Affiliation:
1. Chang Jung Christian University, Taiwan
2. National Sun Yat-sen University, Taiwan
Abstract
This research was the first research integrating decision making trial and evaluation laboratory (DEMATEL) and structural equation modeling (SEM) to analysis factors, including interest in science, value in science and confidence in science, affecting female students’ science achievements from the Trends in International Mathematics and Science Study (TIMSS) 2011. The research constructed two causal models base on mutual effect of value in science and confidence in science by DEMATEL analysis. The causality of two factors in model 1 was value in science affected confidence in science and model 2 vice versa. According to the results of SEM analysis, fit indices of CFI, GFI and AGFI in model 1 were 0.851, 0.796 and 0.745; in model 2 were 0.818, 0.772, and 0.873. And results showed that female students had better fitness in model 1; in other words, the causality of value in science to confidence in science might have an important effect on the science achievement of female students. Lastly, these findings could provide not only a different perspective for future researches but also a useful insight as a reference for policy making and improvement by relevant decision makers.
Reference51 articles.
1. Abu-Hilal, M. M., Abdelfattah, F. A., Shumrani, S. A., Dodeen, H., & Abdulajabber, A. S. (2014). Mathematics and science achievements predicted by self-concept and subject value among 8th grade Saudi students: Invariance across gender. International Perspectives in Psychology: Research, Practice, Consultation, 3(4), 268-283.
2. Anglin, L. P., Pirson, M., & Langer, E. (2008). Mindful learning: A moderator of gender differences mathematics performance. Journal of Adult Development, 15(3/4), 132-139.
3. Ary, D., Jacobs, L. C., Irvine, C. K. S., & Walker, D. (2018). Introduction to Research in Education. Boston, MA, US: Wadsworth, Cengage Learning.
4. Baye, A & Monseur, C. (2016). Gender differences in variability and extreme scores in an international context. Large-scale Assessments in Education, 4(1), 1-16.
5. Costes, B. K., Rowley, S. J., Britt, A. H., & Woods, T. A. (2008). Gender stereotypes about mathematics and science and self-perceptions of ability in late childhood and early adolescence. Merrill-Palmer Quarterly, 54(3), 386-409.
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