This dataset is designed for learning how to interpret Second Order Factors. The dataset is a subset of data derived from the Northern Ireland Life and Times Survey (2012). The example tests whether the measure for "attitudes to homosexuality" consists of data adequate for Factor Analysis and will be used to examine the Factor Loadings of a Second Order Factor Analysis in IBM® SPSS® AMOS®. The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for SPSS AMOS