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…

This manuscript reports on a corpus-based comparison of native and nonnative graduate students' language production in an asynchronous learning environment. Using 486 discussion board postings from a five-year period (2009-2013), we analyzed the extent to which native and nonnative university students' writing differed in 10 measures of syntactic…

Our sense of space is part of our experiential universals. However, the incorporation of space into words differs across languages. This paper argues that "space" is lexicalized in English but not in Indonesian. English encodes the sense of location and direction into "adverbial particles," producing language-specific…

This article reports the results of a study of potential sources of item nonequivalence between English and Chinese language versions of a cognitive development test for preschool-aged children. Items were flagged for potential nonequivalence through statistical and judgment-based procedures, and the relationship between flag status and item…

Most studies in the second language (L2) literature that deal with interface issues do so in holistic terms. On the one hand, researchers have suggested that interface relations between the syntax and other domains are particularly difficult for adult L2 learners. On the other, it has been argued that such relations can be established in a…

English learners of French whose first language (L1) does not mark the perfective/imperfective distinction have shown verb semantic influence and an overall preference for perfective over imperfective in their use of second language (L2) tense-aspect markers. This study investigated whether learners whose L1 marks the perfective/imperfective…

Linguistically, political discourses have generally been discussed within qualitative approaches (e.g., Blackledge, 2005; Chilton, 2004; Chomsky, 2004; van Dijk, 2005; Wodak, 2002). This paper presents tools to design a quantitative research relating political speech with sociolinguistic variables. Notions such as Accommodation Theory (Giles &…

This study compares quantitative and qualitative results for task-based second language (L2) grammar instruction conducted as whole-class, teacher-led discourse (TLD) versus small-group, learner-led discourse (LLD). Participants included 78 English-speaking adults from six university classes of beginning L2 Spanish, with two assigned to each…

This article reports on a series of 5 analyses of spontaneous production of verbal inflection (tense and person-number agreement) by 2-year-olds acquiring French as a native language. A formal analysis of the qualitative and quantitative results is developed using the unique resources of Optimality Theory (OT; Prince & Smolensky, 2004). It is…

We assessed whether and how the discourse written for prototype integrated tasks (involving writing in response to print or audio source texts) field tested for Next Generation TOEFL[R] differs from the discourse written for independent essays (i.e., the TOEFL Essay[R]). We selected 216 compositions written for six tasks by 36 examinees in a field…