Validation of Motivated Strategies for Learning Questionnaire Among High School Students in Afghanistan

Authors

  • Rajib Chakraborty Lovely Professional University
  • Maruf Haqyar Lovely Professional University
  • V. K. Chechi Lovely Professional University

Keywords:

Motivated Strategies for Learning Questionnaire,, Confirmatory Factor Analysis,, high school students

Abstract

The present study was an attempt to validate the Motivated Strategies for Learning Questionnaire (MSLQ; Pintrich & De Groot, 1990) for high school students of Afghanistan, with 81 items in Dari language. From different government and private high schools, 356 students (183 girls and 173 boys) participated in the study. SPSS Amos version 23 was used to confirm the psychometrics, using goodness of fit estimates from the data of 356 students. Out of the 15 subscales of the original MSLQ, six subscales that is Intrinsic Goal Orientation, Extrinsic Goal Orientation, Control of Learning Beliefs, Test anxiety, Effort regulation, and Help seeking got were not retained.  Therefore, in the present context nine subscales of the MSLQ were found to be valid and reliable for assessing self-regulated learning strategies and using it on the children for planning educational interventions.

References

Anderson, J. C., & Gerbing, D. W. (1984). The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis. Psychometrika, 49(1), 155-173. doi: 10.1007/BF02294170

Almegta, N. R. (1997). Relationship of self-efficacy, causal attribution, and emotions to female college students’ academic self-evaluations. Dissertation Abstracts International, 58(01), 78A (UMI).

Barrett, P. (2007). Structural equation modelling: Adjudging model fit. Personality and Individual Differences, 42(5), 815-824.

Bidjerano, T. (2005). Gender differences in self-regulated learning. Paper presented at the Annual Meeting of the Northeastern Educational Research Association, Kerhonkson, New York, USA.

Bonanomi, A., Olivari, M. G., Mascheroni, E., Gatti, E., & Confalonieri, E. (2018). Using a multidimensional rash analysis to evaluate the psychometric properties of the Motivated Strategies for Learning Questionnaire among high school students. Testing, Psychometrics, Methodology in Applied Psychology, 25(1), 83-100.

Borsa, J. C., Damasio, B. F., & Bandeira, D. R. (2012). Cross-cultural adaptation and validation of psychological instruments: Some considerations. Education, 22(53), 423-432.

Chang, M. (2007). Applying self-regulated learning strategies in a web-based instruction: An investigation of motivation perception. Computer Assisted Language Learning, 18(3), 217-230. doi: 10.1080/095882 20500178939.

Chen, C. C. (2002). Self-regulated learning strategies and achievement in an introduction to information systems course. Information Technology, Learning, and Performance Journal, 20(1), 11-23.

Cho, M. H., & Summers, J. (2012). Factor validity of the Motivated Strategies for Learning Questionnaire in asynchronous online learning environments. Journal of Interactive Learning Research, 23(1), 5-28.

Chow, C., W., & Chapman, E. (2017). Construct validation of the Motivated Strategies for Learning Questionnaire in a Singapore high school sample. Journal of Educational and Developmental Psychology, 7(2), 107-112.

Credé, M., & Phillips, L. A. (2011). A meta-analytic review of the Motivated Strategies for Learning Questionnaire. Learning and Individual Differences, 21(4), 337-346. doi:10.1016/j.lindif.2011.03.002

D'Apollonia, S., Galley, D., & Simpson, M. (2001). Formal reasoning and conceptual development. Retrieved from http://www.place.dawson college.qc.ca/~sdapoll.

deBruin, A. B., Thiede, K. W., & Camp, G. (2001). Generating keywords improves meta-comprehension and self-regulation in elementary and middle schoolchildren. Journal of Experimental Child Psychology, 109(3), 294-310.

Dinsmore, D. L., Alexander, P. A., & Loughlin, S. M. (2008). Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning. Educational Psychology Review, 20(4), 391-409. doi:10.1007/ s10648-008-9083-6.

Dunn, K. E., Lo, W., Mulvenon, S. W., & Sutcliffe, R. (2012). Revisiting the Motivated Strategies for Learning Questionnaire: A theoretical and statistical reevaluation of the metacognitive self-regulation and effort regulation subscales. Educational and Psychological Measurement, 72(2), 312-331.

Ellis, J., Fosdick, B. K., & Rasmussen, C. (2016). Women 1.5 times more likely to leave stem pipeline after calculus compared to men: Lack of mathematical confidence a potential culprit. PLoS One, 11(7), 1-14.

Feiz, P., Hooman, H. A., & Kooshki, S. (2013). Assessing the Motivated Strategies for Learning Questionnaire in Iranian students: Construct validity and reliability. Procedia-Social and Behavioral Sciences, 84, 1820-1825. doi:10.1016/j.sbspro.2013.07.041

Fuller, R. (1999). Do university students’ conceptions of learning really influence their learning? Retrieved from http://www.herdsa.org.au/vic/ cornerstones/pdf/fuller.pdf

Gjersing, L, Caplehorn, J. R. M., & Clausen, T. (2010). Cross-cultural adaptation of research instruments: Language, setting, time, and statistical considerations. BMC Medical Research Methodology, 10(10), 1130-1135.

Green, R. T., & White, P. D. (1976). Methodological considerations in cross-national consumer research. Journal of International Business Studies, 7(2), 81-87.

Hambleton, R. K. (2005). Issues, designs, and technical guidelines for adapting tests. In R. K., Hambleton, P. F., Merenda, C. D. Spielberger, (Eds.), Multiple languages e-cultures: Adapting educational and psychological tests for cross-cultural assessment. Hove, USA: Psychology Press.

Harris, K. R., Friedlander, B. D., Saddler, B., Frizzelle, R., & Graham, S. (2005). Self-monitoring of attention versus self-monitoring of academic performance: Effects among students with ADHD in the general education classroom. Journal of Special Education, 39(3), 145-156. doi:10.1177/002 24669050390030201

Hayduk, L., Cummings, G., Boadu, K., Pazderka-Robinson, H., & Boulianne, S. (2007). Testing! testing! one, two three : Testing the theory in structural equation models. Personality and Individual Differences, 42(2), 841-50.

Hilpert, J. C., Stempien, J., Van Der Hoeven Kraft, K. J., & Husman, J. (2013). Evidence for the latent factor structure of the MSLQ: A new conceptualization of an established questionnaire. SAGE Open, 3(4).

doi:10.1177/2158244013510305

Kline, P. (1999). Handbook of psychological testing. London: Routledge.

Kline, R. B. (2004). Principles and practice of structural equation modelling. New York: The Guilford Press.

Kyriazos, T. A., Stalikas, A., Prassa, K., Galanamis, M., Flora, K., & Chatzili, V. (2018). The Flow Short Scale dimensionality and what MIMIC shows on heterogeneity and invariance. Psychology, 9, 1357-1382.

Leach, C. W., van Zomeren, M., Zebel, S., Vliek, M. L. W., Pennekamp, S. F., Doosje, B., Ouwerkerk, J. W., & Spears, R. (2008). Group-level self-definition and self-investment: A hierarchical (multicomponent) model of in-group identification. Journal of Personality and Social Psychology, 95(1), 144-165. doi:10.1037/0022-3514.95.1.144

Lee, L. H. (1997). Goal orientation, goal setting, and academic performance in college students: An integrated model of achievement motivation in school settings. Dissertation Abstracts International, 59(06), 1905A.

Muis, K. R., Winne, P. H., & Jamieson-Noel, D. (2007). Using a multitrait-multimethod analysis to examine conceptual similarities of three self-regulated learning inventories. British Journal of Educational Psychology, 77(1), 177-195. doi:10.1348/000709905X90876

Nausheen, M. (2016). An adaptation of the Motivated Strategies for Learning Questionnaire for postgraduate students in Pakistan: Results of an Exploratory Factor Analysis. Bulletin of Education and Research, 38(1),

-16.

Pintrich, P. R., & de Groot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82(1), 33-40. doi.10.1037/0022-0663.82.1.33

Pintrich, P., Smith, D., García, T., & McKeachie, W. (1991). A manual for the use of the Motivated Strategies for Learning Questionnaire. Ann Arbor, MI: University of Michigan.

Pintrich, P., Wolters, C., & Baxter, G. (2000). Assessing metacognition and self-regulated learning. In G. Schraw & J. C. Impara (Eds.)., Issues in the measurement of metacognition. Lincoln, NE: Buros Institute of Mental Measurements.

Purdie, N., Hattie, J., & Douglas, G. (1996). Student conceptions of learning and their use of self-regulated learning strategies: A cross cultural comparison. Journal of Educational Psychology, 88(1), 87-100. doi:10.1037/0022-0663.88.1.87

Ramírez-Echeverry, J., Garcia, A., & Olarte, F. (2016). Adaptation and validation of the Motivated Strategies for Learning Questionnaire in engineering students in Colombia. International Journal of Engineering Education, 32(4), 1774-87.

Rao, N., Moely, B., & Sachs, J. (2000). Motivational beliefs, study strategies, and mathematics attainment in high and low achieving Chinese secondary school students. Contemporary Educational Psychology, 25(3), 287-316.

Radovan, M. (2010). The influence of self-regulated learning and age on success in studying. Journal of Contemporary Educational Studies, 61(5), 102-124.

Roth, A., Ogrin, S., & Schmitz, B. (2016). Assessing self-regulated learning in higher education: A systematic literature review of self-report instruments. Educational Assessment, Evaluation and Accountability, 28(3), 225-250. doi:10.1007/s11092-015-9229-2

Keller-Schneider, M. (2014). Self-regulated learning in teacher education: The significance of individual resources and learning behaviour. Australian Journal of Educational and Developmental Psychology, 14(1), 144-158.

Sokout, H. (2017). E-Kankor: Opening new vistas of higher education through an innovative intelligent tutoring system. Paper presented at Asian Conference on Education and International Development, Kobe, Japan

Tock, J. L. & Moxley, J. H. (2017). A comprehensive reanalysis of the metacognitive self-regulation scale from the MSLQ. Metacognition and Learning, 12(1), 79-111. doi:10.1007/s11409-016-9161-y

Vaculíková, J. (2016). The third round of the Czech validation of the Motivated Strategies for Learning Questionnaire. International Education Studies, 9(7), 35-46. doi:10.5539/ies.v9n7p35

Williams, L. J. (1995). Covariance structure modeling in organizational research: Problems with the method versus applications of the method. Journal of Organizational Behavior, 16(3), 225-233. doi:10.1002/job.40 30160305

Wolters, C. A. (2003). Regulation of motivation: Evaluating an underemphasized aspect of self-regulated learning. Educational Psychologist, 38(2), 189-205.

Wolters, C. A., & Pintrich, P. R. (2005). Assessing academic self-regulated learning. In S. A. Karabenick, K. A. Moore, & L. H. Lippman, (Eds.), What do children need to flourish? (pp. 251-270). Boston, MA: Springer.

Wolters, C. A., Benzon, M. B., & Arroyo-Giner, C. (2011). Assessing strategies for the self-regulation of motivation. In B. J. Zimmerman & D. H. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 298-312). London: Taylor & Francis Group.

Yasir, A. S. M. (2016). Cross cultural adaptation and psychometric validation of instruments: Step-wise description. International Journal of Psychiatry, 1(1), 1-4.

Yamauchi, J., Kumangai, Y., & Kawasaki, Y. (1999). Perceived control, autonomy and self-regulated learning strategies among Japanese high school learners. Psychological Reports, 85(8), 779-798.

Zahidi, A. B. M. (2012). Self-regulation in English language learning: Case studies of six Malaysian undergraduates, (Unpublished doctoral dissertation), Department of Education, Victoria University of Wellington, United Kingdom.

Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329-339. doi:10.10 37/0022-0663.81.3.329

Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into Practice, 41(2), 64-70.

Zimmerman, B. J. (2008). Investigating self-regulation and motivation: Historical background, methodological developments, and future prospects. American Educational Research Journal, 45(1), 166-183.

doi:10.3102/0002831207312909

Zimmerman, B., & Martinez-Pons, M. (1988). Construct validation of a strategy model of student self-regulated learning. Journal of Educational Psychology, 80(2), 284-290.

Published

2021-12-31

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