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Mizumoto, Atsushi – Language Learning, 2023
Researchers often make claims regarding the importance of predictor variables in multiple regression analysis by comparing standardized regression coefficients (standardized beta coefficients). This practice has been criticized as a misuse of multiple regression analysis. As a remedy, I highlight the use of dominance analysis and random forests, a…
Descriptors: Predictor Variables, Artificial Intelligence, Evaluation Methods, Multiple Regression Analysis
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Natale, Vickie C.; Jones, Stephanie J. – Community College Journal of Research and Practice, 2018
The study examined how institutional and student characteristics may influence the earning of student success points by state-supported community colleges under the Texas performance funding system that was fully implemented in the 2016-2017 biennium. Texas has historically funded community colleges based on an enrollment formula; however, the…
Descriptors: Institutional Characteristics, Student Characteristics, Community Colleges, Two Year College Students
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McKay, Derek A.; Tokar, David M. – Journal of Vocational Behavior, 2012
The current study extended the empirical research on the overlap of vocational interests and personality by (a) testing hypothesized relations between RIASEC interests and the personality dimensions of the HEXACO model, and (b) exploring the HEXACO personality model's predictive advantage over the five-factor model (FFM) in capturing RIASEC…
Descriptors: Personality, Vocational Interests, Models, Correlation
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Jiang, Xu; Huebner, E. Scott; Hills, Kimberly J. – Psychology in the Schools, 2013
Research using an attachment theory framework has provided evidence that parent attachment is one of the crucial determinants of psychological adjustment in adolescents, including global life satisfaction (LS). This study investigated the interrelationships among parent attachment, hope, and LS during early adolescence, including the mediation…
Descriptors: Life Satisfaction, Parent Child Relationship, Middle School Students, Statistical Significance
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Kiser, Michelle; Hammer, Emily E. – Journal of College Student Retention: Research, Theory & Practice, 2016
This article contributes to the literature addressing the needs of increasing student enrollment and retention across university campuses by identifying programs where progress can be made to improve the student retention rate and increase university enrollment. This article derives from a provisional program that began in the fall of 2009 at a…
Descriptors: Enrollment, School Holding Power, Higher Education, Community Colleges
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Dixon, Wallace E., Jr.; Lawman, Hannah G.; Johnson, Elizabeth B. H.; May, Sarah; Patton, Leslie A.; Lowe, Allison K.; Snyder, Courtney M. – Infancy, 2012
We explored the role that exogenous and endogenous competitors for attention play in infants' abilities to encode and retain information over a 6-month period. Sixty-six children visited the laboratory at 15 months, and 32 returned for a second visit at 21 months. Children observed models of conventional- relation and enabling-relation action…
Descriptors: Recall (Psychology), Toddlers, Infants, Attention Control
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Pugh, Philip M.; Tschannen-Moran, Megan – NASSP Bulletin, 2016
This article examines a school district's Advancement via Individual Determination (AVID) program using perceived self-efficacy in academic achievement and self-regulated learning, GPA and attendance as indicators of program effectiveness. Results suggest that AVID participation was positively and significantly correlated with attendance in the…
Descriptors: School Districts, Academic Achievement, Self Determination, Program Evaluation
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Cantwell, Brendan; Mathies, Charles F. – Higher Education Quarterly, 2012
Growing emphasis has been placed on universities to contribute to the innovation process and as a result academic research and development expenditures have increased in recent years. Nevertheless, little is known about the specific ways in which universities have expanded their research capacity. This paper examines how universities in the United…
Descriptors: Human Capital, Research and Development, Universities, Multiple Regression Analysis
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Griffin, Tiffany Monique; Chavous, Tabbye; Cogburn, Courtney; Branch, LaToya; Sellers, Robert – Journal of Black Psychology, 2012
Drawing from existing literature, the authors conceptualized a two-dimensional framework of African American students' academic contingencies of self-worth. The results from exploratory and confirmatory factor analyses with a sample of African American college freshmen (N = 330) supported this prediction. Self-Worth Dependent academic…
Descriptors: Feedback (Response), African American Students, College Freshmen, Race
Shneyderman, Aleksandr; Froman, Terry – Research Services, Miami-Dade County Public Schools, 2015
In accordance with the federal No Child Left Behind (NCLB) law of 2001, 100% of students were expected to become proficient on state assessments of reading and mathematics by the end of 2013-2014 academic year. Schools that consistently failed to meet the NCLB's Adequate Yearly Progress requirements were subject to penalties. In 2011, the U.S.…
Descriptors: Educational Legislation, Federal Legislation, Standardized Tests, Academic Achievement
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Waller, Niels G.; Jones, Jeff A. – Psychometrika, 2010
A general theory on the use of correlation weights in linear prediction has yet to be proposed. In this paper we take initial steps in developing such a theory by describing the conditions under which correlation weights perform well in population regression models. Using OLS weights as a comparison, we define cases in which the two weighting…
Descriptors: Least Squares Statistics, Correlation, Comparative Analysis, Prediction
Li, Kuiyuan; Uvah, Josaphat; Amin, Raid – Online Submission, 2012
In this paper, we assess students' performance in Elements of Statistics, one of the popular courses in general education, using data from UWF (University of West Florida) for fall 2008, fall 2009, and fall 2010 semesters. We analyze associations between students' performance in the course and several performance related factors including: college…
Descriptors: Academic Achievement, Grade Point Average, Curriculum Development, Standardized Tests
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Xi, Xiaoming; Higgins, Derrick; Zechner, Klaus; Williamson, David – Language Testing, 2012
This paper compares two alternative scoring methods--multiple regression and classification trees--for an automated speech scoring system used in a practice environment. The two methods were evaluated on two criteria: construct representation and empirical performance in predicting human scores. The empirical performance of the two scoring models…
Descriptors: Scoring, Classification, Weighted Scores, Comparative Analysis
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Simpson, Jeffry A.; Griskevicius, Vladas; Kuo, Sally I-Chun; Sung, Sooyeon; Collins, W. Andrew – Developmental Psychology, 2012
According to a recent evolutionary life history model of development proposed by Ellis, Figueredo, Brumbach, and Schlomer (2009), growing up in harsh versus unpredictable environments should have unique effects on life history strategies in adulthood. Using data from the Minnesota Longitudinal Study of Risk and Adaptation, we tested how harshness…
Descriptors: Sexuality, Children, Environmental Influences, Child Development
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Petko, Dominik – Computers & Education, 2012
The "will, skill, tool" model is a well-established theoretical framework that elucidates the conditions under which teachers are most likely to employ information and communication technologies (ICT) in the classroom. Past studies have shown that these three factors explain a very high degree of variance in the frequency of classroom…
Descriptors: Foreign Countries, Constructivism (Learning), Multiple Regression Analysis, Secondary School Teachers
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