Article published In: ITL - International Journal of Applied Linguistics
Vol. 174:2 (2023) ► pp.230–262
The development and preliminary validation of a new measure of self-efficacy
Questionnaire of self-efficacy in learning a foreign language
Published online: 22 November 2022
https://doi.org/10.1075/itl.21031.kut
https://doi.org/10.1075/itl.21031.kut
Abstract
Learners’ self-efficacy plays a crucial role in achieving success in second language (L2) acquisition. As a
determinant of success and failure, self-efficacy should be measured appropriately and effectively using empirically and
theoretically based instruments. Many of the current measures, however, are either not necessarily designed to assess
self-efficacy in L2 learning, or they are lengthy, making them impractical to use alongside other instruments. The purpose of this
study was therefore to develop and validate a new 11-item Questionnaire of Self-Efficacy in Learning a Foreign Language (QSLL). In
Study 1, the initial items were piloted with 323 English as a foreign language (EFL) learners from three universities in Turkey.
In Study 2, a revised version of the questionnaire was administered to 701 EFL learners from an additional three Turkish
universities. The analyses supported a bifactor model over the other four models tested. The bifactor model had one general L2
self-efficacy factor that underlined each of the items. Separately, there were two specific factors, namely L2 reception (i.e.,
reading and listening) self-efficacy and L2 production (i.e., speaking and writing) self-efficacy. Empirical evidence supporting
measurement invariance and predictive validity were also provided. Overall, the results show strong evidence for the reliability
and validity of the QSLL. Implications for research and practice are discussed.
Article outline
- The Development and Preliminary Validation of a New Measure of Self-Efficacy: Questionnaire of Self-Efficacy in Learning a Foreign Language
- Self-efficacy and L2 learning
- Measuring L2 self-efficacy
- The present study
- Study 1
- Method
- Setting and participants
- Scale construction
- Back translation
- Assessment of face validity
- Data analysis procedure
- Results
- Descriptive statistics
- Method
- Study 2
- Method
- Setting and participants
- Measures
- Data analysis procedure
- Results
- Measurement invariance
- Reliability and predictive validity of the QSLL
- Method
- Study 1
- General discussion
- Limitations and directions for future research
- Implications and conclusions
References
References (67)
American Council on the Teaching of Foreign Languages, (ACTFL). (1986). ACTFL proficiency guidelines. Yonkers, NY.
Anam, S., & Stracke, E. (2020). The role of self-efficacy beliefs in learning English as a foreign language among young Indonesians. TESOL Journal, 11(1), 1–21.
Anyadubalu, C. (2010). Self-efficacy, anxiety, and performance in the english language among middle-school students in english language program in Satri Si Suriyothai, Bangkok. International Journal of Social Science, 5(3), 193–198.
Asakereh, A., & Dehghannezhad, M. (2015). Student satisfaction with EFL speaking classes: Relating speaking self-efficacy and skills achievement. Issues in Educational Research, 25(4), 345–363.
Bai, B., Chao, G. C. N., & Wang, C. (2019). The relationship between social support, self-efficacy, and English language learning achievement in Hong Kong. TESOL Quarterly, 53(1), 208–221.
Bai, B., & Wang, J. (2020). The role of growth mindset, self-efficacy and intrinsic value in self-regulated learning and English language learning achievements. Language teaching research.
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice Hall, Englewood Cliffs, NJ
(2006). Guide for constructing self-efficacy scales. Self-Efficacy Beliefs of Adolescents, 5(307–337)
Bonyadi, A., Nikou, F. R., & Shahbaz, S. (2012). The relationship between EFL learners’ self-efficacy beliefs and their language learning strategy use. English Language Teaching, 5(8), 113.
Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185–216.
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504.
Costello, A. B., & Osborne, J. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical assessment, research, and evaluation, 10(1), 7.
Council of Europe. (2001). Common European framework of reference for languages: Learning, teaching, assessment Cambridge University Press.
. (2020). Common European framework of reference for languages: Learning, teaching, assessment – Companion volume, Council of Europe Publishing, Strasbourg, available at [URL]
DeVellis, R. F. (2003). Scale development: Theory and applications (2nd ed.). Thousand Oaks, CA: Sage.
Dörnyei, Z. (2000). Motivation in action: Towards a process-oriented conceptualisation of student motivation. British Journal of Educational Psychology, 70(4), 519–538.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272.
Ghonsooly, B., and M. Elahi. (2010). Learners self-efficacy in reading and its relation to foreign language reading anxiety and reading achievement. Journal of English Language Teaching and Learning, 53(127): 45–67.
Graham, J. W., Van Horn, M. L., & Taylor, B. J. (2012). Dealing with the problem of having too many variables in the imputation model. In J. W. Graham (Ed.), Missing data (pp. 213–228). New York, NY: Springer.
Han, J., & Hiver, P. (2018). Genre-based L2 writing instruction and writing-specific psychological factors: The dynamics of change. Journal of Second Language Writing, 401, 44–59.
Harris, J. (2022). Measuring listening and speaking self-efficacy in EFL contexts: The development of the Communicative SE Questionnaire. Language Teaching Research, Advanced online publication.
Hetthong, R., & Teo, A. (2013). Does writing self-efficacy correlate with and predict writing performance? International Journal of Applied Linguistics and English Literature, 2(1), 157–167.
Horwitz, E. K. (1987). Surveying student beliefs about language learning. In A. L. Wenden, & J. Rubin (Eds.), Learner strategies in language learning (pp. 119–129) Prentice-Hall, Englewood Cliffs, NJ.
Hsieh, P. P., & Kang, H. (2010). Attribution and self-efficacy and their interrelationship in the korean EFL context. Language Learning, 60(3), 606–627.
Huang, C. (2013). Gender differences in academic self-efficacy: A meta-analysis. European Journal of Psychology of Education, 28(1), 1–35.
Kim, D. H., Wang, C., Ahn, H. S., & Bong, M. (2015). English language learners’ self-efficacy profiles and relationship with self-regulated learning strategies. Learning and individual differences, 381, 136–142.
Kim, D. H., C. Wang, and T. N. N. Truong (2021). Psychometric Properties of a Self-Efficacy Scale for English Language Learners in Vietnam. Language Teaching Research, Online First Publication. .
Kutuk, G., Putwain, D. W., Kaye, L. K., & Garrett, B. (2022). Relations between gender stereotyping and foreign language attainment: The mediating role of language learners’ anxiety and self-efficacy. British Journal of Educational Psychology, 92(1).
Leeming, P. (2017). A longitudinal investigation into english speaking self-efficacy in a japanese language classroom. Asian-Pacific Journal of Second and Foreign Language Education, 2(1), 12.
Li, Y., & Wang, C. (2010). An empirical study of reading self-efficacy and the use of reading strategies in the Chinese EFL context. Asian EFL Journal, 12(2), 144–162.
Magogwe, J. M., & Oliver, R. (2007). The relationship between language learning strategies, proficiency, age and self-efficacy beliefs: A study of language learners in Botswana. System, 35(3), 338–352.
Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11(3), 320–341.
Marsh, H. W., Pekrun, R., Parker, P. D., Murayama, K., Guo, J., Dicke, T., & Arens, A. K. (2019). The murky distinction between self-concept and self-efficacy: Beware of lurking jingle-jangle fallacies. Journal of Educational Psychology, 111(2), 331–353.
McDermott, M. A. N., & Palchanes, K. (1994). A literature review of the critical elements in translation theory. Journal of Nursing Scholarship, 26(2), 113–118.
Mills, N. (2014). Self-efficacy in second language acquisition. In S. Mercer, & M. Williams (Eds.), Multiple perspectives on the self in SLA (pp. 6–22). Multilingual Matters Bristol, England.
Mills, N., Pajares, F., & Herron, C. (2006). A reevaluation of the role of anxiety: Self-efficacy, anxiety, and their relation to reading and listening proficiency. Foreign Language Annals, 39(2), 276–295.
Mills, N., & Peron, M. (2009). Global simulation and writing self-beliefs of intermediate French students. International Journal of Applied Linguistics: Special Issue on Learning and Teaching L2 Writing, 1561, 239–273.
Muthén, L. K., & Muthén, B. O. (2019). Mplus version 8 user’s guide. Los Angeles, CA: Muthén & Muthén.
Oxford, R. L. (1990). Strategy inventory for language learning. In R. L. Oxford (Ed.), Language learning strategies: What every teacher should know (pp. 283–300) Heinle & Heinle, Boston.
Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66(4), 543–578.
Pajares, F., & Schunk, D. H. (2002). Self and self-belief in psychology and education: A historical perspective. In J. Aronson (Ed.), Improving academic achievement, pp. 3–21. Academic Press.
Pajares, F., & Schunk, D. (2005). Self-efficacy and self-concept beliefs. In March, H., Craven, R., & McInerney, D. (eds.). New frontiers for self-research. Greenwich, CT: IAP.
Pintrich, P. R., Smith, D. A., García, T., & McKeachie, W. J. (1991). A manual for the use of the motivational strategies for learning questionnaire (MSLQ). Ann Arbor, MI: University of Michigan, National Center for Research to Improve Postsecondary Teaching and Learning.
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.
Rahimi, M., & Fathi, J. (2021). Exploring the impact of wiki-mediated collaborative writing on EFL students’ writing performance, writing self-regulation, and writing self-efficacy: a mixed methods study. Computer Assisted Language Learning, 1–48.
Reise, S. P., Moore, T. M., & Haviland, M. G. (2010). Bifactor models and rotations: Exploring the extent to which multidimensional data yield univocal scale scores. Journal of Personality Assessment, 92(6), 544–559.
Rust, J., & Golombock, S. (1989). Modern psychometrics: the science of psychological assessment. Routledge, London
Russell, V., & Murphy-Judy, K. (2020). Teaching language online: A guide to designing, developing, and delivering online, blended, and flipped language courses. Routledge.
Schunk, D. H., & Pajares, F. (2009). Self-efficacy theory. In K. R. Wentzel, & A. Wigfield (Eds.), Handbook of motivation at school (pp. 35–53). New York, NY: Routledge.
Schmenk, B. (2004). Languagelearning: A feminine domain? The role of stereotyping in constructing gendered learner identities. TESOL Quarterly, 381, 514–524.
Sun, T., Wang, C., Lambert, R. G., & Liu, L. (2021). Relationship between second language English writing self-efficacy and achievement: A meta-regression analysis. Journal of Second Language Writing, 531,
Teng, L. S., Sun, P. P., & Xu, L. (2018). Conceptualizing writing self-efficacy in English as a foreign language context: scale validation through structural equation modeling. TESOL Quarterly, 521, 911–942.
Truong, T. N. N., & Wang, C. (2019). Understanding Vietnamese college students’ self-efficacy beliefs in learning English as a foreign language. System, 841, 123–132.
Wang, C., Kim, D., Bai, R., & Hu, J. (2014). Psychometric properties of a self-efficacy scale for english language learners in China. System, 441, 24–33.
Wang, C., Kim, D., Bong, M., & Ahn, H. S. (2013). Examining measurement properties of an English self-efficacy scale for English language learners in Korea. International Journal of Educational Research, 591, 24–34.
West, R., Guven, A., & Ergenekon, T. (2015). The state of English in higher education in Turkey. A baseline study. Ankara: Yorum Press.
Widaman, K. F., Little, T. D., Preacher, K. J., & Sawalani, G. M. (2011). On creating and using short forms of scales in secondary research.
Winke, P. (2014). Testing hypotheses about language learning using structural equation modeling. Annual Review of Applied Linguistics, 341, 102–122.
Woodrow, L. (2011). College english writing affect: Self-efficacy and anxiety. System, 39(4), 510–522.
Cited by (7)
Cited by seven other publications
Guan, Yuan, Lili Du, Chao Yang & Hui-Ling Hu
Kutuk, Gulsah
Wang, Linyan & Long Wang
Wu, Peihong & Zhimin Wang
An, Ran, Huan Zhang, Ahsan Akbar & Syed Arslan Haider
Huang, Fangwei, Yongliang Wang & Haijing Zhang
This list is based on CrossRef data as of 30 march 2026. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers. Any errors therein should be reported to them.
