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Articles 60571 - 60600 of 2913340
Full-Text Articles in Entire DC Network
Recruitment Messaging, Authenticity, And Representation: A Mixed Methods Action Research Study In A Public School System, Chavis A. Sims
Recruitment Messaging, Authenticity, And Representation: A Mixed Methods Action Research Study In A Public School System, Chavis A. Sims
Theses and Dissertations--Educational Leadership Studies
This study employed a Mixed Methods Action Research (MMAR) design to examine recruitment communication within a public school system facing persistent underrepresentation of minority educators. Recruitment prototypes were developed in collaboration with district leadership and evaluated in a formative pilot involving 15 educators who provided Likert-scale ratings and written feedback on clarity, cultural relevance, persuasiveness, and engagement. Quantitative findings indicated that messaging emphasizing professional purpose and pathways into teaching was perceived as clear and engaging. In contrast, cultural relevance consistently received the lowest ratings across prototypes. Qualitative responses revealed that reliance on non-local and AI-generated imagery weakened perceived authenticity and …
The Development Of Self-Efficacy Among New Residence Life Professionals, Kenyatta S. Jeter
The Development Of Self-Efficacy Among New Residence Life Professionals, Kenyatta S. Jeter
Theses and Dissertations--Educational Leadership Studies
New professionals in student affairs, particularly those working in housing and residence life, face complex job responsibilities that demand a high level of confidence and preparation. The purpose of this study was to increase resident directors’ sense of self-efficacy as they transition into their new role. This study employs a mixed methods action research (MMAR) design to explore the development of an effective onboarding and training framework to support housing and residence life professionals in successfully transitioning new resident directors into their roles.
An intervention plan was developed in collaboration with key stakeholders to increase resident directors’ sense of self-efficacy …
Problem-Based And Practice-Driven: Designing For Engagement In An Online Educational Leadership Program, Owens G. Saylor
Problem-Based And Practice-Driven: Designing For Engagement In An Online Educational Leadership Program, Owens G. Saylor
Theses and Dissertations--Educational Leadership Studies
Virtual professional learning has emerged as a flexible and scalable solution for developing educational leaders, particularly those navigating demanding roles and geographic barriers. However, these benefits often come at the cost of diminished engagement, interaction, and practical application to real-world leadership challenges. Without intentional design, virtual sessions risk becoming passive and disconnected, undermining their professional development value. This study responds to these challenges by exploring how a problem-based learning (PBL) approach can improve engagement in the virtual component of the Kentucky Leadership Rising (KLR) Aspiring Superintendent Workshop Series.
This mixed methods action research (MMAR) study examined participants’ perceptions of engagement …
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Theses and Dissertations--Educational Leadership Studies
International schools allocate substantial resources to implement progressive curricular innovations; however, the advantages offered by these developments are contingent on their effective execution within classroom settings. This mixed methods action research (MMAR) study examined the implementation of the International Baccalaureate (IB) Global Context (GC) Strategy in the Middle Years Programme (MYP) at an international school in China and asked how the school might strengthen its capacity to enact this and similar innovations. Following a sequential MMAR design, a reconnaissance phase combined a whole-staff survey (n=87) with qualitative interviews to diagnose the individual, organizational, and contextual factors shaping implementation. Analyses identified …
Unveiling The Shadows: An Exploratory Study On Ghostwriting, Gray Markets, And The Ethics Of Contract Cheating, Micah Crawford
Unveiling The Shadows: An Exploratory Study On Ghostwriting, Gray Markets, And The Ethics Of Contract Cheating, Micah Crawford
Theses and Dissertations--Educational Policy Studies and Evaluation
Contract cheating has become an increasingly complex challenge for higher education, particularly as digital platforms, global academic labor markets, and generative artificial intelligence reshape the production and detection of academic work. While much of the existing literature examines contract cheating from the perspectives of students, faculty, and institutions, less attention has been given to the individuals who produce ghostwritten academic work. This dissertation addresses that gap by exploring how shadow scholars understand their roles, ethical boundaries, and participation within the academic integrity ecosystem.
Using an exploratory qualitative design, this study draws on twelve semi-structured narrative interviews with six freelance academic …
Biomechanical Effects Of Exercise-Based Interventions In Chronic Nonspecific Low Back Pain: A Systematic Review And Meta-Analysis, Lara De Vecchi Machado
Biomechanical Effects Of Exercise-Based Interventions In Chronic Nonspecific Low Back Pain: A Systematic Review And Meta-Analysis, Lara De Vecchi Machado
Theses and Dissertations--Kinesiology and Health Promotion
Chronic nonspecific low back pain (CNLBP) is the leading cause of years lived with disability worldwide and represents a complex, multifactorial, and heterogeneous condition. It is characterized by substantial interindividual variability in muscle activation patterns, lumbo-pelvic coordination, and movement strategies. Although exercise is widely recommended as a first-line intervention and its clinical benefits are well established, the biomechanical mechanisms underlying functional improvement remain fragmented in the literature and are rarely synthesized quantitatively.
This dissertation conducted a systematic review with meta-analysis to investigate the biomechanical effects of exercise-based interventions in individuals with CNLBP. A total of 39 studies were included and …
Leadership Perceptions In Mid-Major Ncaa Athletics: Exploring Women's Teams Head Coaches' Experiences With Athletic Department Senior Staff, Sydnie A. Steele
Leadership Perceptions In Mid-Major Ncaa Athletics: Exploring Women's Teams Head Coaches' Experiences With Athletic Department Senior Staff, Sydnie A. Steele
Theses and Dissertations--Education Sciences
Leadership practices within NCAA Division I athletic departments can shape the professional climate, well-being, and stability of the coaching staff. Yet, limited research has explored how senior administrators influence the experiences of coaches who lead women’s teams at mid-major institutions. This phenomenological inquiry study explored how head coaches interpret their interactions with senior athletic department staff and how these relational dynamics inform perceptions of support.
Twelve Division I head coaches participated in semi-structured Zoom interviews about their experiences at former institutions. The interview protocol integrated the LMX-7 framework with open-ended questions to capture the significance of the head coaches’ lived …
Exploring High School Students’ Learning Interests And Information Sources On Viruses And Covid-19, Sahar Alameh, James W. Keck, Elizabeth Loh, Lin Xiang, Scott M. Berry, Anna G. Hoover, Abigail Knapp, Savannah Tucker
Exploring High School Students’ Learning Interests And Information Sources On Viruses And Covid-19, Sahar Alameh, James W. Keck, Elizabeth Loh, Lin Xiang, Scott M. Berry, Anna G. Hoover, Abigail Knapp, Savannah Tucker
Science, Technology, Engineering, and Mathematics (STEM) Education Faculty Publications
This study investigates high school students’ health-information seeking behaviors related to COVID-19 and viruses in a rural area of the south-central United States, and how these behaviors relate to students’ knowledge, perceptions, and learning interests. Survey data were collected from 83 students in Spring 2023, during the post-pandemic period, as part of a STEM and public health unit. Drawing on frameworks from Health Information-Seeking Behavior and student interest, the study examines students’ COVID-19 information sources, how these sources relate to their knowledge about viruses and their perceptions of COVID-19, and the specific topics about which they were most interested in …
Exploring The Relationships Between Social Influence, Vaping Behaviors, And Susceptibility Across Grade Levels In Kentucky, Raphael Adesiyan, Odunayo O. Omotilewa, Saber Feizy, Melinda J. Ickes
Exploring The Relationships Between Social Influence, Vaping Behaviors, And Susceptibility Across Grade Levels In Kentucky, Raphael Adesiyan, Odunayo O. Omotilewa, Saber Feizy, Melinda J. Ickes
Kinesiology and Health Promotion Faculty Publications
Purpose: This study explored the relationships between social influence, vaping behavior, and susceptibility across different grade levels. Design: The study design was cross-sectional. Data were collected from middle and high school students who voluntarily participated between September 2022 and April 2023. Sample: A convenience sample of students in 6th to 12th grades in Kentucky (N = 4677). Measures: Demographic information, including age, grade level, school location, and race/ethnicity, was collected. The outcome variables included social influence, susceptibility, and vaping behavior. Analysis: Logistic regression analysis was used to explore the relationships between social influence, vaping behavior, and susceptibility. Results: …
From Mandate To Meaning: Designing Implementation Supports For Organizational Readiness In Behavioral Health Service Planning, Lauren K. Mergen
From Mandate To Meaning: Designing Implementation Supports For Organizational Readiness In Behavioral Health Service Planning, Lauren K. Mergen
Theses and Dissertations--Education Sciences
Behavioral health agencies often struggle to translate the Transformational Collaborative Outcomes Management (TCOM) framework into practice when implementation is externally mandated. This study examined how educational leaders can support meaningful use of TCOM tools under a Midwestern state’s October 2024 requirement that behavioral health providers use the state Child and Adolescent Needs and Strengths assessment in service planning.
Using a Mixed Methods Action Research design, the study progressed through six phases: Diagnosis, Reconnaissance, Planning, Acting, Evaluation, and Monitoring. The Diagnosis Phase identified a knowledge-to-practice gap and weaknesses in implementation support infrastructure. Practitioner surveys administered immediately after training and six months …
Bridging The Intention–Behavior Gap In Mental Health Help-Seeking, Wenqi Weng
Bridging The Intention–Behavior Gap In Mental Health Help-Seeking, Wenqi Weng
Theses and Dissertations--Educational, School, and Counseling Psychology
Objective: To examine whether modifiable factors shape the extent to which help-seeking intention is translated into formal mental health service initiation among distressed adults. Method: Participants were U.S. adults (N = 777; M age = 47.21 years, SD = 16.70; 73.23% women; 77.74% White) who reported at least moderate psychological distress and were not currently receiving formal mental health treatment. At baseline, participants completed measures of help-seeking intention, focal moderators (action planning, psychological distress, and mental health steward self-identity), coping planning, cues to action, and emotion regulation as exploratory candidate moderators. At three-month follow-up, participants reported whether …
Academic Departments As Microfoundations Of Institutional Governance, Karley A. Riffe, Meghan J. Pifer
Academic Departments As Microfoundations Of Institutional Governance, Karley A. Riffe, Meghan J. Pifer
Educational Policy Studies and Evaluation Faculty Publications
Considerations of governance in US higher education do not typically include the academic department. This results in a knowledge gap about the role of these central organizing units of academic work in the governance of colleges and universities. Through the concept of microfoundations, we explore concrete ways in which departmental governance matters, how it may be challenging, and strategies for fostering effective governance within academic departments.
Critical Discourse Analysis Of Nil Policies: Examining Institutional Control And Economic Opportunities For Division I Football Athletes In Power Four Universities, Allen T. Alvarez
Theses and Dissertations--Educational Policy Studies and Evaluation
The adoption of Name, Image, and Likeness (NIL) policies has redefined the economic landscape of collegiate athletics, expanding opportunities for student-athletes and reshaping institutional authority. This dissertation nvestigates how NIL policy language at Division I universities frames economic possibilities for football student-athletes and sustains systems of governance. Through a Critical Discourse Analysis of policy documents from Power Four and mid-major institutions, this study reveals that NIL participation is persistently conditioned by institutional approval, compliance monitoring, and ambiguous definitions, especially regarding boosters and collectives.
Policy language presents NIL as an opportunity but embeds institutional control through oversight structures. The analysis further …
The Operationalization Of Student Success: How Institutions And Divisions Of Student Affairs Define And Align Non-Academic Student Success With External Accountability Expectations, Madeline N. Trudeau
The Operationalization Of Student Success: How Institutions And Divisions Of Student Affairs Define And Align Non-Academic Student Success With External Accountability Expectations, Madeline N. Trudeau
Theses and Dissertations--Educational Policy Studies and Evaluation
This qualitative multi-case study investigates how higher education institutions and their divisions of student affairs publicly discuss and define non-academic student success through their strategic planning, within the context of external pressures from state legislatures and accrediting bodies. Grounded in Organizational Learning Theory, Transition Theory, and Theory of Student Involvement and Engagement, this study analyzes the alignment and divergence between external policy expectations and internal institutional and divisional strategic plans.
The findings reveal a fundamental tension; while external stakeholders increasingly demand quantifiable outcomes tied to economic productivity - like post-graduate wages and employability metrics - divisions of student affairs continue …
A Historical Case Study Of The Effects Of The Coordinate Interagency Partnership Regulating International Students (Cipris) System And The Student Exchange Visitor Information System (Sevis) On Foreign Students Coming To The United States For Higher Education From 1990 To 2008, M. Ann Livingstone
Theses and Dissertations--Educational Policy Studies and Evaluation
The United States has welcomed foreign scholars and students since 1774, but their numbers increased dramatically after World War I, and again after World War II, as America became a world power leader and interest in the United States and its educational system and technological developments grew internationally. The Immigration and Naturalization Service (INS) was set up to oversee immigrants, visitors, and nonimmigrants who included students and diplomatic staff and families. This study deals with the changing laws and responsibilities of the INS during the period 1990 to 2008 to track foreign students in higher education, specifically with the introduction …
Contractual Democracy From Statehouse To School Board: Shifts In Legislation And School Board Authority In Kentucky, Hannah M. Edelen
Contractual Democracy From Statehouse To School Board: Shifts In Legislation And School Board Authority In Kentucky, Hannah M. Edelen
University of Kentucky Doctoral Dissertations
School boards have long been regarded as a cornerstone of American democracy, providing local governance over public education. While considerable scholarship highlights the increasing involvement of state and federal governments in education, relatively few studies examine with specificity how legislatures shape the local authority of these governance structures. This study investigates how the Kentucky State Legislature has influenced the authority of local school boards over three legislative sessions (2020–2022) and how board members perceive their evolving role. Using a multi-method approach and conceptualized in principal-agent theory, this research contributes to understanding how legislatures shape the governing responsibilities of school boards …
Beyond Teaching: Black And Hispanic Calculus Students Describe Interactions With Faculty, Kevin A. Palencia Infante, Ricela Feliciano-Semidei, Alcibiades Bustillo-Zarate, Ke Wu
Beyond Teaching: Black And Hispanic Calculus Students Describe Interactions With Faculty, Kevin A. Palencia Infante, Ricela Feliciano-Semidei, Alcibiades Bustillo-Zarate, Ke Wu
Faculty Articles, Papers, and Other Scholarship
The experiences of underrepresented minority (URM) students in science, technology, engineering, and mathematics (STEM) programs provide valuable insights into improving their retention and academic achievement. This study investigates how Black and Hispanic calculus students describe faculty-student interactions. Four students participated in a demographic survey and follow-up interviews, sharing their experiences with calculus learning. Using thematic coding guided by validation theory, the data revealed instructors’ academic practices that either validated or invalidated students’ participation in calculus classes. These practices include cultivating in-class conceptual support, promoting collaborative learning spaces, demonstrating out-of-class academic availability, acknowledging and integrating diverse student experiences, and encouraging metacognitive …
Bringing Pandemic Science To The Classroom: Building Public Health Capacity At A Rural Kentucky High School, Sahar Alameh, Anna G. Hoover, James W. Keck, Scott M. Berry, Sagan Goodpaster, Savannah Tucker, Ashley Goodin
Bringing Pandemic Science To The Classroom: Building Public Health Capacity At A Rural Kentucky High School, Sahar Alameh, Anna G. Hoover, James W. Keck, Scott M. Berry, Sagan Goodpaster, Savannah Tucker, Ashley Goodin
Science, Technology, Engineering, and Mathematics (STEM) Education Faculty Publications
In response to the COVID-19 pandemic, a multidisciplinary team at the University of Kentucky developed an interdisciplinary science, technology, engineering, and mathematics and environmental health unit—the Wastewater Assessment for Coronavirus in Kentucky: Implementing Enhanced Surveillance Technology (WACKIEST) Unit—for high school students in summer 2022. This case study outlines the WACKIEST Unit, which focused on wastewater surveillance and COVID-19, the obstacles faced during development and recruitment, and implementation of the WACKIEST Unit in conjunction with a rural wastewater surveillance initiative. The unit was implemented in spring 2023 at a rural high school in Kentucky, spanning 12 days and engaging 190 students. …
Chinese Athletes’ And Parents’ Motivations For U.S. Collegiate Sports Participation, Wenting Sun, Russell D. Ravert, Simran Kaur Sethi
Chinese Athletes’ And Parents’ Motivations For U.S. Collegiate Sports Participation, Wenting Sun, Russell D. Ravert, Simran Kaur Sethi
Kinesiology and Health Promotion Faculty Publications
To gain an understanding of international student recruitment and retention in collegiate athletics, this study examines the motivations and decision-making processes of Chinese high school athletes and their parents in pursuing U.S. collegiate sport opportunities. Using the push–pull framework and an ecological perspective, it explores how individual aspirations, family priorities, institutional resources, and national policies shape transnational mobility. Semistructured focus group discussions with 10 athletes and eight parents revealed six key motivational themes and highlighted the influence of recent collegiate sport-related policy changes in China. The findings suggest that while both groups value U.S. sport pathways, athletes and parents may …
Comparing Strength Testing Measures And The Association Of Strength And Body Composition In Young Children, Abigayle R. Spong
Comparing Strength Testing Measures And The Association Of Strength And Body Composition In Young Children, Abigayle R. Spong
Theses and Dissertations--Kinesiology and Health Promotion
Muscle strength is an important component of physical fitness; however, measuring it with isokinetic dynamometry (IKD) is expensive and requires dedicated space. Handheld dynamometry (HHD) provides a practical alternative for field and clinical settings. Thus, the purpose of this study was to compare peak knee flexion and extension torque measured by IKD and HHD in 37 children (ages 5-11 years) and examine relationships with body composition. Participants completed a RAMPing protocol at 90o knee flexion consisting of two warm-up contractions at 50% and 75% effort followed by three maximal voluntary isometric contractions. Body composition was assessed via DXA scans. …
Cochlear Micropump Drug Delivery System: A Noninvasive Technique For Murine Intracochlear Drug Delivery, Janette Collins
Cochlear Micropump Drug Delivery System: A Noninvasive Technique For Murine Intracochlear Drug Delivery, Janette Collins
Theses
In a 2018 World Health Organization (WHO) study, over 400 million people worldwide were affected by hearing loss (World Health Organization, 2023). Cochlear implants have provided a conventional route to aid inner ear issues but are ineffective either delivering to unintended targets or delivering unknown concentrations of a particular drug and create toxicity to the user. With medical advances and using 3-D printing technology, new opportunities to use programmable drug delivery systems to treat auditory disorders have been created. Borkholder Labs in Rochester, NY have created and improved a miniaturized implantable and scalable peristaltic micropump that provides programmable and accurate …
Predicting Student Academic Performance Using Behavioural And Parental Engagement Data From Learning Management Systems, Saeed Alfalasi
Predicting Student Academic Performance Using Behavioural And Parental Engagement Data From Learning Management Systems, Saeed Alfalasi
Theses
This paper explores how behavioral, academic, and parental engagement data provided within the xAPI-Edu-Data dataset can be used to predict the academic performance of students when training on machine learning models with supervised learning. Due to the developing demands of the data-driven initial selection of the learners under risk, the study will create a valid and explainable predictive model that can consider the most significant factors of student success in Learning Management System (LMS). The research is based on behavioral engagement and self-regulation learning theories; the observations included in the analysis of student interaction, i.e. resource usage, classroom engagement and …
Understanding Computer-Mediated Human Experience In Digital-Physical Hybrid Space, Jiangnan Xu
Understanding Computer-Mediated Human Experience In Digital-Physical Hybrid Space, Jiangnan Xu
Theses
With the rapid development of mobile and immersive technologies, the boundary between the digital and real world is increasingly blurred, giving rise to hybrid spaces. Hybrid spaces have permeated daily life and reshaped spatial meaning-making and social interaction. Despite their growing prevalence, empirical understanding of human experiences in hybrid spaces remains limited. If left unexamined, hybrid spaces risk becoming technology-centered rather than human-centered environments that overlook socio-cultural dimensions, potentially leading to harmful consequences for individuals and society. To investigate human experience in hybrid spaces, this thesis comprises five studies and uses gameful systems as research probes. Prior literature identifies collaboration …
The Impact Of Artificial Intelligence And Technology On Online Learning In The Higher Education Sector, Afra Alqemzi
The Impact Of Artificial Intelligence And Technology On Online Learning In The Higher Education Sector, Afra Alqemzi
Theses
The integration of Artificial Intelligence (AI) and technology into education has become an inseparable part of online education transforming the landscape of the higher education, which has provided a chance to experience flexible learning patterns according to personal needs, individualized and optimized instruction strategies and more effective and purposeful student involvement. Knowing how such technologies evolve in institutions with increasing implementation of AI-driven platforms is therefore critical to strategic and long-term planning. This paper aims at examining the effects of AI in the advancement of online learning in higher education, including the following aspects; improvements of outcomes, compliance with the …
Crypto Exchanges In Market Regulation, Yesha Yadav
Crypto Exchanges In Market Regulation, Yesha Yadav
Vanderbilt Law Review
The cryptocurrency market has proven notoriously challenging to regulate despite a decade during which it has gained in economic size, sophistication, and cultural impact. Even as repeated crises have left ordinary savers wiped out, regulation has shown itself to be woefully absent as a means of mitigating risks ex ante or helping cover the cost of damage ex post. This Article looks to break this deadlock by proposing a tried-and-tested solution: It argues that regulators should task crypto exchanges with providing oversight as self-regulatory organizations of the crypto market in which they play an anchoring role. It offers three supporting …
Presidential Immunity: Before And After Trump, Thomas P. Schmidt
Presidential Immunity: Before And After Trump, Thomas P. Schmidt
Vanderbilt Law Review
'All the officers of government," the Supreme Court said long ago, "from the highest to the lowest, are creatures of the law, and are bound to obey it." Despite that ringing and categorical language, however, the Court has held that the President-the "highest" and most powerful of all government officers-is "immune" from judicial oversight in several respects. Indeed, when the Court held last Term that former presidents are presumptively immune from criminal prosecution for officials acts, the dissenters warned: '`n every use of official power, the President is now a king above the law."
This Article unpacks the various presidential …
False Idols In The Early History Of International Taxation, Wei Cui
False Idols In The Early History Of International Taxation, Wei Cui
All Faculty Publications
A careful reading of recent scholarship on the early history of international taxation, especially on the League of Nations ’ work on ‘ double taxation ’ , ought to have dislodged many myths about this history. But more often than not, such scholarship is taken to offer mere details without altering our fundamental understanding. This chapter suggests that this reception refl ects a longstanding pattern in discourses about international taxation: participants perpetuate or cling onto narratives that are easily seen to be false. The chapter exposes this pattern by summarising evidence for four rarely-acknowledged conclusions about the League ’ s …
Good Faith And Certainty In Contract Law, Marcus Moore
Good Faith And Certainty In Contract Law, Marcus Moore
All Faculty Publications
Does a general principle of good faith create too much uncertainty in Contract Law? This article provides in-depth consideration of the controversy around this question.Reviewing a number of common arguments and reasonswhy good faith is said to be too uncertain, and responses to these, the article finds a complex picture rather than a simple answer. Recent Canadian experience with recognising a general principle of good faith in contractual performance suggests that at least two further details are critical to the potential for uncertainty: first, whether good faith operates as a freestanding duty or instead functions as a unifying principle that …
Unleashing Mass Entrepreneurship: Firm-Level Evidence On The Impact Of China’S Registered Capital Reform, Wei Cui, Mengying Wei
Unleashing Mass Entrepreneurship: Firm-Level Evidence On The Impact Of China’S Registered Capital Reform, Wei Cui, Mengying Wei
All Faculty Publications
A 2013 amendment of China’s Company Law allowed limited liability companies to form without any minimum equity requirement. Using a confidential taxpayer dataset, we causally identify the reform’s impact on the composition of new firms and their financing choices. Firmentry surged by 33%. Newfirms started with 31.6% lower assets but operated at similar scales as prior firms. While entrants’ average profitability remained the same, smaller entrants saw increased profitability post-reform, indicating entry by productive butwealth-constrained entrepreneurs. Consistent with a preference for debt over equity, new entrants displayed a 94% decline in equity and large increases in liabilities. This indicates that …
The Ideological Work Of Penal Reform: How Reformers Justify Penal-Welfare Hybridization, John Halushka, Brandon Miller
The Ideological Work Of Penal Reform: How Reformers Justify Penal-Welfare Hybridization, John Halushka, Brandon Miller
Faculty Research, Scholarly, and Creative Activity
This article uses the Santa Clara County Reentry Resource Center (RRC) as a case study to explore the cultural content of penal reform. Specifically, we explore the discourses that officials use to publicly justify projects of penal-welfare hybridization, or the linking of state systems of punishment and welfare to manage criminalized populations. Our qualitative analysis draws on a dataset consisting of county planning documents, budgets, videos, press releases, and newsletters published online between 2011 and 2023. By examining these materials over time, we are able to chart patterns of consistency and variation in how officials justify hybridization. We find that …