Acknowledgement
이 논문은 2021년도 연세대학교 연구비의 지원을 받아 수행된 것임(2021-22-0066)
References
- Ahn, K. J., & Kang, K. H. (2014). The Relationship among High School Students' Gender, Academic Track, Metacognition and Scientific Attitude. Journal of Science Education, 38(2), 257-269. https://doi.org/10.21796/JSE.2014.38.2.257
- An, G-W & Chung, Y-L (1996). Relation among Students' Science-related Attitudes, Science Achievement, Science Process Skills, and Teachers' Attitudes. Journal of the Korean association for science education, 16(4). 410-416.
- Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological bulletin, 107(2), 238. https://doi.org/10.1037/0033-2909.107.2.238
- Blank, R. K., & De Las Alas, N. (2009). The Effects of Teacher Professional Development on Gains in Student Achievement: How Meta Analysis Provides Scientific Evidence Useful to Education Leaders. Council of Chief State School Officers. One Massachusetts Avenue NW Suite 700, Washington, DC 20001.
- Bollen, K. A. (1989).Structural equations with latent variables(Vol. 210). John Wiley & Sons.
- Brown, T. A. (2015). Confirmatory factor analysis for applied research. Guilford publications.
- Cheong, M. J., Kim, H. K., & Moon, Y. H. (2015). The relationship between Teaching Methods accepted by learners and Academic Achievement Factors on Academic Achievement. Korean journal of youth studies, 27(2), 129-150.
- Chung, H. S. & Yu, K. A. (2010). Relationship among University Students' Metacognition, GPA and Online Notetaking Strategy Use. Journal of the Humanities, 46, 317-343.
- Chi, E. L., Yang, M. H., & Cheong, Y. S. (2011). Effects of teachers' activities for instruction and evaluation on students' self-regulated Learning and academic achievement. The Journal of Elementary Education, 24(4), 165-184.
- Choi Y & Kim H-K (2019). Perception of middle school science teachers about eTIMSS Assessment and items in TIMSS 2019. Journal of Learner-Centered Curriculum and Instruction, 19(8), 1335-1361. https://doi.org/10.22251/jlcci.2019.19.8.1335
- Cramer, H. (1946). A contribution to the theory of statistical estimation.Scandinavian Actuarial Journal, 1946(1), 85-94. https://doi.org/10.1080/03461238.1946.10419631
- Freedman, M. P. (1997). Relationship among laboratory instruction, attitude toward science, and achievement in science knowledge. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 34(4), 343-357. https://doi.org/10.1002/(SICI)1098-2736(199704)34:4<343::AID-TEA5>3.0.CO;2-R
- Hair, J. F., Black, W. C., Babin. B. J., & Anderson, R. E. (2018). Multivariate data analysis (8th ed.). Boston, MA: Cengage Learning
- Harris, D. N., & Sass, T. R. (2011). Teacher training, teacher quality and student achievement. Journal of public economics, 95(7-8), 798-812. https://doi.org/10.1016/j.jpubeco.2010.11.009
- 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. https://doi.org/10.1080/10705519909540118
- IBM Corp. (2017). IBM SPSS Statistics for Windows, Version 25.0. [Computer Software]. Armonk, NY: IBM Corp.
- Jeong, H., & Han, Y. (2003). The effects metacognitive learning strategies on achievement of elementary school students. Journal of Science educational research, 28, 57-68.
- Joo, Y.J., Chung, Y.L., & Lee, Y.K. (2011). The Structural Relationship and Latent Means Analysis of Gender among Academic Self-Efficacy, Interest, External Motivation and Science Achievement for High School Students. Journal of the Korean Association for Science Education, 31(6), 876-886. https://doi.org/10.14697/JKASE.2011.31.6.876
- Ju, H. J. (2011). Analysis of the Causal Relationships among Self-Determination Motivation, Self-Directed Learning Ability, Academic Self-Efficacy and Academic. Achievement of Elementary School Students Journal of Learner-Centered Curriculum and Instruction, 11(2), 237-259.
- Kelly, D.L., Centurino, Victoria, Martin, M.O., & Mullis, I.V.S. (Eds.) (2020). TIMSS 2019 Encyclopedia: Education Policy and Curriculum in Mathematics and Science. Retrieved from Boston College, TIMSS & PIRLS International Study Center website: https://timssandpirls.bc.edu/timss2019/encyclopedia/
- Kim C J, Cho S H (2002). The effect of a Portfolio System on Elementary Students' Science Achievements, Inquiry Ability and Attitudes by Region and Gender. Journal Korean Earth Science Society, 23(3), 234-241.
- Kim, K., Kim, S., Kim, N., Park, S., Kim, J., Park, H., Jung, S. (2008). Characteristics of achievement trend in Korea' smiddle and high school students from International Achievement Assessment(TIMSS/PISA) (Report No. RRE 2008-3-1). Seoul: Korea Institute for Curriculum and Evaluation.
- Kim, K. S., Lee H. C. (2010). The Longitudinal Relationship between Students' Human Relations(Parents-Children Relations, Teacher-Student Relations and Peer Relations)as Social Capital and Academic Achievement. 58(1), 203-225. https://doi.org/10.25152/ser.2010.58.1.203
- Kim, N. Y., Lee, C. D. (2018). The Effect of Teacher's Feedback on Homework on Students' Academic Achievement -A Comparative Analysis of TIMSS 2015 Korea and Singapore Data-, The Journal of Korean Teacher Education, 35(2), 385-411. https://doi.org/10.24211/TJKTE.2018.35.2.385
- Kim, P. M., Kim. Y. H. (2013). An effect of self-perception toward health-related problem on the self-esteem of youth -Focusing on the moderating effect of ego-resilience, Korean Journal of Youth Studies 20(10), 143-167.
- Kim, S. (2016). Fundamentals and extensions of structural equation modeling with Mplus examples. Seoul: hakjisa.
- Kim, S. (2020). A Study on Elementary Pre-service Teachers' Science Instructional Ability, Science Pedagogy Achievement, and Science Instructional Evaluation Factors according to Gender. Journal of the Korean society of earth science education, 13(1), 90-99. https://doi.org/10.15523/JKSESE.2020.13.1.90
- Kim, S., Lee, J., Park, J. H., Lee, M. (2015). Trends in International Mathematics and Science Study: TIMSS 2015 Main Survey (Report No. RRE 2015-11-2). Seoul: Korea Institute for Curriculum and Evaluation.
- Park, S., Kim, H., Sang, K., Jeon, S., Choi, I. (2019). Trends in International Mathematics and Science Study: TIMSS 2019 Main Survey (Report No. RRE 2019-10). Seoul: Korea Institute for Curriculum and Evaluation.
- Kim, S., Park, J. H., Kim, H., Jin, E., Lee, M., Kim, J. Y., Ahn, Y., K., & Seo, J. H. (2012). Findings from TIMSS for Korea: TIMSS 2011 international results. (Research Report RRE 2012-4-3). Seoul: KICE.
- Kim, Y. (2020). A Longitudinal Study on the Influence of Attitude, Mood, and Satisfaction toward Mathematics Class on Mathematics Academic Achievement. Communications of Mathematical Education, 34(4), 525-544. https://doi.org/10.7468/JKSMEE.2020.34.4.525
- Kim, Y., Namgung, J., Park, K ., Kim, M., & Kim, W. (2015). Korean Education Longitudinal Study(KELS2013)(III): An analysis of educational experiences and achievements for elementary school students(II). (Research Report No. RR 2015-29). Seoul: KEDI.
- Kim, Y. B., Im, H. J., & Kim, N. O. (2012). An Analysis on Class and Teacher Level Variables Affecting Academic Achievement. Journal of Korean Education, 39(2), 157-179. https://doi.org/10.22804/JKE.2012.39.2.007
- Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: Guilford publications.
- Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). New York, NY: Guilford publications.
- Ku, J., Kim, S., Lee, H., Cho, S., & Park, H. (2016). OECD Programme for International Students Assessment: An analysis of PISA 2015 Results. (Research Report No. RRE 2016-2-2). Seoul: KICE.
- Kwak, S. (2006). Determinants of academic achievement on academic high school students. Korean Journal of Sociology of Education, 16(2), 1-29.
- Lee, C. H., Kim, K. Y., Kim S. (2011). Factor Analysis and Measurement Invariance Test of Mathematical Affectiveness in High Mathematical Achievement Countries. Journal of Korea Society of Educational Studies in Mathematics School Mathematics, 13(2), 307-321.
- Lee, H. R., Nam, K. H., Moon, S. B., Kim, Y. G., Lee, S. H. (2005). The Effects of Science Instruction Using Argumentation on Elementary School Students' Learning Motivation and Scientific Attitude. The Korean Elementary Science Education Society, 24(2), 183-191.
- Lee, K. H. (1998). The Relations between Science Related Attitudes and Science Achievement of High School Students. Journal of the Korean Association for Science Education, 18(3), 415-425.
- Lee, M. K. & Kim K. (2004). Relationship between Attitudes Toward Science and Science Achievement. Journal of the Korean Association for Science Education, 24(2), 399-407.
- Lee, S. & Kim, A. (2018). Gender Difference in Attitudes toward Science and its Affecting Factors. The Journal of Educational Studies, 49(4), 47-69. https://doi.org/10.15854/jes.2018.12.49.4.47
- Lim, S. A. & Lee, J. (2016). Affective Factors as Predictors of Math Achievement: Comparison of OECD High Performing 10 Countries in Math. Journal of Educational Evaluation, 29(2), 357-382.
- Livingston, J. A. (2003). Metacognition: An Overview.
- Min, K. S., (2013). Validity of NAEA Achievement Levels compared with NAEP and TIMSS. Secondary Education Research. 61(1), 111-136. https://doi.org/10.25152/ser.2013.61.1.111
- MOE(2016). General Plans for Science Education(2016.2.).
- Moon, Y. L., Choi, J. Y., Paek, S. H., Kim, Y. J. (2007). Gender Difference in the Occurrence of School Violence: Analyzing Victim's Counseling Cases. The Korean Journal of Educational Psychology, 21(3), 703-722.
- Noh, T.H., Kim, K.S., Park, H.J., & Jeon, K.M. (2006). Influences of Motivational Climate, Achievement Goals, and Learning Strategies on Science Achievement. Journal of the Korean Association for Science Education, 26(2), 232-238.
- Mullis, I. V., & Martin, M. O. (2017). TIMSS 2019 Assessment Frameworks. International Association for the Evaluation of Educational Achievement. Herengracht 487, Amsterdam, 1017 BT, The Netherlands.
- Muthen, L.K. and Muthen, B.O. (1998-2018). Mplus 8 [Computer software]. Los Angeles, CA: Muthen & Muthen.
- Park, K., Choi H., Yeon E. M. (2017). An Analysis of Structural Relationship Among Positive Parenting Attitudes, Attitudes Toward Science, Science Inquiry Skills, and Science Achievements perceived by Middle School Students. Journal of the Korean Association for Science Education, 37(4), 669-677. https://doi.org/10.14697/JKASE.2017.37.4.669
- Rubin, D.B. (1987). Multiple Imputation for Nonresponse in Surveys, New York: John Wiley & Sons, Inc.
- Sang, K., Kim, K. Park, S., Jeon, S., Park, M., Lee, J. (2010). The Trends in International Mathematics and ScienceStudy (TIMSS): Finding from TIMSS 2019 for Korea (Report No. RRE 2020-10). Chungbuk: Korea Institute for Curriculum and Evaluation.
- Sang, K., Kwak, Y., Park, J. H., & Park, S. (2016). The Trends in International Mathematics and Science Study (TIMSS): Findings from TIMSS 2015 for Korea. (Research Report RRE 2012-4-3). Seoul: KICE.
- So, H. J., & Kim, B. (2009). Learning about problem based learning: Student teachers integrating technology, pedagogy and content knowledge. Australasia Journal of Educational Technology, 25(1), 101-116. https://doi.org/10.17232/KSET.25.4.101
- Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models.Sociological methodology,13, 290-312. https://doi.org/10.2307/270723
- Sohn, W., Kim, K., Park C., & Park, H. (2009). A Comparison of Multi-Level Models for Scientific Literacy across Korea, Finland and Hong Kong-China. Journal of Educational Evaluation, 22(1), 129-149.
- Soo, Y. H. (2011). Analysis of the structural relations between Learners' perception on instruction, self-directed Learning, Learning flow, and academic achievement. The Journal of Child Education, 20(2), 19-32.
- van den Akker J. (2004). Curriculum Perspectives: An Introduction. In: Curriculum Landscapes and Trends. Springer, Dordrecht.
- Wang, J., & Wang, X. (2019). Structural equation modeling: Applications using Mplus. John Wiley & Sons.
- Yi, H. Y., Shin, J. A., & Kim, K. H. (2013). Relationships Between Educational Context Variables and Academic Achievement Based on Multi-level SEM Analyses. Journal of Educational Evaluation, 26(2), 477-506.
- Yum, S. & Kang, D. J. (2011). Influence of Curricular Context Factors within Student- and School-levels on the 2006 PISA Science Achievements of Korean Students. Journal of Research in Curriculum & Instruction, 15(2), 281-304. https://doi.org/10.24231/rici.2011.15.2.281