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A Hybrid Data Processing, Computational Intelligence, And Complex Systems Modeling Approach For Describing And Predicting The Bitcoin Market, Oluwadamilare Akinpelu Omole

Doctoral Dissertations

"The Bitcoin market, like traditional financial markets, is a complex system with intricate interdependencies and nonlinear interactions among various market elements. This, coupled with the inherent uncertainty and high volatility present, makes predicting Bitcoin price movements difficult. The lack of understanding of the underlying market dynamics often results in significant losses for investors and traders. Existing studies have focused on the use of predictive models, which have not sufficiently captured the complexities of the market and cannot forecast extreme market events. This research endeavors to bridge this gap by combining data processing techniques, computational intelligence, and complex systems theory to …

Leveraging Deep Learning Models And Social Media Data For Enhanced Situation Awareness In Disaster Management, Ademola Abdulganiyu Adesokan

Doctoral Dissertations

"In recent years, social media has become a crucial source of real-time data for disaster management, supporting emergency responses when traditional channels like 911 are overcrowded and overwhelmed. It offers authorities valuable data for developing effective strategies, especially when swift actions are essential to save lives. However, the informal language, ambiguous meanings, and irrelevant content on social media pose challenges to accurate classification and hinder the efficient extraction of disaster-relevant information, leading to inefficiencies in emergency response efforts.

This research focuses on seven key questions: i) How can we detect, classify, and analyze hate and offensive tweet emotions during large-scale …

Teacher Delivered Block Construction Training Improves Children's Mathematics Performance, Emily K. Farran, Katie A. Gilligan-Lee, Denis Mareschal, Marija Živković, Santa Bartušēvica, Derek Bell, Tim Jay, Camilla Gilmore

Research Outputs: 2025-Present

There is robust evidence for a causal association between spatial thinking and mathematics achievement. However, most research has been lab-based, with spatial training delivered by researchers. We present a teacher delivered, whole-class 6-week spatial training study that involved professional development for practitioners coupled with teacher-led LEGO® block construction training for 6- to 7-year-olds. Using a quasi-experimental design, N = 409 children completed the training and N = 103 children formed a business-as-usual control group. For spatial ability and mathematics, but not spatial language, children in the training condition showed improved performance relative to controls. This finding extends evidence of the …

Précis Of The Edge Of Sentience: Risk And Precaution In Humans, Other Animals, And Ai, Jonathan Birch

Animal Sentience

We often face grave practical decisions that seem to hinge on whether a system is sentient. This family of cases includes invertebrate animals, people who are unresponsive after brain injury, fetuses, neural organoids, and now AI technologies. We must decide what to do despite ongoing disagreement about the nature of sentience. In our state of uncertainty, we should pragmatically transform the question from “Is it sentient?” to “Is it a sentience candidate, an investigation priority, or neither?”. When a system is a sentience candidate, it is negligent to fail to consider precautions. We should instead evaluate precautions for their proportionality …

Consciousness Of Octopuses—On Their Own Terms, Jennifer Mather

Animal Sentience

Because cephalopods are so different from the vertebrate lineage, their possible consciousness must be assessed on the basis of their heritage and abilities. Cephalopods have evolved in water, a denser medium than air, and their perception is adapted to it. They have inherited the molluscan mantle cavity and hydrostatic muscle type, which has led to a more distributed motor control system despite a centralized brain, and have evolved a completely novel skin display system. Using these abilities, octopuses can form concepts, plan for the future, generate a cognitive map, and self-monitor for apparent pain and manipulate communication. Most cephalopods use …

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Pozen And The Puzzle Of Counterfactuals, Louis Michael Seidman

Georgetown Law Faculty Publications and Other Works

The Constitution and the War on Drugs, David Pozen’s carefully researched and brilliantly argued book, is both illuminating and disturbing: illuminating because it unearths forgotten moments when judicially formulated constitutional doctrine that could have ended or sharply restricted the War on Drugs were well within the Overton Window, and disturbing because it surfaces hard questions about historical contingency and the scope of the change that might have occurred in a counterfactual world. In this review, the author argues that the failure to specify both the nature of the counterfactual and the breadth of the alternative possibility have confused discussions …

The Relationship Of Parent Iep Meeting Attendance On African American And Hispanic Middle School Students’ Attendance And Behavior, David W. Johnny

Theses and Dissertations

This applied dissertation investigated whether there was a significant difference in behavioral and attendance outcomes among African American and Hispanic middle school students with disabilities, depending on parental attendance at Individualized Education Program (IEP) meetings. The study was grounded in Hoover-Dempsey and Sandler’s parent involvement theory. This quantitative study used archival data from a southeastern U.S. middle school to examine whether variations in parental participation corresponded with students' disciplinary incidents and school absences.

The study included 96 students in grades 6–8 whose IEP attendance, behavior referrals, and absence data were analyzed. Independent samples t-tests were conducted to determine if statistically …

Parent Social Validity Ratings Of Receiving Functional Communication Training, Shani Davies

Theses and Dissertations

This applied dissertation was designed to provide greater insight on parent and caregiver views and perceptions on participating in functional communication training. While extensive research exists regarding the effectiveness of functional communication training and parent training in general for children with Autism Spectrum Disorder, evidence on the social validity with respect to caregivers is lacking.

The researcher utilized evidenced-based social validity scales to explore parent/caregiver perceptions of receiving caregiver functional communication training, their perceived effectiveness of the treatment modality, and overall acceptance of the approach.

An analysis of the data revealed that parents’ overall perception was neutral regarding general views …

Relaciones De Las Competencias Docentes Con El Bienestar En Docentes De Ciencias Empresariales Bajo La Modalidad A Distancia En Una Universidad Privada En Colombia, Camilo Ernesto Aguirre Martínez

Theses and Dissertations

El propósito de esta investigación consistió en determinar las relaciones de las competencias docentes con el bienestar en docentes de Ciencias Empresariales bajo la modalidad a distancia en una Universidad privada de Colombia. El estudio buscó identificar las relaciones entre las competencias docentes y el bienestar psicológico, el bienestar subjetivo y el bienestar social, cuáles de esas relaciones predominan, así como la identificación de cuáles elementos de estos tipos de bienestar contribuyen con el desarrollo de las competencias docentes.

El enfoque de la investigación fue el empírico analítico o cuantitativo, el diseño fue no experimental y su alcance fue de …

Foster Care Students And Their Success In Academic Achievements In School, Kirsten Nassiff

Theses and Dissertations

This applied dissertation was designed to provide better training and resources for teachers working with students in foster care who have experienced multiple foster care placements, and to assist them in achieving academic success.

The researcher conducted semi-structured interviews with six educators and staff at an alternative school that has the highest number of students in foster care, located in this school district. Using Braun and Clarke’s six steps for Thematic Analysis, each transcript was coded with the assistance of MAXQDA, and themes were developed.

An analysis of the data revealed that educators and staff do not receive adequate communication …

Teachers’ Perceptions Of The Effectiveness Of Tier 3 Academic Interventions, Dana Esposito

Theses and Dissertations

This applied dissertation was designed to discover teachers’ perceptions about the overall effectiveness of Tier 3 RTI services for resolving academic problems and teachers’ perceptions about transitioning students out of RTI. Students receiving services in Tier 3 of the RTI process often spend a considerable amount of time attempting to meet their goals. A search for answers to this problem, combined with a gap in the existing literature regarding time spent in Tier 3, led to the development of this study.

Data collection was acquired through a qualitative collective-case method focused on semi-structured interviews. Participants consisted of general and special …

Homeschooling And Online Learning Technologies From A Parent’S Perspective, Karla M. Forti

Theses and Dissertations

The purpose of this quantitative, predictive correlational research study was to examine the relationship between homeschooling parents’ use of educational technology tools and their instructional behaviors and perceptions, with additional consideration of virtual school participation. Survey-based data from 22 parents of over 40 homeschooled children were used to examine technology adoption and instructional preferences across non-traditional learning settings. The study addressed four research questions through descriptive statistics and correlational analysis, while quantitative themes from open-ended responses enriched the findings. Results provided insight into parental motivations and trends influencing homeschooling and virtual school choices, highlighting the expanding role of online learning …

The Disengagement Of Black High School Students In English Language Arts Classrooms, Michelle Chanda Singh

Theses and Dissertations

This applied dissertation explored how high school English Language Arts (ELA) teachers understand and respond to the disengagement of Black students. Racial disparities in literacy achievement persist across the United States. Despite reform efforts, many Black students continue to experience academic and emotional disconnection in ELA classrooms. Few studies have centered on teachers’ perspectives to understand the classroom-level conditions contributing to this disengagement. This qualitative study addressed that gap by examining the beliefs, practices, and experiences of four veteran ELA teachers in the southeastern United States.

Using Interpretative Phenomenological Analysis, the study examined how teachers make sense of Black student …

When They See Us: The Lived Experiences Of Bglo Members At A Pwi, Brittany Harris-Nelson

Theses and Dissertations

This applied dissertation explored the lived experiences of members of Black Greek-Letter Organizations (BGLOs) at a predominantly White institution (PWI) in the years following the COVID-19 pandemic. BGLOs have historically served as critical spaces for leadership development, cultural expression, and community support. However, within PWIs, these organizations often encounter systemic barriers related to visibility, funding, and institutional engagement.

The purpose of this study was to center the voices of BGLO alumni who graduated between 2020 and 2024 to better understand how they navigated their membership experiences during a time of social, institutional, and cultural transition. Using a qualitative research design, …

Teacher Retention In The Wake Of The Inclusion Movement: A Mixed Methods Study On Teachers’ Perceptions Of Self-Efficacy, Tessa Vasquez

Theses and Dissertations

This applied dissertation studied the problem of the national teacher shortage by considering the impact of the inclusion movement on general education teachers’ self efficacy. This mixed-methods study sought to contribute to the body of literature examining factors responsible for poor teacher retention and factors responsible for low teacher self-efficacy. Nine participants were interviewed and administered the Teacher Effective Inclusion Self-Efficacy, Knowledge, and Attitudes Measure. The researcher conducted coding and thematic analysis of the interview transcripts and six themes emerged. The researcher scored the questionnaires and compared the scores to the responses provided in the interviews.

Themes revealed that the …

Perceptions Of Mental Health School-Based Team Members On Addressing Suicidal And Non-Suicidal Self-Injurious Behaviors: A Qualitative Inquiry Into Policy Implementation And Practice In School Settings, Ashlande Smith

Theses and Dissertations

The purpose of this study was to explore the perceptions of mental health school-based team members regarding the effectiveness of current prevention and intervention practices for addressing suicidal and non-suicidal self-harming behaviors among school-age children in a large suburban school district in the southern United States. Despite the alarming increase in self-injurious behaviors, with crisis calls rising from 144 incidents in the 2022 school year to 736 incidents in the 2025 school year, the district lacked comprehensive prevention and intervention strategies to effectively address this critical issue.

The researcher used a qualitative phenomenological approach to capture the lived experiences and …

Legislative Impacts On K-12 Social Studies Teacher Identity, Curricular Decision-Making, And Receptiveness To Professional Development, Staci Fisher

Theses and Dissertations

This applied dissertation examines how K-12 public school social studies teachers are navigating their instructional decision-making regarding content about marginalized groups in response to state legislation. Quantitative data were collected through an online Likert-scale survey to measure teachers’ reported agreement on how state legislation has impacted their instructional decision-making, job satisfaction connected to their professional and personal identities, inclusion of instructional materials, and receptiveness to professional development.

Following data collection, the researchers analyzed whether factors of district political context and teachers’ personal and professional identity characteristics predicted their responses. Survey results showed most teachers reported feeling that state legislation has …

Assessing Teachers’ Conceptual Leadership Perceptions Of School-Site Administrators As An Approach To Improve Teacher Morale, Darlene C. Landy

Theses and Dissertations

The purpose of this study was to have teachers complete a self-assessment survey to assess their conceptual belief of the leadership styles of school-site administrators that are conducive to high teacher morals. The questions addressed how teacher morale affected the teachers according to the number of years they had been teaching, their college majors, their highest college degree, their gender, and their ethnicity. The teachers who participated in this study were volunteers who had to be teaching for 2 years or more.

This was a quantitative study that used the Teacher Rapport With Principal dimension of the Purdue Teacher Opinionnaire …

Effects Of Parent Involvement In Their Children’S Academic And Behavioral Performance, Megan Menozzi

Theses and Dissertations

This applied dissertation was designed to investigate the best practices to increase parental involvement in their children’s school activities by recording and scribing the experiences of certified teachers. Prior to this study, the current school experienced a decrease in parental involvement with their child’s scheduled school activities. As the school carry on with planning scheduled events for parental involvement, teachers were still expected to be prepared to implement curriculum in the classrooms, while ensuring children’s needs were being met by way of continuous communication with families.

The researcher developed a qualitative phenomenological approach. The design allowed the researcher to interview …

Foster Care Placement And Law Enforcement Contact, Tranika Guerrero De Los Reyes

Theses and Dissertations

Interaction with law enforcement and delinquency are higher among youth in foster care, and they are likely to experience higher incarceration rates and be involved in criminality, which limits their access to education and employment. The problem addressed in this study was the elevated risk of law enforcement contact outcome (LEO) among adolescents and young adults with a history of foster care placement. The purpose of this quantitative research was to investigate differences in the number of LEO contacts and LEO arrests based on foster care placement type among youth in California’s foster care system.

Guided by the social control …

Overcoming Challenges In Obtaining And Presenting Evidence In Federal Sex Trafficking Prosecutions, Jason Brumbelow

Theses and Dissertations

Sex trafficking is a complex and under-prosecuted federal crime (Cook, 2019). Misunderstandings about how this exploitation happens can “frustrate the criminal justice response to trafficking” (Murphy, 2022, p. 4). Investigating and prosecuting the crime of sex trafficking includes understanding concepts such as consent and coercive control. Proving these concepts within the federal criminal justice system is not straightforward (Albanese et al., 2022).

This study will examine the challenges law enforcement professionals face in identifying and putting forth the elements of force, fraud, and coercion in federal sex trafficking investigations and prosecutions. Investigating and prosecuting the crime of sex trafficking requires …

A Study Of The Effect Of Incentives On Police Recruitment And Retention, Taylor R. Wiggins

Theses and Dissertations

This study examines factors contributing to the staffing crisis in police departments, focusing on officers' perceptions of their organizations. It explores their attitudes toward their departments, motivations for joining law enforcement, and reasons for remaining in their positions. Additionally, the research assesses the impact of various incentives on officer retention.

A total of 140 participants were surveyed, with 113 completing the survey in its entirety, ensuring reliable data analysis. Demographic findings revealed a predominantly male sample (85.8%), with most officers aged between 25 and 44. Analysis of the Minnesota Satisfaction Questionnaire (MSQ) indicated that intrinsic satisfaction (M = 3.85; range …

The Impact Of The Annapolis Police Athletic League On Youth Crime Prevention And Police-Youth Relationships, Talia Carol Lisko

Theses and Dissertations

The Annapolis Police Athletic League (PAL) was established as an initiative to prevent juvenile delinquency by fostering positive relationships between at-risk youth and law enforcement. The study explored the effectiveness of the PAL program using a generic qualitative research approach informed by the CIPP evaluation model. Semi-structured interviews with police officers and volunteer mentors involved in the program provided insight into the program’s implementation, outcomes, and its influence on youth crime prevention in the Annapolis community. The findings from this study contribute to a deeper understanding of community-based crime prevention and the role of law enforcement in promoting pro-social attitudes …

Examination Of The Influence Of A Standardized Law Enforcement Curriculum, Christopher E. Powell

Theses and Dissertations

This quantitative study examined the extent to which the standardized 2024 Criminal Justice Standards and Training Commission (CJSTC) Basic Law Enforcement recruit curriculum influenced the attitudes of 33 cadets at the Broward Police Academy concerning critical policing issues. Employing a pre- and post-survey design with a convenience sample, the research specifically assessed changes in cadets' preconceived notions regarding the appropriate use of force, the perceived dangerousness of individuals experiencing mental illness, and the necessity of police discretion in community interactions. The findings revealed statistically significant shifts in two key areas following academy training: cadets demonstrated a reduced perception that police …

Unrestrained Voices: A Qualitative Thematic Analysis On Formerly Incarcerated Trans People’S Perceptions Of Safety During Incarceration, James Anthoney Crawford

Theses and Dissertations

Heightened risks of violence, discrimination, and insufficient institutional protections mark the experiences of incarcerated trans individuals. This qualitative thematic analysis investigated the perceptions of safety among formerly incarcerated trans people within U.S. correctional facilities. Using qualitative research methods, the study gathered firsthand accounts of physical and sexual assault, examined institutional responses to reported incidents, and assessed the effectiveness of the Prison Rape Elimination Act of 2003 in addressing the unique vulnerabilities of trans inmates. Data collection involved oral history transcript analysis, which was analyzed through thematic coding to identify patterns of institutional neglect, inadequate training of correctional staff, and systemic …

Female Offenders' Perceived Needs And Assistance Received During Reintegration Into The Community, Sarah I. Bauer

Theses and Dissertations

Reentry after prison is a challenge for justice involved females, with many factors contributing towards a positive reintegration into society or negatively, which can promote recidivism. Programs and policies exist to assist female offenders with a positive re-entry experience after incarceration and are in place to affirm that this population are able to reintegrate into society successfully. However, the recidivism rate continues to trend upwards, even with these programs and policies in place. Prior literature has directly associated certain factors, such as family, housing, substance abuse and mental health been directly correlated with reentry practices. This dissertation will use a …

The Lived Experiences Of Project Rebound Students In California, Jeffrey R. Jacobs

Theses and Dissertations

As the United States attempts to address issues of prison overcrowding, recidivism, and rehabilitation, states like California have turned to higher education during and after incarceration to remedy the situation and promote successful community reentry among individuals who have served time in the nation’s prisons. People who are formerly incarcerated are often up against a myriad of obstacles once released, and programs like California State University’s Project Rebound aim to aid in this transition through a model rooted in community and campus care. Numerous bodies of research have explored the impacts of education on individuals who are actively incarcerated; however, …

Perceptions Of Maine Batterer Intervention Program Directors On Treatment Challenges, Jenna Ostrowski

Theses and Dissertations

Intimate partner violence (IPV), commonly known as domestic violence, is a widespread social issue that continues to impact many victims. To combat this problem, multiple funded resources target not only the victims’ needs, but also attempt to reduce recidivism rates for domestic violence offenders. Treatment programs for domestic violence offenders have been operational since the 1970s, with curricula directed toward changing power and control dynamics in intimate relationships. Growing research supports the idea that domestic violence offenders have more prevalent histories of childhood trauma and mental health issues, which may increase the risk of IPV perpetration. However, research also shows …