The relationship between perceived teacher support and mathematics performance: The mediating roles of mathematics internal motivation, anxiety and self-efficacy

Document Type : Research Paper

Authors

1 MA in Educational psychology, University of Kashan, Kashan, Iran

2 Assistant professor, Department of psychology, Faculty of humanities, University of Kashan, Kashan, Iran

Abstract

Abstract
Several intrapersonal and external factors could affect students’ learning and performance in mathematics. This study aimed to explore the relationship between students’ perceived teacher support and mathematics performance by considering the mediating roles of mathematics self-efficacy, internal motivation, and anxiety. Multi-stage sampling was used to choose 408 students. The SEM findings suggested that the proposed model had a good fit. Additionally, there was a significant, positive relationship between perceived teacher support and mathematics performance. Moreover, perceived teacher support could explain students’ mathematics performance via the mediating roles of mathematics self-efficacy, anxiety, and internal motivation. Furthermore, mathematics self-efficacy affected the other two mediating variables and thereby influenced mathematics performance. The findings implied that mathematics performance could significantly be improved by paying especial attention to different types of teacher support and making educational interventions for increasing teachers’ supportive behaviors, which can consequently increase mathematics self-efficacy and motivation and decrease mathematics anxiety.
Introduction
Learning mathematics in school and students’ mathematics achievement have received growing theoretical and empirical research attention. However, students still experience failure and different cognitive and academic problems in mathematics. Different learner internal and learner external factors can affect mathematics achievement. Among the external factors, the role of teachers is very crucial since students spend much time and have numerous interactions with them. Perceived teacher support or students’ perceptions of being cared, respected, and valued by their teachers is an important factor in student-teacher relationships (Hughes et al., 2012). Teacher support is a meta-construct, i.e., teachers can provide their students with different types of support, which could have unique impact on students’ attitudes and behaviours (Tennant et al., 2015) and considerably improve academic achievement (Sakiz, Pape, & Hoy, 2012).
Past research has shown that motivational factors are important learner internal factors which can significantly affect academic achievement. Anxiety is a negative emotion which is experienced by many students in mathematics classes. A growing body of studies have indicated the detrimental effect of negative emotions such as anxiety on students’ academic performance and achievement, which might even cause student dropout (Goetz et al., 2013).
Self-efficacy is another important motivational factor which can affect academic achievement. Self-efficacy, or students’ beliefs in their abilities to perform academic tasks, is a key motivational factor which could influence mathematics anxiety (Jain & Dowson, 2009). Students with higher levels of self-efficacy are more flexible in their thoughts and perceptions about themselves (Caprara et al., 2008). Consequently, they would hold positive perceptions about their abilities, consider problems as challenges which could be overcome, regulate their negative emotions, and have satisfactory academic performance (Caprara, et al. 2008).
Teacher support can predict learners’ internal motivation for doing homework and making efforts as well as their self-concept (Hughes et al., 2012). Students who perceive more teacher support experience less negative and more positive emotions. The results of a study by Dietrich, et al. (2015) showed a direct relationship between perceived teacher support, task internal value, and effort.
The present study examines the relationship between perceived teacher support (as an external factor) and mathematics achievement by considering the mediating roles of internal motivation, mathematics self-efficacy, and math anxiety (as internal factors).
 
Method
This study was quantitative, descriptive, and correlational. The data analyses were performed by SPSS and Amos using Maximum Likelihood Estimation (MLE). A total of 420 students were selected using multi-stage cluster sampling from the statistical population of all male and female students studying in first-round high school (N=11910).
Perceived teacher support was measured by three sub-scales. Emotional and instrumental support sub-scales were adopted from Skaalvik and Skaalvik (2013). Additionally, appraisal support was assessed by Wong, Tao, and Konishi (2018). The three sub-scales had acceptable validity and reliability in this study. Internal motivation for mathematics was assessed using six items from Federici and Skaalvik (2014). In addition, mathematics self-efficacy and anxiety were assessed by 15 and 14 items, respectively, adopted from May (2009). Finally, mathematics achievement in this study was considered as the mean of students’ scores in their last three exams.
 
Result
The results indicated that teacher support could directly predict mathematics achievement. In addition, mathematics achievement was indirectly predicted by teacher support through mathematics anxiety, internal motivation, and self-efficacy. Fig. 1 presents standardized path coefficients for the mediation model. It should be noted that 49% of mathematics achievement variance was explained by endogenous and exogenous variables. Additionally, 55, 54, and 26% of mathematics anxiety, internal motivation, and self-efficacy variances were explained by endogenous and exogenous variables. Table 1 shows the fit indices of the structural model proposed in this study.
Discussion and conclusion
The findings indicated that there was a significant and positive relationship between teacher support and mathematics achievement, which is consistent with previous studies (e.g., Dietrich, et al., 2015; Wong, Tao, & Konishi, 2018). Teachers can enhance their learners’ mathematics achievement by providing them with different types of support such as emotional, appraisal, and instrumental. When students feel their teacher’s care and support, they would display higher levels of commitment and fewer problematic behaviors. In addition, students would be more persistent in doing their homework and cooperative in classroom activities.
Furthermore, the SEM results showed that teacher support can reduce mathematics anxiety, which could increase mathematics achievement. When students receive adequate teacher support, they may have a better relationship with their teacher and feel loved, respected, and supported. Therefore, they would experience less anxiety, which can help them better focus on learning materials and improve their achievement. Further, perceived teacher support could enhance learners’ internal motivation and, in turn, mathematics achievement. In fact, perceived teacher support is related to students’ perceptions of utility and intrinsic value of mathematics. In other words, students who perceive higher levels of teacher support tend to consider mathematics as useful and enjoy learning it.   
In addition, both mathematics self-efficacy and internal motivation mediated the relationship between teacher support and mathematics achievement. Mathematics self-efficacy also affected anxiety and motivation, which in turn improved mathematics achievement. More specifically, perceived teacher support promoted self-efficacy and motivation and reduced anxiety, which consequently enhanced students’ mathematics achievement. In fact, students who receive higher levels of teacher support have higher self-efficacy, can identify their strengths and weaknesses, and consider failures and mistakes as opportunities for their future achievements. Therefore, they would be more internally motivated and be able to adopt learning goals, rather than performance goals, which can consequently promote their mathematics achievement.
It is suggested that significant measures be taken to increase teacher support. For example, practical interventions could be made to train teachers for improving their relationships with students so that they can provide students with a wide range of support in mathematics classes, which can help promote self-efficacy and motivation and reduce anxiety.

Keywords


Ahmed, W. Minnaert, A., Van der Werf, G., & Kuyper, H. (2010). Perceived social support and early adolescents’ achievement: The mediational roles of motivational beliefs and emotions. Journal of youth and adolescence, 39 (1): 36-46.
Alipour Birgandi, S., Sahaghi, H., & Jelodari, A. (2015). The relationship between perceived social support and academic self-efficacy with social adjustment. Development Strategies in Medical Education, 2 (1): 26-37. (Text in Persian).
Andersson, C., & Palm, T. (2017). The impact of formative assessment on student achievement: A study of the effects of changes to classroom practice after a comprehensive professional development programme. Learning and Instruction, 49, 92-102.
Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational psychologist, 28 (2): 117-148
Birch, S. H., & Ladd, G. W. (1997). The teacher-child relationship and children's early school adjustment. Psychology, 35 (1): 61-79.
Caprara, G. V., Di Giunta, L., Eisenberg, N., Gerbino, M., Pastorelli, C., & Tramontano, C. (2008). Assessing Journal of school regulatory emotional self-efficacy in three countries. Psychological assessment, 20 (3): 227.
Chiu, M. M., & Chow, B. W. Y. (2011). Classroom discipline across forty-one countries: School, economic, and cultural differences. Journal of Cross-Cultural Psychology42 (3): 516-533.
Comrey, A. L., & Lee, H. B. (1992). A first course in factor analysis. Hillsdale, NJ: Erlbaum.
Crosnoe, R., Johnson, M. K., & Elder Jr, G. H. (2004). School size and the interpersonal side of education: An examination of race/ethnicity and organizational context. Social Science Quarterly, 85 (5): 1259-1274.
Danielsen, A. G., Wiium, N., Wilhelmsen, B. U., & Wold, B. (2010). Perceived support provided by teachers and classmates and students' self-reported academic initiative. Journal of School Psychology48 (3): 247-267.
Dietrich, J., Dicke, A. L., Kracke, B., & Noack, P. (2015). Teacher support and its influence on students' intrinsic value and effort: Dimensional comparison effects across subjects. Learning and Instruction, 39, 45-54.
Erden, M., & Akgül, S. (2010). Predictive power of math anxiety and perceived social support from teacher for primary students’ mathematics achievement. Journal of Theory & Practice in Education (JTPE), 6 (1): 3-16.
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.
Gielen, S., Peeters, E., Dochy, F., Onghena, P., & Struyven, K. (2010). Improving the effectiveness of peer feedback for learning. Learning and instruction20 (4): 304-315.
Goetz, T., Bieg, M., Lüdtke, O., Pekrun, R., & Hall, N. C. (2013). Do girls really experience more anxiety in mathematics? Psychological science, 24 (10): 2079-2087.
Goodenow, C., & Grady, K. E. (1993). The relationship of school belonging and friends' values to academic motivation among urban adolescent students. The Journal of Experimental Education62 (1): 60-71.
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.
Hejazi, E., Khezri, A., & Amani, J. (2012). The relationship between teacher autonomy support and English self-efficacy: the mediation of basic psychological needs. Learning and Instruction Studies, 4 (1): 29-50.
Hughes, J. N., Wu, J. Y., Kwok, O. M., Villarreal, V., & Johnson, A. Y. (2012). Indirect effects of child reports of teacher–student relationship on achievement. Journal of educational psychology, 104 (2): 350-365.
Jain, S., & Dowson, M. (2009). Mathematics anxiety as a function of multidimensional self-regulation and self-efficacy. Contemporary Educational Psychology, 34 (3): 240-249.
Klem, A. M., & Connell, J. P. (2004). Relationships matter: Linking teacher support to student engagement and achievement. Journal of school health74 (7): 262-273.
Lapointe, J. M., Legault, F., & Batiste, S. J. (2005). Teacher interpersonal behavior and adolescents’ motivation in mathematics: A comparison of learning disabled, average, and talented students. International Journal of Educational Research43 (1-2): 39-54.
Lei, H. (2017). The Relationship between Teacher Support and Students’ Academic Emotions: A Meta-Analysis. Frontiers in psychology, 8, 2288.
Longobardi, C., Prino, L. E., Marengo, D., & Settanni, M. (2016). Student-teacher relationships as a protective factor for school adjustment during the transition from middle to high school. Frontiers in psychology, 7, 1988.
MacCallum, R., C., Widaman, K. F., Zhang, S., Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4, 84-99.
Malecki, C. K., & Demaray, M. K. (2003). What type of support do they need? Investigating student adjustment as related to emotional, informational, appraisal, and instrumental support. School psychology quarterly, 18 (3): 231.
May, D. K. (2009). Mathematics self-efficacy and anxiety questionnaire (Doctoral dissertation, University of Georgia).
Mikaeeli Manba, F., Maddavi fard, S., Eesa Zadegan, A., & Mohana, S. (2017). Structural relationship between hope, academic self-efficacy and perceived classroom environment with academic motivation. Journal of Educational Psychology Studies, 14 (25): 57-88. (Text in Persian).
Moradi, M., Dehghani-Zade, M. H., & Soleymani Khashab, A. (2015). The relationship between perceived social support and academic buoyancy: the mediating role of self-efficacy, Quarterly Studies in Learning and Instruction, 10 (1): 1-24. (Text in Persian).
Newman, R. S., & Schwager, M. T. (1993). Students' perceptions of the teacher and classmates in relation to reported help seeking in math class. The Elementary School Journal, 94 (1): 3-17.
Niehaus, K., Rudasill, K. M., & Rakes, C. R. (2012). A longitudinal study of school connectedness and academic outcomes across sixth grade. Journal of School Psychology, 50 (4): 443-460.
Pakarinen, E., Aunola, K., Kiuru, N., Lerkkanen, M. K., Poikkeus, A. M., Siekkinen, M., & Nurmi, J. E. (2014). The cross-lagged associations between classroom interactions and children’s achievement behaviors. Contemporary educational psychology, 39 (3): 248-261.
Patrick, H., Kaplan, A., & Ryan, A. M. (2011). Positive classroom motivational environments: Convergence between mastery goal structure and classroom social climate. Journal of Educational Psychology, 103 (2): 367.
Pekrun, R., Frenzel, A. C., Goetz, T., & Perry, R. P. (2007). The control-value theory of achievement emotions: An integrative approach to emotions in education. . In P. A. Schutz & R. Pekrun (Eds.), Emotions in education (pp. 13-36). San Diego: Academic Press.
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students' self-regulated learning and achievement: A program of qualitative and quantitative research. Educational psychologist, 37 (2): 91-105.
Pintrich, P. R. (2004). A conceptual framework for assessing motivation and self-regulated learning in college students. Educational psychology review, 16 (4): 385-407.
Piriaei, S., & Khademi, M. (2016). Designing and Testing a Model of the effect of school goal structure on student’s motivational constructs considering the mediating role of perceived teacher’s support. Educational Psychology, 11 (38): 1-20. (Text in Persian).
Ramazani, M., Khamesan, A., & Rastgoumoghadam, M. (2019). The relationship between the perceived social support from teacher and academic engagement: The mediating role of academic self-regulation. Educational Innovations, 17 (4): 107-124. (Text in Persian).
Rastegar, A., Jahromi, R. G., Haghighi, A. S., & Akbari, A. R. (2010). The relation of epistemological beliefs and mathematics achievement: the mediating role of achievement goals, mathematics self-efficacy, and cognitive engagement. Procedia-Social and Behavioral Sciences, 5, 791-797.
Ryan, A. M., & Patrick, H. (2001). The classroom social environment and changes in adolescents’ motivation and engagement during middle school. American Educational Research Journal, 38 (2): 437-460.
Sadoughi, M., & Hejazi, S. Y. (2021). Teacher support and academic engagement among EFL learners: The role of positive academic emotions. Studies in Educational Evaluation, 70, 101060.
Sakiz, G. (2007). Does teacher affective support matter? An investigation of the relationship among perceived teacher affective support, sense of belonging, academic emotions, academic self-efficacy beliefs, and academic effort in middle school mathematics classrooms (Doctoral dissertation, The Ohio State University).
Sakiz, G., Pape, S. J., & Hoy, A. W. (2012). Does perceived teacher affective support matter for middle school students in mathematics classrooms?. Journal of school Psychology, 50 (2): 235-255.
Semmer, N. K., Elfering, A., Jacobshagen, N., Perrot, T., Beehr, T. A., & Boos, N. (2008). The emotional meaning of instrumental social support. International Journal of Stress Management, 15 (3): 235.
Sharifi Saki, S., Fallah, M., & Zare, H. (2014). Role of mathematics self-efficacy, mathematics self-concept and perceived classroom environment in students’ mathematics achievement with controlling the gender role. Research in School and Virtual Learning, 1 (4): 18-28. (Text in Persian).
Skaalvik, E. M., & Skaalvik, S. (2013). School goal structure: Associations with students’ perceptions of their teachers as emotionally supportive, academic self-concept, intrinsic motivation, effort, and help seeking behavior. International Journal of Educational Research, 61, 5-14.
Skinner, E., Furrer, C., Marchand, G., & Kindermann, T. (2008). Engagement and disaffection in the classroom: Part of a larger motivational dynamic?. Journal of educational psychology, 100(4): 765.
Suldo, S. M., Friedrich, A. A., White, T., Farmer, J., Minch, D., & Michalowski, J. (2009). Teacher support and adolescents' subjective well-being: A mixed-methods investigation. School psychology review, 38 (1): 67.
Tennant, J. E., Demaray, M. K., Malecki, C. K., Terry, M. N., Clary, M., & Elzinga, N. (2015). Students’ ratings of teacher support and academic and social–emotional well-being. School psychology quarterly, 30 (4): 494.
Tobias, S., & Weissbrod, C. (1980). Anxiety and mathematics: An update. Harvard Educational Review, 50 (1): 63-70.
Toisercani Ravari, F., Arabzadeh, M., & Kadivar, P. (2015). The relationship between classroom environment, achievement goals and reflective thinking with students' mathematics performance. Journal of School Psychology, 4 (1): 52-69. (Text in Persian).
Usher, E. L., & Pajares, F. (2009). Sources of self-efficacy in mathematics: A validation study. Contemporary educational psychology34(1): 89-101.
Wit, D. J. D., Karioja, K., Rye, B. J., & Shain, M. (2011). Perceptions of declining classmate and teacher support following the transition to high school: Potential correlates of increasing student mental health difficulties. Psychology in the Schools, 48 (6): 556-572.
Wong, T. K. Y., Tao, X. & Konishi, C. (2018). Teacher support in learning: Instrumental and appraisal support in relation to math achievement. Issues in Educational Research, 28 (1): 202-219
Yıldırım, S. (2012). Teacher support, motivation, learning strategy use, and achievement: A multilevel mediation model. The Journal of Experimental Education, 80 (2): 150-172.