[Figure 1] The research model
[Figure 2] Effects on students’ mathematics score
[Figure 3] Effects on students’ satisfaction in teacher class activity
[Figure 4] Effects on students’ mathematics course satisfaction
[Table 1] Descriptive statistics of the 3rd grade in middle school (2012) data
[Table 2] Descriptive statistics of the 1st grade in high school (2013) data
[Table 3] Descriptive statistics of the 3rd grade in high school (2015) data
References
- Antoniou, P., & Kyriakides, L. (2013). A Dynamic Integrated Approach to teacher professional development: Impact and sustainability of the effects on improving teacher behaviour and student outcomes. Teaching and Teacher Education, 29, 1-12. https://doi.org/10.1016/j.tate.2012.08.001
- Arah, O. A. (2008). The role of causal reasoning in understanding Simpson's paradox, Lord's paradox, and the suppression effect: Covariate selection in the analysis of observational studies. Emerging Themes in Epidemiology, 5(1), 5. https://doi.org/10.1186/1742-7622-5-5
- Atweh, B., & Ochoa, M. D. A. (2001). Teachers and school change: Lessons from Mexico. In B. Atweh, H. Forgasz, & B. Nebres (Eds.), Sociocultural research on mathematics education: An international perspective (pp. 167-184). New Jersey: Lawrence Erlbaum.
- Ball, D. L., & Cohen, D. K. (1999). Developing practice, developing practitioners: Toward a practice-based theory of professional education. In G. Sykes (Ed.), Teaching as the learning profession (pp. 3-32). CA: Jossey-Bass.
- Barbosa, J. C., & de Oliveira, A. (2014). Supporting mathematics teachers' learning with educative curricular materials. Journal of Mathematics Education, 7(2), 161-169.
- Bausmith, J. M., & Barry, C. (2011). Revisiting professional learning communities to increase college readiness: The importance of pedagogical content knowledge. Educational Researcher, 40, 175-178. https://doi.org/10.3102/0013189X11409927
- Begghetto, R. A. (2010). Creativity in classroom. In J. C. Kaufman & R. J. Sternberg (Eds.), The Cambridge handbook of creativity (pp. 447-466). Cambridge: Cambridge University Press.
- Camburn, E. M., & Han, S. W. (2015). Infrastructure for teacher reflection and instructional change: An exploratory study. Journal of Educational Change, 16(4), 511-533. https://doi.org/10.1007/s10833-015-9252-6
- Capraro, R. M., Capraro, M. M., Scheurich, J. J., Jones, M., Morgan, J., Huggins, K., S., Corlu, S., Younes, R., & Han. S. Y. (2016). Impact of sustained professional development in STEM PBL on outcome measures in a diverse urban district. Journal of Educational Research, 109(2),181-196. https://doi.org/10.1080/00220671.2014.936997
- Cochran-Smith, M., & Zeichner, M. K. (2005). Studying teacher education: The report of the AERA Panel on Research and Teacher Education. Mahwah, NJ: Erlbaum.
- Corlu, M. S. (2012). A pathway to STEM education: Investigating pre-service mathematics and science teachers at Turkish universities in terms of their understanding of mathematics used in science (Unpublished doctoral dissertation). Texas A&M University, College Station, TX.
- Crespo, S. (2006). Elementary teacher talk in mathematics study groups, Educational Studies in Mathematics, 63(1), 29-56. https://doi.org/10.1007/s10649-005-9006-0
- Dede, C., Ketelhut, D., Whitehouse, P., Breit, L., & McCloskey, E. M. (2008). A research agenda for online teacher professional development. Journal of Teacher Education, 60(1), 8-19. https://doi.org/10.1177/0022487108327554
- Denton, J. J., Davis, T. J., Smith, B. L., Beason, L., & Strader, R. A. (2005, February). The development and implementation of an online professional development model for pre-service teachers education. Paper presented at the annual meeting of the Southwest Educational Research Association, New Orleans, LA.
- Dudley, P. (2013). Teacher learning in Lesson Study: What interaction-level discourse analysis revealed about how teachers utilised imagination, tacit knowledge of teaching and fresh evidence of pupils learning, to develop practice knowledge and so enhance their pupils’ learning. Teaching and Teacher Education, 34, 107-121. https://doi.org/10.1016/j.tate.2013.04.006
- Duff, R. E., Brown, M. H., & van Scoy, I. J. (1995). Reflection and self-evaluation: Keys to professional development. Young Children, 50(4), 81-88.
- Fishman, B., Konstantopoulos, S., Kubitskey, B. W., Vath, R., Park, G., Johnson, H., & Edelson, D. C. (2013). Comparing the Impact of Online and Face-to-Face Professional Development in the Context of Curriculum Implementation. Journal of Teacher Education, 64(5), 426-438. https://doi.org/10.1177/0022487113494413
- Garet, M. S., Porter, A. C., Desimone, L., Birman, B. F., & Yoon, K. S. (2001). What makes professional development effective? Results from a national sample of teachers. American Educational Research Journal, 38(4), 915-945. https://doi.org/10.3102/00028312038004915
- Guskey, T. R. (2003). Analyzing lists of the characteristics of effective professional development to promote visionary leadership. NASSP Bulletin, 87(637), 4-20. https://doi.org/10.1177/019263650308763702
- Han, S. Y. (2013). The Impact of STEM PBL Teacher Professional Development on Student Mathematics Achievement in High Schools (Doctoral dissertation). Retrieved from OAKTrust.
- Harris, D. N., & Sass, T. R. (2007). 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
- Hur, J. W., & Brush, T. A. (2009). Teacher Participation in Online Communities. Journal of Research on Technology in Education, 41(3), 279-303. https://doi.org/10.1080/15391523.2009.10782532
- Jacob, B. A., & Lefgren, L. (2004). The impact of teacher training on student achievement: Quasi-experimental evidence from school reform efforts in Chicago, The Journal of Human Resources, 29(1), 50-79.
- Kang, N.-H. & Park, Y. (2010). Identification of instructional components to increase students’ interest and creativity in American science classrooms. Journal of Science Education, 34(2), 421-431. https://doi.org/10.21796/jse.2010.34.2.421
- Kang, J. W. (2001). The relation structure between principals’ instruction leadership and student achievement. Journal of Yeolin Education, 9(2), 255-279.
- Kim, A. Y. & Cha, J. E. (2003). Multi-level analysis of the effects of teacher-efficacy and students’ academic self-efficacy on academic achievement. Korean Journal of Educational Psychology, 17(2), 25-43.
- Lee, H.-S. & Chung, J.-Y. (2011). An analysis of the influence of teachers’ traits on student achievement: Focusing on teachers’ efforts to enhance professionality in TIMSS 2007. Journal of Korean Teacher Education, 28(1), 243-366. https://doi.org/10.24211/tjkte.2011.28.1.243
- Lewis, C., & Perry, R. (2006). How should research contribute to instructional improvement? The case of lesson study, Educational Researcher, 35(3), 3-14.
- Males, L. M., Otten, S., & Herbel-Eisenmann, B. A. (2010). Challenges of critical colleagueship: Examining and reflecting on mathematics teacher study group interactions. Journal of Mathematics Teacher Education, 13(6), 459-471. https://doi.org/10.1007/s10857-010-9156-6
- Meiers, M., & Ingvarson, L. (2005). Investigating the links between teacher professional development and student learning outcomes, Vol. 1. Australia: Australian Council for Educational Research, Department of Education, Australian Government.
- Muthen, L. K., & Muthen, B. (2015). Mplus. The comprehensive modelling program for applied researchers: user's guide, 5.
- Nam, H. W., & Lee, K. T. (2002). The effect of in-class differentiated collaborative learning on students’ academic achievement and attitude. Soonchunhyang Journal Institute of Humanities, 10, 47-68.
- Pearl, J. (2009). Causal inference in statistics: An overview. Statistics Surveys, 3, 96-146. https://doi.org/10.1214/09-SS057
- Siegle, D., & McCoach, D. B. (2007). Increasing student mathematics self-efficacy through teacher training. Journal of Advance Academics, 18(2), 278-312.
- Pyo, J. H., Lee, K. M., & Jeong, S. H. (2010). The effect of intrinsic motivation of physical subject and teaching behavior of physical education teacher on class satisfaction in physical education of middle school students. Korean Society for the Study of Physical Education, 15(2), 311-324.
- Reason, P., & Bradbury, H. (Eds.). (2001). Handbook of action research: Participative inquiry and practice. London: Sage Publications.
- Sedova, K., Sedlacek, M., & Svaricek, R. (2016). Teacher professional development as a means of transforming student classroom talk. Teaching and Teacher Education, 57, 14-25. https://doi.org/10.1016/j.tate.2016.03.005
- Siegle, D. & McCoach, D. B. (2007). Increasing student mathematics self-efficacy through teacher training. Journal of Advanced Academics, 18(2), 278-312.
- So, Y.-H. (2012). The effects of perceived teachers’ creative instructional leadership on creativity in elementary school students: A mediation effect of course satisfaction. Journal of Child Education, 21(3), 67-81.
- Sung, E., Leem, J., & Kim, S. (2010). Affects of visualization tendency of attitude on subject, learning flow, and learning satisfaction through the IPTV based instruction in elementary school. Journal of Elementary Education, 23(3), 293-320.
- Timperley, H. S., & Phillips, G. (2003). Changing and sustaining teachers’ expectations through professional development in literacy. Teaching and Teacher Education, 19(6), 627-641. https://doi.org/10.1016/S0742-051X(03)00058-1
- Villalta-Cerdas, A., McKeny, P., Gatlin, T., & Sandi-Urena, S. (2015). Evaluation of instruction: students’ patterns of use and contribution to RateMyProfessors.com. Assessment & Evaluation in Higher Education, 40(2), 181-198. https://doi.org/10.1080/02602938.2014.896862
- Vogt, F., & Rogalla, M. (2009). Developing adaptive teaching competency through coaching. Teaching and Teacher Education, 25(8), 1051-1060. https://doi.org/10.1016/j.tate.2009.04.002
- Wiliam, D. (2010). Teacher quality: How to get more of it. In Spectator 'Schools Revolution' conference (March 2010). Retrieved from: http://www.dylanwiliam.org/Dylan_Wiliams_website/Papers_files/Spectator%20talk.doc.
- Yackel, E. (1996). Sociomathematical norms, argumentation, and autonomy in mathematics. Journal for Research in Mathematics Education, 27(4), 458-477. https://doi.org/10.2307/749877