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De Facto Captivity In The Land Of The Free: Exploring The Confining Effects Of Network And System Avoidance, Brianna Ovalle Aug 2026

De Facto Captivity In The Land Of The Free: Exploring The Confining Effects Of Network And System Avoidance, Brianna Ovalle

Sociology & Criminal Justice Theses & Dissertations

Encroaching state surveillance has primarily targeted people of color living in urban, inner cities, resulting in both much higher likelihoods of encountering state agents and the consequences of such contact. The ceaseless surveillance has led some individuals to engage in protective behaviors aimed at minimizing encounters with agents of the CLS. These behaviors are adaptable to present risks of surveillance and contact with the system. While there are various types of avoidance, the focus of this research is system avoidance and network avoidance. Previous literature for both types of avoidance focuses on the experiences of lower SES men. Further, as …


Artificial Intelligence And Technology - Joni Full Issue July 2026, Angie Holzer Jul 2026

Artificial Intelligence And Technology - Joni Full Issue July 2026, Angie Holzer

Journal of Nonprofit Innovation

No abstract provided.


Ai-Powered Logistics For Small Nonprofits: A No-Code, Sub-$10 System For Real-Time Distribution Across 41 Locations, Rishi D. Chundury Jul 2026

Ai-Powered Logistics For Small Nonprofits: A No-Code, Sub-$10 System For Real-Time Distribution Across 41 Locations, Rishi D. Chundury

Journal of Nonprofit Innovation

Small nonprofits often struggle to coordinate multi-site distribution campaigns with limited staff, tight budgets, and little access to technology. This article describes how Eye on July Corp., a 501(c)(3) nonprofit in Omaha, Nebraska, built an AI-powered system to manage the distribution of 20,000 free safety glasses across 41 community locations for July 4th. The system was built without any coding using three commercially available tools, where Airtable stores the data, Make.com runs the automation, and Anthropic's Claude API provides the intelligence, all at a total cost of under $10. The platform collects stock counts from partner locations, analyzes inventory to …


Should We Flee? The Mortality And Economic Impacts Of Hurricane Evacuation Orders, Lucas Kaplan Jul 2026

Should We Flee? The Mortality And Economic Impacts Of Hurricane Evacuation Orders, Lucas Kaplan

Center for Policy Research

I estimate the mortality and county-level regional economic impacts of hurricane evacuation orders using a novel instrumental variables framework. Relative to similarly affected but non-evacuated areas, evacuated counties experience fewer deaths but lower personal income, employment, and business establishments into the second year following the storm, likely stemming from delayed returns in wealthier neighborhoods. I then develop a threshold decision rule that balances the mortality benefits against these persistent economic costs and apply this framework to orders issued from 2016–2022. Incorporating these persistent economic costs alters policy evaluation: the largest orders generate net benefits that dwarf their costs, but the …


How To Upend America In 100 Days: Unilateral Power At The Outset Of Trump’S Second Term, Aaron Childree Jul 2026

How To Upend America In 100 Days: Unilateral Power At The Outset Of Trump’S Second Term, Aaron Childree

Political Science Faculty Publications

President Trump used the unilateral power of the presidency in extraordinary ways during the first 100 days of his second term. This article examines his use of executive action using a dataset of every action issued in the first 100 days of Trump’s second term, along with a similar dataset for his first term and other recent administrations. At the outset of his second term, Trump issued substantially more executive actions than his own first administration and his recent predecessors; however, this also came with historically low legislative productivity. His unilateral policy making is notable for the many revocations of …


Understanding The Long-Run Effect Of Historical Redlining Practices, Yujian Lu Jul 2026

Understanding The Long-Run Effect Of Historical Redlining Practices, Yujian Lu

Geography ETDs

Historical redlining practices initiated by Home Owners’ Loan Corporation (HOLC) in the 1930s have produced enduring persistent socioeconomic and environmental disparities in U.S. cities. This dissertation examines their long-term impacts on social vulnerability, urban flood risk, along with public discourse about redlining practices. Results indicate that neighborhoods with HOLC grade A (greenlined) exhibit the lowest overall social vulnerability, while those graded D (redlined) face the highest across U.S. cities. In Chicago, associations between redlining practices and flood risk disparities are stronger than in Los Angeles, reflecting place-specific characteristics among environmental, socioeconomic, and demographic factors shaping flood risk disparities in long …


Keeping Communities Safe Through An Alternative First Response Model: Predictors Of Civilian First Responders’ Self-Efficacy In Handling Crisis Situations, Jasmine Desiderio Jul 2026

Keeping Communities Safe Through An Alternative First Response Model: Predictors Of Civilian First Responders’ Self-Efficacy In Handling Crisis Situations, Jasmine Desiderio

Organization, Information and Learning Sciences ETDs

The expansion of civilian alternative first responder models reflects a national shift toward community-based approaches to crisis intervention. Grounded in Albert Bandura’s social learning theory, this study examined the extent to which demographic characteristics are associated with crisis self-efficacy, explored how perceptions of the responder role relate to confidence, and identified supports necessary for effective crisis response. A convergent parallel mixed-methods design was employed with civilian first responders in Albuquerque, New Mexico. Quantitative data were collected with the Crisis Self-Efficacy Scale, and semi-structured interviews gathered qualitative data. Exploratory regression analyses (n=31) were not reliably associated with crisis self-efficacy, while role …


Regulatory Innovation Through Authority: An Analysis Of India’S Central Consumer Protection Authority’S Functioning (2020–2025), Gaurav Pathak, Mohit Yadav, Anush Ganesh Jul 2026

Regulatory Innovation Through Authority: An Analysis Of India’S Central Consumer Protection Authority’S Functioning (2020–2025), Gaurav Pathak, Mohit Yadav, Anush Ganesh

International Journal on Consumer Law and Practice

This article presents the first comprehensive empirical analysis of India’s Central Consumer Protection Authority (CCPA), since its establishment in 2020, based on an examination of 165 orders across 118 cases through 2025. The study fills a critical research gap by systematically analysing CCPA’s enforcement patterns, procedural efficiency, and regulatory evolution. The unique dataset reveals that CCPA has fundamentally transformed India’s consumer protection landscape through a distinctive dual approach that combines reactive enforcement with proactive regulation. This study finds that 72 per cent of cases were initiated suo moto, indicating a paradigm shift from complaint-driven to preventive market surveillance and that …


Bloomington Community Brain Health Services Program: The Intersection Of Law Enforcement And Brain Health, Janet Yeats, Luke Campbell, Booker Hodges Jul 2026

Bloomington Community Brain Health Services Program: The Intersection Of Law Enforcement And Brain Health, Janet Yeats, Luke Campbell, Booker Hodges

Forensic Scholars Today

In 2023, the Bloomington Police Department launched the Bloomington Community Brain Health Services (BCBHS) program in response to increasing mental health crises, provider shortages, long wait times for services, and rising law enforcement involvement in crisis calls. The Bloomington Model integrates licensed therapists and supervised graduate-level interns directly within a police department structure. The program aims to reduce mental health-related calls, stabilize residents experiencing crisis, and eliminate cost barriers by offering up to 15 sessions of free, short-term therapy delivered in homes, schools, virtual settings, and community spaces.

This article outlines the program’s development, implementation, and early outcomes, highlighting key …


Civil Discourse: A 3-Part Lesson Plan With Media Literacy Connections, Greg Davis Jul 2026

Civil Discourse: A 3-Part Lesson Plan With Media Literacy Connections, Greg Davis

Journal of Media Literacy Education Pre-Prints

This article presents a three-part lesson plan designed to help students develop civil discourse skills through emotional self-regulation, value exploration, and structured debate. Drawing inspiration from Alaa Al-Musalli’s work on “Unteaching Divisive Argumentation,” the lesson introduces students to the emotional dynamics of disagreement, the ethical diversity that underlies opposing viewpoints, and the practice of respectful argumentation. The culminating activity—a classroom debate over a fictitious local law regulating electric bikes and scooters—invites students to reflect on how tone, listening, and self-awareness affect discourse. Integrating media literacy, the lesson concludes with a discussion of memes and online bias, prompting students to evaluate …


Associating Herzberg’S Motivation-Hygiene Two-Factor Theory And Influential Factors On Turnover Intentions Within The U.S. Federal Government Agencies: An Ex Post Facto Quantitative Method Approach, Beatrice Nadine Sibug Fant Jul 2026

Associating Herzberg’S Motivation-Hygiene Two-Factor Theory And Influential Factors On Turnover Intentions Within The U.S. Federal Government Agencies: An Ex Post Facto Quantitative Method Approach, Beatrice Nadine Sibug Fant

Doctoral Dissertations and Projects

The study examined the critical issue of employee turnover in U.S. federal government agencies and the challenge of retaining highly qualified individuals amid competition from private-sector companies offering employees multiple benefits. It follows Herzberg's Motivation-Hygiene Two-Factor Theory and measures the impact of employee satisfaction, engagement, work-life balance, and performance on turnover intentions. Additionally, the study considered demographic and occupational variables, such as gender, supervisory status, military service, and years of service in the federal government. Using data from the 2022 Federal Employee Viewpoint Survey (FEVS), which received responses from 557,778 participants (a 35% response rate), the study investigates how employee …


Moral Injury And Spiritual Healing Among Missouri Male Combat Veterans Of Operation Iraqi Freedom: A Transcendental Phenomenological Study, Rebekah Mills Jul 2026

Moral Injury And Spiritual Healing Among Missouri Male Combat Veterans Of Operation Iraqi Freedom: A Transcendental Phenomenological Study, Rebekah Mills

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to describe the lived experiences of moral injury and spiritual well-being among male Operation Iraqi Freedom combat veterans ages 35 to 55 in Missouri. The theory guiding this study was Park’s Meaning-Making Model, with moral injury theory providing conceptual context for understanding morally injurious experiences. The questions guiding the study are: How do male combat veterans between the ages of 35 to 55 of Operation Iraqi Freedom describe their lived experiences of moral injury and spiritual well being? How do the veterans understand the relationship between morally injurious experiences and their spiritual well-being? …


Law Enforcement Help-Seeking Behaviors And Organizational Mental Health Supports, Jordan Elizabeth Longendorf Jul 2026

Law Enforcement Help-Seeking Behaviors And Organizational Mental Health Supports, Jordan Elizabeth Longendorf

Walden Dissertations and Doctoral Studies

Due to the traumatic and repetitive nature of law enforcement work, mental health support is often needed by officers, but is not consistently sought. Law enforcement leaders need to understand this concern as a leading indicator of workforce well-being, organizational effectiveness, and officers’ willingness to seek needed mental health support. Guided by the conceptual framework of Rickwood and Thomas’s help-seeking behaviors, the purpose of this descriptive phenomenological study was to explore law enforcement officers’ lived experiences of help-seeking behaviors for emotional and mental health issues. Data were collected through six semistructured interviews with current law enforcement officers in four different …


From Research To Decision In A Uk Parliamentary Office: How Internal Communication Translates Complex Information Into Workplace Action, Donovan Singh Jul 2026

From Research To Decision In A Uk Parliamentary Office: How Internal Communication Translates Complex Information Into Workplace Action, Donovan Singh

Faculty Curated Undergraduate Works

This project examines how internal workplace communication translates complex information into guidance that a decision-maker can use. The project uses an anonymised UK parliamentary office as a practice-based case study. The elected representative is referred to as MP A, the placement office as Parliamentary Office A, and the placement supervisor as Supervisor B. Anonymisation is necessary because the project analyses briefing practice and workplace feedback rather than the identity, political position, or internal operations of a specific office.

The research question is: How does internal communication translate complex information into clear, accurate and actionable guidance for workplace decision-makers? The project …


Risk, Trust, And Medical Decision-Making: Perinatal Care Among Patients And Providers In South Florida, Isabella Viera Jul 2026

Risk, Trust, And Medical Decision-Making: Perinatal Care Among Patients And Providers In South Florida, Isabella Viera

Electronic Theses and Dissertations 2020 - Present

This thesis examines how structural inequality shapes the experience of perinatal care among pregnant individuals and healthcare providers in South Florida, with particular attention to how risk is perceived and communicated, how trust between patients and providers is built or eroded, and how medical decision-making unfolds under conditions of structural vulnerability. Drawing on multi-sited ethnographic fieldwork conducted between October 2025 and April 2026, supplemented by a quantitative analysis of low-birth-weight rates across all 67 Florida counties, the project analyzes how risk is defined, communicated, and lived across community-based prenatal organizations, online educational platforms, and in-depth provider and patient interviews. The …


Examining Inmate Labor In Emergency Management: Contributions, Challenges, And Ethical Considerations, Boris Eugene Valiance Jul 2026

Examining Inmate Labor In Emergency Management: Contributions, Challenges, And Ethical Considerations, Boris Eugene Valiance

Walden Dissertations and Doctoral Studies

Incarcerated individuals remain inconsistently engaged in disaster preparedness, response, and recovery, creating both an operational gap and an ethical challenge regarding labor equity, safety, voluntariness, and human dignity. Guided by RBT and EMT, the purpose of this qualitative case study was to explore how incarcerated individuals are utilized in emergency management and to examine stakeholder perceptions of the operational, ethical, and policy implications of inmate labor programs. The research questions examined current utilization patterns, stakeholder-perceived benefits and drawbacks, and ethical concerns influencing participation decisions. Data were collected through semi structured interviews with purposefully sampled emergency management professionals, policymakers, and correctional …


Women Refugees & Immigrants: What Utahns Need To Know, Susan R. Madsen, Deborah Lin Jul 2026

Women Refugees & Immigrants: What Utahns Need To Know, Susan R. Madsen, Deborah Lin

Marketing and Strategy Faculty Publications

Refugee and immigrant women are an integral part of Utah’s communities, contributing as neighbors, workers, entrepreneurs, caregivers, and advocates. They enrich our state through their diverse perspectives, experiences, and talents. Utah has a long tradition of welcoming newcomers, and our communities are stronger when everyone has the opportunity to belong and contribute. At the same time, research shows that many of the challenges facing Utah women and girls disproportionately affect refugee and immigrant women. Understanding the experiences, needs, and contributions of these women is essential to fostering welcoming, supportive communities so that all Utah women and girls can thrive.


Financial Wisdom Across Political Identities: Exploring Insights From A Convenience Sample Of Participants During The Global Pandemic, Miguel Quiñones, Virginia Zuiker, Yiting Li, Hanna Yu Jul 2026

Financial Wisdom Across Political Identities: Exploring Insights From A Convenience Sample Of Participants During The Global Pandemic, Miguel Quiñones, Virginia Zuiker, Yiting Li, Hanna Yu

Journal of Human Sciences and Extension

The COVID-19 pandemic triggered a global economic crisis that magnified financial hardships and revealed how political affiliation shapes financial behavior. This study examined how U.S. residents with differing political orientations navigated financial uncertainty, drawing on open-ended survey responses collected in fall 2020. Results show both commonalities and nuanced differences across political lines. Across groups, participants emphasized saving for emergencies, living within their means, seeking financial support, and building skills to increase income—underscoring the universality of core financial principles during crises. However, distinctions also emerged: Republican participants more frequently emphasized self-sufficiency, often seeking additional jobs or withdrawing from retirement funds; Independents …


Essays In Applied Microeconomics, Md Tahmeed Hossain Jul 2026

Essays In Applied Microeconomics, Md Tahmeed Hossain

Economics Theses and Dissertations

This dissertation contributes to empirical economics research by examining three settings in which historical shocks, behavioral constraints, and localized public events affect social relations, decision quality, and public safety. The first chapter examines the persistence of historical religious conflict in contemporary Hindu–Muslim relations in India. The second chapter studies how time pressure affects decision quality in online chess. The third chapter analyzes the localized traffic-safety externalities of NFL game days. Across these settings, the dissertation uses large-scale data and quasi-experimental research designs to distinguish causal effects from selection, spatial concentration, and persistent local conditions.

The first chapter asks whether historical …


Universal Injunctions And The Executive-Judicial Relationship In America, Jeremy Kang Jul 2026

Universal Injunctions And The Executive-Judicial Relationship In America, Jeremy Kang

Senior Honors Theses

This thesis examines a specific type of legal controversy surrounding the Trump administration’s dealings with the judicial branch. Central to the matter is the concept of universal injunctions: how a federal court can enjoin even non-parties to a case from behaving in certain ways.

The history of universal injunctions, from pre-Enlightenment England to modern America, is initially discussed. Then special attention is given to their use against President Donald Trump in particular, culminating in the Supreme Court curtailing them, and district court judges ignoring the high court’s ruling. Finally, previous examples of conflict between the American executive and judicial branches …


Examining The Relationship Between Trauma-Informed Safety Drill Practices And School-Level Chronic Absenteeism In Maine Secondary Schools, Tina Nightingale Jul 2026

Examining The Relationship Between Trauma-Informed Safety Drill Practices And School-Level Chronic Absenteeism In Maine Secondary Schools, Tina Nightingale

Dissertations

School safety practices can influence students' perceptions of safety, emotional well-being, and engagement in the educational environment; however, limited research has examined whether trauma-informed safety drill practices are associated with measurable educational outcomes. The purpose of this quantitative, non-experimental, correlational study was to examine the relationship between trauma-informed safety drill practices and school-level chronic absenteeism in Maine middle and high schools. Guided by trauma-informed care, adolescent neurodevelopment, and Protection Motivation Theory, the study investigated whether higher levels of trauma-informed implementation of safety drills, as measured by the Trauma-Informed Safety Drill Practices Index (TISDPI), were associated with lower rates of chronic …


Strengthening The Shield: Exploring Post-Traumatic Growth In Law Enforcement, Aaleiyah C. Spaulding Jul 2026

Strengthening The Shield: Exploring Post-Traumatic Growth In Law Enforcement, Aaleiyah C. Spaulding

Dissertations

Law enforcement officers are routinely exposed to traumatic incidents that can lead to psychological distress, including posttraumatic stress disorder (PTSD). However, emerging literature highlights the potential for posttraumatic growth (PTG), a positive psychological change following adversity. This study examined the prevalence and predictors of PTG in a sample of 33 police officers from a Midwestern department. Using validated self-report measures, the study assessed the role of trauma exposure, cognitive restructuring of core beliefs, and perceived organizational culture, particularly supervisor support. Results indicated that both internal (core belief reflection) and external (supervisory support) factors significantly predicted PTG. Additionally, involvement in a …


Improving Urban Search And Rescue Team Coordination Through Adaptive Context Awareness, Daniel Reyes Duran Jul 2026

Improving Urban Search And Rescue Team Coordination Through Adaptive Context Awareness, Daniel Reyes Duran

Doctoral Dissertations and Master's Theses

Modern multi-agent Urban Search and Rescue (USAR) operations heavily rely on mobile geospatial Common Operating Pictures (COPs) to maintain team coordination and Situational Awareness (SA). However, the proliferation of high-frequency sensor telemetry at the tactical edge has introduced a data saturation paradox challenge: while information theoretically drives informed decision-making, unmanaged data surges induce increased operator cognitive overload and alert fatigue on mobile End-User Devices (EUDs), while downstream data-broadcasting models inherently strain edge processing and viewport environments.

To resolve these constraints, this dissertation presents a context-aware Value of Information (VoI) data-management framework integrated directly with a custom, event-driven Android Team Awareness …


Breaking Point: Exploring Side Bets, Support, And Pension Investment As Predictors Of Turnover Intention In Urban Policing, Kenneth M. Quick, Kevin T. Wolff Jul 2026

Breaking Point: Exploring Side Bets, Support, And Pension Investment As Predictors Of Turnover Intention In Urban Policing, Kenneth M. Quick, Kevin T. Wolff

Publications and Research

Guided by Becker’s side-bet theory, this study examines turnover intentions among officers in the New York City Police Department by assessing pension investment and affective commitment as accumulated organizational “side bets,” alongside job satisfaction, perceived organizational support, and workplace conditions. Data was drawn from an online survey of 1,454 officers. Population weights based on gender, race/ethnicity, and rank were applied to improve representativeness. Weighted multinomial logistic regression models examined predictors of turnover intention, while second-difference tests of average marginal effects (AMEs) assessed whether workplace factors operated differently across tenure groups. Results indicate that perceived organizational attitudes and workplace conditions significantly …


Intersectional Pathways To Prison And Sentence Disparities: Exploring The Role Of Race, Gender Identity, And Sexuality In Women’S Sentencing Outcomes, Jae Collett Jun 2026

Intersectional Pathways To Prison And Sentence Disparities: Exploring The Role Of Race, Gender Identity, And Sexuality In Women’S Sentencing Outcomes, Jae Collett

Dissertations and Theses

This study explores the relationship between race, gender identity, sexuality, and prison sentence length using data from the Survey of Prison Inmates, 2016. While state and federal guidelines are ostensibly in place to prevent disparate sentencing outcomes, research still finds disparities in prison sentence lengths across identities of defendants. Women generally receive more lenient sentences than men, and may be shown chivalry when processed through the criminal legal system. However, qualifications for chivalrous treatment have historically only been accessible to certain women (i.e. cisgender, heterosexual, white women). The social and institutional exclusion queer women and/or women of color experience may …


In Search Of Protective Factors Against Gun-Carrying For Black Male Youth: A Dissertation- Sectional And Longitudinal Analysis Of Secondary Data, Kevin Edward Antwi Jun 2026

In Search Of Protective Factors Against Gun-Carrying For Black Male Youth: A Dissertation- Sectional And Longitudinal Analysis Of Secondary Data, Kevin Edward Antwi

USF Tampa Graduate Theses and Dissertations

This study examines the relationship between risk and protective factors and gun carrying among Black male youth using both individual-level and population-averaged effects. Grounded in the risk and protective factors framework and the ecological systems model, the study explores how protective factors at the individual, peer, school, and community levels influence gun carrying at a single point in time and over time. This research aligns with the Grand Challenges of Social Work by preventing gun violence and informing prevention efforts. Using the baseline and 11 waves of data from the Pathways to Desistance Study, the analysis identifies factors that reduce …


The Medicalization Of Rapists In Psychiatry From 2000-2024, Lily Plowden Jun 2026

The Medicalization Of Rapists In Psychiatry From 2000-2024, Lily Plowden

ETDs from 2020-2029

The process of human problems coming to be defined as medical conditions and thus under the purview of medical professionals is called medicalization. This study examines how psychiatrists medicalize perpetrators of sexual violence, looking particularly at debates around whether to include a new disorder, Paraphilic Coercive Disorder, in the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition. Using a content analysis of n=102 articles, it finds that discussions of the pathology of sexual violence perpetration were prevalent among psychiatric journals from 2000-2024. Psychiatrists medicalize rapists through three pathways: advocating for a new medical disorder; attributing the cause of sexual …


Independent Living Skills For The Aging Population Of Adults With Disabilities, Sara K. Fetter Otd, Otr, Jennifer L. Martin Otd, Otr, Cht, Clt, Michele L. Mccarroll Phd, Faacvpr, Acsm-Ccep, Ccrp, Lssbb Jun 2026

Independent Living Skills For The Aging Population Of Adults With Disabilities, Sara K. Fetter Otd, Otr, Jennifer L. Martin Otd, Otr, Cht, Clt, Michele L. Mccarroll Phd, Faacvpr, Acsm-Ccep, Ccrp, Lssbb

Developmental Disabilities Network Journal

Adults with intellectual disability (ID) are living longer and increasingly outlive family caregivers. Strengthening independent living and vocational skills has therefore become a critical public-health priority. Occupational therapy (OT) can address this need through person-centered, community-based programming. This paper describes the co-design, delivery, and preliminary outcomes of a short occupation-based curriculum intended to enhance autonomy and work readiness in aging adults with ID. In partnership with a Dallas, Texas nonprofit, the authors conducted a needs assessment and created an 8-session course rooted in the Independent Living Model and the Occupational Competence Model. The curriculum addressed four domains (physical health, financial …


Justice-Involved Individual Experiences Accessing Community Reentry Services Postincarceration In Northern California, Pamela Michelle Kesee-Wyre Jun 2026

Justice-Involved Individual Experiences Accessing Community Reentry Services Postincarceration In Northern California, Pamela Michelle Kesee-Wyre

Walden Dissertations and Doctoral Studies

No abstract provided.


How Shale Boom-Era Municipal Debt Could Undermine Community Resilience During The Energy Transition, Brandon Charles Jun 2026

How Shale Boom-Era Municipal Debt Could Undermine Community Resilience During The Energy Transition, Brandon Charles

Center for Policy Research

Local governments in oil and gas-producing regions took on significant municipal debt during the U.S. shale boom to build schools, water systems, and other infrastructure to accommodate rapid population growth. This brief uses Mergent municipal bond issuance data and interviews with local government officials to describe debt accumulation in shale boom communities (N=2,519 counties; 2004–2015) and its implications for the energy transition. The author finds that shale boom communities accumulated approximately $782 more in municipal debt per capita than comparable communities, a 26% increase totaling $1.9 billion across 58 shale boom counties. If production declines and newer residents leave, the …