety practices.


The Influence Of Eyewitnesses And Police Tip Line Reports: An Exploratory Case Study Of A 2005 Homicide, Abigail Rose Torres Jul 2024

The Influence Of Eyewitnesses And Police Tip Line Reports: An Exploratory Case Study Of A 2005 Homicide, Abigail Rose Torres

Dissertations and Theses

Public tip lines provide the public to provide information to the police when there is an ongoing investigation. These public tip lines could increase investigations where the public is being made aware of the investigation, increasing the amount of information being brought forward. Research focuses on how tips reporting is similar to eyewitnesses in that individuals recall information. The literature illustrates how the media can influence the tips. The study is an exploratory content analysis looking at potential themes or patterns that emerged from analyzing the tips and patterns of the tip line and media files related to an Illinois …


‘A Storm Is Coming:' The New York Times Coverage Of The Covid-19 Pandemic In American Prisons, Katarzyna Celinska, Amina Cheboubi Jul 2024

‘A Storm Is Coming:' The New York Times Coverage Of The Covid-19 Pandemic In American Prisons, Katarzyna Celinska, Amina Cheboubi

Publications and Research

In this research, we analyzed the content of 171 articles published between March and August 2020 in the New York Times (NYT) on COVID-19 in American correctional institutions. We observed that the NYT coverage decreased significantly over 6 months. Our analysis uncovered 8 themes within two broader frames: institutional and systemic inequity. Although the themes are not mutually exclusive, we argue that ‘Responding to COVID-19,’ ‘A storm is Coming,’ ‘Collective Experience,’ and ‘Critiquing Prison Conditions’ are within the institutional framing. ‘Redefining Public Safety,’ ‘Categorizing Prisoners,’ ‘Doing Injustice,’ and ‘Making it as a Celebrity’ are the themes that highlight systemic inequity, …


A Criminological Analysis Of The “White Supremacy To Anti-Immigrant Violence Pathway”, Ida Oesteraas Jul 2024

A Criminological Analysis Of The “White Supremacy To Anti-Immigrant Violence Pathway”, Ida Oesteraas

Sociology & Criminal Justice Theses & Dissertations

White supremacy consists of intricate ideologies, systems, privileges, and personal beliefs that result in unequal outcomes based on race in various aspects of life, such as wealth, freedom, health, and happiness (Belew & Gutiérrez, 2021). This dissertation explores the manifestation of white supremacy across various societal levels and its consequent harm and violence against people of color, immigrants, and particularly immigrants of color from Latin America. Here, I coin the term “white supremacy to anti-immigrant violence pathway” to examine how white supremacy has intertwined with our institutions and society, demonstrating how the exclusion and policing of immigrants of color sustain …


Youth Offending In Denver: The Increasing Trend And Essential Elements To Successful Intervention, Olivia Crimaldi Jun 2024

Youth Offending In Denver: The Increasing Trend And Essential Elements To Successful Intervention, Olivia Crimaldi

Undergraduate Theses, Capstones, and Recitals

Recent years have witnessed an alarming increase in youth offending across Denver, necessitating a thorough analysis of factors influencing the surge, as well as areas of improvement for current intervention methods. Juvenile delinquency is largely affected by complications associated with the transition to adulthood, such as the development of personal identity or a decrease in parental supervision. A full understanding of at-risk individuals must consider risk, promotive and protective factors, as well as the interaction between these three components. Past successful prevention and intervention methods have included relationship-building implementation, therapeutic strategies, and consistent measures of quality and accountability. Despite many …


"Data Can Be Manipulated": How Prosecutors' Attitudes Toward Racial Disparities And Data-Informed Decision-Making Diverge, Maria Arndt, Rachel Silverthorn Jun 2024

"Data Can Be Manipulated": How Prosecutors' Attitudes Toward Racial Disparities And Data-Informed Decision-Making Diverge, Maria Arndt, Rachel Silverthorn

Qualitative Criminology (QC)

"Research examining prosecutorial decision-making has grown considerably in recent years. Much of this research is focused on assessing unwarranted disparities in case processing outcomes using administrative case data. Comparatively few studies analyze prosecutors' perceptions using qualitative sources. Additionally, little is known about how prosecutors view their role in reducing racial disparities or how they can use data as a decisionmaking aid despite recent innovations in prosecutorial data collection capacity. The current study addresses this dearth of scholarship by analyzing interview data from two midsized Florida State Attorney’s Offices conducted in 2018. Results suggest two main groups of prosecutors: data-positive and …


Public Support For Gunshot Detection Technology, Kris Henning, Joshua Carmony, Christian Peterson Jun 2024

Public Support For Gunshot Detection Technology, Kris Henning, Joshua Carmony, Christian Peterson

Criminology and Criminal Justice Faculty Publications and Presentations

Firearm violence has led many U.S. cities to invest in gunshot detection technology (GDT). Research on GDT remains limited and focuses mainly on whether it impacts police response times, arrests, and injuries. Public opinion about this technology has received limited attention. The current study addresses this gap using surveys in 23 Portland, Oregon neighborhoods with above-average firearm discharges. Respondents were evenly distributed between those opposing GDT and those supporting its use. People with prior knowledge of the technology and those with privacy concerns were more likely to be opposed whereas those who worried about gun violence and those who had …


Online Communities And Offline Criminal Justice: The Digital Fallout Of Major Criminal Incidents, Jacqueline M. Scott Jun 2024

Online Communities And Offline Criminal Justice: The Digital Fallout Of Major Criminal Incidents, Jacqueline M. Scott

Dissertations, Theses, and Capstone Projects

User-generated online data has, in recent years, become an important basis for sociological research, and the ubiquity of social media presages the importance of an increased understanding of its inner workings in the spheres of criminology and sociology. This dissertation examines the dynamics of user-generated information on social media and social news in the wake of 53 criminal incidents which generated higher-than-average interest online. Using multiple platforms and analytical techniques, I investigate the dynamics of within- and between-platform information uptake, examine potential avenues and drawbacks of the actionable information available online during a crisis, and describe patterns and focal topics …


The For-Profit Immigration Surveillance State: How Surveillance Capitalism Took Over Ice, Maurizio Guerrero Jun 2024

The For-Profit Immigration Surveillance State: How Surveillance Capitalism Took Over Ice, Maurizio Guerrero

Dissertations, Theses, and Capstone Projects

This study investigates the emergence of the for-profit immigration surveillance state within Immigration and Customs Enforcement (ICE) operations in the U.S. By analyzing the roles of key tech corporations like LexisNexis Risk Solutions and B.I. Inc., a subsidiary of GEO Group, the largest private prison company in the U.S., this research exposes the intricate mechanisms through which personal data is extracted, repackaged, and sold, perpetuating a cycle of surveillance and control. Using the framework of surveillance capitalism, it examines how surveillance corporations have significantly influenced immigration enforcement, transforming ICE into a vehicle for profit-driven surveillance. The for-profit immigration surveillance state …


Sexual Abuse: A Multi-Faceted Problem, Marcus Venable May 2024

Sexual Abuse: A Multi-Faceted Problem, Marcus Venable

LSU Doctoral Dissertations

On average, US citizens have experienced approximately 400,000 sexual assaults per year, which results in enormous immediate and long-term consequences for individuals, as well as society in general.

In the U.S., the principal method of combatting this crime has been the creation of Sex Offender Registries used to notify the public of the identity and location of convicted sex offenders who may be living in proximity to their residence. In addition to the Registry, laws have been passed forbidding convicted sex offenders from residing within buffer zones around areas of high child concentration [schools/parks/etc.].

The efficacy and consequences of these …


A Trauma-Informed Socially Just Approach To Working With Juvenile Justice-Involved Youth Utilizing Expressive Arts Therapy, Ciara Carr May 2024

A Trauma-Informed Socially Just Approach To Working With Juvenile Justice-Involved Youth Utilizing Expressive Arts Therapy, Ciara Carr

Expressive Therapies Capstone Theses

Youth involved with the juvenile justice system often have a history of trauma and oppression resulting from their positionality and circumstances. Most juvenile justice-involved youth are boys, youth of color, low-income, LGBTQIA2S+, disabled, and traumatized. This literature review explores the history of the juvenile justice system, issues with the present-day model, and trauma-informed and transformative justice approaches to practice. The implementation of socially just, trauma-informed expressive arts therapy programs is proposed as a more equitable practice to replace commonly used punitive practices across the United States. More research is needed to understand the impact of such programs on this population …


Perceptions Of Developmental Disability Service Providers, On How The Judicial System Responses To Persons With Developmental Disabilities., Donna Whilby May 2024

Perceptions Of Developmental Disability Service Providers, On How The Judicial System Responses To Persons With Developmental Disabilities., Donna Whilby

Walden Dissertations and Doctoral Studies

The situation or issue that prompted me to search the literature was observing the persons with developmental disabilities circling the judicial system due to multiple encounters with law enforcement. The purpose of this qualitative study was to understand how the Northeast Florida judicial system could improve the outcomes of persons with developmental disabilities by reducing and preventing multiple encounters. The empowerment theory was the most appropriate theory for my study. Empowerment theory indicates that it is imperative to encourage people, especially those who have a psychological deficit, to lean into their resources to gain and utilize their power in society. …


Amadeusz’S Prosper: Effective Reintegration Of Adults Facing Firearm-Related Charges In Ontario, Canada, Ardavan Eizadirad, Tina-Nadia Gopal Chambers, Sheena Blake Brown May 2024

Amadeusz’S Prosper: Effective Reintegration Of Adults Facing Firearm-Related Charges In Ontario, Canada, Ardavan Eizadirad, Tina-Nadia Gopal Chambers, Sheena Blake Brown

Education Faculty Publications

This study evaluates the impact of Amadeusz’ Prosper program which supports individuals with firearm-related charges between the ages of 18 to 29 in Ontario, Canada. Prosper offers intensive case management through caseworkers who co-create tailored support plans with participants based on their immediate needs and long-term goals. The program supports individuals during incarceration and post-release once back in community. This study engaged 44 participants through interviews conducted between October 2022 and April 2023. Participants included program beneficiaries (n=29), family members (n=8), community partners (n=4), and caseworkers (n=3). Intersectionality and Critical Race Theory paradigms were applied as part of data analysis …


Juvenile Diversion Programs In Minnesota Counties And Their Effect On Arrest Rates, Victoria Floden May 2024

Juvenile Diversion Programs In Minnesota Counties And Their Effect On Arrest Rates, Victoria Floden

Political Science Theses and Capstones

The rise of juvenile diversion programs in Minnesota has sparked widespread discussion, especially as the nation addresses its concerns about overcrowded jails and prisons stemming from past "tough-on-crime" policies. Minnesota has responded by creating alternative pathways for juvenile offenders, aiming to keep them out of the traditional justice system while still holding them responsible for their actions. However, research and existing literature are unclear as to which of these diversion programs help reduce juvenile arrest rates. Different factors in each case could provide insight into which programs are most effective. I seek to explain why certain Minnesota counties have been …


Organizational Attributes And Supervision Officer Role Orientations: What Factors Influence Supervision Officer Behaviors?, Makayla Butler May 2024

Organizational Attributes And Supervision Officer Role Orientations: What Factors Influence Supervision Officer Behaviors?, Makayla Butler

Boise State University Theses and Dissertations

While past research has suggested the importance of probation and parole officer (PPO) role orientations for impacting officer behavior and client outcomes, limited work has examined factors that influence how supervision officers approach their work. This study sought to contribute to this body of research by examining the influence of officer characteristics, attitudes towards their organization, and attitudes towards their clients on their professional role orientations and supervision behaviors. Using self-reported survey data collected from PPOs in a Midwest state (n = 50), this study examined how various individual and organizational-level factors impacted PPOs role orientations, and how those role …


Discerning Moral Injury, Alexandra A. Merletti May 2024

Discerning Moral Injury, Alexandra A. Merletti

UNLV Theses, Dissertations, Professional Papers, and Capstones

Moral injury is a recently developed psychological construct used to explain trauma that cannot be adequately explained by post-traumatic stress disorder (PTSD). It arises from experiences in which sufferers feel that they have violated deeply held moral beliefs and has multiple negative long term health and professional consequences for individuals affected. In order to better understand moral injury, this study seeks to understand how it is identified in individuals by others and utilizes Christie’s (2018) Ideal Victim Theory and Gray and Wegner’s (2009) Moral Typecasting Theory as a theoretical framework. Participants for this study were 374 undergraduate students at the …


Examining The Direct And Mediating Relationship Between Immigration, Family Structure, And Crime: A Community-Level Analysis., Obed Asare May 2024

Examining The Direct And Mediating Relationship Between Immigration, Family Structure, And Crime: A Community-Level Analysis., Obed Asare

Graduate Theses and Dissertations

ABSTRACT Amidst debate about immigration into the United States, many in the public and varying levels of government have questioned its impact on vital social institutions of social control. Public perception often associates immigrants with increased crime, though empirical research reveals a consistently null or negative association at the community-level. Scholars have proposed that immigrants contribute to community revitalization and foster social control, at least some of which may be tied to the ways that immigration reshapes aggregate family structures across the community. However, few empirical studies examine this important relationship. The current study aims to bridge this gap in …