Hierarchical data analyses in different discipline areas are reviewed in this article to compare statistical applications between the Hierarchical Linear Model (HLM) software and the Statistical Analysis System (SAS) MIXED procedure. Similar features of the two software programs are illustrated through reconfirmation of an HLM example using the…

The central objective of factor analysis is to explain the greatest amount of variance in a data set with the smallest number of factors. Higher-order analysis is an invaluable tool that offers the benefit of parsimony provided by first-order analysis with the opportunity to make data-based generalizations beyond the first-order. Higher-order…

Bootstrap analysis, both for nonparametric statistical inference and for describing sample results stability and replicability, has been gaining prominence among quantitative researchers in educational and psychological research. Procedurally, however, it is often quite a challenge for quantitative researchers to implement bootstrap analysis in…

Based on published statistics and on information collected by Quality Education Data (QED) during telephone calls to every United States school district in 1981-82, 1982-83, and 1983-84 (including all intermediate units and subdistricts of large school districts), this publication presents in tabular form information on the size of the…

There is evidence of the pedagogical effectiveness of online teaching and the teaching styles that work best with it. However, few studies have looked at the specific pedagogical approaches in relation to specific learning variables such as cognitive components, motivational components, and social components, and the online teaching features that…

A live demonstration of how a typical set of educational data can be examined using quantitative statistical software was conducted. The topic of tutorial support was chosen. Setting up a hypothetical research scenario, the researcher created 300 cases from random data generation adjusted to correct obvious error. Each case represented a student…

The aim of this paper is to investigate the factors involved in applying multimedia in teaching English as a foreign language. In particular, it deals with the non-courseware factors affecting the use of multimedia in improving the pronunciation and oral communications skills of students majoring in English for Specific Purposes at the Jordan…