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Many methodological approaches have been utilized to predict student retention and persistence over the years, yet few have utilized a Bayesian framework. It is believed this is due in part to the absence of an established process for guiding educational researchers reared in a frequentist perspective into the realms of

Many methodological approaches have been utilized to predict student retention and persistence over the years, yet few have utilized a Bayesian framework. It is believed this is due in part to the absence of an established process for guiding educational researchers reared in a frequentist perspective into the realms of Bayesian analysis and educational data mining. The current study aimed to address this by providing a model-building process for developing a Bayesian network (BN) that leveraged educational data mining, Bayesian analysis, and traditional iterative model-building techniques in order to predict whether community college students will stop out at the completion of each of their first six terms. The study utilized exploratory and confirmatory techniques to reduce an initial pool of more than 50 potential predictor variables to a parsimonious final BN with only four predictor variables. The average in-sample classification accuracy rate for the model was 80% (Cohen's κ = 53%). The model was shown to be generalizable across samples with an average out-of-sample classification accuracy rate of 78% (Cohen's κ = 49%). The classification rates for the BN were also found to be superior to the classification rates produced by an analog frequentist discrete-time survival analysis model.
ContributorsArcuria, Philip (Author) / Levy, Roy (Thesis advisor) / Green, Samuel B (Committee member) / Thompson, Marilyn S (Committee member) / Arizona State University (Publisher)
Created2015
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Description
With the increase of academic courses moving to online instruction (Blake, 2011), it is only natural language education also would make the leap to online platforms. Following Vygotsky's (1978) Sociocultural Theory (SCT), the purpose of this study is to test the differential effect of the presence of a language learning

With the increase of academic courses moving to online instruction (Blake, 2011), it is only natural language education also would make the leap to online platforms. Following Vygotsky's (1978) Sociocultural Theory (SCT), the purpose of this study is to test the differential effect of the presence of a language learning orientation module in online environments as well as exploring the possible variables affecting student success in module and non-module containing courses. The effectiveness of the module is measured by triangulating student success as defined and tested by Kerr et al. (2006) using their quantitative TOOLS (Test of Online Learning Success) instrument and collecting qualitative data in the form of journal entries and surveys. Data were collected from 1st year university Spanish courses from both a control group (no module use), as well as an experimental group (module use). Case study data from both control and experimental groups showed trends related to student success and may help to shed light on the pedagogical implications of language orientation modules in both online and face-to-face language learning environments while providing avenues for future research designs to explore the effectiveness of the aforementioned modules in online environments.
ContributorsFlanagan, Steven Ray (Author) / Ross, Andrew F (Thesis advisor) / Lafford, Barbara A. (Thesis advisor) / Ghanem, Carla (Committee member) / Cerrón-Palomino, Álvaro U (Committee member) / Arizona State University (Publisher)
Created2016
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Description
Driven by a variety of factors, online learning has continued to grow at an unprecedented rate. A Sloan Foundation report issued in January of 2010 indicated that in 2009, 4.6 million students took at least one online class, an increase in 17% over 2008. Graduate business education, and more specifically,

Driven by a variety of factors, online learning has continued to grow at an unprecedented rate. A Sloan Foundation report issued in January of 2010 indicated that in 2009, 4.6 million students took at least one online class, an increase in 17% over 2008. Graduate business education, and more specifically, Master of Business Administration (MBA) programs have responded to this growth and other drivers such as globalization, institutional competition and student demand by leveraging the online platform more extensively. Because of the continued growth of online programs, there is an ongoing need to better understand the motivational beliefs and self-regulatory strategies students utilize to achieve academic success. Self-regulation is a social-cognitive construct supported by several decades of research, which posits that students engage in a self-directive process to transform their mental abilities into academic skills. Online MBA students balance work, family, business travel and other life events while pursuing their degree. Their ability to balance life events while succeeding academically suggests they possess the capacity for academic self-regulation. Can admissions requirements that are already in place provide insight into how students' manage their academic self-regulation? This study examined the relationship between the MBA admissions requirements of Graduate Management Admissions Test (GMAT) total score, GMAT verbal score and years of work experience to determine if they were predictive of the student's motivational beliefs and self-regulatory learning strategies. GMAT scores and years of work experience are often thought to be predictors of student success in MBA programs. Self-selected online MBA students (n = 130) completed the Motivated Strategies for Learning Questionnaire during the final week of Organization Theory and Behavior, a core course in the MBA program. Analysis indicated that the MBA admissions requirements of GMAT total score, GMAT verbal score, and years of work experience were not reliable predictors of motivational beliefs and self-regulatory strategies. The findings indicate that while admissions criteria may be predictive of student success in the overall program, they provide little insight about how students manage their motivational beliefs and self-regulatory strategies while participating in their courses.
ContributorsSalik, Steven H (Author) / Bitter, Gary G. (Thesis advisor) / Alpers, Rojann R (Committee member) / Legacy, Jane M. (Committee member) / Arizona State University (Publisher)
Created2010
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Description
Peer coaching is an emerging approach higher education institutions are using to increase student success outcomes for first-year students. This study examined how peer coaches use their community cultural wealth with the students they coach and how coaching encouraged first-generation students to access the community cultural wealth they bring with

Peer coaching is an emerging approach higher education institutions are using to increase student success outcomes for first-year students. This study examined how peer coaches use their community cultural wealth with the students they coach and how coaching encouraged first-generation students to access the community cultural wealth they bring with them to college. The theoretical framework guiding this study was Yosso’s theory of community cultural wealth. I used a qualitative approach and interviewed five peer coaches and conducted focus groups with 15 first-generation, first-year students who had received coaching. Findings indicate peer coaches used the six dimensions of community cultural wealth with students they coach, including aspirational, familial, linguistic, navigational, resistant, and social capital. Students also reported peer coaching helped them access their community cultural wealth, especially as compared to advising and faculty interactions. Three key differentiators emerged when comparing coaching to other forms of support: relatability, sense of belonging, and self-confidence.
ContributorsSymonds, Sylvia (Author) / Garcia, David (Thesis advisor) / Rund, James (Committee member) / Ott, Molly (Committee member) / Arizona State University (Publisher)
Created2020
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Description
The National Center for Educational Statistics (2018) reported that only 59% of first time college students will retain from their first to second year. The institutional effects of retention are wide ranging and nationwide colleges and universities are seeking effective methods of improving the retention of first year students. Isaak,

The National Center for Educational Statistics (2018) reported that only 59% of first time college students will retain from their first to second year. The institutional effects of retention are wide ranging and nationwide colleges and universities are seeking effective methods of improving the retention of first year students. Isaak, Graves, & Mayers (2007) identified both emotional intelligence and resilience as important factors contributing to student retention. According to Daniel Goleman (1995), emotional intelligence is integral to success in life, and a significant relationship has been found with grades and successful acclimation to the college environment (Ciarrochi, Deane, & Anderson, 2002; Liff, 2003; and Pekrun, 2006). This study explored the impact of an emotional intelligence (EI) intervention within a First Year Experience course on students’ emotional intelligence, resilience, and academic success. Forty four students at a small, private, liberal arts institution in the southeastern United States participated in the EI intervention and were measured for EI and resilience utilizing the EQ-i 2.0 and the 5x5RS measures as pre and posttests. Based on the results of this study, the EI intervention may have positive implications on EI, resilience and academic success. Institutions and researchers should continue to explore EI as a mechanism to improve resilience and academic success among first year students.
ContributorsDavis, Alexander M (Author) / Wylie, Ruth (Thesis advisor) / Correa, Kevin (Committee member) / Duncan, Tisha (Committee member) / Arizona State University (Publisher)
Created2020
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Description
ABSTRACT

Faculty and staff can create barriers by not understanding their role in student success. This study began with an artifact analysis of 20 documents to better understand how faculty and staff at Concordia University Texas were operationalizing student success. The results of the artifact analysis showed a lack

ABSTRACT

Faculty and staff can create barriers by not understanding their role in student success. This study began with an artifact analysis of 20 documents to better understand how faculty and staff at Concordia University Texas were operationalizing student success. The results of the artifact analysis showed a lack of recorded dialogue around student success at regular business meetings, as well as pattern of deficit language approach to policy and procedure in the student handbooks Next, this study evaluated the impacts of using a Community of Practice as a change agent to help faculty and staff better understand their roles in student success and specifically to establish a definition of student success. Using a mixed method, action research approach, results showed that the Community of Practice was successful in terms of transfer or knowledge and creating a sense of purpose for participants regarding their role in student success. Results showed that participating in a Community of Practice was successful in helping faculty and staff not only understand their own role in student success, but understand their place among others in the unified goal to help students succeed. The Community of Practice participants completed the research with a better understanding of how and why collaborating with different departments enables faculty and staff to better help students. Additionally, the participants concluded that a visual reminder of student success (figurines, students stories, student pictures) ensured that student success was the first thing they thought about when completing their daily work.
ContributorsPospisil, KC (Author) / Wylie, Ruth (Thesis advisor) / Ott, Mollie (Committee member) / Burgess, Prairie (Committee member) / Arizona State University (Publisher)
Created2020
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Description
This qualitative study explores the socialization processes of doctoral students in engineering and technology Ph.D. accredited programs at Chilean universities and how these experiences may impact their success outcomes, particularly advancement, time to degree, completion, and preparedness for postgraduation success. I employed semi-structured interviews to learn from 23 current doctoral

This qualitative study explores the socialization processes of doctoral students in engineering and technology Ph.D. accredited programs at Chilean universities and how these experiences may impact their success outcomes, particularly advancement, time to degree, completion, and preparedness for postgraduation success. I employed semi-structured interviews to learn from 23 current doctoral students representing ten unique doctoral programs at eight higher education institutions (HEIs). Findings showed increasing student diversity among programs. In addition, students’ socialization showed to be affected by individual and institutional, and program-related factors, which resulted in distinctive student experiences. These processes were also shaped by the larger context of national policies related to programs such as funding, accreditation, and the job market. This study also identified trends in the relationships between students and program faculty, staff, and peers at different times of the doctoral training, which also created common and distinctive socialization dynamics. Findings illustrated how students' socialization experiences facilitated their advancement throughout the program toward completion, meeting expected degree completion times and enhancing their preparedness for postgraduation success. This dissertation includes implications for practice and future research opportunities.
ContributorsParra Gaete, Ivet (Author) / Fischman, Gustavo (Thesis advisor) / Kim, Jeongeun (Thesis advisor) / Celis, Sergio (Committee member) / Arizona State University (Publisher)
Created2023
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Description
Community colleges, like all higher education institutions in the United States, have not been immune to the increased national focus on educational accountability and institutional effectiveness over the past three decades. Federal and non-governmental initiatives aimed at tracking and reporting on institutional outcomes have focused on utilitarian academic and economic

Community colleges, like all higher education institutions in the United States, have not been immune to the increased national focus on educational accountability and institutional effectiveness over the past three decades. Federal and non-governmental initiatives aimed at tracking and reporting on institutional outcomes have focused on utilitarian academic and economic measures of student success that homogenize the goals, aspirations, and challenges of the individuals who attend these unique open-access institutions. This dissertation, which is comprised of three submission-ready scholarly peer-reviewed articles, examined community college students’ conceptualizations and valuations of “student success.” The research project was designed as a multiple methods single-site case study, and the data sources consisted of a large-scale student e-survey, follow-up semi-structured interviews with a heterogeneous group of students, semi-structured interviews with faculty and administrators, and a review of institutional documents. The interviews also incorporated two experimental visual elicitation techniques and a participatory ranking exercise. Article One introduces and operationalizes the author’s primary conceptual perspective, the capabilities approach, to develop a more comprehensive framework for understanding and evaluating community college student outcomes. This article documents the methodological process used to generate a theoretical and an empirical list of community college capabilities, which serve as the basis of future capabilities-based research on community college student success. Article Two draws on the student interview and student visual elicitation data to explore the capability category of “refuge” – a new, unexpected, and student-valued purpose of the community college as a safe escape from the complexities and demands of personal, home, and work life. In light of recent efforts to promote more structured and prescriptive college experiences to improve graduation rates, Article Three explores students’ perceptions of their pathways through the community college using the participant-generated and researcher-generated visual elicitation data. Findings indicate that students value the structure and the flexibility community colleges offer, as well as their own ability to be agents and architects of their educational experience. Taken together, these articles suggest that student success is less linear and more rhizomatic in structure than it is currently portrayed in the literature.
ContributorsTopper, Amelia Marcetti (Author) / Powers, Jeanne M. (Thesis advisor) / De Los Santos, Jr., Alfredo G. (Committee member) / Fischman, Gustavo E. (Committee member) / Schugurensky, Daniel, 1958- (Committee member) / Arizona State University (Publisher)
Created2015