“…Second, Johnson et al used a relatively small sample (N ¼ 187), and we were curious to learn whether or not a somewhat larger sample would yield different results. The most important of our reasons, however, was that factor analysis often yields both different components and item compositions even in samples of the same population, as we have shown in the relational-maintenance research literature (Ragsdale & Brandau-Brown, 2004, 2005.…”