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Kui Xie; Vanessa W. Vongkulluksn; Benjamin C. Heddy; Zilu Jiang – Educational Technology Research and Development, 2024
Engagement has been recognized as one of the most important factors of learning and achievement in academic settings. Research on engagement has been gearing toward a "person-in-context" orientation, where both personal characteristics and contextual features in relation to students' engagement are considered. This orientation allows a…
Descriptors: Learner Engagement, Environment, Student Characteristics, Research Methodology
Chan, Wendy; Hedges, Larry V.; Hedberg, E. C. – Journal of Experimental Education, 2022
Many experimental designs in educational and behavioral research involve at least one level of clustering. Clustering affects the precision of estimators and its impact on statistics in cross-sectional studies is well known. Clustering also occurs in longitudinal designs where students that are initially grouped may be regrouped in the following…
Descriptors: Educational Research, Multivariate Analysis, Longitudinal Studies, Effect Size
Ann A. O'Connell; Nivedita Bhaktha; Jing Zhang – Society for Research on Educational Effectiveness, 2021
Background: Counts are familiar outcomes in education research settings, including those involving tests of interventions. Clustered data commonly occur in education research studies, given that data are often collected from students within classrooms or schools. There is a wide array of distributions and models that can be used for clustered…
Descriptors: Hierarchical Linear Modeling, Educational Research, Statistical Distributions, Multivariate Analysis
Cain, Meghan K.; Zhang, Zhiyong; Yuan, Ke-Hai – Grantee Submission, 2017
Nonnormality of univariate data has been extensively examined previously (Blanca et al., 2013; Micceri, 1989). However, less is known of the potential nonnormality of multivariate data although multivariate analysis is commonly used in psychological and educational research. Using univariate and multivariate skewness and kurtosis as measures of…
Descriptors: Multivariate Analysis, Probability, Statistical Distributions, Psychological Studies
Pampaka, Maria; Hutcheson, Graeme; Williams, Julian – International Journal of Research & Method in Education, 2016
Missing data is endemic in much educational research. However, practices such as step-wise regression common in the educational research literature have been shown to be dangerous when significant data are missing, and multiple imputation (MI) is generally recommended by statisticians. In this paper, we provide a review of these advances and their…
Descriptors: Data Analysis, Statistical Inference, Error of Measurement, Computation
Bowers, Alex J.; Lee, Jooyoung – Educational Administration Quarterly, 2013
Purpose: Across the United States, a large percentage of school districts are in need of facility improvements to provide safe and adequate buildings to facilitate student learning. To finance new construction, school districts traditionally have put proposals before local voters to fund construction through issuing long-term bonds to finance…
Descriptors: Educational Finance, Educational Facilities, Bond Issues, Longitudinal Studies
Polanin, Joshua R.; Wilson, Sandra Jo – Society for Research on Educational Effectiveness, 2014
The purpose of this project is to demonstrate the practical methods developed to utilize a dataset consisting of both multivariate and multilevel effect size data. The context for this project is a large-scale meta-analytic review of the predictors of academic achievement. This project is guided by three primary research questions: (1) How do we…
Descriptors: Meta Analysis, Correlation, Case Studies, Parent Participation
May, Henry; Rodriguez, Awilda; Sirinides, Philip M.; Perna, Laura W.; Yee, April; Ransom, Tafaya – Society for Research on Educational Effectiveness, 2014
With the goal of increasing students' academic readiness for college, high schools in the United States are increasingly offering "credit-based transition programs," including International Baccalaureate (IB), Advanced Placement (AP), and dual enrollment. Existing research points to the promise of IB, AP, and other credit-based…
Descriptors: Advanced Placement Programs, Correlation, College Preparation, Observation
Phillips, Meredith; Yamashiro, Kyo; Farrukh, Adina; Lim, Cynthia; Hayes, Katherine; Wagner, Nicole; White, Jeffrey; Chen, Hansheng – Journal of Education for Students Placed at Risk, 2015
The Los Angeles Unified School District (LAUSD) serves a large majority of socioeconomically disadvantaged students who are struggling academically and are underprepared for high school graduation and college. This article describes the partnership between LAUSD and the Los Angeles Education Research Institute, and how this collaboration endeavors…
Descriptors: College Readiness, Theory Practice Relationship, Educational Research, Best Practices
Undheim, Anne Mari; Wichstrom, Lars; Sund, Anne Mari – Scandinavian Journal of Educational Research, 2011
In the present study of Norwegian adolescents aged 12-15 years, adolescents with reading difficulties (RD) were compared with adolescents without RD on emotional and behavioral problems. Of this group, 191 (7.8%) adolescents reported having RD at T[subscript 1]. At both time points, when compared with the non-RD group, those in the RD group had…
Descriptors: Social Problems, Reading Difficulties, Adolescents, Measures (Individuals)

Berger, Martijn P. F. – Journal of Educational Statistics, 1986
The problem of choosing the most efficient design (longitudinal, mixed longitudinal, or cross-sectional) to estimate polynomial parameters for time-structured data in educational and psychological research is considered. The comparison of efficiencies shows that the assumed degree of the polynomial is crucial for selecting the most efficient…
Descriptors: Age Groups, Cohort Analysis, Comparative Analysis, Cross Sectional Studies
Marks, Gary N.; Ainley, John – 1997
This report examines the performance, and levels of mastery, on tests of reading comprehension and numeracy of Australian students in junior secondary school between 1975 and 1995. Data were drawn from two national monitoring studies and other studies of representative samples of junior secondary school students designed to monitor the progress of…
Descriptors: Academic Achievement, Educational Research, Foreign Countries, Longitudinal Studies

Wessels, Holger; Lamb, Michael E.; Hwang, Carl-Philip – European Journal of Psychology of Education, 1996
Illustrates problems facing researchers trying to demonstrate causal relationships between types of nonparental care and differences between groups of Swedish children. Argues that efforts must be made to validate and interpret differences that are found. Indicates ways to avoid misinterpretation of differences that are attributable to…
Descriptors: Causal Models, Child Development, Day Care, Educational Assessment
Gray, John – Improving Schools, 2004
It has long been assumed that schools which were "effective" with respect to one set of outcomes (usually academic performance) were generally more "effective" in relation to others. This article reviews the last three decades of British evidence across a range of affective, social and other non-cognitive outcomes including:…
Descriptors: Academic Achievement, School Effectiveness, Accountability, Educational Indicators
American Association for Agricultural Education. – 1999
The following are among the 47 papers included: "Academic Performance and Retention of College of Agriculture Students" (Garton, Dyer, King); "Perceptions of Recent Graduates and Employers about Undergraduate Programs in the College of Agriculture and Natural Resources at Michigan State University" (Heyboer, Suvedi);…
Descriptors: Academic Achievement, Accountability, Adult Education, Agricultural Education