Abstract
Individual differences, as a source of test bias, intertwine with systematic variance in test scores. In this study, we explored second language (L2) learners’ performance on a triangulated test battery (with varied subtests and item types) in relation to a number of individual differences. Later through a retrospective task, we obtained learners’ attitudes and preferences toward the most appropriate test method. The study followed a 4 (psycholinguistic mechanisms as predictors) × 3 (test methods as criterion variable 1) × 2 (item types as criterion variable 2) factorial design. The data were collected from a cohort of college-level students using the group embedded figures test, willingness to communicate (WTC) scale, Michigan proficiency test, and a reading comprehension test battery. We found that (a) field independency and a high WTC significantly determine performance on multiple-choice and short-answer tests, (b) proficiency and word size are significant predictors of essay-type test performance, (c) WTC and field independency are significant predictors of inferential knowledge, and (d) success in display items was not significantly correlated with any of the given variables. The retrospective task revealed that a meaningfully higher percentage of the participants favor multiple-choice questions over essay-type and short-answer tests. A plausible conclusion was offered by arguing that while success in controlled and receptive tests is more associated with such personality attributes as self-confidence, analytic style, risk taking, learning styles, and motivation, productive and open-ended tasks primarily call for linguistic skills and a good command of L2 proficiency.
Similar content being viewed by others
References
Baba, K. (2009). Aspects of lexical proficiency in writing summaries in a foreign language. Journal of Second Language Writing, 18(3), 191–208.
Bachman, L., & Palmer, A. (1996). Language testing in practice: Designing and developing useful language tests. Oxford: Oxford University Press.
Baeten, M., Dochy, F., & Struyven, K. (2008). Students’ approaches to learning and assessment preferences in a portfolio-based learning environment. Instructional Science, 36, 359–374.
Barneti-Foster, D., & Nagy, P. (1996). Undergraduate student response strategies to test questions of varying format. Higher Education, 32(2), 177–198.
Birenbaum, M. (1997). Assessment preferences and their relationship to learning strategies and orientations. Higher Education, 33(1), 71–84.
Birenbaum, M. (2007). Assessment and instruction preferences and their relationship with test anxiety and learning strategies. Higher Education, 53, 749–768.
Birenbaum, M., & Feldman, R. (1998). Relationships between learning patterns and attitudes towards two assessments formats. Educational Research, 40(1), 90–97.
Blanton, E. (2004). The influence of students’ cognitive style on a standardized reading test administered in three different formats (unpublished doctoral dissertation). University of Central Florida.
Bloom, B. (1953). The thought processes in lectures and discussions. Journal of General Education, 7, 160–169.
Brown, H. (2000). Principles of language learning and teaching. New York: Addison Wesley, Longman.
Brown, H. (2004). Language assessment: Principles and classroom practices. White Plains, NY: Pearson Education.
Brown, H. (2007). Principles of language learning and teaching (5th ed.). White Plains, NY: Pearson Education.
Cao, Y. (2006). Effects of field dependence-independence cognitive styles and cueing strategies on student’s recall and comprehension (unpublished doctoral dissertation). The faculty of Virginia Polytechnic Institute and State University.
Cao, Y., & Philp, J. (2006). Interactional context and willingness to communicate: A comparison of behavior in whole class, group and dyadic interaction. System, 34, 480–493.
Chamorro-Premuzic, T., Furnham, A., Dissou, G., & Heaven, P. (2005). Personality and preference for academic assessment. Learning and Individual Differences, 15, 247–256.
Chapelle, C., & Green, P. (1992). Field independence/dependence in second-language acquisition research. Language Learning, 42(1), 47–83.
Crookall, D., & Oxford, R. (1991). Dealing with anxiety: Some practical activities for language learners and teacher trainees. In E. Horwitz & D. Young (Eds.), Language anxiety: From theory and research to classroom implications (pp. 141–148). Englewood Cliffs, NJ: Prentice Hall.
Daniels, H. (1996). Interaction of cognitive style and learner control of presentation mode in the hypermedia environment (unpublished doctoral dissertation). The faculty of Virginia Polytechnic Institute and State University.
Danili, E., & Reid, N. (2006). Cognitive factors that can potentially affect pupils’ test performance. Chemistry Education Research and Practice, 7, 64–83.
Davey, B., & Menek, D. (1989). The importance of cognitive style in children’s acquisition of reading skill. Early Child Development and Care, 51, 49–64.
Dörnyei, Z., & Kormos, J. (2000). The role of individual and social variables in oral task performance. Language Teaching Research, 4(3), 275–300.
Entwistle, N., & Entwistle, A. (1991). Contrasting forms of understanding for degree examinations: The student experience and its implications. Higher Education, 22, 205–227.
Fahim, M., & Tabatabaian, M. (2012). Concept maps, cloze tests, and multiple-choice tests: A think-aloud approach to the comparison of the strategies utilized in different test formats. Journal of American Science, 8(8), 131–138.
Farthing, D., Jones, D., & McPhee, D. (1998). Permutational multiple-choice questions: An objective and efficient alternative to essay-type examination questions. Paper presented at the ITICSE, Dublin.
Fehrenbach, C. (1994). Cognitive style of gifted and average readers. Roeper Review, 16(4), 290–292.
Fulcher, G. (2010). Practical language testing. London: Hodder Education.
Fulmer, B. (2010). An investigation of willingness to communicate, communication apprehension, and self-esteem in the workplace (unpublished master’s thesis). University of Tennessee.
Furnham, A., Batey, M., & Martin, N. (2011). How would you like to be evaluated? The correlates of students’ preferences for assessment methods. Personality and Individual Differences, 50, 259–263.
García-Ros, R., & Pérez-González, F. (2011). Assessment preferences of pre-service teachers: Analysis according to academic level and relationship with learning styles and motivational orientation. Teaching in Higher Education, 16, 719–731.
George, D., & Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference (4th ed.). Boston: Allyn & Bacon.
Ghapanchi, Z., & Dashti, Z. (2011). The relationship between cognitive style of impulsivity and display, referential, and inferential reading comprehension questions among Iranian EFL University students. Canadian Social Science, 7(6), 227–233.
Haastrup, K. (1991). Lexical inferencing procedures or talking about words. Tübingen: Gunter Narr.
Hall, J. (2000). Field dependence-independence and computer-based instruction in geography (unpublished doctoral dissertation). University of Blacksburg, Virginia.
Hansen, J., & Stansfield, C. (1981). The relationship of field dependent-independent cognitive styles to foreign language achievement. Language Learning, 31(2), 349–367.
Hassani, L., & Maasum, M. (2012). A study of students’ reading performance in two test formats of summary writing and open-ended questions. Procedia-Social and Behavioral Sciences, 69, 915–923.
Hassmén, P., & Hunt, D. (1994). Human self-assessment in multiple-choice testing. Journal of Educational Measurement, 31, 149–160.
Hinkel, E. (2011). The handbook of research in second language teaching and learning. London: Routledge.
Horwitz, E. (2001). Language anxiety and achievement. Annual Review of Applied Linguistics, 21, 112–126.
Hu, H., & Nassaji, H. (2014). Lexical inferencing strategies: The case of successful versus less successful inferencers. System, 45, 27–38.
Hughes, A. (2003). Testing for language teachers (2nd ed.). Cambridge: Cambridge University Press.
Iannone, P., & Simpson, A. (2015). Students’ preferences in undergraduate mathematics assessment. Studies in Higher Education, 40, 1046–1067.
Jamieson, J. (1992). The cognitive styles of reflection/impulsivity and field independence and ESL success. Modern Language Journal, 76, 491–501.
Jaswal, V., & Markman, E. (2001). Learning proper and common names in inferential vs. ostensive contexts. Child Development, 72(3), 768–776.
Kaivanpanah, S., & Alavi, S. (2008). The role of linguistic knowledge in word-meaning inferencing. System, 36, 172–195.
Kang, S. (2005). Dynamic emergence of situational willingness to communicate in a second language. System, 33, 277–291.
Kastner, M., & Stangla, B. (2011). Multiple-choice and constructed response tests: Do test format and scoring matter? Procedia-Social and Behavioral Sciences, 12, 263–273.
Keck, C. (2006). The use of paraphrase in summary writing: A comparison of L1 and L2 writers. Journal of Second Language Writing, 15, 261–278.
Keshavarz, M., & Salimi, H. (2007). Collocational competence and cloze test performance: A study of Iranian EFL learners. International Journal of Applied Linguistics, 17(1), 81–92.
Khodadady, E., Fatemi, A., & Etminan, S. (2012). Cognitive styles and performance on schema-based cloze multiple-choice item tests: A fairness issue. Journal of Language Teaching and Research, 3(4), 806–813.
Khodadady, E., & Zeynaly, S. (2012). Field-dependence/independence cognitive style and performance on the IELTS listening comprehension. International Journal of Linguistics, 4(3), 622–635.
Landis, J., & Koch, G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33, 159–174.
Larsen-Freeman, D. (2001). Individual cognitive/affective learner contributions and differential success in second language acquisition. In M. Breen (Ed.), Learner contributions to language learning (pp. 12–24). Harlow: Pearson Education Limited.
Laufer, B., & Nation, P. (1995). Vocabulary size and use: Lexical richness in L2 written production. Applied Linguistics, 16, 307–322.
Leyu, Q. (2001). A consideration of learners’ individual differences in classroom language teaching. Memoires of Fukui University of Technology, 31(2), 79–86.
Liu, J. (1998). The effect of test methods on testing reading. Foreign Language Teaching and Research, 2, 48–52.
Liu, F. (2009). The effect of three test methods on reading comprehension: An experiment. Asian Social Science, 5(6), 147–153.
Ma, Q. (2013). Matching vocabulary learning process with learning outcome in L2 academic writing: An exploratory case study. Linguistics and Education, 24, 237–246.
MacIntyre, P. (2001). Conceptualizing willingness to communicate in a L2: A situational model of L2 confidence and affiliation. The Modern Language Journal, 82, 545–562.
MacIntyre, P., Babin, P., & Clément, R. (1999). Willingness to communicate: Antecedents and consequences. Communication Quarterly, 47(2), 215–233.
MacIntyre, P., Baker, S., Clement, R., & Conrad, S. (2001). Willingness to communicate, social support, and language-learning orientations of immersion students. Studies in Second Language Acquisition, 23, 369–388.
MacIntyre, P., & Charos, C. (1996). Personality, attitudes, and affect as predictors of second language communication. Journal of Language and Social Psychology, 5, 3–26.
MacIntyre, P., Clément, R., Dornyei, Z., & Noels, K. (1998). Conceptualizing willingness to communicate in a L2: A situational model of L2 confidence and affiliation. The Modern Language Journal, 82, 545–562.
MacIntyre, P., & Gardner, R. (1991). Language anxiety: Its relationship to other anxieties and to processing in native and second language. Language Learning, 41, 513–534.
MacIntyre, P., Noels, K., & Clement, R. (1997). Biases in self-ratings of second language proficiency: The role of language anxiety. Language Learning, 47(2), 265–287.
Messick, S. (1978). Personality consistencies in cognition and creativity. In S. Messick & Associates (Eds.), Individuality in learning: Implications of cognitive style and creativity for human development (pp. 4–33). San Francisco, CA: Jossey-Bass.
Nassaji, H. (2003). L2 vocabulary learning from context: Strategies, knowledge sources, and their relationship with success in L2 lexical inferencing. TESOL Quarterly, 37(4), 645–670.
Nassaji, H. (2004). The relationship between depth of vocabulary knowledge and L2 learners’ lexical inferencing strategy use and success. Canadian Modern Language Review, 61(1), 107–134.
Nicolaou, A., & Xistouri, X. (2011). Field dependence/independence cognitive style and problem posing: An investigation with sixth grade students. Educational Psychology, 31(5), 611–627.
O’Brein, T., Butler, S., & Bernold, L. (2001). Group embedded figure test and academic achievement in engineering education. Journal of Engineering Education, 17(1), 89–92.
Pishghadam, R., & Tabatabaian, M. (2011). Emotional intelligence: Can it be a predictor of performance on different test formats? International Journal of Linguistics, 3(1), 1–21.
Richardson, J., & Turner, T. (2000). Field dependence revisited I: Intelligence. Educational Psychology, 20, 255–270.
Saito, Y., & Samimy, K. (1996). Foreign language anxiety and language performance: A study of learner anxiety in beginning, intermediate, and advanced level college students of Japanese. Foreign Language Annals, 29, 239–251.
Salmani-Nodoushan, M. (2007). Is field dependence or independence a predicator of EFL reading performance? TESL Canada Journal, 24(2), 82–108.
Scouller, K., & Prosser, M. (1994). Students’ experiences in studying for multiple-choice question examinations. Studies in Higher Education, 19(3), 267–279.
Shohamy, E. (2014). The power of tests: A critical perspective on the uses of language tests. London: Routledge.
Skehan, P. (1998). A cognitive approach to language learning. Oxford: Oxford University Press.
Snow, R. (1989). Cognitive-conative aptitude interactions in learning. In R. Kanfer, P. Ackerman, & R. Cudeck (Eds.), Abilities, motivation, and methodology (pp. 435–474). Hillsdale, NJ: Lawrence Erlbaum Associates.
Spielberger, C., & Gorsuch, R. (1983). Manual for the state-trait anxiety inventory: Self-evaluation questionnaire. Palo Alto, CA: Consulting Psychologists Press.
Swain, M. (2000). The output hypothesis and beyond: Mediating acquisition through collaborative dialogue. In J. Lantolf (Ed.), Sociocultural theory and second language learning (pp. 97–114). Oxford: Oxford University Press.
Swain, M., & Lapkin, S. (2002). Talking it through: Two French immersion learners’ response to reformulation. International Journal of Educational Research, 37, 285–304.
Teemant, A. (2010). ESL student perspectives on university classroom testing practices. Journal of the Scholarship of Teaching and Learning, 10(3), 89–105.
Tinajero, C., & Paramo, M. (1998). Field dependence-independence cognitive style and academic achievement: A review of research and theory. European Journal of Psychology of Education, 13, 227–251.
Traub, R., & MacRury, K. (1990). Multiple-choice vs. free response in the testing of scholastic achievement. In K. Ingenkamp & R. Jager (Eds.), Tests und trends 8: Jahrbuch der Pädagogischen Diagnostik (pp. 128–159). Weinheim und Basel: Beltz.
Tremblay, A. (2011). Proficiency assessment standards in second language acquisition research: ‘Clozing’ the gap. Studies in Second Language Acquisition, 33, 339–372.
Tsaparlis, G. (2005). Non-algorithmic quantitative problem solving in university physical chemistry: A correlation study of the role of selective cognitive factors. Research in Science and Technological Education, 23, 125–148.
University of Cambridge Local Examinations Syndicate. (2002). Certificate of proficiency in English test. Cambridge: UCLES.
Walstad, W., & Becker, W. (1994). Achievement differences on multiple-choice and essay tests in economics. American Economic Review, 84, 193–196.
Wang, Y. (2004). The relationship between second language written performance and the level of willingness to communicate in class: A quantitative analysis of a second-year Chinese class. In The Proceedings of the Biennial Conference of the Asian Studies Association of Australia. Canberra.
Watering, G., Gijbels, D., Dochy, F., & Rijt, J. (2008). Students’ assessment preferences, perceptions of assessment, and their relationships to study results. High Education, 56, 645–658.
Weaver, C. (2005). Using the Rasch model to develop a measure of second language learners’ willingness to communicate within a language classroom. Journal of Applied Measurement, 6, 396–415.
Wen, W.P., & Clément, R. (2010) A Chinese conceptualisation of willingness to communicate in ESL. Language, Culture and Curriculum, 16(1), 18–38.
Wesche, M., & Paribakht, T. (2010). Lexical inferencing in a first and second language: Cross-linguistic dimensions. Bristol: Multilingual Matters.
Widdowson, H. (1979). Explorations in applied linguistics. Oxford: Oxford University Press.
Witkin, H., Moore, C., Goodenough, D., & Cox, P. (1977). Field dependent and field independent cognitive styles and their educational implications. Review of Educational Research, 47, 1–64.
Witkin, H., Oltman, P., Raskin, E., & Karp, S. (1971). A manual for the embedded figures test. Palo Alto: Consulting Psychologists Press.
Wyss, R. (2002). Field independent/dependent learning styles and L2 acquisition. Journal of ELT, 49, 125–128.
Xie, Q. (2011). Willingness to communicate in English among secondary school students in the rural Chinese English as a foreign language (EFL) classroom (unpublished doctoral dissertation). Auckland: AUT University.
Yashima, T. (2002). Willingness to communicate in second language: The Japanese EFL context. Modern Language Journal, 86, 55–66.
Yashima, T., Zenuk-Nishide, L., & Shimizu, K. (2004) The influence of attitudes and affect on willingness to communicate and second language communication. Language Learning, 54(1), 119–152.
Zarei, F. (2012). Can ambiguity tolerance/intolerance be a source of bias on C-tests? US-China Foreign Language, 10(3), 1010–1019.
Zhang, L. (2004). Field-dependence/independence: Cognitive style or perceptual ability? Personality and Individual Differences, 37(6), 1295–1311.
Zhang, L. (2008). Constructivist pedagogy in strategic reading instruction: Exploring pathways to learner development in the English as a second language classroom. Instructional Science, 36(2), 89–116.
Zhang, L., & Wu, A. (2009). Chinese senior high school EFL students’ metacognitive awareness and reading-strategy. Reading in a Foreign Language, 21(1), 37–59.
Zheng, Y., Cheng, L., & Klinger, D. (2007). Do test formats in reading comprehension affect second-language students’ test performance differently? TESL Canada Journal, 25(1), 65–80.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Authors declare no conflicts of interest with respect to the content, authorship, and/or publication of this article.
Rights and permissions
About this article
Cite this article
Ghahari, S., Ahmadinejad, S. Performance on a Triangulated Reading Test Battery: A Study of Language Learners’ Individual Differences and Retrospective Perceptions. Psychol Stud 61, 245–258 (2016). https://doi.org/10.1007/s12646-016-0364-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12646-016-0364-8