Predicting Less, Understanding More: Shifting The Use Of Machine Learning From Individual Prediction To Structural Insights In Systems That Affect Children And Families,
2026
University of South Carolina
Predicting Less, Understanding More: Shifting The Use Of Machine Learning From Individual Prediction To Structural Insights In Systems That Affect Children And Families, Amanda J. Fairchild, Joshua Gupta-Kagan, Andrew Barclay
Faculty Scholarship
Machine learning algorithms have been deeply embedded across domains, valued for their capacity to analyze large-scale data and to support a range of descriptive and predictive tasks. Despite their versatility, most applications to date have focused on individual-level prediction at the expense of broader structural insights. This paper shifts that focus by using comprehensive demographic, juvenile justice, and other key data from child-serving agencies in one southern state to examine how juvenile and family court intake structures shape case outcomes in delinquency referrals. Specifically, we combine machine learning algorithms with a doubly robust, potential outcomes-based modeling procedure to estimate the …
Child Labor And State Constitutionalism,
2026
Northwestern Pritzker School of Law
Child Labor And State Constitutionalism, Andrew Hammond, Helen Hershkoff
Northwestern University Law Review
Almost ninety years after Congress banned “oppressive” child labor as part of the Fair Labor Standards Act, employers are pushing state legislatures to let them put children to work in dangerous poultry plants, at hazardous construction sites, and during late shifts on school nights. Perversely, calls to rollback federal protections are camouflaged in the rhetoric of parents’ rights, casting child labor regulation as intrusive, paternalistic, and even socialist—echoing the same corporate arguments used a century ago when the Child Labor Amendment to the U.S. Constitution went down in defeat. These arguments mask the desperate economic circumstances of a parent claiming …
Masthead,
2026
Seattle University School of Law
Table Of Contents,
2026
Seattle University School of Law
Getting Money Out Of Politics By Putting Money Into Politics: A Few Modest Proposals To Reform Seattle’S Democracy Voucher Program,
2026
Seattle University School of Law
Getting Money Out Of Politics By Putting Money Into Politics: A Few Modest Proposals To Reform Seattle’S Democracy Voucher Program, Decker O’Donnell
Seattle University Law Review
Seattle’s Democracy Voucher Program offers an unconventional response to the growing influence of money in American elections: rather than restricting political spending, it seeks to amplify the participation of ordinary voters by providing publicly funded vouchers that residents may assign to participating candidates. This Article examines the program’s development, operation, and constitutional foundation within the modern campaign-finance framework established by Buckley v. Valeo and subsequent Supreme Court decisions. It argues that democracy vouchers provide a constitutionally viable means of broadening participation in campaign financing while mitigating the influence of wealthy donors. The Article identifies two weaknesses in the current system: …
Converting Buildings Is Hard: Why Seattle’S Municipal Government Should Streamline Commercial-To-Residential Conversions,
2026
Seattle University School of Law
Converting Buildings Is Hard: Why Seattle’S Municipal Government Should Streamline Commercial-To-Residential Conversions, Tyler M. King
Seattle University Law Review
The conversion of commercial buildings into housing is a promising solution to the growing housing crisis in many urban areas. However, despite its potential benefits, the process of repurposing commercial spaces is often stymied by complex zoning codes, high conversion costs, and bureaucratic hurdles. This Article argues that the local and state governments in Seattle should adopt more streamlined policies and offer greater incentives to developers to facilitate these conversions. By reforming zoning regulations and providing targeted financial support, municipalities can reduce the barriers to conversion and unlock the potential of underutilized commercial properties. This article examines the legal and …
Legal Malpractice In Washington: Use Of The Rules Of Professional Conduct,
2026
Seattle University School of Law
Legal Malpractice In Washington: Use Of The Rules Of Professional Conduct, Angelo Tadrous
Seattle University Law Review
Legal malpractice claims are difficult to prove. They are difficult to prove because many jurisdictions require that a plaintiff prove that, but for the lawyer’s misconduct, the client would have fared better. Thus, in a malpractice suit, a plaintiff must try a case within a case. Despite this difficulty, many jurisdictions prohibit the use of the Rules of Professional Conduct when litigating a malpractice case. Washington State is one of these jurisdictions. The Washington Supreme Court held in Hizey v. Carpenter that the Rules of Professional Conduct may not be referred to during trial. This Note argues that this prohibition …
Who Decides The Dead? Interpreting Washington’S Disposition Of Remains Statute,
2026
Seattle University School of Law
Who Decides The Dead? Interpreting Washington’S Disposition Of Remains Statute, Wyatt Young
Seattle University Law Review
Washington’s disposition-of-remains statute, RCW 68.50.160, is designed to honor a decedent’s expressed wishes regarding the control and disposition of their body after death. Yet recent litigation reveals a critical gap between the statute’s intent-centered design and its practical enforceability. In Larotonda v. Blackburn, a trial court acknowledged that irreparable harm would occur if a decedent’s burial wishes were ignored but nonetheless denied relief on the grounds that the individual designated to carry out those wishes lacked standing. The result was a legal paradox: a statute that recognizes decedent autonomy in theory but withholds any meaningful mechanism for its enforcement …
Brief Of Amici Curiae Scholars For The Advancement Of Children’S Constitutional Rights In Support Of Respondents: St. Mary Catholic Parish V. Roy,
2026
Washington and Lee University School of Law
Brief Of Amici Curiae Scholars For The Advancement Of Children’S Constitutional Rights In Support Of Respondents: St. Mary Catholic Parish V. Roy, Catherine Smith, Tanya Washington, Robin Walker Sterling, Suzette Malveaux, Barbara Bennett Woodhouse, Sara S. Hildebrand, Abigail L. Fleming, Jeremiah Chin
Scholarly Articles
This Court should consider those most directly impacted by the decision in this case: the intended beneficiaries of Colorado’s Universal Preschool Program (“UPK”), Colorado’s children. To paraphrase Shakespeare, though they be but little, they are constitutional rights-bearers and are thus entitled to be free from state-funded discrimination.
Amici are scholars of children and the law, education law, family law, and anti-discrimination law. Amici draw this Court’s attention to the significant harms children in the LGBT community would bear should Colorado be compelled to allow state-funded religious schools to discriminate against preschoolers. Exempting religious schools from the State’s equal-opportunity and antidiscrimination …
Promoting Developmentally Informed Justice: A Developmental Assessment Referral Framework For Juvenile Transfer Decisions,
2026
University of Denver
Promoting Developmentally Informed Justice: A Developmental Assessment Referral Framework For Juvenile Transfer Decisions, Carly F. Colman
Graduate School of Professional Psychology: Doctoral Papers and Masters Projects
The transfer of youth between juvenile courts and adult courts is one of the most consequential decisions made in the American legal system, as it will influence the youth’s legal outcomes, developmental trajectories, and long-term well-being. Advances in adolescent brain science show that there are many factors associated with youthful offending, including developmental immaturity, susceptibility to external influences, and ongoing neurobiological development—all of which are related to age, rather than being fixed criminal traits. Despite this growing body of evidence, legal decision-making in juvenile transfer and sentencing does not consistently incorporate individualized developmental data. This paper examines the important role …
Elite Mobilisation And Norm Contestation In A Pluralistic Legal System: A Case Study Of The Gambia,
2026
Universitas Islam Internasional Indonesia
Elite Mobilisation And Norm Contestation In A Pluralistic Legal System: A Case Study Of The Gambia, Oumie Njie, Abdou Barrow
Global: Jurnal Politik Internasional
This paper examines elite mobilisation and norm contestation within The Gambia's pluralistic legal framework, encompassing common, customary, and Sharia law, in the context of implementing the Convention on the Rights of the Child (CRC). Despite ratification and domestic legislation, implementation has been significantly challenged by religious leaders and traditional authorities who mobilised resistance against key CRC provisions, including prohibitions on child marriage, child labour, and female genital mutilation (FGM), citing incompatibility with local customs and beliefs. This resistance manifested both implicitly through neglect and explicitly through direct contestation. The paper highlights the tension between civil society organisations and international human …
The New Parens Patriae,
2026
University of Richmond
The New Parens Patriae, Meredith Johnson Harbach
Kentucky Law Journal
No abstract provided.
Juvenile Lifers: Adapting To Life While Doing Life,
2026
Montclair State University
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 …
Brief Of Public Health And Health Law Scholars As Amici Curiae Urging Affirmance In Support Of Plaintiffs-Appellees,
2026
Harvard Law School
Brief Of Public Health And Health Law Scholars As Amici Curiae Urging Affirmance In Support Of Plaintiffs-Appellees, Rachel L. Zacharias, Zeinab Bakhet, Kevin Costello, Maya Manian
Amicus Briefs & Court Filings
INTRODUCTION: Physicians’ use of their judgment and expertise to prescribe drugs and devices for purposes other than those approved by the Food and Drug Administration (“FDA”)—colloquially known as off-label use—is an indispensable feature of modern medicine. The FDA approves drugs as “safe and effective for specific indications.” Christopher M. Wittich, Christopher M. Burkle & William L. Lanier, Ten Common Questions (and Their Answers) About OffLabel Drug Use, 87 Mayo Clinic Procs. 982, 982 (2012). Federal law then generally leaves prescribing decisions, including off-label use of FDA-approved drugs and devices for a patient’s particular indication, to physicians acting under state law …
Litigating The Youth Mental Health Crisis: Mechanisms To Regulate Addictive Social Media Design,
2026
Washington and Lee University School of Law
Litigating The Youth Mental Health Crisis: Mechanisms To Regulate Addictive Social Media Design, Talia Elliott
Washington and Lee Law Review
While social media offers real benefits to users, such as providing access to information and facilitating the free exchange of ideas, excessive social media use is associated with increases in anxiety, depression, and other serious mental-health harms. Social media platforms are designed to maximize profit by capturing user attention, resulting in interfaces that are dangerously addictive and prone to exposing users to harmful content. Currently, social media users alone bear the burden of navigating the dangers of social media. This is untenable. Young users, whose less developed brains leave them more vulnerable to addictive design features, find self-regulation especially challenging. …
Learning From Lochner: When Children Are Harmed By Technological Revolutions,
2026
S.J. Quinney College of Law, University of Utah
Learning From Lochner: When Children Are Harmed By Technological Revolutions, Brooke Hodson Davies
Utah Law Review
Drawing on parallels from child labor reform in the Second Industrial Revolution, this Note argues that stopping Big Tech’s harm to children in the Fourth Industrial Revolution requires Congressional legislation and judicial avoidance of Lochnerian approaches to the Constitution. Like its Big Business predecessors, today Big Tech maximizes profits by harming kids, necessitating government intervention of this market failure. Despite noble attempts, state-based efforts have been rendered relatively ineffective due to legislative non-uniformity, interstate competition, and enforcement limitations. Likewise, federal regulations currently in place fall short and even shield Big Tech from liability. Consequently, Congressional action is urgently needed. Critically, …
Taking The Thumb Off The Scale: Rebalancing Parental And Children’S Rights To Empower Child Protective Services,
2026
S.J. Quinney College of Law, University of Utah
Taking The Thumb Off The Scale: Rebalancing Parental And Children’S Rights To Empower Child Protective Services, Sebastian Wagner
Utah Law Review
This Note provides background on the current legal framework of state prevention of child maltreatment in the United States. It discusses parental rights and the Parental Rights Doctrine, child rights in the United States, and how states prevent child maltreatment through child protective service agencies.
This Note also explores the legal landscape surrounding the balance of parental rights and children’s rights in child welfare cases. One of the central issues in the current framework is how the Parental Rights Doctrine can significantly limit the state’s ability to intervene in cases where children are at risk. State intervention, governed by vague …
The Weight Of Discretion: Examining Perceptions, Decision-Making, And Overrepresentation In Canada's Youth Criminal Justice System,
2026
Dalhousie University
The Weight Of Discretion: Examining Perceptions, Decision-Making, And Overrepresentation In Canada's Youth Criminal Justice System, Adrienne Graham
Dalhousie Journal of Legal Studies
The Youth Criminal Justice Act (YCJA) has changed the way that youth encounter Canada’s criminal justice system. While the reintegration and rehabilitation goals of the YCJA have decreased overall youth custody rates, Black and Indigenous youth continue to be treated differently than other youth. This paper examines the overrepresentation of Black and Indigenous youth in the criminal justice system, the impact of poverty on police oversurveillance, various policing practices, and the role of extrajudicial measures. Through discussing youth perceptions on police legitimacy alongside police perceptions of youth, this paper will demonstrate that in order to further the principles …
Table Of Contents,
2026
Seattle University School of Law
Volume 49 Masthead,
2026
Seattle University School of Law
