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Educational Psychology
An International Journal of Experimental Educational Psychology
Volume 43, 2023 - Issue 9
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Research Articles

The link between teacher-student relationships and non-routine problem solving in ninth-grade mathematics: a moderated mediation model

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Pages 1044-1064 | Received 08 Feb 2022, Accepted 02 Nov 2023, Published online: 15 Nov 2023

References

  • Ang, R. P., Ong, S. L., & Li, X. (2020). Student version of the teacher-student relationship inventory (S-TSRI): Development, validation and invariance. Frontiers in Psychology, 11, 1724. https://doi.org/10.3389/fpsyg.2020.01724
  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice Hall.
  • Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman.
  • Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52(1), 1–26. https://doi.org/10.1146/annurev.psych.52.1.1
  • Bandura, A. (2005). The evolution of social cognitive theory. In K. G. Smith & M. A. Hitt (Eds.), Great minds in management (pp. 9–35). Oxford University Press.
  • Bandura, A., & Schunk, D. H. (1981). Cultivating competence, self-efficacy, and intrinsic interest through proximal self-motivation. Journal of Personality and Social Psychology, 41(3), 586–598. https://doi.org/10.1037/0022-3514.41.3.586
  • Birch, S. H., & Ladd, G. W. (1997). The teacher-child relationship and children’s early school adjustment. Journal of School Psychology, 35(1), 61–79. https://doi.org/10.1016/S0022-4405(96)00029-5
  • Bowlby, J. (1984). Attachment and loss, volume 1: Attachment. Penguin.
  • Bronfenbrenner, U. (1977). Toward an experimental ecology of human development. American Psychologist, 32(7), 513–531. https://doi.org/10.1037/0003-066X.32.7.513
  • Cai, J., & Lester, F. K. Jr, (2005). Solution representations and pedagogical representations in Chinese and US classrooms. The Journal of Mathematical Behavior, 24(3–4), 221–237. https://doi.org/10.1016/j.jmathb.2005.09.003
  • Callan, G. L., Rubenstein, L. D., Ridgley, L. M., Speirs Neumeister, K., & Hernández Finch, M. E. (2021). Self-regulated learning as a cyclical process and predictor of creative problem solving. Educational Psychology, 41(9), 1139–1159. https://doi.org/10.1080/01443410.2021.1913575
  • Cerasoli, C. P., Nicklin, J. M., & Ford, M. T. (2014). Intrinsic motivation and extrinsic incentives jointly predict performance: A 40-year meta-analysis. Psychological Bulletin, 140(4), 980–1008. https://doi.org/10.1037/a0035661
  • Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227–268. https://doi.org/10.1207/S15327965PLI1104_01
  • den Brok, P., & Levy, J. (2005). Teacher-student relationships in multicultural classes: Reviewing the past, preparing the future. International Journal of Educational Research, 43(1-2), 72–88. https://doi.org/10.1016/j.ijer.2006.03.007
  • Engels, M. C., Spilt, J., Denies, K., & Verschueren, K. (2021). The role of affective teacher-student relationships in adolescents’ school engagement and achievement trajectories. Learning and Instruction, 75, 101485. https://doi.org/10.1016/j.learninstruc.2021.101485
  • Erlauer, L. (2003). The brain-compatible classroom: Using what we know about learning to improve teaching. Association for Supervision and Curriculum Development.
  • Evans, T., Klymchuk, S., Murphy, P. E. L., Novak, J., Stephens, J., & Thomas, M. O. J. (2021). Non-routine mathematical problem-solving: Creativity, engagement, and intuition of STEM tertiary students. STEM Education, 1(4), 256–278. https://doi.org/10.3934/steme.2021017
  • Evans, T., Thomas, M. O., & Klymchuk, S. (2021). Non-routine problem solving through the lens of self-efficacy. Higher Education Research & Development, 40(7), 1403–1420. https://doi.org/10.1080/07294360.2020.1818061
  • Fan, W., & Williams, C. (2010). The effects of parental involvement on students’ academic self-efficacy, engagement and intrinsic motivation. Educational Psychology, 30(1), 53–74. https://doi.org/10.1080/01443410903353302
  • Fast, L. A., Lewis, J. L., Bryant, M. J., Bocian, K. A., Cardullo, R. A., Rettig, M., & Hammond, K. A. (2010). Does math self-efficacy mediate the effect of the perceived classroom environment on standardized math test performance? Journal of Educational Psychology, 102(3), 729–740. https://doi.org/10.1037/a0018863
  • Federici, R. A., & Skaalvik, E. M. (2014). Students’ perceptions of emotional and instrumental teacher support: Relations with motivational and emotional responses. International Education Studies, 7(1), 21–36. https://doi.org/10.5539/ies.v7n1p21
  • Greenwald, R., Hedges, L. V., & Laine, R. D. (1996). The effect of school resources on student achievement. Review of Educational Research, 66(3), 361–396. https://doi.org/10.3102/00346543066003361
  • Greer, C. H. (1993). The effects of cooperative learning on different ability level students’ perceptions of the middle school classroom environment [Paper presentation] [Paper presentation].Annual Meeting of the American Educational Research Association, April 12-16)., Atlanta, GA, United States. https://eric.ed.gov/?id=ED362318
  • Guay, F., Stupnisky, R., Boivin, M., Japel, C., & Dionne, G. (2019). Teachers’ relatedness with students as a predictor of students’ intrinsic motivation, self-concept, and reading achievement. Early Childhood Research Quarterly, 48, 215–225. https://doi.org/10.1016/j.ecresq.2019.03.005
  • Hamre, B. K., & Pianta, R. C. (2001). Early teacher-child relationships and the trajectory of children’s school outcomes through eighth grade. Child Development, 72(2), 625–638. https://doi.org/10.1111/1467-8624.00301
  • Hamre, B. K., & Pianta, R. C. (2005). Can instructional and emotional support in the first grade classroom make a difference for children at risk of school failure? Child Development, 76(5), 949–967. https://doi.org/10.1111/j.1467-8624.2005.00889.x
  • Hardre, P. L., & Reeve, J. (2003). A motivational model of rural students’ intentions to persist in, versus drop out of, high school. Journal of Educational Psychology, 95(2), 347–356. https://doi.org/10.1037/0022-0663.95.2.347
  • Harvey, R. J., & Hammer, A. L. (1999). Item response theory. The Counseling Psychologist, 27(3), 353–383. https://doi.org/10.1177/0011000099273004
  • Hughes, J. N. (2012). Teacher-student relationships and school adjustment: Progress and remaining challenges. Attachment & Human Development, 14(3), 319–327. https://doi.org/10.1080/14616734.2012.672288
  • Jiang, G., & Yan, G. (2006). 城乡家庭资本与子女的学业成就 [Correlation analysis on familial capital and educational attainment disparity between rural and urban]. Education Science, 4, 26–30. https://www.cnki.com.cn/Article/CJFDTOTAL-JYKO200604006.htm
  • Kablan, Z., & Uğur, S. S. (2021). The relationship between routine and non-routine problem solving and learning styles. Educational Studies, 47(3), 328–343. https://doi.org/10.1080/03055698.2019.1701993
  • Keleş, T., & Yazgan, Y. (2022). Indicators of gifted students’ strategic flexibility in non-routine problem solving. International Journal of Mathematical Education in Science and Technology, 53(10), 2797–2818. https://doi.org/10.1080/0020739X.2022.2105760
  • Kenny, D. A., Kaniskan, B., & McCoach, D. B. (2015). The performance of RMSEA in models with small degrees of freedom. Sociological Methods & Research, 44(3), 486–507. https://doi.org/10.1177/0049124114543236
  • Lepper, M. R., & Henderlong, J. (2000). Turning “play” into “work” and “work” into “play”: 25 years of research on intrinsic versus extrinsic motivation. In C. Sansone & J. M. Harackiewicz (Eds.), Intrinsic and extrinsic motivation: The search for optimal motivation and performance (pp. 257–307). Academic Press.
  • Li, J., & Hu, Y. (2017). 不同文化背景下师生关系对中学生学业成绩的影响差异 [The heterogeneity effect of teacher-student relationship on students’ achievement in different culture context]. Henan Social Science, 25(8), 113–119. https://www.cnki.com.cn/Article/CJFDTOTAL-HNSH201708022.htm
  • Li, H., Liu, J., Zhang, D., & Liu, H. (2021). Examining the relationships between cognitive activation, self-efficacy, socioeconomic status, and achievement in mathematics: A multi-level analysis. The British Journal of Educational Psychology, 91(1), 101–126. https://doi.org/10.1111/bjep.12351
  • Li, Y., & Ranieri, M. (2013). Educational and social correlates of the digital divide for rural and urban children: A study on primary school students in a provincial city of China. Computers & Education, 60(1), 197–209. https://doi.org/10.1016/j.compedu.2012.08.001
  • Little, R. J., & Rubin, D. B. (2002). Statistics analysis with missing data. Wiley.
  • Liu, H., Liu, Q., Du, X., Liu, J., Hoi, C. K. W., & Schumacker, R. E. (2023). Teacher-student relationship as a protective factor for socioeconomic status, students’ self-efficacy and achievement: A multi-level moderated mediation analysis. Current Psychology, 42(4), 3268–3283. https://doi.org/10.1007/s12144-021-01598-7
  • Lu, H., Chen, X., & Qi, C. (2023). Which is more predictive: Domain- or task-specific self-efficacy in teaching and outcomes? The British Journal of Educational Psychology, 93(1), 283–298. https://doi.org/10.1111/bjep.12554
  • MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004). Confidence limits for the indirect effect: Distribution of the product and resampling methods. Multivariate Behavioral Research, 39(1), 99–128. https://doi.org/10.1207/s15327906mbr3901_4
  • Ma, L., Du, X., Hau, K. T., & Liu, J. (2018). The association between teacher-student relationship and academic achievement in Chinese EFL context: A serial multiple mediation model. Educational Psychology, 38(5), 687–707. https://doi.org/10.1080/01443410.2017.1412400
  • Martin, D. P., & Rimm-Kaufman, S. E. (2015). Do student self-efficacy and teacher-student interaction quality contribute to emotional and social engagement in fifth grade math? Journal of School Psychology, 53(5), 359–373. https://doi.org/10.1016/j.jsp.2015.07.001
  • Ma, L., Xiao, L., Liu, Z., & Liu, J. (2022). Teacher-student relationships moderate the link between socioeconomic status and foreign language learning: Evidence from China. Language Teaching Research, 136216882211222. https://doi.org/10.1177/13621688221122236
  • Middleton, J. A., & Spanias, P. A. (1999). Motivation for achievement in mathematics: Findings, generalizations, and criticisms of the research. Journal for Research in Mathematics Education, 30(1), 65–88. https://doi.org/10.2307/749630
  • Mogari, D., & Chirove, M. (2017). Comparing grades 10–12 mathematics learners’ non-routine problem solving. EURASIA Journal of Mathematics, Science and Technology Education, 13(8), 4523–4551. https://doi.org/10.12973/eurasia.2017.00946a
  • Mullis, I. V. S., & Martin, M. O. (2017). TIMSS 2019 Assessment Framework. TIMSS & PIRLS International Study Center, Lynch School of Education.
  • Multon, K. D., Brown, S. D., & Lent, R. W. (1991). Relation of self-efficacy beliefs to academic outcomes: A meta-analytic investigation. Journal of Counseling Psychology, 38(1), 30–38. https://doi.org/10.1037/0022-0167.38.1.30
  • Murray, C. (2009). Parent and teacher relationships as predictors of school engagement and functioning among low-income urban youth. The Journal of Early Adolescence, 29(3), 376–404. https://doi.org/10.1177/0272431608322940
  • National Council of Teachers of Mathematics. (1989). Let’s count in curriculum and evaluation standards for school mathematics.
  • Organisation for Economic Co-operation and Development [OECD]. (2014a). PISA 2012 results: Creative problem solving: Students’ skills in tackling real life problems. OECD Publishing.
  • Organisation for Economic Co-operation and Development [OECD]. (2014b). PISA 2012 technical report. OECD publishing.
  • Quin, D. (2017). Longitudinal and contextual associations between teacher-student relationships and student engagement: A systematic. Review of Educational Research, 87(2), 345–387. https://doi.org/10.3102/0034654316669434
  • Roorda, D. L., Koomen, H. M., Spilt, J. L., & Oort, F. J. (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. https://doi.org/10.3102/0034654311421793
  • Rottinghaus, P. J., Larson, L. M., & Borgen, F. H. (2003). The relation of self-efficacy and interests: A meta-analysis of 60 samples. Journal of Vocational Behavior, 62(2), 221–236. https://doi.org/10.1016/S0001-8791(02)00039-8
  • Ryan, R. M. (1995). Psychological needs and the facilitation of integrative processes. Journal of Personality, 63(3), 397–427. https://doi.org/10.1111/j.1467-6494.1995.tb00501.x
  • Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25(1), 54–67. https://doi.org/10.1006/ceps.1999.1020
  • Sánchez-Barbero, B., Chamoso, J. M., Vicente, S., & Rosales, J. (2020). Analysis of teacher-student interaction in the joint solving of non-routine problems in primary education classrooms. Sustainability, 12(24), 10428. https://doi.org/10.3390/su122410428
  • Schoenfeld, A. H. (1985). Mathematical problem solving. Academic.
  • Skaalvik, E. M., Federici, R. A., & Klassen, R. M. (2015). Mathematics achievement and self-efficacy: Relations with motivation for mathematics. International Journal of Educational Research, 72, 129–136. https://doi.org/10.1016/j.ijer.2015.06.008
  • Suldo, S. M., McMahan, M. M., Chappel, A. M., & Bateman, L. P. (2014). Evaluation of the teacher-student relationship inventory in American high school students. Journal of Psychoeducational Assessment, 32(1), 3–14. https://doi.org/10.1177/0734282913485212
  • Teng, Y., & Zhang, J. (2021). 学生学业成就的城乡差距及其影响因素 [The rural-urban gap in students’ academic achievement in China and its origins]. Education & Economy, 37(2), 58–67. https://www.cnki.com.cn/Article/CJFDTOTAL-JYJI202102007.htm
  • Vallerand, R. J. (2000). Deci and Ryan’s self-determination theory: A view from the hierarchical model of intrinsic and extrinsic motivation. Psychological Inquiry, 11(4), 312–318. https://doi.org/10.2307/1449629
  • Vansteenkiste, M., Sierens, E., Soenens, B., Luyckx, K., & Lens, W. (2009). Motivational profiles from a self-determination perspective: The quality of motivation matters. Journal of Educational Psychology, 101(3), 671–688. https://doi.org/10.1037/a0015083
  • Verschueren, K., & Koomen, H. M. (2012). Teacher-child relationships from an attachment perspective. Attachment & Human Development, 14(3), 205–211. https://doi.org/10.1080/14616734.2012.672260
  • Wang, S. F. (2014). 义务教育公平研究文献综述 [A review of papers on compulsory education equality]. Comparative Economic & Social Systems, 3, 213–218. https://www.cnki.com.cn/Article/CJFDTotal-JJSH201403023.htm
  • Wang, M., & Dong, Y. (2017). 师生关系模式对学生学业成就影响的元分析 [A meta-analysis of the influence of teacher-student relationship on students’ academic achievement]. Global Education, 46(7), 57–68. https://www.cnki.com.cn/Article/CJFDTotal-WGJN201707006.htm
  • Wang, Y., & He, G. (2012). 北京市义务教育城乡学生学业水平差异及原因分析 [Analysis on the difference of academic level between urban and rural students in compulsory education of Beijing and its causes]. Educational Science Research, 6, 5–9. https://www.cnki.com.cn/Article/CJFDTotal-JYKY201206003.htm
  • Wang, L., Liu, Q., Du, X., & Liu, J. (2017). Chinese mathematics curriculum reform in the 21st century: A review. EURASIA Journal of Mathematics, Science and Technology Education, 13(8), 5311–5326. https://doi.org/10.12973/eurasia.2017.01005a
  • Wang, J., & Wang, X. (2012). Structural equating modeling: Applications using Mplus. John Wiley & Sons Ltd.
  • Watkins, D. (2000). Learning and teaching: A cross-cultural perspective. School Leadership & Management, 20(2), 161–173. https://doi.org/10.1080/13632430050011407
  • Wentzel, K. R. (2009). Students’ relationships with teachers as motivational contexts. In K. R. Wentzel & A. Wigfield (Eds.), Handbook of motivation at school (pp. 301–322). Routledge.
  • Wentzel, K. R., Russell, S., & Baker, S. (2016). Emotional support and expectations from parents, teachers, and peers predict adolescent competence at school. Journal of Educational Psychology, 108(2), 242–255. https://doi.org/10.1037/edu0000049
  • White, K. M. (2016). “My teacher helps me”: Assessing teacher-child relationships from the child’s perspective. Journal of Research in Childhood Education, 30(1), 29–41. https://doi.org/10.1080/02568543.2015.1105333
  • Wright, S. L., Jenkins-Guarnieri, M. A., & Murdock, J. L. (2013). Career development among first-year college students: College self-efficacy, student persistence, and academic success. Journal of Career Development, 40(4), 292–310. https://doi.org/10.1177/0894845312455509
  • Xin, T., & Kang, C. (2012). Qualitative advances of China’s basic education since reform and opening up: A brief overview. Chinese Education & Society, 45(1), 42–50. https://doi.org/10.2753/CED1061-1932450105
  • Xu, Z., & Qi, C. (2019). The relationship between teacher-student relationship and academic achievement: The mediating role of self-efficacy. EURASIA Journal of Mathematics, Science and Technology Education, 15(10), em1758. https://doi.org/10.29333/ejmste/105610
  • Zhang, J., Jin, S., Torero, M., & Li, T. (2018). Teachers and urban-rural gaps in educational outcomes. American Journal of Agricultural Economics, 100(4), 1207–1223. https://doi.org/10.1093/ajae/aay009
  • Zhang, D., & Wang, C. (2020). The relationship between mathematics interest and mathematics achievement: Mediating roles of self-efficacy and mathematics anxiety. International Journal of Educational Research, 104, 101648. https://doi.org/10.1016/j.ijer.2020.101648
  • Zhen, R., Liu, R., Ding, Y., Wang, J., Liu, Y., & Xu, L. (2017). The mediating roles of academic self-efficacy and academic emotions in the relation between basic psychological needs satisfaction and learning engagement among Chinese adolescent students. Learning and Individual Differences, 54, 210–216. https://doi.org/10.1016/j.lindif.2017.01.017
  • Zhou, D., Du, X., Hau, K. T., Luo, H., Feng, P., & Liu, J. (2020). Teacher-student relationship and mathematical problem-solving ability: Mediating roles of self-efficacy and mathematical anxiety. Educational Psychology, 40(4), 473–489. https://doi.org/10.1080/01443410.2019.1696947
  • Zhou, D., Liu, J. Q., & Liu, J. (2021). On the different effects of teacher–student rapport on urban and rural students’ math learning in China: An empirical study. Psychology in the Schools, 58(2), 268–285. https://doi.org/10.1002/pits.22446
  • Zhu, C., Yin, X., Li, Z., & Zhou, L. (2021). Psychological capital differs among rural left-behind children and is associated with emotional and behavioral problems. Frontiers in Psychology, 12, 565385. https://doi.org/10.3389/fpsyg.2021.565385

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