Given the importance of corpus linguistics in language learning, there have been calls for the integration of corpus training into teacher education programmes. However, the question of what knowledge and skills the training should target remains unclear. Hence, we advance our understanding of measures and outcomes of teacher corpus training by proposing and testing a five-component theoretical framework for measuring teachers’ perceived corpus literacy (CL) and its subskills: understanding, search, analysis, and the advantages and limitations of corpora. Also, we hypothesised that teacher CL is linked to their intention to use corpora in classroom teaching. Specifically, 183 teachers and student teachers received corpus training to develop their CL and then completed a survey to measure their CL and intention to use corpora in teaching in Likert-scale items together with open-ended questions. Confirmatory factor analysis indicated that a hierarchical factor structure for CL using the aforementioned five subfactors best fitted the data. Moreover, structural equation modelling indicated that CL is positively linked to the participants’ intention to integrate corpora into classroom teaching. While all five subskills are important for teachers, greater effort should be made to develop their corpus search and analysis skills, which can be viewed as the “bread and butter” of corpus training.

With the increasing recognition of the pedagogical applications of corpus linguistics, there has been a growing interest in developing teachers’ corpus literacy to popularize the use of corpora in language education. This longitudinal study investigated Arab Gulf EFL student teachers’ immediate and long-term responses to corpus literacy instruction. After teaching a corpus literacy component to two classes of student teachers in a graduate computer-assisted language learning course they attended, the author collected focus group data about their views on this instruction and their own expected future uses of corpora in language learning, teaching and research. Two years later, a group of these student teachers (n = 19) responded to a follow-up questionnaire exploring their beliefs about corpus literacy integration and their multiple uses of corpora. The student teachers reported very positive immediate and long-term perceptions of corpus literacy instruction, but it was found that such instruction has not brought about all the desired changes in their long-term uses of online corpora as a linguistic and pedagogical resource, or their attitudes towards doing corpus-based TESOL research. However, it is expected that the popularization benefits gained from corpus literacy integration could lead to better future developments in using corpora for language education and research purposes in the target context.