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How innovativeness and handedness affect learning performance of engineering students?

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A Correction to this article was published on 26 November 2018

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Abstract

Innovativeness is already highlighted in many engineering subjects, and some recent studies aimed at investigating whether handedness differences are reflected in the learning-style and the creativity of individuals. This paper presents a study administered among a sample of 508 university students (59 out of 508 are left-handers and 389 out of 508 are engineering students). The results show that left-handed students have a higher level of innovativeness, while non-engineering students have higher levels of self-efficacy and motivation. Innovativeness has an indirect positive effect on motivation among engineering students, which implies that innovativeness training for engineering students is critical for enhancing their learning motivation, and among these, left-handers may need different facilitative approaches that inspire their self-efficacy and motivation to actualize their innovativeness potential. This study thus brings this issue to light in order that the educators and course designers should pay due attention. The learning setting can be developed with better accommodation for these ‘specific’ groups to achieve the expected learning outcomes.

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  • 26 November 2018

    In the original publication of the article, the affiliations of the authors have been missed to update. Now the affiliations have been provided in this correction.

References

  • Anwar, M. N., & Aness, M. (2012). An examination of the relationship between creative thinking and academic achievements of secondary school students. International Interdisciplinary Journal of Education, 1(3), 44–47.

    Google Scholar 

  • Bandura, A. (1977). Self-efficacy: toward a unifying theory of behavioral change. Psychological Review, 84(2), 191.

    Article  Google Scholar 

  • Barnett, K. J., & Corballis, M. C. (2002). Ambidexterity and magical ideation. Laterality: Asymmetries of Body Brain, and Cognition, 7, 75–84.

    Article  Google Scholar 

  • Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88(3), 588–606.

    Article  Google Scholar 

  • Bishop, D. V., Watt, H., & Papadatou-Pastou, M. (2009). An efficient and reliable method for measuring cerebral lateralization during speech with functional transcranial Doppler ultrasound. Neuropsychologia, 47(2), 587–590.

    Article  Google Scholar 

  • Cai, Q., Van der Haegen, L., & Brysbaert, M. (2013). Complementary hemispheric specialization for language production and visuospatial attention. Proceedings of the National Academy of Sciences, 110(4), E322–E330.

    Article  Google Scholar 

  • Che-Ha, N., Mavondo, F. T., & Mohd-Said, S. (2014). Performance or learning goal orientation: implications for business performance. Journal of Business Research, 67(1), 2811–2820.

    Article  Google Scholar 

  • Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295(2), 295–336.

    Google Scholar 

  • Christman, S. D. (1995). Independence versus integration of right and left hemispheric processing: Effects of handedness. In F. L. Kitterle (Ed.), Hemispheric communication: Mechanisms and models (pp. 231–253). Hillsdale, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Damanpour, F. (1996). Organizational complexity and innovation: Developing and testing multiple contingency models. Management Science, 42(5), 693–716.

    Article  Google Scholar 

  • Dunn, R. S., & Dunn, K. J. (1978). Teaching students through their individual learning styles: A practical approach. Upper Saddle River: Prentice Hall.

    Google Scholar 

  • Dunn, K., & Dunn, R. (1987). Dispelling outmoded beliefs about student learning. Educational Leadership, 44(6), 55–63.

    Google Scholar 

  • Ferrari, M. (2007). Cognitive performance and left-handedness: Comparative analyses in adults with seizures, physical, psychological and learning disorders in a rehabilitation setting. Journal of Rehabilitation, 73(1), 47.

    Google Scholar 

  • Fornell, C., & Bookstein, F. L. (1982). Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing Research, 19(4), 440–452.

    Article  Google Scholar 

  • Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable and measurement error. Journal of Marketing Research, 34(2), 161–188.

    Google Scholar 

  • Gefen, D., Straub, D., & Boudreau, M. C. (2000). Structural equation modeling and regression: Guidelines for research practice. Communications of the Association for Information Systems, 4(1), 7.q.

    Google Scholar 

  • Grabner, R. H., Fink, A., & Neubauer, A. (2007). Brain correlates of self-rated originality ideas: Evidence from event-related power and phase-locking changes in the EEG. Behavioral Neuroscience, 121, 224–230.

    Article  Google Scholar 

  • Hardyck, C., & Petrinovich, L. F. (1977). Left-handedness. Psychological Bulletin, 84(3), 385.

    Article  Google Scholar 

  • Hardyck, C., Petrinovich, L. F., & Goldman, R. D. (1976). Left-handedness and cognitive deficit. Cortex, 12(3), 266–279.

    Article  Google Scholar 

  • Hellige, J. B. (1993). Hemispheric asymmetry. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Hsiao, H. C., Chang, J. C., Tu, Y. L., & Chen, S. C. (2011). The impact of self-efficacy on innovative work behavior for teachers. International Journal of Social Science and Humanity, 1(1), 31.

    Article  Google Scholar 

  • Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.

    Article  Google Scholar 

  • Jung-Beeman, M. J., Bowden, E. M., Haberman, J., Frymiare, J. L., Arambel-Liu, S., Greenblatt, R. E., et al. (2004). Neural activity when people solve verbal problems with insight. PLoS Biology, 2(4), 500–510.

    Article  Google Scholar 

  • Kamaei, A., & Weisani, M. (2013). The relationship between achievement motivation, critical thinking and creative thinking with academic performance. Indian Journal of Fundamental and Applied Life Sciences, 3(4), 121–127.

    Google Scholar 

  • Kencht, S., Drager, B., Deppe, M., Bobe, L., Lohmann, H., Floel, A., et al. (2000). Handedness and hemispheric language dominance in healthy humans. Brain, 123(12), 2512–2518.

    Article  Google Scholar 

  • Kumar, R., & Uzkurt, C. (2010). Investigating the effects of self efficacy on innovativeness and the moderating impact of cultural dimensions. Journal of International Business and Cultural Studies, 4, 1–5.

    Google Scholar 

  • Kwiatkowski, J. (2002). Individual differences in the neurophysiology of creativity. Dissertation Abstracts International: Section B: The Sciences and Engineering, 63, 3050.

    Google Scholar 

  • Law, K. M. Y. & Breznik, K. (2017). Impacts of innovativeness and attitude on entrepreneurial intention: Among engineering and non-engineering students. International Journal of Technology and Design Education, 27, 1–18.

    Article  Google Scholar 

  • Law, K. M. Y., Lee, V. S. C., & Yu, Y. T. (2010). Learning motivation in e-learning facilitated computer programming courses. Computers and Education, 55(1), 218–228.

    Article  Google Scholar 

  • Lukas, B. A., & Ferrell, O. C. (2000). The effect of market orientation on product innovation. Journal of the Academy of Marketing Science, 28(2), 239–247.

    Article  Google Scholar 

  • MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1(2), 130.

    Article  Google Scholar 

  • Maruyama, G. (1997). Basics of structural equation modeling. Oaks: Sage.

    Google Scholar 

  • Mehrdad, A. G., & Ahghar, M. (2012). Learning styles and learning strategies of left-handed EFL students. Procedia-Social and Behavioral Sciences, 31, 536–545.

    Article  Google Scholar 

  • Newland, G. A. (1981). Differences between left-and right-handers on a measure of creativity. Perceptual and Motor Skills, 53(3), 787–792.

    Article  Google Scholar 

  • Ngan, S. C., & Law, K. M. (2015). Exploratory network analysis of learning motivation factors in e-learning facilitated computer programming courses. The Asia-Pacific Education Researcher, 24(4), 705–717.

    Article  Google Scholar 

  • Nunnally, J. C., & Bernstein, I. H. (1994). Psychological theory. New York, NY: McGraw-Hill.

    Google Scholar 

  • Propper, R. E., Christman, S. D., & Phaneuf, K. A. (2005). A mixed-handed advantage in episodic memory: A possible role of interhemispheric interaction. Memory and Cognition, 33(4), 751–757.

    Article  Google Scholar 

  • Saeed, S., & Zyngier, D. (2012). How motivation influences student engagement: A qualitative case study. Journal of Education and Learning, 1(2), 252.

    Article  Google Scholar 

  • Somers, M., Shields, L. S., Boks, M. P., Kahn, R. S., & Sommer, I. E. (2015). Cognitive benefits of right-handedness: a meta-analysis. Neuroscience and Biobehavioral Reviews, 51, 48–63.

    Article  Google Scholar 

  • Subramanian, A., & Nilakanta, S. (1996). Organizational innovativeness: Exploring the relationship between organizational determinants of innovation, types of innovations, and measures of organizational performance. Omega, 24(6), 631–647.

    Article  Google Scholar 

  • Tabachnick, B. G., & Fidell, L. S. (2006). Using multivariate statistics, 5th edn. Allyn & Bacon, Inc.

  • Tierney, P., & Farmer, S. M. (2011). Creative self-efficacy development and creative performance over time. Journal of Applied Psychology, 96(2), 277.

    Article  Google Scholar 

  • Tuan, H. L., Chin, C. C., & Shieh, S. H. (2005). The development of a questionnaire to measure students’ motivation towards science learning. International Journal of Science Education, 27(6), 639–654.

    Article  Google Scholar 

  • Ullman, J. B., & Bentler, P. M. (2003). Structural equation modeling. Hoboken: Wiley.

    Google Scholar 

  • Vallerand, R. J. (1997). Toward a hierarchical model of intrinsic and extrinsic motivation. Advances in Experimental Social Psychology, 29, 271–360.

    Google Scholar 

  • Vermetten, Y. J., Lodewijks, H. G., & Vermunt, J. D. (2001). The role of personality traits and goal orientations in strategy use. Contemporary Educational Psychology, 26(2), 149–170.

    Article  Google Scholar 

  • Willems, R. M., Peelen, M. V., & Hagoort, P. (2009). Cerebral lateralization of face-selective and body-selective visual areas depends on handedness. Cerebral Cortex, 20(7), 1719–1725.

    Article  Google Scholar 

  • Wright, S. (1921). Correlation and causation. Journal of agricultural research, 20(7), 557–585.

    Google Scholar 

  • Yusuf, M. (2011). The impact of self-efficacy, achievement motivation, and self-regulated learning strategies on students’ academic achievement. Procedia-Social and Behavioral Sciences, 15, 2623–2626.

    Article  Google Scholar 

  • Zimmerman, B. J. (2000). Self-efficacy: An essential motive to learn. Contemporary Educational Psychology, 25(1), 82–91.

    Article  Google Scholar 

Download references

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Correspondence to Shuang Geng.

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Law, K.M.Y., Geng, S. How innovativeness and handedness affect learning performance of engineering students?. Int J Technol Des Educ 29, 897–914 (2019). https://doi.org/10.1007/s10798-018-9462-3

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