Exploratory factor analysis involves five key decisions. The second decision, how many factors to retain, is the focus of the current paper. Extracting too many or too few factors often leads to devastating effects on study results. The advantages and disadvantages of the most effective and/or most utilized strategies to determine the number of…

Nassaji and Geva (1999) concluded that lower level processes, particularly efficiency in phonological and orthographic processing contributed significantly to individual differences in adult ESL reading. Moreover, they reported that speed of letter naming, while not directly associated with reading comprehension, was related to linguistic…