Digital Commons Network^™

A Program Evaluation Of Immersive Devised Story Drama: Process And Impacts At A Summer Creativity Camp, Amy Ressler

Dissertations

This utilization-focused evaluation examined the relationship of a devised drama program at a summer youth camp to the campers’ social-emotional learning (SEL), creativity growth, and character development. Methods used in the study included surveys of parents, interviews of teachers, and focus groups of campers. Results indicated that the devised drama provides durable, effective enrichment in SEL, creativity growth, and character development. Data also suggested that engagement in the drama contributed to an enhanced ability to manage anxiety. Concluding recommendations propose the overt use of the vocabulary of SEL competencies and grade-level appropriate SEL curricula. Professional development in Applied Improvisation for …

Locally Primitively Universal Forms And The Primitive Counterpart To The Fifteen Theorem, Beruwalage Lakshika Kumari Gunawardana

Dissertations

An n-dimensional integral quadratic form over Z is a polynomial of the form f = f(x1, … ,xn) =∑_(1≤i,j ≤n)▒a_ij x_i x_j, where a_ij=a_ji in Z. An integral quadratic form is called positive definite if f(α_1, …,α_n) > 0 whenever (0, … , 0) ≠(α_1, …,α_n) in Z^n. A positive definite integral quadratic form is said to be almost (primitively) universal if it (primitively) represents all but at most finitely many positive integers. In general, almost primitive universality is a stronger property than almost universality. Main results of this study are: every primitively universal form non-trivially represents zero over every ring …

Relationships Between Professional Development And Attitudes, Knowledge, And Skills In Play Therapy Among Counselors, Cynthia Ann Anderson

Dissertations

Most counselors receive inadequate training in play therapy, through university counselor education programs, to counsel children using the method, which leaves novice counselors searching for workshops, institutes, conferences, or self-training to effectively meet the mental health needs of children with play therapy. In this first-of-its-kind study, the researcher investigated relationships between professional development and play therapy among working counselors and measured attitudes, knowledge and skills, and types of training in play therapy. A nonrandom sample of counselors were recruited from relevant online sources in this quantitative study. Attitudes, knowledge, and skills were measured by the self-reported Revised Play Therapy Attitude-Knowledge-Skills …

Donor Families’ Experiences From Initial Loss Forward: An Interpretative Phenomenological Analysis, Linda Sue Meeker

Dissertations

The purpose of this study was to examine the lives of those who have consented to organ donation at the time of an unexpected death of a loved one. The qualitative data illuminated participants’ experiences as members of donor families as they shared their observations and experiences from the initial loss forward. The participants in this study included eight women and one man who were the primary next-of-kin and the individual who provided consent to donate the organs. The results indicated that there are steps in the care of these families that could be improved, allowing for better care of …

Building A Resilient Workforce: Programming For Commercial Content Moderation Staff, Miriah E. Steiger

Dissertations

Commercial content moderators (CCM) review and remove controversial content from social media platforms, leading to potentially adverse mental health effects through secondary trauma exposure. Due to the problematic nature of their work, a U.S. based company hired mental health clinicians to design and instruct a resiliency program, developed based upon the psychological resilience literature. Regrettably, there is scarce peer-reviewed literature providing guidelines for best practices in program development or evaluations specific to this population to evaluate the program’s effectiveness. Therefore, this study investigated whether the resiliency program provided to CCM workers predicted resilience and well-being outcomes by use of the …

Examining Relations Among Positive And Negative Metrics Of Psychological Flexibility And Positive And Negative Outcomes Of Exposure To Trauma, Dustin A. Seidler

Dissertations

PTSD is a mental health condition that affects many people over the course of their life (National Comorbidity Survey, 2005), including veterans (Litz & Schlenger, 2009). However, many do not experience clinical levels of distress and some experience posttraumatic growth (PTG) resulting from such an event (Tedeschi, Park, & Calhoun, 1998). The Psychological Flexibility Model, of which Acceptance and Commitment Therapy (ACT; Hayes, Strosahl, & Wilson, 1999) is based, may help explain these phenomena. The purpose of this study was to examine these relationships utilizing a measure simultaneously assessing psychological flexibility and inflexibility. It was hypothesized that psychologically inflexible behaviors …

A Qualitative Understanding Of Gender-Responsive Youth Programming Within The Girls Rock Camp Alliance, Seyi Amosu

Dissertations

This study documented the gender-responsive youth programing strategies within Girls Rock camps using grounded theory methodology. Experiencing gender oppression is a stressor that creates an increased risk for mental and physical health concerns for gender-marginalized people. The risks for mental illnesses, because of gender-based oppression, is compounded when an individual holds additional marginalized statuses (e.g., age, race, ethnicity, social class, sexual orientation, ability status, etc.; APA, 2007). Gender bias has also been shown to negatively impact young people’s self-esteem, academic achievement, and vocational aspirations (Kamsler, 1992). Given this negative impact of gender bias, it is important to address gender related …

Narcissistic Group Orientation, Water-Like Group Orientation, And Their Relations To In-Group Identification, Richard Montoya

Dissertations

Two studies were conducted to present two new theoretical constructs based on narcissistic personality and Daoist water-like personality research. Narcissistic group orientation (NGO) was developed to incorporate both the grandiose and vulnerable expressions of narcissism into a group-oriented social variable. NGO is pathological group orientation with two distinct expressions that share a common etiology in social identity monopolization. The conditions that promote social identity monopolization and ultimately increase the salience of the particular self-category, differ amongst the grandiose and vulnerable expressions of NGO. The grandiose expression increases salience of a particular self-category to facilitate opportunistic use for self-enhancement, while the …

Getting Ahead Of The Game: A Preventative Assessment Plan For Intercollegiate Athletics, Kristiana Marie Feeser

Dissertations

While we know much about the psychology of sport, little gets translated onto the playing field. Typically, there is only consultation when a problem arises or when performance falls short. The purpose of this study was mainly exploratory in order to gather data on three factors of mental health, find any associations between those factors, and to predict any risk factors using demographic variables. Three validated measurement tools were used to measure burnout (Athlete Burnout Questionnaire; Raedeke & Smith, 2004), depression (Beck Depression Inventory-II; Beck et al., 1996), and transition readiness (British Athletes Lifestyle Assessment Needs in Career and Education; …

Investigating The Contribution Of Historic Site Interpretation Centers To Meaning Making: The Case Of Bahrain, May Jalal Al Saffar

Dissertations

This dissertation investigates the role and contribution of the Historic Site Interpretation Centers in the process of meaning-making from the historic site to the visitors, as well as their visiting experience and attendance at the same settings. The Historic Site Interpretation Centers exhibit a unique museum typology dedicated to sites of historical significance, offering a dual mode of interpretation, labeled as ‘in situ’ and ‘in context’. The objective was to evaluate the physical attributes and applied display strategies in conveying meaning from historic sites to visitors and, to explore the resulting stakeholders’ (i.e. service providers and visitors) perception and emotional …

Efficient Time-Stepping Approaches For The Dispersive Shallow Water Equations, Linwan Feng

Dissertations

This dissertation focuses on developing efficient and stable (high order) time-stepping strategies for the dispersive shallow water equations (DSWE) with variable bathymetry. The DSWE extends the regular shallow water equations to include dispersive effects. Dispersion is physically important and can maintain the shape of a wave that would otherwise form a shock in the shallow water system.

In some cases, the DSWE may be simplified when the bathymetry length scales are small (or large) in relation to other length scales in the shallow water system. These simplified DSWE models, which are related to the full DSWEs, are also considered in …

Hybrid Deep Neural Networks For Mining Heterogeneous Data, Xiurui Hou

Dissertations

In the era of big data, the rapidly growing flood of data represents an immense opportunity. New computational methods are desired to fully leverage the potential that exists within massive structured and unstructured data. However, decision-makers are often confronted with multiple diverse heterogeneous data sources. The heterogeneity includes different data types, different granularities, and different dimensions, posing a fundamental challenge in many applications. This dissertation focuses on designing hybrid deep neural networks for modeling various kinds of data heterogeneity.

The first part of this dissertation concerns modeling diverse data types, the first kind of data heterogeneity. Specifically, image data and …

Live Media Production: Multicast Optimization And Visibility For Clos Fabric In Media Data Centers, Ammar Latif

Dissertations

Media production data centers are undergoing a major architectural shift to introduce digitization concepts to media creation and media processing workflows. Content companies such as NBC Universal, CBS/Viacom and Disney are modernizing their workflows to take advantage of the flexibility of IP and virtualization.

In these new environments, multicast is utilized to provide point-to-multi-point communications. In order to build point-to-multi-point trees, Multicast has an established set of control protocols such as IGMP and PIM. The existing multicast protocols do not optimize multicast tree formation for maximizing network throughput which lead to decreased fabric utilization and decreased total number of admitted …

Development And Evaluation Of Low Cost 2-D Lidar Based Traffic Data Collection Methods, Ravi Jagirdar

Dissertations

Traffic data collection is one of the essential components of a transportation planning exercise. Granular traffic data such as volume count, vehicle classification, speed measurement, and occupancy, allows managing transportation systems more effectively. For effective traffic operation and management, authorities require deploying many sensors across the network. Moreover, the ascending efforts to achieve smart transportation aspects put immense pressure on planning authorities to deploy more sensors to cover an extensive network. This research focuses on the development and evaluation of inexpensive data collection methodology by using two-dimensional (2-D) Light Detection and Ranging (LiDAR) technology. LiDAR is adopted since it is …

Enrichment Of Ontologies Using Machine Learning And Summarization, Hao Liu

Dissertations

Biomedical ontologies are structured knowledge systems in biomedicine. They play a major role in enabling precise communications in support of healthcare applications, e.g., Electronic Healthcare Records (EHR) systems. Biomedical ontologies are used in many different contexts to facilitate information and knowledge management. The most widely used clinical ontology is the SNOMED CT. Placing a new concept into its proper position in an ontology is a fundamental task in its lifecycle of curation and enrichment.

A large biomedical ontology, which typically consists of many tens of thousands of concepts and relationships, can be viewed as a complex network with concepts as …

Crowdsourcing Atop Blockchains, Yuan Lu

Dissertations

Traditional crowdsourcing systems, such as Amazon's Mechanical Turk (MTurk), though once acquiring great economic successes, have to fully rely on third-party platforms to serve between the requesters and the workers for basic utilities. These third-parties have to be fully trusted to assist payments, resolve disputes, protect data privacy, manage user authentications, maintain service online, etc. Nevertheless, tremendous real-world incidents indicate how elusive it is to completely trust these platforms in reality, and the reduction of such over-reliance becomes desirable.

In contrast to the arguably vulnerable centralized approaches, a public blockchain is a distributed and transparent global "consensus computer" that is …

Mathematical Models And Tools To Understand Coupled Circadian Oscillations And Limit Cycling Systems, Guangyuan Liao

Dissertations

The circadian rhythm refers to an internal body process that regulates many body processes including the sleep-wake cycle, digestion and hormone release. The ability of a circadian system to entrain to the 24-hour light-dark cycle is one of the most important properties. There are several scenarios in which circadian oscillators do not directly receive light-dark forcing. Instead they are part of hierarchical systems in which, as \peripheral" oscillators, they are periodically forced by other \central" circadian oscillators that do directly receive light input. Such dynamics are modeled as hierarchical coupled limit cycle systems. Those models usually have a large population, …

Resonant Triad Interactions In One And Two-Layer Systems, Malik Chabane

Dissertations

This dissertation is a study of the weakly nonlinear resonant interactions of a triad of gravity-capillary waves in systems of one and two fluid layers of arbitrary depth, in one and two-dimentions. For one-layer systems, resonant triad interactions of gravity-capillary waves are considered and a region where resonant triads can be always found is identified, in the two-dimensional wavevector angles-space. Then a description of the variations of resonant wavenumbers and wave frequencies over the resonance region is given. The amplitude equations correct to second order in wave slope are used to investigate special resonant triads that, providing their initial amplitude …

Machine Learning For Scientific Data Mining And Solar Eruption Prediction, Hao Liu

Dissertations

This dissertation explores new machine learning techniques and adapts them to mine scientific data, specifically data from solar physics and space weather studies. The dissertation tackles three important problems in heliophysics: solar flare prediction, coronal mass ejection (CME) prediction and Stokes inversion.

First, the dissertation presents a long short-term memory (LSTM) network for predicting whether an active region (AR) would produce a certain class of solar flare within the next 24 hours. The essence of this approach is to model data samples in an AR as time series and use LSTMs to capture temporal information of the data samples. The …

A Comprehensive And Absolute Corporate Sustainability Assessment And Enhanced Input Output Life Cycle Assessment, Joseph M. Wright

Dissertations

Stresses due to economic activity are threatening to exceed environmental and societal limits with the potential to jeopardize local communities and create global crises. This research proposes new methodologies and analytic techniques to comprehensively assess corporate sustainability and enhance the efficiency of estimating environmental and social impacts with Input Output Life Cycle Assessment (IOLCA).

Sustainability assessments and management require consideration of both social and environmental impacts as outflows of economic activity. There are a number of assessment tools available to gain insight into environmental and social impacts; but in most cases, these approaches lack essential components for a comprehensive and …

Efficient Approximations For Stationary Single-Channel Calcium Nanodomains, Yinbo Chen

Dissertations

Mathematical and computational modeling plays an important role in the study of local Ca2+ signals underlying many fundamental physiological processes such as synaptic neurotransmitter release and myocyte contraction. Closed-form approximations describing steady-state distribution of Ca2+ in the vicinity of an open Ca2+ channel have proved particularly useful for the qualitative modeling of local Ca2+ signals. This dissertation presents several simple and efficient approximants for the equilibrium Ca2+ concentration near a point source in the presence of a mobile Ca2+ buffer, which achieve great accuracy over a wide range of model parameters. Such approximations provide an efficient method for estimating Ca2+ …

Energy And Performance-Optimized Scheduling Of Tasks In Distributed Cloud And Edge Computing Systems, Haitao Yuan

Dissertations

Infrastructure resources in distributed cloud data centers (CDCs) are shared by heterogeneous applications in a high-performance and cost-effective way. Edge computing has emerged as a new paradigm to provide access to computing capacities in end devices. Yet it suffers from such problems as load imbalance, long scheduling time, and limited power of its edge nodes. Therefore, intelligent task scheduling in CDCs and edge nodes is critically important to construct energy-efficient cloud and edge computing systems. Current approaches cannot smartly minimize the total cost of CDCs, maximize their profit and improve quality of service (QoS) of tasks because of aperiodic arrival …

Global Optimization Algorithms For Image Registration And Clustering, Cuicui Zheng

Dissertations

Global optimization is a classical problem of finding the minimum or maximum value of an objective function. It has applications in many areas, such as biological image analysis, chemistry, mechanical engineering, financial analysis, deep learning and image processing. For practical applications, it is important to understand the efficiency of global optimization algorithms. This dissertation develops and analyzes some new global optimization algorithms and applies them to practical problems, mainly for image registration and data clustering.

First, the dissertation presents a new global optimization algorithm which approximates the optimum using only function values. The basic idea is to use the points …

In Partnership? Pedestrian Plazas In New York City, Topal Vardi Topal

Dissertations

Traditional public spaces —such as public parks, streets, and public squares—have long been part of the urban landscape. In today’s congested cities, however, creating such public spaces is difficult because they require capital investment, vacant land, and ongoing maintenance. Possibly in response to these obstacles, new types of urban public spaces have emerged.

Pedestrian plazas, one of these new types, is the topic of this research, with a focus on the New York City Plaza Program, which was the first such program in the U.S. For this research, the design, management, and use characteristics of five completed pedestrian plazas were …

Changing The Focus: Worker-Centric Optimization In Human-In-The-Loop Computations, Mohammadreza Esfandiari

Dissertations

A myriad of emerging applications from simple to complex ones involve human cognizance in the computation loop. Using the wisdom of human workers, researchers have solved a variety of problems, termed as “micro-tasks” such as, captcha recognition, sentiment analysis, image categorization, query processing, as well as “complex tasks” that are often collaborative, such as, classifying craters on planetary surfaces, discovering new galaxies (Galaxyzoo), performing text translation. The current view of “humans-in-the-loop” tends to see humans as machines, robots, or low-level agents used or exploited in the service of broader computation goals. This dissertation is developed to shift the focus back …

Genetic Population Structure And Microbiome Of German Cockroaches In Urban Environments, Xueyang Fan

Dissertations

Pests of human habitats may harbor and disperse pathogens that cause human disease. One such pest is the German cockroach (Blattella germanica), which is known to harbor numerous pathogens, including Klebsiella and Pseudomonas. The aim of this study is to reveal the importance of the German cockroach as a potential vector of human medically important diseases. To do so, this study investigates German cockroach population structure and their associated bacterial microbiome in urban residential environments. Ninety German cockroaches are collected from three residential apartment buildings in three New Jersey cities. Samples are caught by glue traps and stored at -20°C. …

An Automated Feedback System To Support Student Learning Of Conceptual Knowledge In Writing-To-Learn Activities, Ye Xiong

Dissertations

As a pedagogical strategy, Writing-to-Learn (WTL) intends to use writing to improve students’ understanding of course content. However, most of the existing feedback systems for writing are mainly focused on improving students’ writing skills rather than their conceptual development. In this dissertation, an automatic approach is proposed to generate timely, actionable, and individualized feedback based on comparing knowledge representations extracted from lecture slides and individual students’ writing assignments. The novelty of the proposed approach lies in the feedback generation: to help students assimilate new knowledge into their existing knowledge better, their current knowledge is modeled as a set of matching …

1,4-Dioxane Biodegradation In Propanotrophs: Molecular Foundations And Implications For Environmental Remediation, Li Fei

Dissertations

1,4-Dioxane (dioxane) has emerged with an escalating concern given its human carcinogenicity and widespread occurrence in groundwater. Bioremediation is promising as an effective and cost-efficient treatment alternative for in situ or ex situ cleanup of dioxane and co-existing pollutants in the field. Soluble di-iron monooxygenases (SDIMOs) are reputed for their essential roles in initiating the cleavage of dioxane and other pollutants. In this doctoral dissertation, molecular foundations for SDIMOs-mediated dioxane biodegradation are untangled to promote the development and implication of site-specific bioremediation and natural attenuation strategies. This dissertation focused on propanotrophic bacteria given their pivotal roles in dioxane metabolism and …

Peer-To-Peer Consumption In 3d Printing Design, Weizhi Chen

Dissertations

Three-dimensional printing or additive manufacturing is a new element in new product development that emphasizes on digitalization and innovation. However, due to its new emergence, existing research has rarely explored its mechanism and benefits especially in marketing, new product development and innovation. This research addresses the mechanism of 3D printing under collaborative consumption in the age of personal fabrication. The primary focus of this research lies at the intersection of marketing, 3D printing in collaborative consumption, and data science. Online peer-to-peer 3D printing sharing platform myminifactory.com is utilized as primary study context. In this research, two types of product design …

Investigating The Combined Effects Of Whole Body Vibration And Vestibular Stimulation On Spasticity And Dystonia In Cerebral Palsy, Peter A. Michael

Dissertations

This study identifies and addresses three voids and potential shortcomings associated with the classification, assessment and management of Cerebral Palsy (CP). These concerns should not undermine the significant advancement that has been made in this specific branch of rehabilitation, but addressing them is necessary. Cerebral Palsy is a group of motor impairments due to hypoxic-ischemic brain damage around the time of birth and very commonly manifests as excessive muscle tone and poor motor control. There are classifications within CP including spasticity and dystonia.

First, a level of discrepancy is present in the classification of CP between the clinical and research …