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Direct linkSeo, Michael; Furukawa, Toshi A.; Karyotaki, Eirini; Efthimiou, Orestis – Research Synthesis Methods, 2023
Clinical prediction models are widely used in modern clinical practice. Such models are often developed using individual patient data (IPD) from a single study, but often there are IPD available from multiple studies. This allows using meta-analytical methods for developing prediction models, increasing power and precision. Different studies,…
Descriptors: Prediction, Models, Patients, Data Analysis
Jackson, Dan; Rollins, Katie; Coughlin, Patrick – Research Synthesis Methods, 2014
Motivated by our meta-analytic dataset involving survival rates after treatment for critical leg ischemia, we develop and apply a new multivariate model for the meta-analysis of study level survival data at multiple times. Our data set involves 50 studies that provide mortality rates at up to seven time points, which we model simultaneously, and…
Descriptors: Multivariate Analysis, Meta Analysis, Mortality Rate, Comparative Analysis
Lam, Elizabeth A.; McMaster, Kristen L. – Learning Disability Quarterly, 2014
The purpose of this review was to update previous reviews on factors related to students' responsiveness to early literacy intervention. The 14 studies in this synthesis used experimental designs, provided small-group or one-on-one reading interventions, and analyzed factors related to responsiveness to those interventions. Participants were…
Descriptors: Predictor Variables, Early Intervention, Emergent Literacy, Longitudinal Studies
Peer reviewedGreen, James A. – Developmental Psychology, 1992
Reviews methods for testing whether two or more correlation matrices differ from each other. Illustrates methods for evaluating the similarities of two independent correlation matrices, such as those obtained from boys and girls, and two dependent correlation matrices, such as those obtained in longitudinal research that uses multiple measures.…
Descriptors: Correlation, Developmental Psychology, Models, Multivariate Analysis
Peer reviewedBanfield, Sophie S.; McCabe, Marita P. – Adolescence, 2002
Evaluates the efficacy of a multidimensional model of body image that incorporated the dimensions of perception, affect, cognition, and behavior. Results did not support the hypothesized four-factor model, but rather a model that consisted of three factors. The results highlight the multidimensionality of the body image construct and the…
Descriptors: Body Image, Construct Validity, Foreign Countries, Models
Peer reviewedCronbach, Lee J. – Multivariate Behavioral Research, 1984
This article describes the evolution of Raymond B. Cattell's data box (covariation chart), a synoptic conception of psychological data, from its introduction in 1946. Analytical techniques and related methodologies developed from this model by Cattell and other psychological researchers are discussed. (BS)
Descriptors: Experimental Psychology, Factor Analysis, Longitudinal Studies, Models
Download full textKolling, Arnd – 2002
The success of German firms' searches for qualified personnel to fill openings in skilled occupations was examined through a statistical analysis of data from the Institut fur Arbeitsmarkt- und Berufsforschung der Bundesanstalt fur Arbeit's (IAB) establishment panel for 2000. An employer search model was used to explain the current German debate…
Descriptors: Demand Occupations, Employment Practices, Employment Qualifications, Foreign Countries
