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Articles 190321 - 190350 of 5156506
Full-Text Articles in Entire DC Network
"They Gave Me One Star?" An Analysis Of Online Reviews Of Hand Surgeons, Stephen J Demartini, Brendan J Navarro, Christopher J Dy
"They Gave Me One Star?" An Analysis Of Online Reviews Of Hand Surgeons, Stephen J Demartini, Brendan J Navarro, Christopher J Dy
2020-Current year OA Pubs
PURPOSE: Measures of patient satisfaction are growing in importance. Patients can use online review websites as opportunities to both praise and criticize their physicians and health care experience. We examined "one star" reviews of American Society for Surgery of the Hand (ASSH) members, with the hypothesis that the types of complaints would differ based on patient management and physician gender (based on social identity).
METHODS: We assembled a list of ASSH members in the Midwest region using the ASSH "Find a Hand Surgeon" tool. We then screened three online physician rating websites, including Yelp.com, Healthgrades.com, and Vitals.com, for physician profiles …
Empirically Exploring The Physical Realizability Of Adversarial Examples, Ruoyao Wen
Empirically Exploring The Physical Realizability Of Adversarial Examples, Ruoyao Wen
McKelvey School of Engineering Graduate Student Theses & Dissertations
The development of autonomous vehicles (AVs) has been accelerated by advancements in deep neural networks (DNNs), which power the complex perception systems necessary for safe and efficient real-world navigation. However, as AVs increasingly integrate into public transportation networks, the robustness of their perception systems against potential vulnerabilities is critical. Among these threats, adversarial attacks—particularly through the use of adversarial patches—pose significant risks. These patches are carefully crafted perturbations designed to mislead DNNs, potentially compromising AV safety by causing incorrect object recognition or misclassification.
While extensive research has demonstrated high attack success rates for adversarial patches in controlled digital environments, their …
Spanish Language Accessibility Within Mississippi Courts, Meredith Dudte
Spanish Language Accessibility Within Mississippi Courts, Meredith Dudte
Honors Theses
As the Hispanic population continues to rise in Mississippi, Spanish language access in the public sector is of increasing importance. This thesis will specifically explore Spanish language access in Mississippi courts, identifying strengths and weaknesses and recommending policy solutions based on the results. To gain a better understanding of court interpretation in Mississippi, I interviewed ten Spanish language court interpreters and two court clerks either working in Mississippi courts or courts in similar southern states. Responses highlighted two themes as strengths: the federal court interpreter test and compensation, four themes as weaknesses: compensation, standards, omissions, and dialects, and four themes …
Compartmental Disaggregation: Bridging Simulation And Sampling Methods For Synthetic Population Data Generation, Dylan Mack
McKelvey School of Engineering Graduate Student Theses & Dissertations
As agent-based models (ABMs) grow increasingly widespread in public health, their associated challenges have become all the more significant. Lauded for their ability to capture population heterogeneity, nonlinear dynamics, and emergent behaviors, disease ABMs are also computationally expensive and often require detailed inputs that describe each agent at the individual-level, known as synthetic population data. Current approaches for synthetic population data generation generally fall into one of two categories: sampling or simulation. These methods are both feasible only under restricted conditions and suffer from challenges surrounding data availability and computing power. This thesis proposes compartmental disaggregation, an intermediate method for …
Predicting Which Genes Will Respond To Transcription Factor Perturbation, Eric L. Jia
Predicting Which Genes Will Respond To Transcription Factor Perturbation, Eric L. Jia
McKelvey School of Engineering Graduate Student Theses & Dissertations
A fundamental issue in mapping regulatory networks between transcription factors and their target genes is the poor overlap between the set of genes bound by a given transcription factor (TF), and the set of genes that are differentially expressed after knocking out or overexpressing the same TF. We began with the hypothesis that to predict whether a gene will respond to perturbation of a TF, it is important to not only consider whether that TF is bound at the gene’s promoter, but also whether other TFs bind at the same promoter.
In this work, we propose a novel modeling procedure …
Comparison Analyses Of Consumer Acceptance, Evoked Emotions, And Purchase Intent Between Gluten-Containing Versus Gluten-Free Chocolate Chip Cookie Products, Shaelyn Frauenhoffer, Eniola Ola, Suzanne Jervis, Susan E. Gauch, Han-Seok Seo
Comparison Analyses Of Consumer Acceptance, Evoked Emotions, And Purchase Intent Between Gluten-Containing Versus Gluten-Free Chocolate Chip Cookie Products, Shaelyn Frauenhoffer, Eniola Ola, Suzanne Jervis, Susan E. Gauch, Han-Seok Seo
Food Science Faculty Publications and Presentations
The demand for gluten-free products has increased significantly over the past few decades. This study aimed to determine differences in consumer acceptance, emotional responses, and purchase intent between gluten-containing versus gluten-free chocolate chip cookies. Twelve commercially available chocolate chip cookie products from 11 brands were evaluated, including 7 gluten-free and 5 gluten-containing options. Eighty-nine participants without celiac disease took part in this 2-day study, evaluating six cookies per day. Participants rated sensory acceptance (appearance, flavor, texture, and overall liking) using a 9-point hedonic scale and evaluated specific sensory attributes (chocolate flavor, sweetness, chewiness, and hardness) using a 5-point just-about-right (JAR) …
Perianal Fistulizing Crohn's Disease-Associated Anorectal And Fistula Cancers: Systematic Review And Expert Consensus, Serre-Yu Wong, Parakkal Deepak, David H Ballard, Et Al.
Perianal Fistulizing Crohn's Disease-Associated Anorectal And Fistula Cancers: Systematic Review And Expert Consensus, Serre-Yu Wong, Parakkal Deepak, David H Ballard, Et Al.
2020-Current year OA Pubs
BACKGROUND & AIMS: Perianal fistulizing Crohn's disease (PFCD)-associated anorectal and fistula cancers are rare but often devastating diagnoses. However, given the low incidence and consequent lack of data and clinical trials in the field, there is little to no guidance on screening and management of these cancers. To inform clinical practice, we developed consensus guidelines on PFCD-associated anorectal and fistula cancers by multidisciplinary experts from the international TOpClass consortium.
METHODS: We conducted a systematic review by standard methodology, using the Newcastle-Ottawa Scale quality assessment tool. We subsequently developed consensus statements using a Delphi consensus approach.
RESULTS: Of 561 articles identified, …
Assessing The Implicit Prices Of Health And Wellness Product Attributes In Pet Food: A Hedonic Analysis Approach, Lonnie Hobbs Jr., Andrew Anderson
Assessing The Implicit Prices Of Health And Wellness Product Attributes In Pet Food: A Hedonic Analysis Approach, Lonnie Hobbs Jr., Andrew Anderson
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Here we examine product attributes present in dry dog food to show there exist potential price premiums and discounts associated with health and wellness attributes in dry dog food. The findings indicate price premiums are associated with attributes related to digestion and allergy care. Pricing discounts are found to be associated with immune support and dental attributes. The results of this study are anticipated to be a starting point for more sophisticated and dynamic analysis of pricing and willingness-to-pay studies in the pet food industry.
Design Of A Novel Low-Cost Hybrid V-Shape Spoke-Type Ferrite Ipm-Synrm For Ev Traction Using Fem Software, Kenghao Cai
Design Of A Novel Low-Cost Hybrid V-Shape Spoke-Type Ferrite Ipm-Synrm For Ev Traction Using Fem Software, Kenghao Cai
Master's Theses
This paper presents a hybrid V-shape spoke type ferrite Interior Permanent Magnet Synchronous Reluctance Machine (PMA-SynRM) for electric vehicle traction application. Ferrite or ceramic IPM-SynRMs compared to Neodymium (NdFeB) based IPM-SynRMs typically have lower torque, power density, and efficiency overall. Motivated by rising costs and international policies making it increasingly more challenging to obtain rare-earth metals, alternatives should be explored. With the help of finite element method (FEM) software, Ansys Maxwell, this study probes into a novel three-phase ferrite-only hybrid Spoke-type V-shaped IPM-SynRM using Tesla Model 3's neodymium powered V-shape interior permanent magnet machine as a benchmark. The proposed motor …
Optimizing And Training An Svm-Based Breast Cancer Tumor Classifier, Kevin Lopatka
Optimizing And Training An Svm-Based Breast Cancer Tumor Classifier, Kevin Lopatka
Master's Theses
With advancements in technology, turning to machine learning has become a popular choice for aiding clinicians in the diagnoses of breast cancer malignancies. While the neural networking approach has been vetted thoroughly, this work aims to take advantage of traditional machine learning techniques; mainly support vector machine learning and the optimizing of feature extraction. The discrete-wavelet transform is used in the feature extraction stage of machine learning. Previous works that use this feature extraction technique are analyzed and expanded upon by utilizing a variety of different wavelets as well as other color-spaces with the goal of achieving higher result metrics …
A Heuristic Approach To Portrait Segmentation And Its Application To Synthetic Bokeh Generation, Charles J. Snead
A Heuristic Approach To Portrait Segmentation And Its Application To Synthetic Bokeh Generation, Charles J. Snead
Master's Theses
Segmentation of portrait images is an important technique used to separate the foreground and background of an image. This separation of layers is useful for selectively applying post-processing techniques to enhance the quality of the image, such as blurring the background. Automatic portrait segmentation is a complex process that can be completed with a high degree of accuracy using deep learning with neural networks, but training and inference are often very computationally expensive. This thesis aims to take a heuristic approach to portrait segmentation by combining classical image processing and computer vision techniques into a solution that can be run …
Enhanced Post-Capture Automatic White Balance For Srgb Images, Eric Huang
Enhanced Post-Capture Automatic White Balance For Srgb Images, Eric Huang
Master's Theses
Automatic white balancing (AWB) aims to correct color casts caused by varying illumination conditions, typically assuming access to RAW sensor data. However, many real-world applications involve only sRGB images that have already been processed by in-camera pipelines. In these cases, traditional AWB algorithms often underperform due to the nonlinear transformations done by these pipelines.
This thesis builds upon a data-driven color correction framework introduced by Afifi et al. that relies on RGB-UV histograms and learned color transforms. A revised automatic white balancing (AWB) framework that improves both color accuracy and runtime efficiency is proposed. A fallback routine is implemented to …
Modeling And Analysis Of A Hybrid Ac/Dc Green Seaport Power System With Photovoltaic Generation And Battery Energy Storage Systems, Corey Zaas
Master's Theses
This thesis investigates the modeling, simulation, and analysis of a Green Seaport power system integrating photovoltaic (PV) generation, battery energy storage systems (BESS), and coordinated protection within a hybrid AC/DC framework. The work improves a previously established model, enhancing it with detailed protection studies and simultaneous AC/DC power flow analysis using EasyPower software. The system was evaluated under a wide range of operating conditions, including varying solar irradiance, battery charge and discharge states, and both full and zero load conditions. Key performance indicators included voltage regulation, power factor behavior, equipment loading, protection device coordination, and total system power losses. Simulation …
Improved Management Strategies For Botrytis Fruit Rot, Macrophomina Root Rot, And Verticillium Wilt In California Strawberry Production, Joseph A. Ramirez
Improved Management Strategies For Botrytis Fruit Rot, Macrophomina Root Rot, And Verticillium Wilt In California Strawberry Production, Joseph A. Ramirez
Master's Theses
Strawberry production in California is limited by plant diseases such as Macrophomina root rot (MRR) caused by Macrophomina phaseolina, Verticillium wilt (VW) caused by Verticillium dahliae, and Botrytis fruit rot (BFR) caused by Botrytis cinerea. Current disease management strategies are compromised due to fumigant regulations or ineffective disease management practices. This thesis investigated methods to potentially improve the management of these three diseases. Two host plant resistance evaluations for MRR and VW were conducted for the 2022-2023 and 2023-2024 growing seasons. Sixty-three strawberry genotypes were screened in both years. All plants were exposed to the pathogen via artificial …
Political Threads In Legal Tapestry: A Computational Analysis Of Executive Branch Legal Interpretation, 1934–2022, Reilly S. Steel
Political Threads In Legal Tapestry: A Computational Analysis Of Executive Branch Legal Interpretation, 1934–2022, Reilly S. Steel
Faculty Scholarship
How does the push and pull between law and politics shape the work of executive branch lawyers charged with providing “neutral” interpretations of the law? To shed light on this longstanding question, this Article undertakes the first large-scale computational analysis of legal interpretation in the executive branch of the United States federal government. Using a new dataset comprised of the texts of 12,879 pages of opinions issued by the Office of Legal Counsel (OLC) in the Department of Justice (DOJ), I use machine learning methods to explore markers of partisanship and ideology in these high-profile executive branch decisions.
Several important …
Constraining The Family Regulation System: The Contribution Of The Restatement Of The Law, Children And The Law, Clare Huntington
Constraining The Family Regulation System: The Contribution Of The Restatement Of The Law, Children And The Law, Clare Huntington
Faculty Scholarship
Advocates, policymakers, and scholars have argued for years that the family regulation system (also known as the child welfare system) fails families. Critics rightly note that the system does far too little to support families proactively and does not address the poverty and structural racism underlying many allegations of child abuse and neglect. The overrepresentation of Black, Native American, and Native Alaskan children in foster care is a stark and disturbing manifestation of these failings.
In response to these concerns, there is an active debate about abolishing or radically reforming the family regulation system to direct government funding to proactive …
Administrative Law And The Pandemic, Gillian E. Metzger
Administrative Law And The Pandemic, Gillian E. Metzger
Faculty Scholarship
American administrative law’s relationship to change is, as they say, complicated. On the one hand, continual evolution has been an endemic feature of American administrative law. Doctrines such as Chevron deference to agency statutory interpretations were born, grew, and declined in just the period from the 1980s to today. On the other, the United States (US) Supreme Court regularly rejects such common law development in administrative law as illegitimate and insists that federal judges must adhere to the original terms of the 1946 Administrative Procedure Act (APA) and other statutes, unless the Constitution requires otherwise. And to this day scholars …
The 100-Year Life And The New Family Law, Naomi Cahn, Clare Huntington, Elizabeth S. Scott
The 100-Year Life And The New Family Law, Naomi Cahn, Clare Huntington, Elizabeth S. Scott
Faculty Scholarship
This chapter reflects on the future of family law in an era of longer lives. Our analysis leads us to conclude that the 100-year life is indeed likely to have an impact on the nature, scope, and definition of family law, but that families will continue to function as the primary setting for intimacy and for caregiving and caretaking, whatever form those families take. Further, the importance to both individual and social welfare of family support throughout life points to a need for reform of current family law doctrine. The impact of longer life on doctrines regulating the relationship of …
Trump Attacks On Climate Science May Violate Numerous Federal Laws, Michael B. Gerrard
Trump Attacks On Climate Science May Violate Numerous Federal Laws, Michael B. Gerrard
Faculty Scholarship
Starting on its first day on January 20, 2025, the second Trump administration has launched an unprecedented rollback of efforts to fight climate change. The Sabin Center for Climate Change Law’s Climate Backtracker already has 117 items.
Much of this is aimed at scientific research on climate change, or has the effect of inhibiting the conduct and dissemination of this research. Many of these actions may also violate federal laws.
This article discusses these actions, some of their legal implications, and the litigation challenges that have already been brought. It begins with actions that are specifically aimed at climate research, …
Toward A Dynamic View Of Corporate Purpose, Dorothy S. Lund
Toward A Dynamic View Of Corporate Purpose, Dorothy S. Lund
Faculty Scholarship
Scholars debating the corporation’s role in society generally advance the view that there is only one desirable orientation for corporations and their management. Specifically, proponents of a stakeholder governance model contend that focusing management on a broad set of corporate constituents maximizes overall welfare, while advocates of a shareholder-centric directive counter that prioritizing shareholders creates social welfare by rendering the firm most profitable. This Article offers another view: It suggests that the welfare-maximizing purpose for corporations could change depending on external economic conditions, which both of these positions assume away. Specifically, shareholder primacy is likely to promote welfare in a …
The Sec, Fraud, And Cryptocurrencies, Lawrence J. Trautman, Brian Elzweig, Neal F. Newman
The Sec, Fraud, And Cryptocurrencies, Lawrence J. Trautman, Brian Elzweig, Neal F. Newman
Faculty Scholarship
The SEC’s Strategic Plan for Fiscal Years 2022–2026 is focused on the impact of the rapidly developing rate of change in new technologies that provide for markets to be more interconnected and interdependent than ever. Because Congress has yet to give the SEC, or any other agency, express authority to regulate cryptocurrency, the SEC has taken a regulation-by-enforcement approach. The SEC’s recent enforcement efforts relating to crypto asset securities were substantial, with enforcement actions addressing a range of alleged misconduct in the crypto asset securities space, including billion- dollar crypto fraud schemes; unregistered crypto asset offerings, platforms, and intermediaries; and …
Cytotoxicity And Surface Area Analysis Of Silver Nanoparticles Encapsulated In Liposomes, Pvp, And Bsa: Effects On Caco-2 And U251 Cells, Rita Byrne, Vinayak Sharma, Bilal Javed, Muhammad Zia Ul Haq, Ahmed Barhoum, Furong Tian
Cytotoxicity And Surface Area Analysis Of Silver Nanoparticles Encapsulated In Liposomes, Pvp, And Bsa: Effects On Caco-2 And U251 Cells, Rita Byrne, Vinayak Sharma, Bilal Javed, Muhammad Zia Ul Haq, Ahmed Barhoum, Furong Tian
Research Outputs: 2025-Present
No abstract provided.
Locked Dimerized Cxcl12 Exerts Radiosensitizing Effects In Head And Neck Cancer, Oscar Villarreal Espinosa, Musaddiq Awan, Abdullah A. Memon, Anne Frei, Jamie Foeckler, Rachel Kuehn, Jennifer Bruening, Becky Massey, Stuart J. Wong, Monica Shukla, Julia Kasprzak, Amit Joshi, Michael B. Dwinell, Heather A. Himburg, Joseph Zenga
Locked Dimerized Cxcl12 Exerts Radiosensitizing Effects In Head And Neck Cancer, Oscar Villarreal Espinosa, Musaddiq Awan, Abdullah A. Memon, Anne Frei, Jamie Foeckler, Rachel Kuehn, Jennifer Bruening, Becky Massey, Stuart J. Wong, Monica Shukla, Julia Kasprzak, Amit Joshi, Michael B. Dwinell, Heather A. Himburg, Joseph Zenga
Biomedical Engineering Faculty Research and Publications
Background
Head and neck squamous cell carcinoma (HNSCC) presents significant treatment challenges, particularly in cases unrelated to human papillomavirus (HPV). The chemokine receptor CXCR4, interacting with its ligand CXCL12, plays a crucial role in tumor proliferation, metastasis, and treatment resistance. This study explores the therapeutic potential of engineered monomeric and dimerized CXCL12 variants (CXCL121 and CXCL122, respectively) in HNSCC and evaluates potential additive effects when combined with radiation therapy.
Methods
Clinical HNSCC biopsies were evaluated for CXCR4 expression in both previously untreated and radiorecurrent disease. HNSCC cell lines were then treated with combinations of CXCL12 variants and radiotherapy and interrogated …
Risk Analysis Index For Estimation Of 30-Day Postoperative Mortality In Hip Fractures., Nithin K Gupta, Hikmat R Chmait, Vikram Gill, Morgan Turnow, Taylor Manes, Benjamin C Taylor, Jack W Weick, Christian Bowers
Risk Analysis Index For Estimation Of 30-Day Postoperative Mortality In Hip Fractures., Nithin K Gupta, Hikmat R Chmait, Vikram Gill, Morgan Turnow, Taylor Manes, Benjamin C Taylor, Jack W Weick, Christian Bowers
Surgery Articles
IMPORTANCE: Hip fractures present a substantial public health challenge, with projections of more than 500 000 per year by 2040. As such, frailty indices such as the Revised Risk Analysis Index (RAI) and the Modified Five-Item Frailty Index (mFI-5) have been recently investigated as metrics for preoperative risk stratification for these patients.
OBJECTIVE: To understand the accuracy of frailty, as measured by the RAI and the mFI-5, for estimating 30-day mortality following surgically managed hip fractures.
DESIGN, SETTING, AND PARTICIPANTS: This retrospective cross-sectional analysis used the American College of Surgeons' National Surgical Quality Improvement database. Patients aged 65 years old …
Not Right Now: Factors Affecting Interruption Decisions In A Healthcare Paradigm, Matthew G. Pacailler
Not Right Now: Factors Affecting Interruption Decisions In A Healthcare Paradigm, Matthew G. Pacailler
Psychology Theses & Dissertations
Interruptions are common in the workplace, but when they happen during high-stakes critical tasks, they can have serious consequences. In the field of healthcare, interruptions can lead to serious adverse events or medication errors. Research on interruption management strategies addresses the potentially harmful outcomes of interruptions but often fails to account for the initial decision to accept or reject the interrupting task. Two experiments were performed to examine the decision-making outcomes for interruptions.
In experiment I, the participants monitored two EKG displays while simultaneously entering medication information into a patient chart. The decision to accept or reject an interruption was …
Investigating The Ability To Perceive Nonverbal Behaviors In Different Interaction Formats, Amanda J. Ashdown
Investigating The Ability To Perceive Nonverbal Behaviors In Different Interaction Formats, Amanda J. Ashdown
Psychology Theses & Dissertations
The rapid rise in interactive video-based communication has raised important questions about how it affects the perception of nonverbal behavior and impression formation. Guided by the Parallel Process Model (PPM), Multiple Resource Theory (MRT), and Working Memory (WM) models, this study investigated the ability of individuals to observe and assess another person’s nonverbal behaviors and form accurate impressions during conversations in live, face-to-face interactions compared to virtual formats. The study employed a 2 (interaction format: live vs. virtual; within-subjects) × 2 (observation type: active vs. passive; between-subjects) × 2 (genuineness: genuine vs. nongenuine behavior; between-subjects) mixed design. Participants either actively …
Fostering Positive Bonds: Exploring Key Influences On Foster Youth-Foster Parent Relationships, Maria Baldivid, Karen Cedano
Fostering Positive Bonds: Exploring Key Influences On Foster Youth-Foster Parent Relationships, Maria Baldivid, Karen Cedano
Electronic Theses, Projects, and Dissertations
Each year, thousands of children enter the U.S. foster care system and spend a significant amount of time in out-of-home care. Unfortunately, many of these children face placement instability, exacerbating the stress and trauma they undergo in addition to the inherent challenges of being in foster care. Recognizing the pivotal role of the foster youth-foster parent relationship due to the prolonged time spent in foster homes, this study aimed to explore influential factors in developing positive relationships from the perspective of former foster youth. Employing a qualitative research design, the study conducted individual virtual interviews, and subsequent data analysis identified …
Postpartum Depression: Factors Contributing To Low Ratings And Treatment, Cheyenne Gibbons-Doyle
Postpartum Depression: Factors Contributing To Low Ratings And Treatment, Cheyenne Gibbons-Doyle
Electronic Theses, Projects, and Dissertations
Postpartum depression affects many women after having a child and some may not understand that postpartum depression is what they are dealing with. It can change the relationship or connection that a mother builds with her baby if left unacknowledged or untreated. The ratings for postpartum depression are fairly low and this study aims to identify the factors contributing to it. The purpose of this study is to discover any barriers women may face when reporting they are experiencing postpartum depression. It is important to clarify any barriers in order to understand the reasons for underreporting. The study will utilize …
The Effectiveness Of School-Based Mental Health Services On School-Aged Children's Mental Health, Melanie Speer, Carolina Martinez
The Effectiveness Of School-Based Mental Health Services On School-Aged Children's Mental Health, Melanie Speer, Carolina Martinez
Electronic Theses, Projects, and Dissertations
The presented study intended to determine the impact a local School- Based Mental Health (SBMH) program had on the Mental Health (MH) symptoms of school-aged children receiving services. The purpose of the study was to evaluate the effectiveness of the SBMH program by comparing the intensity of students’ mental health symptoms pre and post treatment services. Conducting the study was significant, as the results highlighted the need for SBMH services by emphasizing on the impact on the mental and behavioral health symptoms of school-age children. Researcher’s utilized data analysis which consisted of thirty random samples of secondary/archival data. This study …
Evaluation Of The Implementation Of Foster Youth Independent Living Programs In The State Of California, Ingrid Flores
Evaluation Of The Implementation Of Foster Youth Independent Living Programs In The State Of California, Ingrid Flores
Electronic Theses, Projects, and Dissertations
Foster youth transitioning into adulthood often confront a myriad of challenges stemming from limited social capital and unstable support systems. The transition out of foster care, particularly for Transitional Age Youth (TAY), is fraught with barriers including disconnection from familial ties, inadequate knowledge regarding higher education, financial instability, unemployment, and housing insecurity. In 2021, approximately 4,920 foster children aged out of the system, facing the option to participate in extended care programs designed to facilitate their transition into independent living. Despite these programs, many youths struggle to achieve self-sufficiency. Key legislation, including the Child Abuse Prevention and Treatment Act, and …