Systematic Reviews and Meta Analysis
BibTex RIS Cite
Year 2023, Volume: 10 Issue: 1, 275 - 289, 30.01.2023
https://doi.org/10.17275/per.23.15.10.1

Abstract

References

  • Allen, J., Gregory, A., Mikami, A., Lun, J., Hamre, B., & Pianta, R. (2013). Observations of effective teacher-student interactions in secondary school classrooms: Predicting student achievement with the Classroom Assessment Scoring System – Secondary. School Psychology Review, 42, 76–97.
  • *Ateş, A., & Ünal, A. (2021). The relationship between teacher academic optimism and student academic achievement: A meta-analysis. Psycho-Educational Research Reviews, 10(2).
  • Bardach, L., & Klassen, R. M. (2020). Smart teachers, successful students? A systematic review of the literature on teachers’ cognitive abilities and teacher effectiveness. Educational Research Review, 30, 100312. https://doi.org/10.1016/j.edurev.2020.100312
  • Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2011). Introduction to meta-analysis. West Sussex: John Wiley & Sons.
  • Chhuon, V., & Wallace, T. L. (2014). Creating connectedness through being known: Fulfilling the need to belong in U.S. high schools. Youth & Society, 46(3), 379–401.
  • Chung, L. C., Marvin, C. A., & Churchill, S. L. (2005). Teacher factors associated with preschool teacher-child relationships: Teaching efficacy and parent-teacher relationships. Journal of Early Childhood Teacher Education, 25(2), 131–142. doi:10.1080/1090102050250206
  • Cooper, H., & Koenka, A. C. (2012). The overview of reviews: Unique challenges and opportunities when research syntheses are the principal elements of new integrative scholarship. American Psychologist, 67(6), 446-462.
  • *Çoğaltay, N., & Karadağ, E. (2017). The effect of collective teacher efficacy on student achievement. In E. Karadağ (Ed.). The factors effecting student achievement (pp. 215-226). Springer.
  • *Danişman, Ş. (2017). The effect of expectation on student achievement. In E. Karadağ (Ed.). The factors effecting student achievement (pp. 227-246). Springer
  • *Eells, R. J. (2011). Meta-analysis of the relationship between collective teacher efficacy and student achievement. Unpublished doctoral dissertation, Loyola University, Chicago, USA.
  • Funder, D.C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science. 2(2). 156-168.
  • Göncz, A., Göncz, L., & Pekić, J. (2014). The influence of students’ personality traits on their perception of a good teacher within the five-factor model of personality. Acta Polytechnica Hungarica, 11, 65–86. doi:10.12700/APH.11.03.2014.03.5
  • Hafen, C. A., Hamre, B., Allen, J. P., Courtney, A. B., Gitomer, D. H., & Pianta, R. C. (2015). Teaching through interactions in secondary school classrooms: Revisiting the factor structure and practical application of the classroom assessment scoring system – secondary. Journal of Early Adolescence, 35, 651–680. https://doi.org/10.1177/0272431614537117
  • Hascher, T., & Waber, J. (2021). Teacher well-being: A systematic review of the research literature from the year 2000–2019. Educational Research Review, 34, 100411. https://doi.org/10.1016/j.edurev.2021.100411
  • *Hooper, S.M.Y. (2018). Meta-analysis of teacher autonomy support and control. Unpublished doctoral dissertation, The University of Texas, Austin, USA.
  • Hughes, J. N. (2011). Longitudinal effects of teacher and student perceptions of teacher-student relationship qualities on academic adjustment. Elementary School Journal, 112(1), 38-60.
  • Jennings, P. A., & Greenberg, M. T. (2009). The prosocial classroom: Teacher social and emotional competence in relation to student and classroom outcomes. Review of Educational Research, 79(1), 491-525.
  • Jin, Z. C., Zhou, X. H., & He, J. (2015). Statistical methods for dealing with publication bias in meta‐analysis. Statistics in Medicine, 34(2), 343-360.
  • Kilduff, M., & Tsai, W. (2003). Social network and organization. Sage. https://doi.org/10.4135/9781849209915
  • *Kim, K.R., & Seo, E.H. (2018). The relationship between teacher efficacy and students’ academic achievement: A meta-analysis. Social Behavior and Personality, 46(4), 529–540. https://doi.org/10.2224/sbp.6554
  • *Kim, L.E., Jörg, V., & Klassen, R.M. (2019). A Meta-analysis of the effects of teacher personality on teacher effectiveness and burnout. Educational Psychology Review, 31, 163–195. https://doi.org/10.1007/s10648-018-9458-2
  • Klassen, R. M., & Tze, V. M. (2014). Teachers’ self-efficacy. personality. and teaching effectiveness: A meta-analysis. Educational Research Review, 12, 59-76.
  • Kung, J., Chiappelli, F., Cajulis, O. O., Avezova, R., Kossan, G., Chew, L., & Maida, C. A. (2010). From systematic reviews to clinical recommendations for evidence-based health care: Validation of revised assessment of multiple systematic reviews (R-AMSTAR) for grading of clinical relevance. The Open Dentistry Journal, 4, 84-91.
  • *Lomos, C., Hofman, R.H., & Bosker. R. J. (2011). Professional communities and student achievement – a meta-analysis. School Effectiveness and School Improvement, 22(2), 121-148. DOI: 10.1080/09243453.2010.550467
  • *Madigan, D.J., & Curran, T. (2020). Does burnout affect academic achievement? A meta-analysis of over 100.000 students. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09533-1
  • Madigan, D. J., & Kim, L. E. (2021). Does teacher burnout affect students? A systematic review of its association with academic achievement and student-reported outcomes. International Journal of Educational Research, 105, 101714. https://doi.org/10.1016/j.ijer.2020.101714
  • Maslach, C., Jackson, S. E., Leiter, M. P., Schaufeli,W. B., & Schwab, R. L. (1986). Maslach burnout inventory (21st ed.pp. 3463–3464). Palo Alto: Consulting psychologists press.
  • *Nurmi, J.E. (2012). Students’ characteristics and teacher–child relationships in instruction: A meta-analysis. Educational Research Review,7, 177–197. http://dx.doi.org/10.1016/j.edurev.2012.03.001
  • Oh, I. S. (2020). Beyond meta-analysis: Secondary uses of meta-analytic data. Annual Review of Organizational Psychology and Organizational Behavior, 7, 125-153.
  • Page, M. J., Sterne, J. A., Higgins, J. P., & Egger, M. (2021). Investigating and dealing with publication bias and other reporting biases in meta‐analyses of health research: A review. Research Synthesis Methods, 12(2), 248-259.
  • Pervin, L. A., Cervone, D., & John, O. P. (2005). Personality: Theory and research (9th ed.). Hoboken, NJ: John Wiley & Sons.
  • Pianta, R. C. (2001). Student-Teacher Relationship Scale: Professional Manual. Odessa, FL: Psychological Assessment Resource.
  • Pianta, R. C., & Stuhlman, M.W. (2004). Teacher-child relationships and children’s success in the first years of school. School Psychology Review, 33(3), 444–458.
  • *Roorda, D.L., & Koomen, H.M.Y. (2011). The influence of affective teacher-student relationships on students' school engagement and achievement: A meta-analytic approach. Review of Educational Research, 81(4), 493-529. DOI: 10.3102/0034654311421793
  • *Roorda, D.L., Zee, M., & Koomen, H.M.Y. (2020). Don’t forget student-teacher dependency! A Meta-analysis on associations with students’ school adjustment and the moderating role of student and teacher characteristics. Attachment & Human Development. DOI: 10.1080/14616734.2020.1751987
  • Rothstein, H. R., Sutton, A. J., & Borenstein, M. (2005). Publication Bias In Meta-Analysis (Eds. Rothstein, H. R., Sutton, A. J., & Borenstein, M. p:1-9). Publication bias in meta-analysis: Prevention, assessment, and adjustments. John Wiley & Sons.
  • Schmidt, F.L., & Oh, I.S. (2013). Methods for second-order meta-analysis and illustrative applications. Organizational Behavior and Human Decision Processes, 121(2), 204–218.
  • *Shen, J., Wu, H., Reeves, P., Zheng, Y., Ryan, L., & Anderson, D. (2020). The association between teacher leadership and student achievement: A meta-analysis. Educational Research Review, 31. https://doi.org/10.1016/j.edurev.2020.100357
  • Shouse, R. (1996). Academic press and sense of community: Conflict, congruence, and implications for student achievement. Social Psychology of Education, 1(47), 47–68.
  • Stephanou, G. (2014). Feelings for child-teacher relationship. and emotions about the teacher in kindergarten: Effects on learning motivation. competence beliefs and performance in mathematics and literacy. European Early Childhood Education Research Journal, 22(4), 457-477.
  • Stephanou, G., & Doulkeridou, M. (2020). Parental competence beliefs and attributions for achievement in kindergarten: Effects on parent expectations for later school achievement. International Journal of Social Science Research, 8(2),199-224. https://doi.org/10.5296/ijssr.v8i2.16766
  • *Tao, Y., Meng, Y., Gao, Z., & Yang, X. (2022). Perceived teacher support. student engagement. and academic achievement: A meta-analysis. Educational Psychology. DOI: 10.1080/01443410.2022.2033168
  • *Titsworth, S., Mazer, J.P., Goodboy. A.K., Bolkan. S., & Myers, S.A. (2015) Two meta-analyses exploring the relationship between teacher clarity and student learning. Communication Education, 64(4), 385-418. DOI: 10.1080/03634523.2015.1041998
  • Tschannen-Moran, M., & Hoy, W. A. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. doi.org/10.1016/S0742-051X(01)00036-1
  • *Uysal, S., & Sarier, Y. (2018). Teacher leadership effects on student achievement and student satisfaction: A meta-analysis of the studies published in Turkey and the USA. Croatian Journal of Education, 21(3), 989 -1010. https://doi.org/10.15516/cje.v21i3.3257
  • *Vandenbroucke, L., Spilt, J., Verschueren. K., Piccinin. C., & Baeyens, D. (2018). The classroom as a developmental context for cognitive development: A meta-analysis on the importance of teacher–student interactions for children’s executive functions. Review of Educational Research, XX(X), 1–40. DOI: 10.3102/0034654317743200
  • Vangrieken, K., Dochy, F., Raes, E., & Kyndt, E. (2015). Teacher collaboration: a systematic review. Educational Research Review 15: 17–40.
  • von der Embse, N., Ryan, S. V., Gibbs, T., & Mankin, A. (2019). Teacher stress interventions: A systematic review. Psychology in the Schools, 56(8), 1328-1343.
  • Young, J. (2017). Technology-enhanced mathematics instruction: A second-order meta-analysis of 30 years of research. Educational Research Review, 22, 19-33.

The Effects of Teacher Relationships on Student Academic Achievement: A Second Order Meta-Analysis

Year 2023, Volume: 10 Issue: 1, 275 - 289, 30.01.2023
https://doi.org/10.17275/per.23.15.10.1

Abstract

This study aims to determine the correlational effect sizes between teacher relationships and student academic achievement. Teacher relationships were categorized as intrapersonal and interpersonal relationship types. Intrapersonal and interpersonal relationships are directed at different individuals. Intrapersonal relations refer to the inner life and thoughts of a teacher which are effective on the way of teaching and human relations. Interpersonal relations refer to social links between a teacher and the other people of the school community. The method of the study is second order meta-analysis. In this method, effect sizes of the first order meta-analyses are combined to get an average effect size score. Totally, 17 eligible first order meta-analyses are included in the study. The findings indicate that the correlational effect size between a positive teacher intrapersonal relationship and student academic achievement is positively small, positive teacher student relationship and student academic achievement is positively medium, a positive teacher school community relationship and student academic achievement is positively at a very large level. Also, correlational effect size representing a negative teacher intrapersonal relationship and student academic achievement is negatively medium, a negative teacher student relationship and student academic achievement is negatively small. As for moderator analyses, the variance of the effect sizes is statistically significant according to the positive relationship types and the publication types. In light of the findings some suggestions were made to improve teacher and school community relations that may help teachers and students to be more successful.

References

  • Allen, J., Gregory, A., Mikami, A., Lun, J., Hamre, B., & Pianta, R. (2013). Observations of effective teacher-student interactions in secondary school classrooms: Predicting student achievement with the Classroom Assessment Scoring System – Secondary. School Psychology Review, 42, 76–97.
  • *Ateş, A., & Ünal, A. (2021). The relationship between teacher academic optimism and student academic achievement: A meta-analysis. Psycho-Educational Research Reviews, 10(2).
  • Bardach, L., & Klassen, R. M. (2020). Smart teachers, successful students? A systematic review of the literature on teachers’ cognitive abilities and teacher effectiveness. Educational Research Review, 30, 100312. https://doi.org/10.1016/j.edurev.2020.100312
  • Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2011). Introduction to meta-analysis. West Sussex: John Wiley & Sons.
  • Chhuon, V., & Wallace, T. L. (2014). Creating connectedness through being known: Fulfilling the need to belong in U.S. high schools. Youth & Society, 46(3), 379–401.
  • Chung, L. C., Marvin, C. A., & Churchill, S. L. (2005). Teacher factors associated with preschool teacher-child relationships: Teaching efficacy and parent-teacher relationships. Journal of Early Childhood Teacher Education, 25(2), 131–142. doi:10.1080/1090102050250206
  • Cooper, H., & Koenka, A. C. (2012). The overview of reviews: Unique challenges and opportunities when research syntheses are the principal elements of new integrative scholarship. American Psychologist, 67(6), 446-462.
  • *Çoğaltay, N., & Karadağ, E. (2017). The effect of collective teacher efficacy on student achievement. In E. Karadağ (Ed.). The factors effecting student achievement (pp. 215-226). Springer.
  • *Danişman, Ş. (2017). The effect of expectation on student achievement. In E. Karadağ (Ed.). The factors effecting student achievement (pp. 227-246). Springer
  • *Eells, R. J. (2011). Meta-analysis of the relationship between collective teacher efficacy and student achievement. Unpublished doctoral dissertation, Loyola University, Chicago, USA.
  • Funder, D.C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science. 2(2). 156-168.
  • Göncz, A., Göncz, L., & Pekić, J. (2014). The influence of students’ personality traits on their perception of a good teacher within the five-factor model of personality. Acta Polytechnica Hungarica, 11, 65–86. doi:10.12700/APH.11.03.2014.03.5
  • Hafen, C. A., Hamre, B., Allen, J. P., Courtney, A. B., Gitomer, D. H., & Pianta, R. C. (2015). Teaching through interactions in secondary school classrooms: Revisiting the factor structure and practical application of the classroom assessment scoring system – secondary. Journal of Early Adolescence, 35, 651–680. https://doi.org/10.1177/0272431614537117
  • Hascher, T., & Waber, J. (2021). Teacher well-being: A systematic review of the research literature from the year 2000–2019. Educational Research Review, 34, 100411. https://doi.org/10.1016/j.edurev.2021.100411
  • *Hooper, S.M.Y. (2018). Meta-analysis of teacher autonomy support and control. Unpublished doctoral dissertation, The University of Texas, Austin, USA.
  • Hughes, J. N. (2011). Longitudinal effects of teacher and student perceptions of teacher-student relationship qualities on academic adjustment. Elementary School Journal, 112(1), 38-60.
  • Jennings, P. A., & Greenberg, M. T. (2009). The prosocial classroom: Teacher social and emotional competence in relation to student and classroom outcomes. Review of Educational Research, 79(1), 491-525.
  • Jin, Z. C., Zhou, X. H., & He, J. (2015). Statistical methods for dealing with publication bias in meta‐analysis. Statistics in Medicine, 34(2), 343-360.
  • Kilduff, M., & Tsai, W. (2003). Social network and organization. Sage. https://doi.org/10.4135/9781849209915
  • *Kim, K.R., & Seo, E.H. (2018). The relationship between teacher efficacy and students’ academic achievement: A meta-analysis. Social Behavior and Personality, 46(4), 529–540. https://doi.org/10.2224/sbp.6554
  • *Kim, L.E., Jörg, V., & Klassen, R.M. (2019). A Meta-analysis of the effects of teacher personality on teacher effectiveness and burnout. Educational Psychology Review, 31, 163–195. https://doi.org/10.1007/s10648-018-9458-2
  • Klassen, R. M., & Tze, V. M. (2014). Teachers’ self-efficacy. personality. and teaching effectiveness: A meta-analysis. Educational Research Review, 12, 59-76.
  • Kung, J., Chiappelli, F., Cajulis, O. O., Avezova, R., Kossan, G., Chew, L., & Maida, C. A. (2010). From systematic reviews to clinical recommendations for evidence-based health care: Validation of revised assessment of multiple systematic reviews (R-AMSTAR) for grading of clinical relevance. The Open Dentistry Journal, 4, 84-91.
  • *Lomos, C., Hofman, R.H., & Bosker. R. J. (2011). Professional communities and student achievement – a meta-analysis. School Effectiveness and School Improvement, 22(2), 121-148. DOI: 10.1080/09243453.2010.550467
  • *Madigan, D.J., & Curran, T. (2020). Does burnout affect academic achievement? A meta-analysis of over 100.000 students. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09533-1
  • Madigan, D. J., & Kim, L. E. (2021). Does teacher burnout affect students? A systematic review of its association with academic achievement and student-reported outcomes. International Journal of Educational Research, 105, 101714. https://doi.org/10.1016/j.ijer.2020.101714
  • Maslach, C., Jackson, S. E., Leiter, M. P., Schaufeli,W. B., & Schwab, R. L. (1986). Maslach burnout inventory (21st ed.pp. 3463–3464). Palo Alto: Consulting psychologists press.
  • *Nurmi, J.E. (2012). Students’ characteristics and teacher–child relationships in instruction: A meta-analysis. Educational Research Review,7, 177–197. http://dx.doi.org/10.1016/j.edurev.2012.03.001
  • Oh, I. S. (2020). Beyond meta-analysis: Secondary uses of meta-analytic data. Annual Review of Organizational Psychology and Organizational Behavior, 7, 125-153.
  • Page, M. J., Sterne, J. A., Higgins, J. P., & Egger, M. (2021). Investigating and dealing with publication bias and other reporting biases in meta‐analyses of health research: A review. Research Synthesis Methods, 12(2), 248-259.
  • Pervin, L. A., Cervone, D., & John, O. P. (2005). Personality: Theory and research (9th ed.). Hoboken, NJ: John Wiley & Sons.
  • Pianta, R. C. (2001). Student-Teacher Relationship Scale: Professional Manual. Odessa, FL: Psychological Assessment Resource.
  • Pianta, R. C., & Stuhlman, M.W. (2004). Teacher-child relationships and children’s success in the first years of school. School Psychology Review, 33(3), 444–458.
  • *Roorda, D.L., & Koomen, H.M.Y. (2011). The influence of affective teacher-student relationships on students' school engagement and achievement: A meta-analytic approach. Review of Educational Research, 81(4), 493-529. DOI: 10.3102/0034654311421793
  • *Roorda, D.L., Zee, M., & Koomen, H.M.Y. (2020). Don’t forget student-teacher dependency! A Meta-analysis on associations with students’ school adjustment and the moderating role of student and teacher characteristics. Attachment & Human Development. DOI: 10.1080/14616734.2020.1751987
  • Rothstein, H. R., Sutton, A. J., & Borenstein, M. (2005). Publication Bias In Meta-Analysis (Eds. Rothstein, H. R., Sutton, A. J., & Borenstein, M. p:1-9). Publication bias in meta-analysis: Prevention, assessment, and adjustments. John Wiley & Sons.
  • Schmidt, F.L., & Oh, I.S. (2013). Methods for second-order meta-analysis and illustrative applications. Organizational Behavior and Human Decision Processes, 121(2), 204–218.
  • *Shen, J., Wu, H., Reeves, P., Zheng, Y., Ryan, L., & Anderson, D. (2020). The association between teacher leadership and student achievement: A meta-analysis. Educational Research Review, 31. https://doi.org/10.1016/j.edurev.2020.100357
  • Shouse, R. (1996). Academic press and sense of community: Conflict, congruence, and implications for student achievement. Social Psychology of Education, 1(47), 47–68.
  • Stephanou, G. (2014). Feelings for child-teacher relationship. and emotions about the teacher in kindergarten: Effects on learning motivation. competence beliefs and performance in mathematics and literacy. European Early Childhood Education Research Journal, 22(4), 457-477.
  • Stephanou, G., & Doulkeridou, M. (2020). Parental competence beliefs and attributions for achievement in kindergarten: Effects on parent expectations for later school achievement. International Journal of Social Science Research, 8(2),199-224. https://doi.org/10.5296/ijssr.v8i2.16766
  • *Tao, Y., Meng, Y., Gao, Z., & Yang, X. (2022). Perceived teacher support. student engagement. and academic achievement: A meta-analysis. Educational Psychology. DOI: 10.1080/01443410.2022.2033168
  • *Titsworth, S., Mazer, J.P., Goodboy. A.K., Bolkan. S., & Myers, S.A. (2015) Two meta-analyses exploring the relationship between teacher clarity and student learning. Communication Education, 64(4), 385-418. DOI: 10.1080/03634523.2015.1041998
  • Tschannen-Moran, M., & Hoy, W. A. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. doi.org/10.1016/S0742-051X(01)00036-1
  • *Uysal, S., & Sarier, Y. (2018). Teacher leadership effects on student achievement and student satisfaction: A meta-analysis of the studies published in Turkey and the USA. Croatian Journal of Education, 21(3), 989 -1010. https://doi.org/10.15516/cje.v21i3.3257
  • *Vandenbroucke, L., Spilt, J., Verschueren. K., Piccinin. C., & Baeyens, D. (2018). The classroom as a developmental context for cognitive development: A meta-analysis on the importance of teacher–student interactions for children’s executive functions. Review of Educational Research, XX(X), 1–40. DOI: 10.3102/0034654317743200
  • Vangrieken, K., Dochy, F., Raes, E., & Kyndt, E. (2015). Teacher collaboration: a systematic review. Educational Research Review 15: 17–40.
  • von der Embse, N., Ryan, S. V., Gibbs, T., & Mankin, A. (2019). Teacher stress interventions: A systematic review. Psychology in the Schools, 56(8), 1328-1343.
  • Young, J. (2017). Technology-enhanced mathematics instruction: A second-order meta-analysis of 30 years of research. Educational Research Review, 22, 19-33.
There are 49 citations in total.

Details

Primary Language English
Subjects Other Fields of Education
Journal Section Research Articles
Authors

Erkan Göktaş 0000-0002-3150-0142

Metin Kaya 0000-0002-8287-4929

Publication Date January 30, 2023
Acceptance Date December 8, 2022
Published in Issue Year 2023 Volume: 10 Issue: 1

Cite

APA Göktaş, E., & Kaya, M. (2023). The Effects of Teacher Relationships on Student Academic Achievement: A Second Order Meta-Analysis. Participatory Educational Research, 10(1), 275-289. https://doi.org/10.17275/per.23.15.10.1

Cited By