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Stephen Porter – Asia Pacific Education Review, 2024
Instrumental variables is a popular approach for causal inference in education when randomization of treatment is not feasible. Using a first-year college program as a running example, this article reviews the five assumptions that must be met to successfully use instrumental variables to estimate a causal effect with observational data: SUTVA,…
Descriptors: Causal Models, Educational Research, College Freshmen, Observation
Edgar I. Sanchez – ACT Education Corp., 2025
This Data Byte uses data from a previous study to analyze whether indicators of having taken advanced coursework in specific subjects (i.e., English, math, science, and social studies) can reduce the negative impact of grade inflation.
Descriptors: Advanced Courses, Grade Inflation, Grade Point Average, College Freshmen
Edgar I. Sanchez – ACT Education Corp., 2024
Prior research has shown the importance of the ACT score and high school GPA (HSGPA) in predicting college success. Early college success, as indicated by students' first-year college GPA (FYGPA), plays a pivotal role in later college success and timely degree completion (Demeter et al., 2022; Gershenfeld et al., 2016). The accurate prediction of…
Descriptors: College Freshmen, Grade Point Average, Scores, Predictor Variables
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Fonteyne, Lot; De Fruyt, Filip; Dewulf, Nele; Duyck, Wouter; Erauw, Kris; Goeminne, Katy; Lammertyn, Jan; Marchant, Thierry; Moerkerke, Beatrijs; Oosterlinck, Tom; Rosseel, Yves – European Journal of Psychology of Education, 2015
In the psychology and educational science programs at Ghent University, only 36.1% of the new incoming students in 2011 and 2012 passed all exams. Despite availability of information, many students underestimate the scientific character of social science programs. Statistics courses are a major obstacle in this matter. Not all enrolling students…
Descriptors: Predictor Variables, Statistics, Social Sciences, Mathematics Skills
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Willans, Fiona; Fonolahi, Aluwesi; Buadromo, Ralph; Bryce, Tilisi; Prasad, Rajendra; Kumari, Sandhya – Journal of University Teaching and Learning Practice, 2019
This paper reports on the evaluation of an ambitious attempt to embed academic literacy support within a core content course for first-year students at the University of the South Pacific. The course is offered in both blended and online modes, catering for on-campus and off-campus students, respectively, using Moodle as the virtual learning…
Descriptors: Learner Engagement, Academic Language, Instructional Design, Management Systems
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Daniels, Lisa; Gibson, Neal; Carmack, Patrick; Smith, Trequita – Journal of College Student Retention: Research, Theory & Practice, 2013
Today, as many as 25 to 40 percent of students who attend college qualify for some form of remedial education program provided by postsecondary institutions (Kaye, Lord, Bottoms, Presson, & Cornet, 2006). Many colleges and universities view the inclusion of remediation as an integral part of their educational mission. However, the costs of…
Descriptors: Academic Achievement, Remedial Programs, Remedial Instruction, Educational Policy
Beard, Jonathan; Marini, Jessica P. – College Board, 2015
The continued accumulation of validity evidence for the intended uses of educational assessment scores is critical to ensure that inferences made using the scores are sound. To that end, the College Board has continued to collect college outcome data to evaluate the relationship between SAT® scores and college success. This report provides updated…
Descriptors: Statistical Data, Predictive Validity, Educational Assessment, Evidence
Lopez, M. I.; Luna, J. M.; Romero, C.; Ventura, S. – International Educational Data Mining Society, 2012
This paper proposes a classification via clustering approach to predict the final marks in a university course on the basis of forum data. The objective is twofold: to determine if student participation in the course forum can be a good predictor of the final marks for the course and to examine whether the proposed classification via clustering…
Descriptors: Classification, Prediction, Grades (Scholastic), College Freshmen
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Feldt, Ronald C.; Graham, Melody; Dew, Dennis – Measurement and Evaluation in Counseling and Development, 2011
This study employed confirmatory factor analysis to examine the quality of fit of two measurement models of the Student Adaptation to College Questionnaire (N = 305). Following the observation of poor fit, exploratory factor analysis was used. Results indicated six factors that account for the variance in Student Adaptation to College…
Descriptors: Construct Validity, Factor Structure, Student Adjustment, College Environment
Roszkowski, Michael J.; Soven, Margot – Performance Improvement Quarterly, 2010
A popular taxonomy for categorizing outcomes of training is the four-level model formulated by Kirkpatrick (1959). The first level in the model consists of reactions to training. Kirkpatrick recognized only affective reactions, but more recent reformulations of the model posit other types of reactions, including utility and perceptions of…
Descriptors: Outcomes of Education, College Freshmen, School Orientation, Program Evaluation
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Muller, Helene; Swanepoel, Elana; De Beer, Andreas – Perspectives in Education, 2010
The drive to improve the academic performance of students at an open and distance learning (ODL) institution has resulted in the incorporation of a blended learning component, namely satellite classes, in the learning strategy to enhance the academic performance of first year diploma students in Business Management and Management. Monitoring this…
Descriptors: Distance Education, Open Universities, Academic Achievement, Blended Learning
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Darnon, Celine; Dompnier, Benoit; Gillieron, Ophelie; Butera, Fabrizio – Journal of Educational Psychology, 2010
Regner, Escribe, and Dupeyrat (2007) recently demonstrated that not only performance-approach and performance-avoidance goals (respectively, the desire to outperform others and not to be outperformed by others) but also mastery goals (the desire to acquire knowledge) were related to social comparison orientation (SCO, the tendency to search for…
Descriptors: Achievement Need, Goal Orientation, Mastery Learning, Predictor Variables
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Daniels, Lia M.; Stupnisky, Robert H.; Pekrun, Reinhard; Haynes, Tara L.; Perry, Raymond P.; Newall, Nancy E. – Journal of Educational Psychology, 2009
Affect and emotions are frequently seen as outcomes of mastery and performance goals, but affective experiences may also predict goal adoption. In a predictive study (N = 669 first-year college students), the authors used structural equation modeling to estimate relationships from 2 initial affective experiences to mastery and performance-approach…
Descriptors: College Freshmen, Structural Equation Models, Goal Orientation, Psychological Patterns
Sawyer, Richard – ACT, Inc., 2010
Ample correlational evidence indicates that high school GPA is usually better than admission test scores in predicting first-year college GPA, although test scores have incremental predictive validity. Many people conclude that this correlational evidence translates directly to usefulness in making admission decisions. The issue of usefulness is…
Descriptors: Grade Point Average, Academic Achievement, Predictive Validity, Scores
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Reynolds, Amy L.; Weigand, Matthew J. – Journal of Student Affairs Research and Practice, 2010
This study examined the relationships among academic and psychological attitudes and academic achievement of first-year students. The College Resilience Scale, the Academic Motivation Scale, the College Self-Efficacy Inventory, and the University Environment Scale were administered to 164 first-year undergraduate students enrolled at a large RU/VH…
Descriptors: Undergraduate Students, College Freshmen, Grade Point Average, Self Efficacy
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