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Exploring The Dynamics And Outcomes Of Family Engagement In Child Welfare Services: A Structural Equation Modeling Approach, Jianchao Lai, Michelle Graef, Todd Franke Jan 2025

Exploring The Dynamics And Outcomes Of Family Engagement In Child Welfare Services: A Structural Equation Modeling Approach, Jianchao Lai, Michelle Graef, Todd Franke

Center on Children, Families, and the Law: Faculty Publications

Background: Engaging families effectively in child welfare services remains a persistent challenge, shaped by complex interactions between agency practices and family circumstances. While existing research has explored this issue, it has predominantly relied on data from agency and caseworker perspectives, often overlooking the crucial viewpoint of the families. Objectives: This study investigates families’ subjective experiences and perceptions within the child welfare system, focusing on their satisfaction with child welfare workers and overall engagement. Methods: The study draws on data collected through an evaluation of the implementation of Alternative Response in a Midwestern state. Agency administrative data is integrated with additional …


The Romanticization Of Human-Vampire Relationships: How 'Twilight' And 'The Vampire Diaries' May Prime Young Women To Accept Dating Violence, Natalie M. Bowen Jan 2025

The Romanticization Of Human-Vampire Relationships: How 'Twilight' And 'The Vampire Diaries' May Prime Young Women To Accept Dating Violence, Natalie M. Bowen

UROP Posters

The first literary vampire can be traced back to 18th century Germany, with Johann Wolfgang von Goethe’s poem “Die Braut von Korinth,” but the stereotypical features of a vampire are traditionally accredited to Bram Stoker’s Dracula. Modern vampires, such as Edward Cullen and Stefan Salvatore of the Twilight and The Vampire Diaries series respectively, have managed to win the hearts of teenage girls all across America with their sex appeal and charismatic nature. According to Bandura’s Social Cognitive Theory, individuals learn new behaviors by modeling and imitating the actions of those around them. This comprehensive literature review investigates the connection …


Fp-25-05 First Marriage Rate By Age And Race/Ethnicity, Natalie Bankey Jan 2025

Fp-25-05 First Marriage Rate By Age And Race/Ethnicity, Natalie Bankey

National Center for Family and Marriage Research Family Profiles

No abstract provided.


Fp-25-06 First Divorce Rate By Age And Race/Ethnicity, Natalie Bankey Jan 2025

Fp-25-06 First Divorce Rate By Age And Race/Ethnicity, Natalie Bankey

National Center for Family and Marriage Research Family Profiles

No abstract provided.


The Impact Of Socioeconomic Status On Substance Use Amongst The Hispanic Maternal Population, Emily C. Olivo Jan 2025

The Impact Of Socioeconomic Status On Substance Use Amongst The Hispanic Maternal Population, Emily C. Olivo

Honors Undergraduate Theses

Aim: To explore and synthesize existing research that focuses on the relationship between socioeconomic status and the use of substances amongst the maternal Hispanic population. By examining research and these factors, interventions can be identified to lower reported substance use rates amongst Hispanic mothers of childbearing ages.

Background: Minorities such as Hispanic women deal with a myriad of struggles, especially during motherhood. Socioeconomic status and substance use can contribute to a large part of the struggles faced by this population. Hispanic and Latina will be used interchangeably throughout this review of literature.

Method: A comprehensive electronic review of 3 databases …


Support Needs Of Agrarian Women To Build Household Livelihood Resilience: A Case Study Of The Mekong River Delta, Tran Thi Ngoc Tran Jan 2025

Support Needs Of Agrarian Women To Build Household Livelihood Resilience: A Case Study Of The Mekong River Delta, Tran Thi Ngoc Tran

Dissertations

Problem

Rural livelihood faces significant challenges due to the increasing frequency and severity of climate change impacts. However, the development of women’s livelihood resilience remains constrained by gender-blind policies, limited sex-disaggregated data, and a lack of integration of gender-specific needs and priorities in resilience-building interventions. This study aims to address these critical gaps. This study aims at exploring the perceived support needs of rural agrarian women in building household livelihood resilience to climate change. Specifically, it seeks to (1) understand how household livelihood resilience is perceived by rural agrarian women, and (2) identify the support they require to effectively adapt …


Cultural Factors In Alcohol And Other Drug Use Among Immigrant Youth In Western Australia: A Qualitative Investigation, Justine Dandy, Caroline Ng Tseung-Wong, Amanda M. George, Byron L. Zamboanga, Vilma Palacios Jan 2025

Cultural Factors In Alcohol And Other Drug Use Among Immigrant Youth In Western Australia: A Qualitative Investigation, Justine Dandy, Caroline Ng Tseung-Wong, Amanda M. George, Byron L. Zamboanga, Vilma Palacios

Research outputs 2022 to 2026

Objectives: Our aim was to identify the influence of heritage cultural factors and mainstream Australian cultural norms on young culturally and linguistically diverse (CaLD) immigrants’ alcohol and other drug (AOD) use attitudes, motives for use, and behaviors. Method: We conducted nine focus groups with 55 youth (aged 16–30; 22 female, 33 male). Participants were from diverse cultural backgrounds including India, Sri Lanka, Ethiopia, Eritrea, Sudan, Hazara-Afghanistan, Burma (Chin and Karen), Malaysia, Singapore, and China. They were first- (80%) and second-generation immigrants to Australia. Results: We constructed three overarching themes: bicultural conflict, freedom versus constraints, and the intersection of gender and …


Loving-Learning-Leading-Living: A Scholarly Personal Narrative Of A Black Gay Father, Russell E. Thornhill Jan 2025

Loving-Learning-Leading-Living: A Scholarly Personal Narrative Of A Black Gay Father, Russell E. Thornhill

Antioch University Dissertations & Theses

This dissertation examines the roles, challenges, and contributions of a Black Gay father, a demographic largely absent from academic discourse. While literature explores themes of the church, LGBTQ+ identities, and social justice, there remains a critical gap addressing the lived experiences of a Black Gay father. This study fills that void by elevating narratives as community activists, family leaders, and clergy members, acknowledging their transformative impact within familial and societal structures. The methodology used is the Scholarly Personal Narrative (SPN). It allows for in-depth, reflective engagement with personal experiences in conversation with scholars while situating them within broader sociocultural, theological, …


Black Birth Work As Radical Praxis: A Hermeneutic Phenomenological Inquiry Of Leadership Among Black Birth Workers, Lesa C. Clark Jan 2025

Black Birth Work As Radical Praxis: A Hermeneutic Phenomenological Inquiry Of Leadership Among Black Birth Workers, Lesa C. Clark

Antioch University Dissertations & Theses

This hermeneutic phenomenological study explores the leadership experiences of Black birth workers (BBWs), revealing critical insights into leadership dynamics within maternal healthcare. Through a theoretical framework integrating African feminism, Black feminism, and anti-racist feminism, the research examines how BBWs conceptualize and enact leadership through embodied, relational, and liberatory approaches. This study addresses a significant gap in leadership literature, particularly regarding generational knowledge and practices of BBWs, which remain understudied despite their vital role in Black maternal healthcare. This study reveals distinct leadership perspectives and methodologies through in-depth interviews with eight BBWs and a detailed interpretive analysis. The findings contribute to …


Reimagining Care: Experiences Of Trauma-Informed Approaches And Deinstitutionalization In Caribbean Child Welfare, Sarah L. Subhan Jan 2025

Reimagining Care: Experiences Of Trauma-Informed Approaches And Deinstitutionalization In Caribbean Child Welfare, Sarah L. Subhan

Antioch University Dissertations & Theses

This study explored the perceptions and experiences of child welfare professionals on trauma-informed care and implications for deinstitutionalization in Trinidad and Tobago. The qualitative study utilized research interviews from 21 participants to inform findings. The participants included professionals from various agencies who work with children in care and protection. Thematic analysis was used to analyze the data, yielding six overarching themes (1) the need for training and capacity building in child protection, (2) systemic and organizational challenges to trauma informed care, (3) cultural and community factors impacting child protection, (4) the need to support family units as a pathway to …


Cultivating Empathy: A Content Analysis Of Empathic Themes In Best-Selling Children's Books, Elnaz J. Afousi Jan 2025

Cultivating Empathy: A Content Analysis Of Empathic Themes In Best-Selling Children's Books, Elnaz J. Afousi

Antioch University Dissertations & Theses

This study examines the presence and nature of empathic content in best-selling children’s picture books, with a focus on developmental relevance for preschool-aged readers. Using a modified version of the iEPIC empathy coding system, 10 titles from the New York Times best-seller list were analyzed to assess the frequency and complexity of three empathy-related constructs: Emotion or State Description (ESD), Exploring Emotion or State (EES), and Empathic Understanding or Concern (EUC). Results indicate that while all books contained some empathy-related content, ESD3 (self-reflective emotional descriptions) and EUC2/EUC4 (understanding and helping others) were most prevalent, suggesting an emphasis on both intrapersonal …


Transnational Grandparent Migration And Care-Giving: A Systematic Scoping Review, Hien Thi Nguyen, Catriona Stevens, Loretta Baldassar Jan 2025

Transnational Grandparent Migration And Care-Giving: A Systematic Scoping Review, Hien Thi Nguyen, Catriona Stevens, Loretta Baldassar

Research outputs 2022 to 2026

Grandparents are increasingly participating in international migration to resettle with or visit adult children and grandchildren living overseas. In doing so, they make important social, cultural, emotional and financial contributions to transnational families, in particular through providing unpaid childcare and domestic work. This scoping review aims to examine the extent, range and nature of studies on transnational grandparent migration and care-giving to provide an overview of existing research. The review was conducted in August 2022, following Arksey and O’Malley’s scoping review methodology. Of 2,099 sources identified using nine databases, supplemented with manual searching (including grey literature), 65 (qualitative, quantitative and …


The Affordable Care Act And The For-Profit Congregate Care Industry: How Good Policy Intent Turned A Fringe Industry Into A Taxpayer-Funded Multi Billion Dollar Industry, Erin Viehmann Jan 2025

The Affordable Care Act And The For-Profit Congregate Care Industry: How Good Policy Intent Turned A Fringe Industry Into A Taxpayer-Funded Multi Billion Dollar Industry, Erin Viehmann

College of Graduate Studies: Theses & Dissertations

The Affordable Care Act significantly transformed the for-profit congregate care (FPCC) industry, which provides residential treatment for adolescents with behavioral and mental health issues. This study analyzes financial records from Universal Health Services (UHS), the largest provider in the industry, to examine how healthcare policy changes and economic conditions affected the industry's growth and funding structure. Through analysis of SEC Form 10-K filings from 2006-2016, the research documents how the ACA's mental health coverage mandates created new revenue streams that enabled dramatic industry expansion. Findings show that following ACA passage in 2010, UHS more than doubled its behavioral health capacity …


The Overlooked Dynamics Of Sibling Violence: Sociological Perspectives And Intervention Strategies, Rowland Edet Jan 2025

The Overlooked Dynamics Of Sibling Violence: Sociological Perspectives And Intervention Strategies, Rowland Edet

Department of Sociology: Faculty Publications

Sibling violence (SV) represents a pervasive yet underexplored dimension of family violence, encompassing physical, emotional, and psychological abuse. This paper critically examines the intersection of gender dynamics, societal norms, and family structures in shaping SV behaviors. Using social learning theory (SLT) as a foundational framework, the analysis explores how gendered expectations and traditional roles influence the prevalence and forms of aggression, with boys more likely to exhibit overt physical aggression and girls engaging in relational aggression. The paper critiques the deterministic tendencies of SLT, highlighting the agency of individuals in rejecting modeled behaviors, and incorporates intersectionality to address the interplay …


Comparison Of The Division And Fairness Of Household Labor Between The 1980s And Early 2000s, Madeline Rose Provins Jan 2025

Comparison Of The Division And Fairness Of Household Labor Between The 1980s And Early 2000s, Madeline Rose Provins

Cal Poly Humboldt theses and projects

The purpose of this thesis is to examine change in the gendered division of household labor between the 1980s and early 2000s. The division of household labor has historically been inequitable reflecting parallel social hierarchies, power imbalances, and systemic inequalities outside the home.

I used a cohort sample of 1,157 respondents combined from the 1988 Wave 1 of the National Survey of Family and Households (NSFH) and the 2003 Wave 3 to test four hypotheses related to gender and household labor. I found that between 1988 and 2003, the gender gap closed in mean hours a week devoted to indoor …


Young Adults’ Views On Personal Death, Victor N. Soto Jan 2025

Young Adults’ Views On Personal Death, Victor N. Soto

Anthós

Within academic discussions of death and dying, there is a deficit of qualitative studies on how young adults view personal death. This article explores young adults’ (18-24) views on personal death using inductive coding of the transcriptions of three 1:1 interviews and one focus group. Soto’s findings show that young adults view their personal death in three ways: 1) they reflect on family death experiences as frames of reference for personal death, 2) they rely on a life well- lived to ease anxiety around personal death, and 3) they use humor as a coping mechanism in thinking about and discussing …


Grandparenthood And Psychological Well-Being Of Middle-Aged And Older Adults: Multigenerational Family Relationships In China, Dandan Zhao Jan 2025

Grandparenthood And Psychological Well-Being Of Middle-Aged And Older Adults: Multigenerational Family Relationships In China, Dandan Zhao

Electronic Theses & Dissertations (2024 - present)

This dissertation examines whether and how experiences of grandparenthood—including becoming a grandparent, providing grandchild care, living with grandchildren, and exchanging intergenerational support—affect the well-being of middle-aged and older adults in China. Drawing on data from the China Health and Retirement Longitudinal Study (CHARLS, 2011–2018), a nationally representative survey of Chinese adults aged 45 and older, the study employs Ordinary Least Squares (OLS) regression and random effects models to investigate the associations between multigenerational family relationships and depressive symptoms among this population.

There is limited evidence that the transition to grandparenthood itself has a significant impact on psychological well-being. However, patterns …


Formation, Operation, And Maintenance Of A Community Advisory Board For Research With Lgbtq+ Parents, Aubrey Jones, Olivia S. Yinger, Rachel H. Farr, Keisa Fallin-Bennett, Sabrina Beiring, Cassi Crouse, Carolyn Greenstrom Dec 2024

Formation, Operation, And Maintenance Of A Community Advisory Board For Research With Lgbtq+ Parents, Aubrey Jones, Olivia S. Yinger, Rachel H. Farr, Keisa Fallin-Bennett, Sabrina Beiring, Cassi Crouse, Carolyn Greenstrom

Transforming Communities

Community-engaged research is becoming increasingly popular to promote health equity. Objective: The purpose of this paper is to describe the formation, operation, and maintenance of a community advisory board (CAB) of LGBTQ+ parents and healthcare providers who work with LGBTQ+ parents. Method: Using Newman and colleagues outline, we describe the formation, operation, and maintenance phases of our CAB process. Inclusion criteria for CAB members is as follows, CAB members must be 18 years of age or older, live in the U.S., and (a) self-identify as LGBTQ+ and have had a child in the NICU more than five years prior to …


A Narrative Inquiry On The Parent-Child Relationships Of Higher-Weight Late Adolescents, Hien Anh Miguel G. Dang, David Rigel Dela Cruz Panes, Belle Beatriex' M. Alemania Dec 2024

A Narrative Inquiry On The Parent-Child Relationships Of Higher-Weight Late Adolescents, Hien Anh Miguel G. Dang, David Rigel Dela Cruz Panes, Belle Beatriex' M. Alemania

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Late adolescence is a crucial developmental phase marked by significant psychological and emotional changes as individuals transition from childhood to adulthood. However, the specific impact of parental influence on the body image of higher-weight adolescents remains underexplored. This narrative study aimed to examine the parent-child relationship of higher-weight Filipino adolescents, delving more into how parental opinions influence late adolescents' well-being and perception of their bodies. To answer the objective, a qualitative method through semi-structured interview was employed where four participants were chosen by conducting purposive and snowball sampling. Various themes emerged, mainly struggles with body weight acceptance and insecurities, internalizing …


Ilaw Ng Ibang Tahanan: Transnational Mothering Practices Of Overseas Filipina Domestic Workers During The Covid-19 Pandemic, Arvin John C. Ramirez Dec 2024

Ilaw Ng Ibang Tahanan: Transnational Mothering Practices Of Overseas Filipina Domestic Workers During The Covid-19 Pandemic, Arvin John C. Ramirez

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Filipino mothers traditionally serve as primary caregivers and, at times, as the main breadwinners for their families. With limited opportunities in the Philippines, many seek employment abroad, leaving their children behind. Data from the Philippine Statistics Authority indicated that female Overseas Filipino Workers (OFWs) often engage in elementary jobs, including domestic work and caregiving. The COVID-19 pandemic added a challenge in fulfilling their maternal needs since health and safety have become everyone’s priority. This study investigates the transnational mothering practices of overseas Filipina domestic workers during the pandemic and how these practices differ from those before the health crisis. Through …


Exploring Dalit Representation In The Federal Government Of Nepal: A Sociological Perspective On Decision-Making Dynamics, Makar Bahadur Sarki Dec 2024

Exploring Dalit Representation In The Federal Government Of Nepal: A Sociological Perspective On Decision-Making Dynamics, Makar Bahadur Sarki

Transformations

Dalit Representation in the Federal Government of Nepal is the main problem now. The Dalit members of parliament of each party are struggling to participate in the Government’s Cabinet. All Governments of Nepal are ignoring to ensure the Dalit representation in the cabinet. Although the constitution of Nepal adopted the inclusive principle, it does not implement in the cabinet of the Federal Government of Nepal. Dalit members of parliament face opportunities loss in each cabinet of Nepal Government. But it is gaps in research till now. What is the reason behind it not implementing the legal provision? Is it human …


The Significance And Impact Of Traditional Naming Practices In The Meru Community Of Tanzania, Wariaeli Ismaeli Pallangyo, Eliakimu Sane Dec 2024

The Significance And Impact Of Traditional Naming Practices In The Meru Community Of Tanzania, Wariaeli Ismaeli Pallangyo, Eliakimu Sane

Journal of Humanities and Social Sciences

In Africa, names are not assigned arbitrarily. They are deliberately chosen to reflect communities’ social, economic and political understandings. The Meru people, residing in northeastern Tanzania, near Mount Meru, identify themselves through ethnic names that embody their cultural practices. This article examines the significance of Meru traditional names, variations and their enduring value in increasing globalisation and cultural homogenisation, drawing on data from the Meru community. Employing a case study design, qualitative data were collected through focus group discussions and semi-structured interviews with 49 participants recruited using snowball sampling. Thematic analysis, facilitated by Microsoft Excel, was utilised for data transcription …


Improving Health And Well-Being Through Shared Family Meals, Halle Larson, Savannah Daines, Stacy Bevan, Palak Gupta, Mateja R. Savoie-Roskos Dec 2024

Improving Health And Well-Being Through Shared Family Meals, Halle Larson, Savannah Daines, Stacy Bevan, Palak Gupta, Mateja R. Savoie-Roskos

All Current Publications

Shared family meals provide numerous benefits for children, adolescents, and parents, including improved diet quality, healthier weight, better academic performance, stronger family bonds, and enhanced mental health. Regular family meals help children develop healthier eating habits, reduce risky behaviors, and foster communication skills. Despite challenges such as busy schedules and differing dietary preferences, families can overcome obstacles by starting small, keeping meals simple, involving everyone in meal prep, and minimizing distractions like screens. Creating a positive, flexible mealtime routine can help integrate these valuable moments into family life.


Stress, Screens, And Social Skills: Parental Stress As A Longitudinal Predictor Of Preschool Social Behavior Mediated By Parental Technoference, Sarah Ashby Dec 2024

Stress, Screens, And Social Skills: Parental Stress As A Longitudinal Predictor Of Preschool Social Behavior Mediated By Parental Technoference, Sarah Ashby

Theses and Dissertations

This study examines the longitudinal relationship between parental stress, parental technoference, and preschool children's social behavior, including physical aggression, relational aggression, and prosocial behavior. Using data from Project M.E.D.I.A., the study explores how parental stress may be linked to disruptions in parent-child interactions through increased use of digital media, termed "technoference." It was predicted that an increase in parental stress would increase physical and relational aggression, and decrease prosocial behavior over time, as mediated by parental technoference. A sample of 460- parent-child dyads was analyzed across three time points using structural equation modeling. Despite expectations, results did not find significant …


How Do Religious Women Cope With Marital Conflict And Hardship? Article 2, Elizabeth M. Lyman, Loren D. Marks, David C. Dollahite, Chelom E. Leavitt, Tamara M. Chamberlain, Christina N. Cooper Dec 2024

How Do Religious Women Cope With Marital Conflict And Hardship? Article 2, Elizabeth M. Lyman, Loren D. Marks, David C. Dollahite, Chelom E. Leavitt, Tamara M. Chamberlain, Christina N. Cooper

Faculty Publications

Frequent and unresolved conflict is a significant relationship risk factor for divorce, but it has also been shown that religion strengthens marriages, specifically in ways that give direction and motivation for couples in resolving marital conflict or other marital hardships. Thus, a study of how successful religious couples resolve conflict is pertinent in helping us better understand how to strengthen marriages and families. Our qualitative study of 113 highly religious women of diverse faiths and races found that women’s perceived relationship or connection with God reportedly impacted conflict resolution and coping with marital hardship. Results suggest greater reconciliation and unity …


Infrastructure And Innovation: Unveiling The Impact Of City Size On Individual Innovation Perceptions From A Global Dataset, Muhammad Faraz Riaz Dec 2024

Infrastructure And Innovation: Unveiling The Impact Of City Size On Individual Innovation Perceptions From A Global Dataset, Muhammad Faraz Riaz

CBER Conference

Cities are hubs of diverse capital resources, fostering knowledge-driven environments conducive to creativity, entrepreneurship, and technological awareness. This study explores the role of socioeconomic, cultural, and demographic factors in shaping the innovation intentions of individuals, analyzing individual perceptions of science and technology’s value using a multi-wave global dataset. The three latest waves of the World Values Survey (2005-2009, 2010-2014, and 2017-2020) are used to analyze the relationship between individual intentions to innovate and the town size. The findings suggest that residents in big cities tend to see science and technology as making their lives easier, healthier, and more comfortable, and …


¿Qué Dijo El Médico?: Creating A Procedural Preparation Booklet For Spanish-Speaking Patients And Families In The Pediatric Hospital Setting, Caitlyn Bockbrader Dec 2024

¿Qué Dijo El Médico?: Creating A Procedural Preparation Booklet For Spanish-Speaking Patients And Families In The Pediatric Hospital Setting, Caitlyn Bockbrader

Honors Projects

The purpose of my Honors Project is to demonstrate the need for and creation of a resource that supports Spanish-speaking children’s ability to cope through commonly stressful medical procedures. In developing this project, I conducted a literature review on the efficacy of preparation booklets in lessening pre-procedural anxiety, cultural considerations for the Hispanic community, and current barriers to equitable language access in healthcare settings. My final product was designed to answer the following question: How can the psychosocial outcomes of Spanish-speaking children in U.S. hospitals be improved through the use of Child Life procedural preparation materials? In answering this question, …


Patterns Of Activity Participation And The Well-Being Of Older Adults In Singapore, Zidane Tiew, Rachel Ngu, Yi Wen Tan Dec 2024

Patterns Of Activity Participation And The Well-Being Of Older Adults In Singapore, Zidane Tiew, Rachel Ngu, Yi Wen Tan

ROSA Research Briefs

Older adults participate in different types of activities and do so in varying frequencies. In this study, we utilised latent class analysis to identify underlying patterns of activity participation among the SLP respondents. We found three patterns: (i) generally active (i.e., socially, physically, and digitally active), (ii) physically and digitally active, and (iii) digitally active. Furthermore, we found that respondents who were more broadly active were more likely to experience higher levels of life satisfaction than those who were only digitally active. These respondents tended to be from higher socioeconomic backgrounds, report having better health, or had more close social …


Ephemeral Legacy, Allison Hall Dec 2024

Ephemeral Legacy, Allison Hall

Master's Theses

Recently, my thoughts have centered on the problem of legacy. How do we forge bonds with other humans? What happens on an interpersonal level when these humans pass away, or when we pass, and they continue in life? How do queer spaces consistently offer deeper phenomena of interpersonal legacies; how does death operate as generational catalyst? I am particularly interested in putting these questions in the context of queer spaces. In queer culture, kinship is formed in ways that break from typical western notions of kinship. Despite being incoherent to western notions of family, queer bonds are extremely strong (Bradway …


Foster Care, Substance Use, And Social Determinants Of Health In South Carolina: A Geographic Approach, Patricia Carbajales-Dale Dec 2024

Foster Care, Substance Use, And Social Determinants Of Health In South Carolina: A Geographic Approach, Patricia Carbajales-Dale

All Dissertations

Foster care is a critical intervention for vulnerable children, with approximately 400,000 children entering the system annually in the United States. Parental substance use, second only to neglect, is now a leading cause of foster care entry. While previous research has explored the relationship between socioeconomic factors and foster care, few studies have incorporated spatial approaches at the neighborhood level to understand how factors such as economic inequality, healthcare disparities, and substance use influence foster care entries. This study addresses that gap by integrating spatial analysis and machine learning techniques to examine the geographic and social dynamics underlying foster care …