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Using Logistic Regression Model to Identify Student Characteristics to Tailor Graduation Initiatives
Chatterjee, Ayona; Marachi, Christine; Natekar, Shruti; Rai, Chinki; Yeung, Fanny – College Student Journal, 2018
Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…
Descriptors: Regression (Statistics), Student Characteristics, Graduation, Probability
Snihur, Yuliya – Learning Organization, 2018
Purpose: This paper aims to examine Borders response to business model innovation (BMI) by Amazon in the bookselling industry. The case illuminates potential causes for protracted periods of organizational unlearning, explaining why organizational unlearning, although beneficial in many documented cases, can also be insufficient to prevent…
Descriptors: Organizational Change, Organizational Culture, Innovation, Business Skills
Pérez, M.; Ayerdi, V.; Arroyo, Z. – Universal Journal of Educational Research, 2018
Eight mechanical engineering students built three didactic models that show how different mechanical elements and mechanisms work in a pick-up truck. This study reviews their experience while manufacturing them, challenges faced and their learning experience. The project was directed by students entirely which posed planning, organizing,…
Descriptors: Learner Engagement, Academic Achievement, Models, Engineering
Graaf, Genevieve; Ratliff, G. Allen – Journal of Social Work Education, 2018
Social workers have an ethical obligation to the consumers and communities they serve to draw on practice-relevant research evidence in planning and executing interventions. A model for using evidence in social work practice is proposed, which rests on a foundation of competence in the common factors of helping relationships. The model integrates…
Descriptors: Caseworkers, Social Work, Evidence Based Practice, Models
Wessel, Lena; Erath, Kirstin – ZDM: The International Journal on Mathematics Education, 2018
Practical instructional approaches are often criticized for focusing too exclusively on vocabulary work whereas research has revealed rich insights into the role of language on the discursive level. On the other hand, the mathematics education research community focusing on language has not yet filled the gap between research and classroom…
Descriptors: Mathematics Instruction, Scaffolding (Teaching Technique), Models, Teaching Methods
Featherson, Erica Lynn – ProQuest LLC, 2018
Problem: Stereotype threat is something that has plagued the African-American community for decades. However, there is no direct research on the protective factors that could mitigate or exacerbate the effects of stereotype threat on African-Americans. The present study is intended to focus on the relationship between family satisfaction, racial…
Descriptors: African Americans, Ethnic Stereotypes, Racial Identification, Racial Discrimination
Chelf, Colette Anderson – ProQuest LLC, 2018
Leadership represents an abstraction of human thought. While functionalist theories propose leader-centric models, contemporary leadership theories embrace a postmodern paradigm acknowledging ontological and epistemological assumptions of qualitative study. This ideology suggests a multi-dimensional model of leadership that reflects the complexity…
Descriptors: Higher Education, Leadership Qualities, Sex Stereotypes, Literary Devices
Piche, Cherish Michelle – ProQuest LLC, 2018
The purpose of the study was to measure the relationship between a beginning teacher's scores on the Environment portion of the Tennessee Educator Acceleration Model (TEAM) rubric, the number of discipline referrals generated by the teacher, and their students' growth indicated by the Tennessee Value-Added Assessment System (TVAAS). This…
Descriptors: Beginning Teachers, Middle School Teachers, Classroom Environment, Middle School Students
Campana, Kathleen – ProQuest LLC, 2018
During the first five years of life children are undergoing significant amounts of learning and development that provides the foundation for later school and lifelong learning (Gopnik, Meltzoff, & Kuhl, 2001). Exposing young children to information-rich environments during this crucial time can help to support their learning (Dresang, 2013).…
Descriptors: Teaching Methods, Story Telling, Early Intervention, Early Childhood Education
Pei, Shaohua – ProQuest LLC, 2018
This study examined the microaggression experience of Chinese international college students during their stay in the U.S. The goals of the present study were: First, to explore the types of microaggressions that Chinese international students frequently experience both on and off campus; second, to analyze the stress scales of microaggressions…
Descriptors: Models, Foreign Students, College Students, Student Attitudes
Saleh, Asmalina; Shanahan, Katherine; Chen, Yuxin; Georgen, Chris; Hmelo-Silver, Cindy E.; Glazewski, Krista D.; Lester, James – AERA Online Paper Repository, 2018
To support our understanding of how we might support the use of modeling in PBL activities for classroom use, this study explores how to scaffold collaborative scientific modeling activities. It draws on prior work with scientific modeling centered on the use of the Component-Mechanism-Phenomenon (CMP) conceptual framework (Hmelo-Silver et al.,…
Descriptors: Scaffolding (Teaching Technique), Middle School Students, Models, Science Education
Clark, D. Angus; Bowles, Ryan P. – Grantee Submission, 2018
In exploratory item factor analysis (IFA), researchers may use model fit statistics and commonly invoked fit thresholds to help determine the dimensionality of an assessment. However, these indices and thresholds may mislead as they were developed in a confirmatory framework for models with continuous, not categorical, indicators. The present…
Descriptors: Factor Analysis, Goodness of Fit, Factor Structure, Monte Carlo Methods
Murphy, Joseph F.; Louis, Karen Seashore – Teachers College Press, 2018
This landmark book translates positive and asset-based understandings of organizations to develop a powerful model of school leadership that is grounded in both existing research and the complexities of life in schools. The authors--both senior scholars in educational leadership--apply insights from positive psychology to the role and function of…
Descriptors: Instructional Leadership, Capacity Building, Leadership Role, Models
LaDue, John O. – ProQuest LLC, 2018
This study used multiple regression modeling to explore the relationship between SciHub use in the United States and the characteristics of the areas surrounding the download requests. The purpose of this study was to examine Sci-Hub usage in the United States to explore the validity of academic journal publisher claims of convenience over…
Descriptors: Predictor Variables, Graduate Students, Graduate School Faculty, Correlation
McIntosh, Kent; Mercer, Sterett H.; Nese, Rhonda N.T.; Strickland-Cohen, M. Kathleen; Kittelman, Angus; Hoselton, Robert; Horner, Robert H. – Grantee Submission, 2018
In this 3-year prospective study, we tested the extent to which school-, practice-, and district-level variables predicted sustained implementation for schools in various stages of implementation of school-wide positive behavioral interventions and supports (SWPBIS) Tier 1 (universal) systems. Staff from 860 schools in 14 U.S. states completed a…
Descriptors: Predictor Variables, Program Implementation, Positive Behavior Supports, Fidelity

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