Digital Commons Network^™

Accurate Patient Health Condition Identification And Risk Prediction From Health Data, Jinhe Shi

Dissertations

Online Health communities (OHCs), Electronic Health Records (EHRs) and Claims data contain rich patient information. Accurate identification of patient's health conditions is critical for providing effective and safe health care service and for trustable knowledge discovery. This dissertation proposes several deep-learning based techniques on identifying patient health conditions and predicting adverse drug event (ADE) risks using various health data.

First, this dissertation presents a novel patient experience mining model to differentiate the data expressing user experiences from the one describing hearsays. Indeed, OHCs contain information with varying degrees of quality. Identifying information that describes patient health experience from OHCs is …

The Impact Of Direct Instruction At English Learner Instructional Sites Compared To Indirect Instruction At English Learner Support Sites, Lauren Shim

Dissertations

Approximately one in every ten public school students in the United States is considered an English learner (Sanchez, 2017). It has also been determined that the English learner population is one of the fastest-growing populations in the United States (Gibson, 2016). This study focused on a school district in the Midwest region of the United States, where approximately 4% of the student population was classified as English learners, and the population had been steadily growing since 2014 (School District Manual, 2019). This Midwestern school district offered a unique English learner program by transporting students to specific Instructional Sites for English …

A Study Of Information Bots And Knowledge Bots, Amartya Hatua

Dissertations

In this dissertation, a study of different aspects of information bots and knowledge bots is done. The research contributes to a better understanding of the various characteristics of information bots as well as the different patterns and factors responsible for the information diffusion in a social network. This research also shows how these factors can be used to predict information diffusion for a particular topic in a social network. The second part of the research is focused on strategies for improving the knowledge base of knowledge bots, where two different approaches are studied. In the first approach, knowledge is transferred …

Core Subject Integration In The K-6 Music Classroom, Rose Bowe

Dissertations

Federal legislation through No Child Left Behind (NCLB) (2002) and Every Student Succeeds Act (ESSA) (2015) held schools accountable for improved test scores and academic achievement. The heightened scrutiny in performance and expectations placed enormous pressure on students, teachers, and administrators to reach the lofty goals of the accountability model and put emphasis on state-mandated tests for several subjects. Non-tested subjects often encountered a shift in funds and their programs became diminished or even eliminated. Subjects that were not tested, such as music education, were considered non-essential. Nonetheless, the value of music used for instruction to stimulate knowledge retention was …

Watching Disability: A Discourse Analysis Of Representations Of Disabled Characters In Scripted Television Programs, Wilbur Martin

Dissertations

This dissertation is a discourse analysis of three television series, Speechless, Atypical, and Breaking Bad. A close reading of those series was performed to analyze the representations of disability in those television series and whether those representations enforced classic stereotypes or differed from those classic stereotypes for disabilities. The representations were also analyzed to see if those representations enforced the medical or social model of disability.

All three series had instances of stereotypical representations as well as representations that were not stereotypical. All three series representations identified with the medical and social model of disabilities. Series that …

Teacher Beliefs And The Intent And Current Use Of Movement As It Influences Students With And Without Adhd, Kimberly Mcquagge

Dissertations

The purpose of this study was to add to the knowledge base regarding utilizing movement in the classroom as it influences reading and mathematics achievement for students with and without Attention-Deficit Hyperactivity Disorder. Mississippi public school teachers (n= 379) responded to an online questionnaire that gathered demographic data and collected ratings based on teacher beliefs and both their current use of movement and intent to use movement in the classroom based on a 5-point Likert scale.

In order to predict if a relationship existed between teacher beliefs of utilizing movement in the classroom and both their current use of movement …

Examining Preservice Teachers’ Attitudes, Self-Efficacy, And Differentiating Instruction For Educating Gifted Learners, Marla Freitag

Dissertations

This study examined preservice teachers’ attitudes, self-efficacy, and use of differentiation for gifted learners during the various stages of a teacher education program. The theoretical framework of this study was based on the premise that implicit personality theories held by preservice teachers influence both attitudes towards gifted learners and instructional practices in the general education, elementary classroom. The research design utilized quantitative methods to gather data from undergraduate general education preservice teachers from two regional universities within Mississippi. A total of 204 preservice teachers completed the Survey of Practices with Students of Varying Needs. Data gathered during this study was …

Recidivism Rates And Its Correlation To Mathematics And Reading Comprehension Among Detention Center Juveniles Who Participate In Trauma Informed Teaching, Isaac Collin

Dissertations

In this study rates of recidivism and their relationship with mathematics and reading comprehension will be analyzed. In the literature, a full comprehensive study of high school mathematics and reading was taught without the implementation of a watered-down academic curriculum. In order for detention center students to benefit from a detention center education they need instructors to expose them to state academic standards. The research questions guiding this study included 1) Is there a significant difference in the achievement scores in mathematics and reading skills and abilities based on the rates of recidivism at XYZ Detention Center, 2) Do XYZ …

Comparing Student Nurse Experiences With Developing Psychiatric Mental Health Nursing Competencies In Hospital And Nursing Homes: A Mixed Methods Study, Maria M. Tice

Dissertations

Tice, Maria M. Comparing Student Nurse Experiences with Developing Psychiatric Mental Health Nursing Competencies in Hospital and Nursing Homes: A Mixed Methods Study. Published Doctor of Philosophy dissertation, University of Northern Colorado, 2020. Nurse educators today face many barriers to attracting and retaining an adequate workforce of nurses to serve two significantly underserved and growing populations: elders and persons with mental illnesses. The primary purpose of this study was to compare and contrast how baccalaureate student nurses’ level of engagement and the perceived quality of the learning environments in inpatient mental health units and nursing homes were related to students’ …

Characteristics And Motivation Of Spanish- Speaking Latinx Families Of Children With Disabilities Engaged In A Family Support Group, Sandra Helena Rasmussen

Dissertations

Rasmussen, Sandra Helena. Characteristics and Motivation of Spanish-Speaking Latinx Families of Children with Disabilities Engaged in a Family Support Group. Published Doctor of Philosophy dissertation, University of Northern Colorado, 2020. English learners consistently demonstrate achievement gaps with family educational engagement being one method to improve student academic achievement, however, culturally and linguistically diverse families engage less due to cultural and language differences as well as due to motivational barriers. The purpose of this phenomenological qualitative study was to add to the limited literature by gaining insights into the motivational reasons of Spanish-speaking families to engage in a family support group. …

Establishing Auditory Discrimination And Echoic Stimulus Control With An Auditory Matching Procedure, Clare Christe

Dissertations

A generalized auditory matching repertoire is considered an early milestone in the development of verbal behavior (Greer & Keohane, 2006). Previous literature has demonstrated that the auditory matching (AM) protocol can improve echoics in individuals with developmental delays (Brown, 2005; Choi, Greer & Keohane, 2015; Du, Speckman, Medina, & Cole-Hatchard, 2017). However, some children experience difficulties with the match-to-sample (MTS) format of the AM protocol, if they are unable to perform delayed MTS tasks.

One alternative to MTS is the go/no-go procedure (Serna, Dube, & McIlvane, 1997), which requires the student to make a simple discrimination (i.e., same/different) between two …

Comparison Of Retention Rates Between Traditional On-Ground And Online Biology Laboratory Courses In The Community College Setting, Megan Davis Winborne

Dissertations

Community colleges provide vital educational resources to students across the nation. Online learning has become an integral part of the course offerings for community colleges. With regards to online learning, there is a lack of empirical evidence and research focused on community college offered biology laboratories, particularly concerning retention rates of these students. Means, Toyama, Murphy, and Bakia. (2013) found that even though there are copious amounts of studies dedicated to evaluation of evidence-based practices in online learning formats, many of them neglected to review retention rates associated with online educational courses.

The purpose of this study was to determine …

Personality Type, Self-Efficacy, And Learning Style Preference: A Quantitative Study Of Ninth-Grade Students In Missouri, Katie Lee Mock

Dissertations

Personality types, learning style preferences, and self-efficacy domains of ninth-grade students in southwest Missouri were explored in this study. The study was conducted to shed light on needs assessments used to identify learner differences due to the rise of mixed-ability classrooms. Five selected schools participated in the study during the 2019-2020 school year. The Big Five Personality survey was used to identify the dominant personality type of each participant: openness, conscientiousness, extroversion, agreeableness, or neuroticism. The Self-Efficacy Questionnaire for Children (SEQ-C) was used to identify the dominant self-efficacy domain for each participant: academic, social, or emotional. The Thinking and Learning …

Exclusionary Beliefs, Multicultural Ideology, Empathy, And Perceived Threat: A Comprehensive Model Of Anti-Immigrant Prejudice, Reigna El-Yashruti

Dissertations

Despite the increased movement of people across national borders, anti-immigrant sentiment continues to pose challenges to immigrant mental health and disrupt intergroup relations. In the USA, where over 14% of the population is comprised of foreign-born individuals, immigrants continue to face prejudice from both the public and political administration. Intergroup Threat Theory (ITT) explains this prejudice as stemming from the perception that the out-group poses a threat to the cultural purity, economic stability, or physical safety of the in-group. Traits that promote group exclusion, such as perceived group superiority (i.e. Right-Wing Authoritarianism; RWA, Social Dominance Orientation; SDO, cultural dominance; CD) …

Engaging Middle School Emergent Bilinguals In Language Awareness: A Practitioner Researcher Study, Carol Lickenbrock

Dissertations

This practitioner research study (Cochran-Smith & Lytle, 2009) traced the journey toward critical literacy of a group of seven emergent bilinguals and me, their teacher, over the course of a four-month unit on argument as part of our English for Speakers of Other Languages 3 (ESOL3) class. Many of these students, like many emergent bilinguals in the United States, had been disempowered because they had not had access to the academic texts of school. As part of this research, students worked with tools of Systemic Functional Linguistics (SFL) to analyze the interpersonal, ideational and textual metafunctions of argumentation in lessons …

Insights Into The Lived Experiences Of English Language Learners, Rina Kassem

Dissertations

The purpose of this research is to examine how schools can provide special language instruction to meet the increase in the numbers of English language learners (ELLs) and its effect on educators as well as students. This is a descriptive single case study that is focused on a public school, prekindergarten through fifth-grade located in a middle class suburb in a big metropolitan area in the Midwest. This study addresses the commonality problems that face a school system include academic performance, different cultural backgrounds, communication issues, professional development, and funding. To address these issues it is necessary to understand how …

Intergenerational Family Learning Programs: Stories Of Latinx, Immigrant Families And Their Journeys To And Through Higher Education, Monica Ramos

Dissertations

ABSTRACT

This research presents the stories of three Latinx families who participated in an intergenerational family program. I endeavored to understand their experiences navigating the American system of education and their immigrant stories. Their narratives revealed significant details that can serve as integral elements in the development of an intergenerational learning curriculum based on culture, language, and traditions, and that steps away from the assumptions that perpetrate the deficit-based narratives about Latino families and higher education. Their hopes provide points for further research and advocacy. In this qualitative study, I collected data using semi-structured interviews, including documents and artifacts. The …

Is Critical Thinking Really Critical? A Research Study Of The Intentional Planning For The Teaching Of Critical Thinking In The Middle Grades, Michelle Smith

Dissertations

Critical thinking is an integral part of human life. However, it is not intentionally planned for and implemented in most public educational institutions. Due to this lack of planning, not everyone thinks critically. Critical thinking is a skill that must be fostered and developed over a period for it to be applied consistently. Individuals who exhibit critical thinking are increasingly likely to be successful in life.

This study focused on the teaching of critical thinking and was conducted at Wildcat Middle School, located in a suburb of Chicago, IL. The research examined the extent to which teachers intentionally planned for …

What Role Does The African American Church Play When Meeting The Mental Health Needs Of Its African American Parishioners?, Lisa Sutton

Dissertations

Abstract

This study will focus on understanding the role played by the church in meeting the mental health needs of its African American parishioners. The goal is to understand the ways that African American communities hold faith, position themselves within the church, and the outside world, with a specific focus on issues of trust, which have emerged based on historical and structural violence that has debilitated the health of our community. The study examines attitudes and perceptions of church leadership and members around their caring for parishioners with mental health issues. The hope is that the data will help construct …

The Study Of Black American Male School Principals’ Life Experiences And How They Affect Black American Male Students In Their Schools To Close The Academic Achievement Gap, Linda Palija

Dissertations

ABSTRACT

This qualitative study was conducted to inform the present educational system concerning what is known about Black American male former principals and district leaders and how they affected Black American male students in closing the academic achievement gap. The context of this inquiry was an examination of three Black American male former principals/district leaders in one region of the United States, and the study focused on how they used their life and professional experiences to help Black American male students in their schools to close the academic achievement gap. Three themes were acknowledged in this investigation: the impact of …

Transfer Learning: Bridging The Gap Between Deep Learning And Domain-Specific Text Mining, Chaoran Cheng

Dissertations

Inspired by the success of deep learning techniques in Natural Language Processing (NLP), this dissertation tackles the domain-specific text mining problems for which the generic deep learning approaches would fail. More specifically, the domain-specific problems are: (1) success prediction in crowdfunding, (2) variants identification in biomedical literature, and (3) text data augmentation for domains with low-resources.

In the first part, transfer learning in a multimodal perspective is utilized to facilitate solving the project success prediction on the crowdfunding application. Even though the information in a project profile can be of different modalities such as text, images, and metadata, most existing …

Building The Petro-Polis: Oil Capitalism, Imperialism, And The Making Of Abadan, 1908-1933, Reza Mortaheb

Dissertations

Abadan is the most prominent of all the oil company towns the British Petroleum Company built in Southwest Iran. Located at the border of Iran and present-day Iraq, by the mid twentieth century Abadan not only accommodated the world’s largest refinery, it had also become Iran’s most populous industrial city. This dissertation focuses on the process of urban development on Abadan Island between 1908 and 1933. Drawing on primary archival documents and secondary sources, this dissertation discusses how Abadan’s establishment and its changing urban form and spatial organization were the product of broader historical processes. Imperial intelligence and practical requirements …

Consensus In Anesthesia Handoff Reporting, Robin L. Groves Anselm

Dissertations

Despite some improvement, no consensus exists to perfect quality in anesthesia handoff practice and policy. This quality improvement project was designed to assist a local anesthesia and perioperative workforce questioning the quality of its current handoff. Theories and models used to inform the project included the Inter-Professional Team Collaborative, Lewin's change theory, the continuous quality improvement theory, and the knowledge to action model. The communication assessment tool (CAT) functioned as a needs assessment yielding a gap in handoff practice of 25 participants. The CAT also served as the post project evaluation survey. The situation, background, assessment, and recommendation (SBAR) tool …

Skin And Soft Tissue Infections In The Emergency Department, Nicole Martinez

Dissertations

Background/Purpose: Skin and soft tissue infections (SSTI) represent a diverse group of infections varying in clinical presentation and degree of severity. The International Classification of Diseases codes for patients presenting with cellulitis or abscess account for $5.5 billion in annual health care costs and 1.4% of all hospital admissions nationally. Data are needed to inform admission and management decisions. The purpose of this study is to examine relationships among sociodemographic, physical examination findings, and treatment modality and management in patients with SSTIs.

Theoretical/Conceptual Framework: Web of Causation Theoretical Framework explores multiple causative factors treated with equal prominence, thus …

Pain And Spiritual Distress At End Of Life, Kathryn Lee Robinson

Dissertations

Purpose: The purpose of this study is to examine the relationship between unmanaged pain and spiritual distress in adults newly admitted to hospice.

Background/Rationale: Current evidence supports the presence of a positive relationship between increased physical pain and spiritual distress for those with advanced cancer and/or receiving palliative care services. Nonetheless, spiritual distress remains a relatively understudied area; anecdotally, assessment and management of physical symptoms often take precedence over interventions for spiritual distress in patients at end of life (EOL) on hospice. Research is needed to examine the relationships between physical pain, spiritual distress, and other relevant variables specific to …

Leadership Adapted: Towards An Understanding Of How Western-Developed Leadership Theories Are Translated And Practiced In The Modern Arab Middle East, Derek R. Olson

Dissertations

The purpose of this study is to understand how western-developed leadership theories are translated and practiced in the Modern Arab Middle East (MAME). Over the past century the notion of leadership has progressed through phases of understanding, definition, and practice. This evolution continues today and is no longer contained to the academic and practice-oriented institutions of North America and Europe. Through western-styled educational institutions and professional industries, western-developed leadership theories have stretched around the globe, including the MAME. While this is known, what is much less understood is how these theories are adopted and adapted. This study’s objective is to …

The Impact Of The Language Of Instruction On Second-Grade Latinx Emergent Bilinguals’ Understanding Of Place Value In Two Spanish-English Transitional Bilingual Classrooms: An Exploratory Study, Angela Maria Rengifo

Dissertations

The relationship between mathematics learning and the language of instruction in bilingual settings has been observed and analyzed widely in educational research. As Latinx Emergent Bilingual students start developing their mathematics knowledge and skills in elementary classrooms, the role that language plays in the process has been studied as a key aspect of classroom practice. A convergent parallel mixed-method approach was used to examine fourteen second-grade Latinx Emergent Bilingual students’ understanding of the concept of place value and whether this process was related to the language of instruction chosen in each of the two Spanish-English transitional bilingual classrooms. Findings from …

Navy Seals - Crossing Cultures: Cross-Cultural Competence And Decision Styles, Robert Newson

Dissertations

U.S. military cross-cultural competence is currently deficient, as Special Operations Forces (SOF) personnel assessments fail to explicitly consider aspects related to cross-cultural competence and lack processes specifically tailored to cross-cultural personnel assignments. Researchers, however, have identified eleven attributes that contribute to military cross-cultural competence; this study uses these attributes to explore whether decision styles and demographics correlate with cross-cultural competence. Building on existing work on the attributes of military cross-cultural competence (defined in this study as the ability to quickly and accurately assess, then effectively act, in a culturally complex environment to achieve mission results), I first examined the attribute …

La Maestra’S Circle Of Care: Studying The Impact Of An Integrated Service Model On The Health And Well-Being Of Vulnerable Populations, Zara Marselian

Dissertations

ABSTRACT

There is an urgent need to reform the health care delivery system in the United States, as recognized through current bipartisan efforts. Society’s vulnerable populations especially need health care reform as health care outcomes are the poorest among disadvantaged populations. Moreover, vulnerable populations are twice as likely to develop chronic diseases than the general population and they remain ill due to other contextual, societal factors affecting their ability to achieve health and well-being. This population is subjected to adverse life events that suggest a more comprehensive approach to health and well-being is called for.

The Circle of Care is …

Patient/Provider Concordance: Instrument Development, Amanda Jane Flagg

Dissertations

The purpose of this study was two-fold. The first was the establishment of a reliable and valid tool, the R-USLATCon scale that reflects degrees of concordance attitudes of both patients and health care providers established during a specific patient care episode that may or may not lead to planned adherence. Secondly, the purpose was to undertake a partial testing of a conceptual model, the patient and healthcare provider concordance model developed to specify concepts that are linked with concordance to predict adherence.

The design of this study was a descriptive correlational study used to assess the R-USLATCon scale's preliminary reliability …