Social Statistics Commons^™

Current To Best Practice: An Approach To Establishing A Clearinghouse, Alycia Sterenberg Mahon

Dissertations

Clearinghouses provide a central location for evaluating and synthesizing studies to inform practice and policy. Many stakeholders rely on these clearinghouses to make evidence-based decisions for practice and research. This investigation aims to develop and evaluate a sequence of methods that fields/disciplines can use to establish a clearinghouse. Specifically, this research provides a roadmap to form a clearinghouse for music therapy (MT) intervention-based research. This work consists of three individual research studies. Each study addresses a component of how the field of MT, through a clearinghouse, can provide a solution for disseminating evidence-based practices. Study 1 provides a framework to …

Use Of Reddit For Social Science Research: A Review Of Current Use, Exploration Of Potential Sampling Error, And Practical Demonstration Using Reddit To Study Post-Pandemic Teacher Resignation, Caryn Davidson

Dissertations

This dissertation is comprised of three separate studies related to using the social media platform Reddit for social science research. The first paper provides an overview of current social science research that uses Reddit. The second paper explores the impact of sampling choices and potential sources of error when selecting Reddit data to study. The third paper maps the topics of a sample of posts tagged with the #Resignation flair in the r/Teachers subreddit from three months across school year 2021-2022 including reasons why teachers are leaving the post-pandemic classroom.

The practice of using Reddit for social science research is …

An Inferentially Robust Look At Two Competing Explanations For The Surge In Unauthorized Migration From Central America, Nick Santos

Dissertations

The last 8 years have seen a dramatic increase in the flow of Central American apprehensions by the U.S. Border Patrol. Explanations for this surge in apprehensions have been split between two leading hypotheses. Most academic scholars, immigrant advocates, progressive media outlets, and human rights organizations identify poverty and violence (the Poverty and Violence Hypothesis) in Central America as the primary triggers responsible. In contrast, while most government officials, conservative think tanks, and the agencies that work in the immigration and border enforcement realm admit poverty and violence may underlie some decisions to migrate, they instead blame lax U.S. immigration …

Barriers To Post-Secondary Success, Douglas Swanson, Najeana Henderson, Maritza Sloan

Dissertations

This study reviews factors that prior studies have identified or failed to consider as barriers to post-secondary success. The three main areas include academic success for Latinx students after high school, organizational systems and their impact on African-American students’ postsecondary readiness, and what workers think of their high school education with regards to career preparedness.

Five factors are identified as major barriers for Latinx students to continue in a higher education system. A survey of former students from Saint Louis, Missouri, and Dallas, Texas, metroplex area identified 56 Latinx students that participated in an initial survey. This led to a …

Creating Comprehensive Wrap-Around Services For The Homeless Community: Exploring Network Activity Among Shelters And Service Organizations Within The South-Side Of Chicago, Gloria West

Dissertations

We may not all agree that the homeless community is increasing and that their essential needs to survive such as food, healthcare and housing are quality of life rights for everyone. We must adopt the compassion of the medical industry and understand the importance of how community programs and services impact their survival. The sense of urgency to address the issues of homelessness does not appear to be moving as fast as other government agendas hindering families and individual’s ability to achieve self-sufficiency. It is expected that the priorities within this population are addressed immediately, it should be understood that …

Relationship Between Self-Development, Mentorship, And Senior Military Officer Moral Judgment, Garry Thompson

Dissertations

Despite a renewed emphasis on ethics programs across the Department of Defense (DOD) since 2007, the number of senior officer ethical failures increased by 13% from 2015 to 2017 (Copp, 2017). If the trend of ethical failures and misconduct continue, the military faces a further decline in public confidence (DoDOIG, 2017). The 2017 DOD Inspector General report noted the trend of senior leader ethical failures might foster negative public perceptions regarding military leader’s overall dedication, sacrifice, ethics, and character (DoDOIG, 2017).

A review of military literature revealed the importance of mentorship and self-development in professional development; however, gaps between …

Positionality Matters: School Choice Decisions Based On Ethnographic Accounts Of African American Parents, Dr. Stacy L. Thomas

Dissertations

This research delves into experiences with reasoning and selected criteria for choosing the right school for their children. Beginning with a series of vignettes that assist with recognition of parental empowerment, this research archives acknowledgement of their own positionality when it comes to making life changing decisions. As selected parents of African American children grapple with the strategic balance and possibilities of educational outlets, family and finances, they offer ethnographic accounts of their successes and failures with school choice. Individual accounts of parental school choice decisions posing as data ascertained from interviews provided research that explored the critical frequencies and …

An Exploration Of Managers’ Perspectives On Their Role In Managing Community Early Years Services : Influences And Insights, Jessica Lee

Dissertations

This exploration into theperspectives of managers of community Early Years services stems from the absence of a requirement of a qualification for supernumerary managers in Early Years services in Ireland and the resulting ambiguity of definedfunctions of such managers and contextually specific requirements. The aim of the study is to gain a deep insight into the perspectives ofthe participants on their roles in leading and managing their services. The objectives are to understand what internal and external factors have shaped their roles, to locate the dichotomies and harmonies between what iscontextuallyrequired of managersand what the true reality of a manager’s …

The Design Of An Instrument To Assess Clinical Laboratories Efficacy Post Implementation Of The Patient Protection Affordable Care Act, Harry Mcdonald Jr.

Dissertations

The healthcare system in the United States has undergone substantial changes in support of the Patient Protection and Affordable Care Act (PPACA). On March 23, 2010, the implementation of the new healthcare law brought universal healthcare access to all Americans, while attempting to increase quality and decrease medical costs. The new law promotes more of a quality-focused, outcome-based model rather than a pay-for-fee service model; thus, moving the paradigm from infrequent to preemptive healthcare. The PPACA postulates as the only way to achieve cost savings while increasing quality and access. Never before has there been such an extensive change to …

The Untold Stories Of Former Teen Mothers Who Have Achieved A Master’S Degree Or Higher, Tanya M. Benitez

Dissertations

Purpose: The purpose of this study was to shed light on former teen mothers who have “beaten the odds” by achieving a master’s degree or higher. It sought to reveal and understand what the external and internal factors are which lead to these women pursing higher education.

Methodology: The methodology of this study is a case study which explored these factors through the personal stories of former teen mothers. The study revealed the commonalities among these women.

Findings: The findings of the study determined Data collection and analysis resulted in four findings in the lived story of the 13 selected …

From The Voices Of California Female High School Principals: Examining Barriers And Support Systems In A New Era Of Educational Reform Through The Lens Of Activity Theory, Janice M. Jones

Dissertations

Purpose: The purpose of this phenomenological study was to examine the perceived barriers and support systems female high school principals experienced, through the lens of activity theory, while attaining and serving in their current position during the newest era of educational reform in a specific geographical region.

Methodology: Semistructured interviews were conducted with current female high school principals to gather data on the barriers and support systems they experienced. The theoretical framework of activity theory was used to analyze the subjects’ interaction with their environment as they sought the outcome of becoming and serving as high school principals. …

The Use Of Receiver Operating Characteristic Curve Analysis For Academic Progress And Degree Completion, Joshua William Schutts

Dissertations

College student retention and graduation are important to students, institutions, and the community. Institutions must commit to understanding why students persist and depart in order to address student success. As a result, institutions and governmental entities have increased the emphasis they place on using data to improve student success and degree completion. An abundance of research suggests that background factors (such as high school GPA and ACT score) combined with environmental factors (such as one’s major and first semester GPA) are predictive of student success. However, the literature has yet to explore the value of ROC curve analysis as a …

Measuring A Cognitive Apprenticeship Model Of Instruction In Statistics Education, Amanda Dawn Leimer

Dissertations

Research has continued to support the need for investigating the role of pedagogical models in relation to students’ statistical anxiety, statistical self-efficacy, and academic performance within statistics education. Although models in the literature such as the Cognitive Apprenticeships Model of Instruction (CA-MOI) have emerged and have shown positive educational outcomes for teaching disciplines that involve the use of complex tasks (Kuo, Hwang, Chen, & Chen, 2012; Poitras & Poitras, 2011; Wegner, 2011), only one study has actually measured the degree to which this model was implemented, using the Maastrict Clinical Teaching Questionnaire (MCTQ) (Stalmeijer et al., 2008). Consequently the problem …

Failing To Replicate: Hypothesis Testing As A Crucial Key To Make Direct Replications More Credible And Predictable, Pedro Fernando Mateu Bullón

Dissertations

Theory cannot be fully validated unless the original results have been replicated, resulting in conclusion consistency. Replications are the strongest source to verify research findings and knowledge claims. Sciences such as medicine, chemistry, physics, genetics, and biology, are considered successful because their knowledge claims are buttressed by a large set of replications of original studies. Unfortunately in the social sciences many attempts to replicate fail and thus there is a continuing need for replication studies to confirm facts, expand knowledge to gain new understanding, and verify hypotheses. Two plausible explanations for the failure to replicate in the social sciences could …

Influence Of Resources, Resource Loss, And Coping Response On Food Management Practices And Food Security, Simone Perette Camel

Dissertations

Food insecurity has been associated with compromised health and wellness. Current literature regarding coping strategies and practices employed by the food insecure often describes food management and acquisition practices, and/or the riskiness of these practices. Material and personal resources such as income, time, self-efficacy, and social support have been identified as predictors or influencers of food security status. In this study, the Conservation of Resources theory was used to conceptualize resources and resource loss as they relate to food practices and food security. It was hypothesized that the level of resources would influence food security status and the adaptive food …

Using Multi-Objective Value Estimation To Support Predictive Analytics For Human Service Project Management, David D. Wingard

Dissertations

Human service organizations need outcome measurement approaches that support project management for efficiency and effectiveness. While, in recent years, human services have increased their capacity to manage data and measure outcomes empirically, several barriers remain. First, current outcome measurement practices are not designed to effectively support the management of human services programs for maximum efficiency and effectiveness. Second, human services organizations need a methodology to manage programs to identified outcomes. This dissertation explored meaningful solutions to both issues. In Paper 1 (Chapter II), this dissertation assessed strengths and limitations of current outcome evaluation approaches and suggested an innovative application of …

The Role Of Evaluations In Community Foundations, Brad R. Watts

Dissertations

Each year, U.S. community foundations are responsible for billions of dollars in philanthropy, yet the outcomes associated with these efforts often remain unknown. Previous research supports the importance of evaluating philanthropic activities and shows that community foundations express a strong interest in evaluation; however, the limited available evidence suggests that evaluation practice is still not widespread.

This study reports the findings from a national survey of community foundations on evaluation practice. The findings indicate that a substantial share of community foundations do not formally evaluate the outcomes of their philanthropic work. Additionally, although previous research has suggested that community foundation …

Summative Confidence, Paul Cristian Gugiu

Dissertations

Often the singular goal of an evaluation is to render a summative conclusion of merit, worth or feasibility that is based on multiple streams of multidimensional data. Exacerbating this difficulty, conducting evaluations in real-world settings often necessitates implementation of less than ideal study designs. This reality gets further complicated by the standard method for estimating the precision of results via the confidence interval (CI). Traditional CIs offer a limited approach for understanding the precision of a summative conclusion. This dissertation develops and presents a unified approach for the construction of a CI for a summative conclusion (SC).

This study derived …

An Analog Experiment Comparing Goal-Free Evaluation And Goal Achievement Evaluation Utility, Brandon W. Youker

Dissertations

Goal-free evaluation (GFE) is the process of determining the merit of an evaluand independent of the stated or implied goals and objectives, whereas goal achievement evaluation (GAE), as the most rudimentary form of goal-based evaluation, determines merit according to the evaluand’s level of accomplishment with regard to its goals. This study examines the utility of GAE and GFE from the perspective of the evaluation’s intended users. In the study, two evaluation teams, goal achievement and goal-free, independently and simultaneously evaluate the same human service program. Each team produced a final evaluation report, which was read by the evaluation’s users, who …

Development Of The Trauma Informed System Change Instrument: Evaluation Of Factorial Validity And Implications For Use, Margaret M. Richardson

Dissertations

This paper outlines the process of developing and evaluating an instrument measuring the extent to which a complex community system has changed as a result of a community initiative, and for purposes of this research, doing this within the content area of developing local trauma informed child welfare systems in specific communities in Michigan. The instrument was designed for the Southwest Michigan Children's Trauma Assessment Center's (CTAC) SAMHSA-funded initiative to bring a trauma informed perspective to professionals working with children in child welfare. Because there is not a standard set to define what constitutes trauma informed treatment of children in …

On Robustification Of Some Procedures Used In Analysis Of Covariance, Kuanwong Watcharotone

Dissertations

This study discusses robust procedures for the analysis of covariance (ANCOVA) models. These methods are based on rank-based (R) fitting procedures, which are quite analogous to the traditional ANCOVA methods based on least squares fits. Our initial empirical results show that the validity of R procedures is similar to the least squares procedures. In terms of power, there is a small loss in efficiency to least squares methods when the random errors have a normal distribution but the rank-based procedures are much more powerful for the heavy-tailed error distributions in our study.

Rank-based analogs are also developed for pick-a-point, adjusted …