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Beyond The Binary: The Intersection Of Substance Use And Lgbtq+ Identity, Allyana Musa Aug 2026

Beyond The Binary: The Intersection Of Substance Use And Lgbtq+ Identity, Allyana Musa

Educational Specialist, 2020-current

Substance use among LGBTQ+ youth remains a significant public health concern, with rates of alcohol, marijuana, and other substance use consistently exceeding those of their heterosexual peers. This systematized review examines the literature on substance use interventions for LGBTQ+ youth, with a focus on identifying the program components and theoretical orientations associated with effective and affirming outcomes. Following PRISMA guidelines, a systematic search of ERIC and PsycINFO was conducted to identify peer-reviewed studies published between 2016 and 2026 that addressed substance use among LGBTQ+ youth. Eligible studies included quantitative, qualitative, mixed methods, and conceptual research examining substance use, risk and …


A Systematized Review Of Parent Experiences With Special Education Placement In Rural Communities, Madeline Bishop Aug 2026

A Systematized Review Of Parent Experiences With Special Education Placement In Rural Communities, Madeline Bishop

Educational Specialist, 2020-current

Parents of children enrolled in special education programs often face unique challenges, particularly in rural settings where access to resources and communication with school personnel can be limited. This systematized review explores how rural school systems can best support parents during the special education process. A systematized review of articles published between 2005 and 2025 was conducted. A thematic analysis of 20 articles revealed 3 themes following the review: benefits and barriers to rural special education, professional relationships, and parents’ strain and appreciation. Overall findings highlight the importance of the experiences between parents and school personnel regarding special education. Limited …


Finding Balance: School-Based Yoga Interventions And Their Alignment Within Multi-Tiered Systems Of Support, Ursula Vogt Aug 2026

Finding Balance: School-Based Yoga Interventions And Their Alignment Within Multi-Tiered Systems Of Support, Ursula Vogt

Educational Specialist, 2020-current

School-based interventions that support emotional regulation and student well-being are increasingly emphasized within Multi-Tiered Systems of Support (MTSS). Yoga has emerged as a potential school-based practice; however, its outcomes, alignment with MTSS frameworks, and implementation characteristics remain unclear. This systematized review examined (a) psychological, emotional, and behavioral outcomes associated with school-based yoga interventions, (b) their alignment with Tier 1 and Tier 2 supports, and (c) implementation characteristics that support feasibility in school settings. A systematic search identified 21 U.S.-based studies, which were analyzed using thematic analysis. Findings indicated that yoga interventions were associated with improvements in emotional regulation, stress and …


Supporting Every Student: Optimizing School-Based Mental Health Services For Students With Intellectual Disabilities, Sarah K. Eggleston Aug 2026

Supporting Every Student: Optimizing School-Based Mental Health Services For Students With Intellectual Disabilities, Sarah K. Eggleston

Educational Specialist, 2020-current

Youth with intellectual disabilities (ID) are at considerably greater risk of developing mental health problems compared with the general population; however, their needs are less likely to be identified, and they often face barriers to accessing quality mental health care. School-based mental health professionals (SBMHPs) are uniquely positioned to support students within their natural learning environments, where many common barriers to service provision have been removed. The present study examined the current state of practice among SBMHPs in Virginia in identifying and supporting the needs of students with ID, as well as SBMHPs’ training experiences. An online cross-sectional, mixed-methods survey …


Students With Borderline Intellectual Functioning: Dropping The Label And Reducing The ‘Line’, Samantha M. Sitzman Aug 2026

Students With Borderline Intellectual Functioning: Dropping The Label And Reducing The ‘Line’, Samantha M. Sitzman

Educational Specialist, 2020-current

Students with Borderline Intellectual Functioning (BIF) often experience significant academic and social-emotional difficulties while remaining ineligible for many formal special education services, creating challenges in identifying and supporting this population within school settings. This convergent mixed methods study examined school psychologists’ perspectives regarding the challenges experienced by students with BIF, the interventions commonly used to support them, and the systemic barriers associated with service delivery. Twenty-two practicing school psychologists in Virginia completed a researcher-developed survey containing quantitative and qualitative items. Quantitative data were analyzed using descriptive statistics, and qualitative responses were analyzed using thematic analysis.

Findings indicated that school psychologists …


Cartel Del Noreste And Human Smuggling: Understanding Modern Tactics: A React Case Study, Anjun Dhillon, Isaac J. Moelter Aug 2026

Cartel Del Noreste And Human Smuggling: Understanding Modern Tactics: A React Case Study, Anjun Dhillon, Isaac J. Moelter

Reports, Projects, and Research

On August 23, 2026, three members of Cartel Del Noreste (CDN) attempted to smuggle three people across the U.S. southern border in Laredo, Texas. Francisco Suarez, age 20, along with Luis Daniel Segura Guzman, age 26, prepared to transport the group from Mexico to the United States. The cartel members used Facebook to advertise their transportation services and to recruit aliens who needed help. A third CDN member, Bernardo Aniceto Garza, age 27, was placed in charge of driving the vehicle.


Aligned But Disengaged: Self-Estrangement Weakens Citizenship Behavior In Higher Education, Andrew Krouse, Rob E. Carpenter Aug 2026

Aligned But Disengaged: Self-Estrangement Weakens Citizenship Behavior In Higher Education, Andrew Krouse, Rob E. Carpenter

Human Resource Development Faculty Publications and Presentations

Higher education depends on discretionary employee contributions that sustain coordination, service continuity, and institutional functioning. Yet contemporary governance and accountability pressures can reconfigure higher education work in ways that erode autonomy, line-of-sight, and intrinsic reward, elevating the risk of work alienation, weakening the discretionary behaviors institutions rely on. This study tests whether person–organization fit (POF) predicts organizational citizenship behavior (OCB) and whether multidimensional work alienation mediates this relationship through powerlessness, meaninglessness, and self-estrangement. Using survey data from 325 employees across four U.S. higher education institutions, we applied confirmatory factor analysis and structural equation modeling with bias-corrected bootstrapping. Model comparisons were …


Teen Suicide And The Outcomes Of Surviving Peers, Emily Cuddy, Janet Currie, Elisa Jácome, Lucy Manly Aug 2026

Teen Suicide And The Outcomes Of Surviving Peers, Emily Cuddy, Janet Currie, Elisa Jácome, Lucy Manly

Cowles Foundation Discussion Papers

By age 17, a quarter of U.S. students have experienced a peer suicide. Using linked administrative data from South Carolina and a matched difference-in-differences design, we find that exposure to a peer’s self-harm death increases the probability of a self-harm diagnosis by nearly 50% and both the incidence and frequency of mental health visits. Effects on care use and criminal behavior are concentrated among white boys, and responses diverge by prior mental health history: students without a prior diagnosis increase felony offending rather than care-seeking. Deaths from assault and transportation accidents produce no comparable rise in self-harm, consistent with contagion.


From Birth To Better Health: Educating Mothers With Gestational Diabetes On Breastfeeding Benefits And Glucose Management, Jesse A. Soria Jr, Sarah Smith, Audrey Nolan Smith, Keeley Kosier Aug 2026

From Birth To Better Health: Educating Mothers With Gestational Diabetes On Breastfeeding Benefits And Glucose Management, Jesse A. Soria Jr, Sarah Smith, Audrey Nolan Smith, Keeley Kosier

ELMSN E-Portfolio. A collection of Scholarly and Creative Works

Gestational diabetes mellitus (GDM) increases a mother's risk of developing type 2 diabetes mellitus (T2DM) later in life and can affect an infant's future health. Breastfeeding can help improve a mother's blood sugar control and may lower her future risk of diabetes, but many mothers with GDM do not know about these benefits. This quality improvement (QI) project evaluated a standardized education program on breastfeeding and diabetes prevention for postpartum mothers with GDM at the Family Birthing Center at St. Joseph's Medical Center (SJMC) in Stockton, California. The intervention included a 10- to 15-minute education session and an evidence-based educational …


Mind Over Scrubs – A Peer-Led Anxiety Reduction Program, Nhi T. Tran, Angelica Dirige, Adeleke Fashola Aug 2026

Mind Over Scrubs – A Peer-Led Anxiety Reduction Program, Nhi T. Tran, Angelica Dirige, Adeleke Fashola

ELMSN E-Portfolio. A collection of Scholarly and Creative Works

Nursing students experience elevated anxiety during the transition into accelerated programs, which can negatively affect academic performance, well-being, and retention. This quality improvement project evaluated Mind Over Scrubs, a peer-led anxiety reduction program for incoming Entry-Level Master of Science in Nursing students at the University of the Pacific, consisting of four 45-minute sessions on evidence-based coping strategies. Generalized Anxiety Disorder-7 surveys were administered at baseline, before and after each session, and at two- and four-week follow-ups; Wilcoxon signed-rank tests evaluated matched changes. Thirty-one of 62 enrolled students (50%) attended at least one session. Post-session scores fell below individual baselines for …


An Examination Of Leadership Approaches In Alcoholics Anonymous As Perceived By Its Members, Kelly J. Shaw Aug 2026

An Examination Of Leadership Approaches In Alcoholics Anonymous As Perceived By Its Members, Kelly J. Shaw

Masters Theses and Doctoral Dissertations

This research analyzed leadership dynamics within Alcoholics Anonymous (AA), a 12-step recovery group that operates without traditional organizational structures. Although AA's Ninth Tradition emphasizes minimal formal organization, it allows the formation of service boards and committees. This contradiction raises questions about how AA functions effectively without a clearly defined leadership model. Using a qualitative approach, this study aimed to identify the type of leadership present within AA and explore its impact on maintaining sobriety. Additionally, the study examined AA members' perceptions of leadership and how leadership is reflected in the organization's practices. Applying the six-phase reflexive thematic analysis by (2006), …


Sdrc Update (Volume 7, Issue 3), Dlsu Social Development Research Center Aug 2026

Sdrc Update (Volume 7, Issue 3), Dlsu Social Development Research Center

SDRC Publications

The August 2026 issue of SDRC Update highlights research that addresses emerging social and development challenges in the Philippines. This issue features the launch of the Towards Resilient Platform Work in the Philippines policy report, which presents recommendations on strengthening social protection and skills development for platform workers. It also showcases the Mind the Climate project, which examines the mental health impacts of climate change on Filipino youth living in climate-vulnerable communities. The issue concludes with a Researcher Spotlight on Ms. Ma. Angeles "Maeyet" G. Lapeña, recipient of the 2026 Evolutio Socialis Distinguished Researcher Award, recognizing her contributions to evidence-based …


The True Scope Of Trusting Your Gut: A Study Into The Enteric Nervous System And The Relationship Between The Gut-Brain Axis And The Mind, Bryan Pham Aug 2026

The True Scope Of Trusting Your Gut: A Study Into The Enteric Nervous System And The Relationship Between The Gut-Brain Axis And The Mind, Bryan Pham

Theses & ETDs

Since the early days of medicine, the “gut” had been associated as a seat of emotions and intuition, but as modern science marched forward, the brain itself was given complete dominion over mental health. But thanks to research into the enteric nervous system (ENS), which innervates the digestive tract and bilaterally communicates with the brain as a secondary function, we now know that, in a sense, the gut does indeed have a substantial impact on mental health outside of its primary functions. This profound discovery could potentially cause a massive rewrite for decades of modern neuroscience-based medicine. Overall, the study …


Juvenile Lifers: Adapting To Life While Doing Life, Tristin Faust Aug 2026

Juvenile Lifers: Adapting To Life While Doing Life, Tristin Faust

Theses, Dissertations and Culminating Projects

This qualitative study examined psychosocial maturation among individuals sentenced to life imprisonment for offenses committed during adolescence. Archival interview and survey data were analyzed for 30 men who had been resentenced and released after serving an average of 31 years in prison. Findings revealed a developmental progression across four stages: pre-incarceration, initial incarceration, catalysts for change, and later incarceration. Participants described entering prison with developmental immaturity compounded by trauma, unstable home environments, educational disruption, and antisocial peer influence. Their early years of incarceration were marked by anger, fear, misconduct, and survival-oriented behavior. Over time, participants identified discrete events and ongoing …


Examining Social Anxiety And Barriers To Engagement In School-Based Mental Health Services Among Black American Adolescents, Taylor Walls Aug 2026

Examining Social Anxiety And Barriers To Engagement In School-Based Mental Health Services Among Black American Adolescents, Taylor Walls

Theses, Dissertations and Culminating Projects

Social anxiety is common among Black American adolescents, though research examining the experience of social anxiety among this population is very limited. Furthermore, few studies have explored how sociocultural factors, such as racial discrimination and mental health stigma, may shape Black American adolescents’ perceptions of social anxiety and school-based mental health services. Using qualitative methods, the present study explored Black American adolescents’ perceptions of social anxiety, barriers to help-seeking, and views regarding school-based mental health services. A total of 15 Black American high school students in the northeastern United States (ages 14-15 years; M=16.0, SD=1.2) participated in focus groups and …


Cognitive Flexibility In Broader Autism Phenotype: Does Bilingualism Benefit And Emotion Hinder?, Nardin M. Yacoub Aug 2026

Cognitive Flexibility In Broader Autism Phenotype: Does Bilingualism Benefit And Emotion Hinder?, Nardin M. Yacoub

Theses, Dissertations and Culminating Projects

The broader autism phenotype (BAP) is a milder manifestation of autistic traits just below the clinical threshold for Autism Spectrum Disorder (ASD), and provides a framework for studying and defining these traits in individuals related to autistic people. Cognitive flexibility (CF) is an executive functioning (EF) skill characterized by the ability to switch between tasks or thoughts based on environmental demands. The current study examined whether BAP was associated with CF and how bilingualism and emotion influenced this relationship across development. Previous research has found that bilinguals show enhanced task-switching abilities. Individuals with BAP may show differences in emotional processing, …


Development And Validation Of A Multidimensional Measure Of Role Ambiguity: Integrating Nlp-Based Factor Analytic Techniques With Traditional Psychometrics, Md Allama Ikbal Sijan Aug 2026

Development And Validation Of A Multidimensional Measure Of Role Ambiguity: Integrating Nlp-Based Factor Analytic Techniques With Traditional Psychometrics, Md Allama Ikbal Sijan

Theses, Dissertations and Culminating Projects

This dissertation developed and validated the Multidimensional Role Ambiguity Scale (MRAS), a measure that separates role ambiguity into five subdimensions: goal/expectation/responsibility ambiguity, process ambiguity, priority ambiguity, behavior ambiguity, and performance criterion ambiguity. Although role ambiguity is one of the most studied role stressors in organizational research, it has been measured largely as a single global score, a practice that masks differences among its facets and may explain the inconsistent criterion relationships reported in prior work. Scale development followed the three-step framework of Singh and Rhoads (1991). Thirty items were generated from working definitions grounded in role theory, and fifteen research …


Predictors Of The Mother-Infant Bond: The Role Of Maternal Attachment Style, Parity, Race, And Motherhood Expectations, Samia Qadri Aug 2026

Predictors Of The Mother-Infant Bond: The Role Of Maternal Attachment Style, Parity, Race, And Motherhood Expectations, Samia Qadri

Theses, Dissertations and Culminating Projects

This study examined how maternal attachment style, parity, race, and motherhood expectations, individually and in interaction, predicted the quality of the mother-infant bond during the postpartum period. Grounded in a maternal feminist framework, the study used a quantitative, cross-sectional correlational design. Postpartum mothers aged 20–39 (N = 87) completed validated measures of maternal attachment style, motherhood expectations, mother-infant bonding, and depressive symptoms. Multiple regression compared a Primary Model containing the four focal predictors and planned interaction terms with a Secondary Model that added maternal depressive symptoms as a covariate. Depressive symptoms emerged as the strongest single predictor of bonding, and …


Experiential Learning In Child Life Education, Amanda L. Lockett Aug 2026

Experiential Learning In Child Life Education, Amanda L. Lockett

All Dissertations

Child life specialists support children and families during healthcare experiences and other stressful life events, making it important for child life students to develop both knowledge and practical skills before entering the profession. This study explored how current child life students and recent graduate experienced hands-on learning activities in their child life education. Through interviews, a survey, and follow-up reflection, participants described how activities like role play, case studies, realistic scenarios, activity play plans, and teaching plans influenced their learning and professional development. Participants shared these experiences helped them learn to apply what they learned in the classroom into real …


"I Feel Really Jazzed Up": Using Lesson Study To Improve Teacher Morale In A Rural High School, Caitlin Blackwell Aug 2026

"I Feel Really Jazzed Up": Using Lesson Study To Improve Teacher Morale In A Rural High School, Caitlin Blackwell

All Dissertations

Providing teachers with relevant professional development that uses current research is essential for school success; however, many schools struggle to implement professional development that teachers find beneficial. This study examined how providing on-going teacher-led professional development impacted teacher morale through the implementation of Lesson Study, a cyclical framework for professional development. Using improvement science tools, it was hypothesized that participation in Lesson Study would improve teacher morale by utilizing teacher autonomy and efficacy; however, the study found that collaboration was the driver for improving morale while supporting teacher autonomy and efficacy. Data collected in this study indicated that teacher morale …


When Ai Joins The Team: Exploring Team Development Interventions In Human-Ai Teaming, Lizzie Bell Aug 2026

When Ai Joins The Team: Exploring Team Development Interventions In Human-Ai Teaming, Lizzie Bell

All Dissertations

Team development interventions (e.g., team charters) are systematic activities designed to improve team competencies and processes with the goal of improving overall effectiveness and related outcomes. However, with the growing prevalence of human-autonomy teams, less is known about the effects of team development interventions when an artificial intelligence (AI) agent is included as a teammate. Given the growing utilization of AI in teams, this study investigated the effects of incorporating the AI agent into the chartering process. More specifically, in this study, 60 teams of three (two human and one AI agent) were randomly assigned to one of two conditions: …


Exploring Optimal Indoor Environmental And Spatial Conditions In Virtual Reality: Implications For Human Experience And Productivity, Seonghyuk Son Aug 2026

Exploring Optimal Indoor Environmental And Spatial Conditions In Virtual Reality: Implications For Human Experience And Productivity, Seonghyuk Son

All Dissertations

This dissertation investigates how indoor environmental and spatial design conditions influence human experience and productivity, focusing on thermal conditions, lighting conditions, and spatial configuration. Because people spend most of their time indoors, environmental design plays an important role in comfort, emotional well-being, and cognitive functioning. Although previous studies have shown that temperature, lighting, and architectural features influence human responses, many have examined these variables separately. In addition, relatively few studies have integrated perceptual, emotional, cognitive, and physiological outcomes within a single framework.

Study 1 examined the combined effects of indoor temperature, lighting intensity, and correlated color temperature on cognitive performance …


Explaining The Relationship Between Trust And Dependence: The Unexplored Interactive Effect Of Workload And Individual Differences In Cognitive Abilities, Connie Ku Aug 2026

Explaining The Relationship Between Trust And Dependence: The Unexplored Interactive Effect Of Workload And Individual Differences In Cognitive Abilities, Connie Ku

All Dissertations

Trust is often treated as a key driver of automation use, with the assumption that higher trust leads to greater dependence. Yet findings have been inconsistent, with trust-dependence correlations ranging from negative to positive, and some studies finding no relationship at all. One factor that may explain this inconsistency is mental workload, which has received little attention as a moderator. This research examined whether workload moderates the trust-dependence relationship, and whether attention control, working memory, and fluid intelligence further shape this moderation.

Study 1 used a web-based AI chatbot quiz to test whether workload moderated the trust-dependence relationship. Trust was …


The Startup: Critical Perspectives On Technology Entrepreneurship And Digital Labor, Kochav Koren Aug 2026

The Startup: Critical Perspectives On Technology Entrepreneurship And Digital Labor, Kochav Koren

All Duquesne Faculty Scholarship

Communication and media studies are rapidly reshaped by socio-technological forces within the framework of informational capitalism, where startups emerge as key drivers of the global creative economy. This study critically examines the global startup movement through political economy, classical sociology, and Southern perspectives to assess whether digital entrepreneurship fosters genuine, decentralized innovation or perpetuates speculative financialization and labor precarity. Employing a multi-layered theoretical framework—including Schumpeterian creative destruction, Marxist commodity fetishism, and Weberian charismatic authority—and qualitative fieldwork across North and Latin American tech hubs, the analysis reveals startups as network enterprises that both disrupt markets and reproduce structural inequalities. The findings …


Brainerd Junior High Adaptive Reuse: Independent Senior Living And Community Center, Samantha E. Bowlan Aug 2026

Brainerd Junior High Adaptive Reuse: Independent Senior Living And Community Center, Samantha E. Bowlan

Honors Theses

Brainerd Junior High's proposed adaptive reuse is Bell & Brick: Independent Senior Living and Community Center. The goal is to redefine senior living by integrating it with community engagement. Bell & Brick is place where older adults can enjoy independence while actively participating in community life, bridging the gap between generations. Public spaces are accessed on level one while apartments are on level 2 and 3.


Ai You Can Trust: Understanding The Role Of Structural Assurance And Situational Normality In The Use Of Generative Ai, Olushola Bunmi Abayomi Aug 2026

Ai You Can Trust: Understanding The Role Of Structural Assurance And Situational Normality In The Use Of Generative Ai, Olushola Bunmi Abayomi

Dissertations

The rapid growth of generative artificial intelligence (GenAI) has increased its use in productivity, content creation, and decision support; however, adoption depends on user trust, as GenAI performs tasks that are often associated with human judgment. Drawing on the Trust in Technology Model, this dissertation examines how structural assurance and situational normality influence Trust in GenAI, and how Trust in GenAI affects trusting intentions and users' willingness to depend on GenAI. Structural assurance and situational normality, captured through several factors, were modeled as antecedents of Trust in GenAI and, in turn, trusting intentions. The model was tested using survey-based experimental …


Identifying The Threshold: Using Regulatory Focus As A Predictor Of Ceo Adaptibility During Environmental Changes, George B. Constantine Iii Aug 2026

Identifying The Threshold: Using Regulatory Focus As A Predictor Of Ceo Adaptibility During Environmental Changes, George B. Constantine Iii

Dissertations

Building on research on CEO turnover and strategic leadership, this study examines how decision makers' regulatory focus shapes strategic decision-making and how this can contribute to performance decline, often resulting in CEO replacement. Drawing on regulatory focus theory, the study theorizes that measurable chronic regulatory focus attributes influence decision makers’ capacity to adapt to environmental change—conditions under which prior research suggests executives may become rigid and persist with established strategies. Despite its relevance for strategic adaptation, such chronic trait behavior has received limited attention in the current business literature. To address this gap, effectuation theory is integrated into a simulation-based …


Using Photovoice And Life Course Theory To Understand The Lived Experiences Of Filipino Teenage Parents, Nina Linly D. Capulong, Liane Peña Alampay, Bernice Landoy Mamauag, Jennel Drezza Fe C. Reyes Aug 2026

Using Photovoice And Life Course Theory To Understand The Lived Experiences Of Filipino Teenage Parents, Nina Linly D. Capulong, Liane Peña Alampay, Bernice Landoy Mamauag, Jennel Drezza Fe C. Reyes

Psychology Department Faculty Publications

Teenage parents face the unique challenge of simultaneously navigating adolescence and parenthood. Rising adolescent pregnancy rates in the Philippines necessitate urgent efforts to better understand and support them. Using Photovoice, Filipino teenage parents captured their lived experiences through photographs, resulting in eight themes: (1) Managing stresses and conflicts in partner relationships, (2) Peers as a source of emotional support, (3) Support and strain in family relationships, (4) Shifts in normative adolescent experiences and priorities, (5) Strain and agency in balancing roles, (6) Desire to enhance parenting knowledge and skills, (7) Environmental drivers of early sexual exposure, (8) Sexual knowledge from …


At Risk Students: Ensuring A Successful Transition Into High School, Angela Espada Aug 2026

At Risk Students: Ensuring A Successful Transition Into High School, Angela Espada

Education Theses and Dissertations

This Improvement Science Dissertation in Practice concentrated on the persistent problem of freshman course failure at a large, diverse, Title I high school serving a military-connected community in Central Texas. Although intervention programs existed, an increasing number of ninth-grade students were consistently failing one or more courses during their first year of high school, which revealed several gaps in the campus’s system of support. The Improvement Science framework and two Plan-Do-Study-Act (PDSA) cycles were used to examine the factors contributing to freshman course failure and to assess the interventions implemented to improve academic success as students transitioned into high school. …


An Integrated Model For Post-Hurricane Displacement, Shelter Demand And Shelter Allocation, Nirmal Adhikari Aug 2026

An Integrated Model For Post-Hurricane Displacement, Shelter Demand And Shelter Allocation, Nirmal Adhikari

All Theses

This thesis develops an integrated tract-level framework for estimating post-hurricane displacement, short-term shelter demand, long-term shelter demand, and shelter allocation under hurricane wind hazards. The framework combines parametric wind-field modeling based on HURDAT2 and EBTRK hurricane data with HAZUS-based fragility and loss functions, uninhabitability relationships, demographic factors, and an insurance-sensitive recovery model. Tract-level insurance adequacy is estimated using American Community Survey data, National Association of Insurance Commissioners premium data, and the National Risk Index, using five scenario-based models; the combined home-value and hazard-risk model is adopted for final analyses. To evaluate post-disaster housing capacity, the study estimates the number of …