A Machine Learning Approach To Predicting Alcohol Consumption In Adolescents From Historical Text Messaging Data, Adrienne Bergh

Computational and Data Sciences (MS) Theses

Techniques based on artificial neural networks represent the current state-of-the-art in machine learning due to the availability of improved hardware and large data sets. Here we employ doc2vec, an unsupervised neural network, to capture the semantic content of text messages sent by adolescents during high school, and encode this semantic content as numeric vectors. These vectors effectively condense the text message data into highly leverageable inputs to a logistic regression classifier in a matter of hours, as compared to the tedious and often quite lengthy task of manually coding data. Using our machine learning approach, we are able to train …

“To Be Men, Not Destroyers”: Developing Dabrowskian Personalities In Ezra Pound’S The Cantos And Neil Gaiman’S American Gods, Michelle A. Nicholson

LSU New Orleans Theses and Dissertations

Kazimierz Dabrowski’s psychological theory of positive disintegration is a lesser known theory of personality development that offers an alternative critical perspective of literature. It provides a framework for the characterization of postmodern protagonists who move beyond heroic indoctrination to construct their own self-organized, autonomous identities. Ezra Pound’s The Cantos captures the speaker-poet’s extensive process of inner conflict, providing a unique opportunity to track the progress of the hero’s transformation into a personality, or a man. American Gods is a more fully realized portrayal of a character who undergoes the complete paradigmatic collapse of positive disintegration and deliberate self-derived self-revision …

The Role Of Temperamental Fear And Parenting Quality On Emerging Internalizing And Externalizing Problems During Early Childhood, Tejal Patel

LSU New Orleans Theses and Dissertations

Temperamental characteristics may distinguish which children are at greater risk for later psychopathology. In addition, parenting quality may interact with the association between temperament and behavior problems to increase or decrease externalizing or internalizing behaviors in children. This study examined whether mothers’ parenting quality moderated the associations between children’s temperamental fear and children’s behavior problems. The sample consisted of 143 low-income mother-child dyads who participated in various interactional tasks designed to measure mothers’ parenting and children’s temperamental fear. While children’s fearless and fearful temperament were not significantly associated with externalizing and internalizing behaviors, respectively, some significant associations emerged. Positive and …

Attachment And Internalizing And Externalizing Problems In Adolescence: Exploring The Mediating Role Of Physiological Self-Regulation Capacity, Michelle A. Kuhn

Clinical Psychology Dissertations

Internalizing and externalizing problems impact functioning and health in adolescence. Therefore, understanding risk and protective factors related to these behaviors is of practical interest. The proposed study examined the relationship between parent-adolescent attachment security, self-regulation capacity, and internalizing and externalizing problems. Previous studies have supported prospective links between parent-child attachment security and self-regulation capacities. Similarly, self-regulation is as a protective factor from internalizing and externalizing problems. This study proposed a mediation model combining these findings. It was hypothesized that youth with stronger parent-adolescent attachment security would demonstrate fewer internalizing and externalizing problems, and that this relationship would be mediated by …

Collaborative Research For Justice And Multi-Issue Movement Building: Challenging Discriminatory Policing, School Closures, And Youth Unemployment, Ronald David Glass, Brett G. Stoudt

Publications and Research

This special issue engages ethical, epistemic, political, and institutional issues in projects of collaborative research for justice that were designed with movements contesting policing, school closures, and youth disinvestment and unemployment. Three of the articles were collaboratively written by activists and scholars who drew from movements that deployed research for community-driven progressive change. The movements and the research are thus situated at the intersection of struggles against a resurgent anti-immigrant white supremacy, gentrification, a punitive carceral state, low pay and lack of meaningful employment opportunities, and the privatization of the public sector. These articles build upon and are in conversation …

Social Innovators And Developmental Stages, Juan Carlos Rivas Espinosa

Dissertations

ABSTRACT

The past two decades have seen increased interest in social innovation as a leading source of change. While social innovation literature experienced vast growth, particularly in the Western world, there is limited research on the individuals engaged in it, especially concerning their leadership practice. The extant research focuses mostly on identifying traits and competencies exhibited by social innovators. These individuals are often thought of as exceptional people able to think systemically to identify and solve problems in novel ways. The field runs the risk of perpetuating the idea that to be a social innovator one must possess a specific …

Dance/Movement Therapy As A Tool To Improve Social Skills In Children And Adolescents With Autism Spectrum Disorder: A Literature Review, Holly Berlandy

Expressive Therapies Capstone Theses

Abstract

Autism spectrum disorder is a neurodevelopmental disorder diagnosed by the presence of social communication and interaction deficits present in their day to day. The deficits present in this disorder appear within the first three years of life and lead to problems with connecting and interacting with other individuals including their own family members. As a result, children and adolescents with Autism spectrum disorder often experience negative self-image and lack the proper skills to interact with others. Autism spectrum disorder is becoming more commonly diagnosed and yet there remains a gap in interventions and treatment due to the individualized appearance …

Finding My Superpowers: Developing A Coping Skills Method Using Art Therapy As An Intervention For Children And Adolescents With Mood Disorders, Maria Williams

Expressive Therapies Capstone Theses

Children begin developing types of coping skills as early as age two. Children and adolescents use both positive and negative coping skills each day in order to navigate life’s experiences. Negative coping skills that develop at a young age can affect the child or adolescent later in adulthood. The development of positive coping mechanisms will allow children to lead healthier and more fulfilling lives. When it comes to children with mood disorders, natural skills for coping and resiliency may not come as easy. Children and adolescents experiencing acute mental health treatment in an inpatient facility often come in already in …

Art Therapy As A Tool For Enhancing Adolescent Identity Formation, Self-Knowing, And Empowerment., Victoria Force

Expressive Therapies Capstone Theses

Adolescence is a pivotally important developmental stage for individuals. During this time, adolescents begin the journey of discovering the many facets of their identities. This capstone thesis explores how the discipline of art therapy can aid adolescents in the formation of their understanding of specific parts of their identities. Workshops offered at a community mental health organization collected data via surveys, observable experiences, and art. These workshops offered clients a safe space to artistically express their identity. Results of the exercise provide indications that art therapy could be used as a positive aid in adolescent identity formation.

Dance/Movement Therapy As Influence On Sense Of Self: A Community Engagement Project, Jasmine Yahid

Expressive Therapies Capstone Theses

This community engagement project seeks to explore the influence of dance/movement therapy and authentic movement techniques on one’s sense of self. This project focused on these techniques as an approach toward self-actualization and finding one’s essence. This study considered the potential implications of these practices on populations whose bodily experience can be perceived as a barrier toward self-actualization, such as in eating disorders and trauma. Six expressive therapy students from Lesley University participated in two sessions of dance/movement therapy. This included: a movement-exploration warm up, authentic movement, and a visual artistic representation of their perceived essence based on the experiential. …

Empowering The Plus Size Body Using Dance As Therapy, Ashley Sampson

Expressive Therapies Capstone Theses

In Western society, having the “ideal” body image and size is a societal issue. It is advertised throughout media outlets that the “ideal” body is what should be desired, and any other body type is “abnormal”. This capstone thesis focused on the effectiveness of dance as therapy and changing the perspectives of all body types, to support and empower all bodies including plus-sized bodies. The use of individual interviews, in an open dialogue model, with a select few members (3) of Soul thru Sole, including the CEO of the dance company; which focuses on empowering women no matter their age, …

Parent Satisfaction With Family Professional Partnerships And Services For Children With Autism Spectrum Disorder, Amanda R. Templeman

Seton Hall University Dissertations and Theses (ETDs)

As an increasing number of children are diagnosed with Autism Spectrum Disorders (ASD), research on the efficacy of interventions and treatments—the way these services affect the family, the child’s outcomes, and the family’s experience with their child’s services—are gaining importance. Children with ASD tend to be involved in multiple services to a higher degree than children with other disabilities, and parents of children with ASD have reported higher dissatisfaction with services than have parents of children with other developmental disabilities. To date, limited research has addressed the family’s perception of these services and how they feel service providers improve child …

Watering Black Roots: Exploring Black Ecological Identity Development Within Nature-Based Expressive Arts Therapy, Stormy Saint-Val

Expressive Therapies Capstone Theses

Nature-based expressive arts therapy promotes the holistic healing and recovery of individuals by interweaving the practices of ecopsychology, ecotherapy, and expressive arts therapy. These interventions have been proven to mediate ranges of symptomologies, such as anxiety disorders and PTSD. Research conducted by the U.S. National Park Services indicates that African- Americans are less likely to have a positive relationship to nature than all other racial groups. The amplification of this report without introspection of its context perpetuates racialized generalizations. This can limit a black individual’s ability to embrace their ecological identity and be receptive of nature-based expressive arts therapy interventions. …

How Internalized And Externalized Behaviors In Adolescents Impact Academic Achievement In Faith-Based Institutions, Subira Brown, Chioma Tait, Jade Callahan, Deyana Cox

Adventist Human-Subject Researchers Association

The purpose of this literature review is to address how internalized and externalized behaviors in adolescents impact academic achievement in faith-based institutions. This research intends to bring awareness to the prevalence of mental health concerns faced by adolescents, as well as the need for mental health services in the education system. This research will also identify the relationship between internalizing and externalizing behaviors, and academic achievement. Based on the findings, the next steps will be to evaluate the deficits within the Adventist school system and begin developing programs and resources necessary to support the mental health needs of children and …

Supporting Pre-Service Teachers With Skills From Dialectical Behavior Therapy, Almut K. Zieher

Individual, Family, and Community Education ETDs

Mindfulness trainings, which tend to include daily home meditation practice, have been found to improve in- and pre-service teachers well-being, but findings indicate that participants struggle to complete the recommended home meditation practice. A mindfulness training based on Dialectical Behavior Therapy (DBT) skills may be a more feasible training format for teachers because the home practice is informal and easily integrated into daily life. DBT skills are also discrete and easy-to-understand and directly relate to the intrapersonal and interpersonal challenges teachers face. Although DBT skills-based trainings have been used with non-clinical populations, to date no study has been identified exploring …

Awareness Of Emotions Leads To Self-Efficacy Among College Students, Amy Lee, Emily M. Delacruz

Publications and Research

Self-efficacy is one’s belief in their own ability to succeed in a particular situation or accomplish a task (Bandura, 1977). Previous research has shown that the effort one puts into achieving goals, coping abilities, and behavior in the face of opposition are all heavily influenced by efficacy beliefs. Self reflection and knowledge of inner feelings, areas in which one excel, areas in which one do poorly, and areas in which one need to improve aid in the establishment of goals (Bandura, 1977 & Cervone, 2004). Inner feelings are bound to occur when one make sense of what one can and …

An Introduction To Transformative Inquiry: Understanding Compelling And Significant Relationships For Personal And Societal Transformation, Mark L. Mccaslin, Kelly A. Kilrea

The Qualitative Report

Transformative inquiry is a theoretical model designed to facilitate the inquiry of important and meaningful relationships that transform and potentiate us. Creswell (2007) described the essential elements of a research agenda: the axiological, ontological, epistemological, methodological, and rhetorical. Each carries with it assumptions that hold implications for practice and research. Transformative inquiry addresses all of these elements through considerations given to deep ecology, transdisciplinarity, integral meta-theory, heuristic research, and eudaimonistic philosophy, respectively. Transformative inquiry is an approach to understanding and fostering the full range of deep and meaningful relationships from the personal to the political, and beyond. It is a …

Exploring The Adulthood Transition Through The Eyes Of Adults Living With Autism Spectrum Disorder: A Phenomenological Study Of Their Expectations, Perceptions, Experiences, And Goals Regarding Adulthood, Matthew Noakes

Senior Honors Theses

Autism spectrum disorder (ASD) is a prevalent developmental disorder that makes daily, independent living difficult for many people around the world. Depending on the severity of ASD symptoms, individuals living with ASD rely on various supports to develop everyday skills. However, many of these supports fade away as these individuals transition out of high school into adulthood where they are introduced to an entirely new set of social systems including postsecondary institutions, workplace environments, independent/codependent living arrangements, and mature social relationships. Four emerging adults with ASD were interviewed to gather their expectations, perceptions, experiences, and goals regarding these different domains …

Intimacy Idolization And Ego Development In Adolescence: Links To Social Relationships And Wellness In Early Adulthood, Rachel Brown

Senior Honors Projects, 2010-2019

This study aims to examine the interplay between ego development and intimacy development as predictive of later friendship and romantic relationship quality. It subsequently seeks to understand how balance and imbalances in friendship and romantic relationship quality, predicted by ego and intimacy development, are indicative of later markers for overall wellness. As such, adolescent reports of ego development and romantic intimacy were examined in relation to later reports of reliable alliance in both a close friendship and a romantic relationship. Ego development was predicted to be associated with higher levels of close friendship stability and lower levels of romantic stability; …

American And British Speech Differences In Low Socioeconomic Status Homes, Jennifer Markfeld

Senior Honors Projects, 2010-2019

Background: Infants living in low socioeconomic status (SES) homes display lower developmental functioning by 12 months than mid- and high-SES infants, and speak fewer words on average as they grow older. Maternal speech is especially important for language development and has been found to be the largest predictor of SES-related differences in children’s vocabulary. Although there are documented differences between British and American infant language development, for example American infant lexicons are typically larger than age matched British infants, there is little research looking at caregiver speech across these countries in low SES groups.

Method: This retrospective study compared 10 …

Using An Eye-Tracking Training Paradigm To Teach Responsiveness To Joint Attention, Allison C. Brandmark

Masters Theses, 2010-2019

Joint Attention (JA) is a social interaction in which attention is concurrently managed between an object or event and a social partner. One social partner initiates joint attention (IJA) by directing the attention of the other social partner. In return, the other social partner responds to joint attention (RJA) by following the social cues. A deficit in JA, which is commonly seen in children with Autism Spectrum Disorder, is correlated with delayed language development and lower levels of communication and social skills. Several studies have successfully trained both IJA and RJA using in-person methodologies. With the development of new technology, …

High School Teachers’ Roles And Needs In Addressing Students Experiencing Trauma, Katherine Flemister

Educational Specialist, 2009-2019

Childhood trauma is a hidden epidemic that can have profound impacts on children including significant educational impact. Teachers are responsible for the academic success of all of their students, so it is critical for teachers to be prepared to help a student who has been exposed to trauma to reintegrate back into the classroom. Almost all of the limited research available regarding a teacher’s role in helping students experiencing trauma has been conducted within the elementary schools, so the current study aimed to further the literature by exploring the role of high school teachers in helping students who have experienced …

An Initial Development Of A Hardiness Scale For Elementary School Students, Stephen Ferrara

Educational Specialist, 2009-2019

There are limited studies that have investigated levels of hardiness in children. There is even less information on finding hardiness scales that have been normed on children in elementary school. The purpose of this study was to test the validity and reliability of the Hardiness Scale for Children (HSC), which assesses the three subscales of hardiness: Challenge, Control, and Commitment. 121 elementary school students (2^nd-5^th grade) were selected to complete the HSC. Their parents were also asked to complete a three-item scale to measure their child’s hardiness. The results indicated that older children tended to give themselves …

Parental Acceptance Project: Affirming Gender Variant Youth, Shelley Faulkner

Educational Specialist, 2009-2019

The number of gender expansive and gender variant youth has risen dramatically, leading to a mental health and education service gap that must be addressed. The author reviews relevant literature supporting the importance of the parent-child relationship via the lens of attachment theory, affirming that parental support for gender variant children is critical to their well-being and overall positive life outcomes. A curriculum for parents of gender variant children is proposed, in an effort to educate and support parents of gender variant children, so that they may in turn develop affirmative and supportive practices toward their children. The ultimate goal …

Attachment In Middle Childhood Among Foster And Adopted Children: Preliminary Validation Of A Behavioral Observation System, Somer George

Dissertations, 2014-2019

Abstract

The study of attachment in middle childhood, especially among foster and adoptive children, is a critical and timely one. An assessment that helps us understand the behavioral manifestations of attachment for these children, while considering the link with caregiving behavior and parental reflective functioning (PRF) can help to provide effective and efficient intervention leading to security and relational healing. This study examines the attachment patterns of 39 foster and adopted children (ages six to twelve) in the Modified Strange Situation Procedure (MSSP), with their caregivers. Association with caregiving patterns, PRF, and caregiver reported child behavior are analyzed using Pearson’s …

Ethnic-Racial Socialization In Early Childhood: The Implications Of Color-Consciousness And Colorblindness For Prejudice Development, Flora Farago, Kimberly Leah Davidson, Christy M. Byrd

Faculty Publications

This chapter outlines how early childhood teachers can bring children into conversations surrounding race and racism by drawing on literature on how parents of color discuss these topics. Although educators’ practices surrounding race and racism remain largely unexplored, decades of developmental psychological research indicate that parents of color engage in ethnic-racial socialization practices that are beneficial for children (Hughes et al., 2006). The established dimensions of parental ethnic-racial socialization include (1) cultural socialization, or teaching children about their ethnic heritage and instilling ethnic pride; (2) preparation for bias, or teaching children about racism and preparing them to face discrimination; (3) …

Relationship Between Joint Attention And Language In Multiparous And Uniparous Households, Hannah C. Manis

Undergraduate Honors Theses

The present study was designed to examine differences in the effect of the number of children in the household (also known as “parity”) on the relationship between initiating joint attention (IJA) and language development. We reasoned that infants who are only children (i.e., in uniparous homes), relative to infants who have one or more siblings (i.e., in multiparous homes), would have more opportunity to engage in IJA, and would, therefore, acquire a larger number of object labels. We tested the hypotheses that: 1) there would be a positive correlation between the number of IJA bids and language overall, and 2) …

Mindfulness And Religiosity/Spirituality As Protecting Factors For Internalizing Symptoms Associated With Adverse Childhood Experiences: A Moderated Moderation Model, Kayla Heineken, Diana Morelen

Undergraduate Honors Theses

Adverse childhood experiences (ACEs) are traumatic events during a person’s early life that can influence their later mental health, physical health, and wellbeing. Internalizing symptoms such as anxiety and depression are common mental health outcomes associated with these events. Two factors, religiosity/spirituality (R/S) and mindfulness, are possible protecting factors to help lessen the effect of traumatic experiences on later mental health. This study examined whether R/S and mindfulness are protective factors in the relationship between ACEs and future internalizing symptoms. Further, this study examined whether the impact of R/S was influenced by an individual’s mindfulness (moderated moderation). Participants (N = …

Necessary And Sufficient: Examining The Role Of Attachment Trauma And Psychological Maltreatment As Primary Etiological Factors In The Development Of Borderline Personality Disorder, Chacy Agnello

Dissertations

Current widely-accepted conceptualizations regarding borderline personality disorder (BPD) profess that trauma is not required in the etiology of BPD and place a significant focus on biological predispositions. This review sought to evaluate the current paradigms regarding BPD and examine whether trauma may be the most significant contributing factor in the development of BPD. Studies on developmental trauma (including psychological maltreatment) and attachment were examined. These studies appear to strongly support the idea that when disrupted attachment and psychological maltreatment are taken into consideration, trauma does appear to be both necessary and sufficient as primary etiological factors in the development of …

Risk-Taking, Thinking Styles, And Criminality: A Fuzzy-Trace Theory Perspective, Adrienne Machann

Electronic Theses and Dissertations

Preferred modes of thinking, otherwise known as biases, have been well documented in adult reasoning and decision-making (Evans, 2003; Gilovich, Griffin, & Kahneman, 2002; Reyna & Brainerd, 2011; Tversky & Kahneman, 1986). Researchers have explained these biases by proposing that the basis for them is a system of thought that relies mostly on intuition and “gut feelings” rather than logical analysis of the situation (Reyna & Brainerd, 2011; Tversky & Kahneman, 1986). According to standard dual-process theories, intuition is described as a thought process so quick, it is automatic and, at times unconscious; conversely, analytical thinking is slow and steady, …