Causal Explanation of Academic Buoyancy Based on Teacher-Student Interaction, Self-Efficacy and Academic Hope

Document Type : Research Paper

Authors

1 Associate Professor, Department of Educational Sciences, University of Shahid Madani, Tabriz, Iran

2 Ph.D Student, Department of Educational Psychology Shahid Madani University of Azerbaijan, East Azarbaijan , Iran

Abstract

Abstract
The aim of this study was to investigate the relationship between teacher-student interaction and academic buoyancy with the mediating role of academic self-efficacy and academic hope. This study is descriptive and study design is correlational plans type of the structural equations. Statistical population of the study comprised all senior high school students of Urmia in the academic year 2019-2020. A total of 205 individuals were selected through cluster random sampling. Murray and Zvoch teacher-student interaction scale (2011), Patrick, Hicks and Ryan’s academic self-efficacy scale (1997), Khormaie and Kamary academic hope scale (2017) and Hoseinchary and Dehganizade academic buoyancy scale (2012) were used to collect the data. Lisrel software was used to analyze the data and the proposed model was evaluated using structural equation modeling. The results of this study revealed that teacher-student interaction, academic self-efficacy and academic hope were directly related to the academic buoyancy of students. Furthermore, teacher-student interaction was indirectly related to the academic buoyancy of students through academic self-efficacy and academic hope. These findings support the mediating role of academic self-efficacy and academic hope in the causal relationship between teacher-student interaction and academic buoyancy. Accordingly, it can be concluded that improved teacher-student interaction combined with students' academic self-efficacy and academic hope increases their academic buoyancy.    
Introduction
Academic buoyancy is among the factors that protect students against academic problems (Golestaneh & Behzadi, 2019). Academic buoyancy refers to students’ capacity to successfully overcome academic setbacks, difficulty and adversity (Martin & Marsh, 2019). Academic buoyancy is affected by various factors, one of which is self-efficacy (Ranjbar, et al., 2019), defined as an individual’s belief in their ability to complete academic tasks and achieve academic goals (Friesen, 2019). The results of various studies have shown a direct and significant relationship between academic self-efficacy and academic buoyancy (Yun, et al., 2018).
Another factor affecting academic buoyancy is academic hope (Dehghani, et al, 2018), defined as a belief or expectation of education, a belief by which one expects to achieve positive results in one's education (Hansen, et al., 2014). Sadoughi & Hesampour (2019) reported a positive and significant relationship between hope and academic buoyancy.  
Teacher-student interaction is another factor affecting academic buoyancy (Roorda, et al., 2019), defined as classroom management, classroom and non-classroom communication between teachers and students (Zendarski, et al., 2020). Martin and Marsh (2008) concluded that there is a direct relationship between academic buoyancy and the teacher-student interaction, self-efficacy and academic engagement. 
Considering the relationship between these variables, the present study aims to investigate the relationship between teacher-student interaction and buoyancy with the mediating role of academic self-efficacy and academic hope.
Methodology
Given the nature of the subject and purpose of the research, this study is descriptive with correlational design of structural equation modeling. The direct and indirect effects of variables can be investigated in the hypothetical model through this method. We used Lisrel software to analyze the data. Statistical population comprised all senior high school students of Urmia in the academic year 2019-2020. A total of 205 individuals were selected through cluster random sampling.
In this study, the following questionnaires were used to collect data:

Teacher-student Interaction Questionnaire Murray & Zvoch (2011): This questionnaire consists of 17 items in three subscales of relationship (8 items), trust (5 items) and alienation (4 items). Cronbach's alpha of 0.86 confirmed the reliability of this instrument.
Academic Hope Scale (Khormaee & Kamari, 2017). This scale consists of 27 items that measure academic hope in four dimensions: hope to gain opportunity, hope to gain life skills, hope to usefulness of school and hope to gain competency. In this study, Cronbach's alpha test was used to evaluate the reliability of this instrument, which was 0.90.
Academic Self-efficacy Questionnaire (Patrick, Hicks & Ryan, 1997). This scale has five items that reflect students' perceptions of their competence in completing class assignments. Cronbach's alpha of 0.93 confirmed the reliability of this instrument in the present study.
Academic Buoyancy Questionnaire (Hosseinchari & Dehganizade, 2010): This questionnaire consists of 9 items. Cronbach's alpha of 0.94 confirmed the reliability of this instrument in the present study.

Results
Of the study population, 102 were boys and 103 were girls. Furthermore, 30 were in the tenth grade, 40 in the eleventh grade and 135 in the twelfth grade. Table 1 shows the results for direct and indirect effect coefficients.
According to Table 1, the direct effect of student-teacher interaction on academic hope (0.63), on academic self-efficacy (0.60) and on academic buoyancy (0.36) are significant at P<0.001. The direct effect of academic hope on academic buoyancy (0.22) and the direct effect of academic self-efficacy on academic buoyancy (0.19) are also significant at P<0.001. Student-teacher interaction indirectly and significantly affected academic buoyancy with the mediating role of academic hope (0.14, P<0.01) and with the mediating role of academic self-efficacy (0.11, P<0.05). To evaluate the fit of the tested model, three categories of indicators of absolute, comparative and parsimonious fit were used. According to Kline (2011) criteria, the results showed that the model of the present study has a good fit.
Conclusion
The results showed that teacher-student interaction is directly related to academic buoyancy, and indirectly related to academic buoyancy through academic hope and academic self-efficacy. Meanwhile, academic hope and self-efficacy are both directly related to academic buoyancy. Teacher-student interaction is directly related to academic hope and self-efficacy. Among the limitations of the present study are statistical population of the research limited to high school students, failure to prove cause and effect in the structural equation model, and the lack of confidence in the answers of the participants. It is suggested that future research examine the role of other social and individual factors affecting academic buoyancy.

Keywords

Main Subjects


Alghamdia, A., Karpinski, A. C., Lepp, A. & Barkley, J. (2020). Online and face-to-face classroom multitasking and academic performance: Moderated mediation with self-efficacy for self-regulated learning and gender. Computers in Human Behavior, 102, 214-222.
Ashrafzade, T., Issazadegan, A. & Michaeeli Manee, F. (2018). The Mediating role of study skills in the effect of academic self-efficacy, epistemological beliefs and academic anxiety on academic performance of middle school students. Knowledge & Research in Applied Psychology, 19(4), 103-113. doi:10.30486/jsrp.2018.545642. (Text in Persian).
Bakhshi, N. & Fouladchang, M. (2018). Relationship between school climate and academic resilience: The mediating role of academic vitality. Journal of Educational Psychology Studies, 30, 51-80. (Text in Persian).
Barani, H., Rahpeima, S. & Khormaee, F. (2019). Relationship between academic hope and academic avoidance: The mediating role of academic self-regulation. Developmental Psychology: Iranian Psychologists, 15(59), 323-335. (Text in Persian).
Bayrami, M., Hashemi, T., Fathi Azar, E. & Ala’I, P. (2012). The impact of teacher–student relationship on traditional and cyber bullying among female students of middle schools. Educational Psychology, 8(26), 151-176. (Text in Persian). 
Bianfar, F. (2018). The effectiveness of group hope therapy based on snyder approach on academic self beliefs, academic vitality and psychological well-being of students. Quarterly Journal of Educational Leadership & Administration, 12(3), 31-51. (Text in Persian).
Byrne, B. M. (2016). Structural equation modeling with AMOS: Basic concepts, applications and programming. Routledge.
Chena, J., Huebner, E. S. & Tian, L. (2020). Longitudinal relations between hope and academic achievement in elementary school students: Behavioral engagement as a mediator. Learning and Individual Dierences, 78, 110-120.
Crouch, J. L., Jamil, F., Pianta, R. C., Rudasill, K. M. & De Coster. J. (2018). Observed quality and consistency of fifth graders’ teacher student interactions: Associations with feelings, engagement and performance in school. SAGE Open-Research Paper, 1-11.https://doi.org/10.1177/2158244018794774.
Dehghani, Y., Hekmatian, S. & pasalari, M. (2018). Comparison of academic hope, academic buoyancy and academic engagement in students with and without learning disorder. Psychology of Exceptional Individuals, 8(31), 215-236. doi: 10.22054/jpe.2019.35387.1845. (Text in Persian).
Esmailzade Ashini, M., Garavand, Y., Mansouri keryani, R. & Hajiyakhchali, A. (2020). Comparison of the causal relationship between academic buoyancy and academic engagement with the role of mediator self-efficacy in second grade students. The Journal of New Thoughts on Education, 15(4), 251-282. doi:10.22051/jontoe.2020.23744.2473. (Text in Persian).
Friesen, H. H. (2019). The role of mentoring on hispanic graduate students’ sense of belonging and academic self-efficacy. Journal of Hispanic Higher Education, 1-13.
Gefen, D., Straub, D. & Boudreau, M. C. (2000). Structural equation modeling and regression: Guidelines for research practice. Communications of the association for information systems, 7, 1-78.
Gholamipour, M., Towhidi, A. & Askarizade, G. (2018). Academic hopefulness, academic achievement and academic motivation with the mediation role of academic optimism among married female students. Quarterly journal of Training in Police Science, 6(21), 145-172. (Text in Persian). 
Golestaneh, S. M. & Behzadi, A. (2019). Effectiveness of positive psychology intervention training on increasing well-being, academic buoyancy and academic achievement in female students. Quarterly of Applied Psychology, 13(2), 187-208. (Text in Persian).
Hajiyakhchali, A., Morovati, Z. & Fathi, F. (2014). The relationship between personality characteristics, beliefs about intelligence and achievement goals with academic self-efficacy of female high school students. Journal of Personality & Individual Differences, 3(4), 75-93. (Text in Persian).
Hansen, M. J., Trujillo, D. J., Boland, D. L. & Mac Kinnon, J. L. (2014). Overcoming obstacles and academic hope: An examination of factors promoting effective academic success strategies. Journal of College Student Retention, 16(1) 49-71. 
Hirvonena, R., Yli-Kivistöa, L., Putwainb, D. W., Ahonena, T. & Kiurua, K. (2019). School-related stress among sixth-grade students –Associations with academic buoyancy and temperament. Learning and Individual Differences, 70, 100-108.
Homan, H. A. (2008). Structural Equation Modeling with Lisrel Application. Tehran: Samt Publishing. (Text in Persian).
Hosseinchari, M., Ghezehbigloo., F. & Jowkar, B. (2019). Mediaation role of goal orientation in the relationship between teacher-student interaction and self-efficacy with academic buoyancy. Educational Psychology, 15(52), 45-85. (Text in Persian).
Hosseinchari, M. & Dehganizade, M. H. (2010). Academic buoyancy and perception of family communication patterns: The mediating role of self efficacy. Journal of Teaching and learning studies, 4(2), 22-47. (Text in Persian).
Javadi-Elmi, L., Asadzadeh, H., Delavar, A. & Dortaj, F. (2018). Causal modeling of students' academic engagement based on self-efficacy and help-seeking with the mediation of academic buoyancy. Journal of Researches Behavior Science, 16(2), 162-167. (Text in Persian).
Kabini Moghadam, S., Entesare Foumani., GH., Hejazi, M. & Asadzadeh, H. (2019). The effectiveness of instruction of self-regulated learning strategies to increase educational buoyancy and educational conscience of procrastinating students. Educational Psychology, 4(50), 171-193. (Text in Persian).
Kamari, S., Fouladchang, M., Khormaee, F., Shekhaleslami, R. & Jokar, B. (2018). A causal explanation of academic engagement based on social cognition: The mediating role of academic and social positive emotions. Developmental Psychology: Iranian Psychologists, 14(55), 269-284. (Text in Persian).
Khormaee, F. & Kamari, S. (2017). Construction and examine the psychometric characteristics the  academic hope scale. Quarterly Journal of Cognitive Strategies in Learning, 5(8), 15-37. (Text in Persian).
Kiani, A. & Karimianpour, GH. (2019). The role of quality of life in school and self-regulation in predicting students' academic vivacity. Journal of school psychology, 8(1), 173-191. (Text in Persian).
Kline, R. B. (2011). Principles and practice of structural equation. Modeling. (3nd).
Lan, X. & Moscardino, U. (2019). Direct and interactive effects of perceived teacher student relationship and grit on student wellbeing among stay-behind early adolescents in urban China. Learning and Individual Differences, 69, 129-137.
Lari, N., Hejazi, E., Ejei, J. & Jokar, B. (2019). Teachers’ perception of the factors influential on teacher-student relationship: A phenomenological analysis. Quarterly journal of Educational Innova tions, 70(18), 53-80. (Text in Persian).
Mansoory Nezhad, R., Behroozy, N. & SHehni Yeylagh, M. (2015). The relationship between personality characteristics with teacher-sstudent relationship quality in students of high school. Applied Research in Educational Psychology, 2(2), 80-89. (Text in Persian). 
Martin, A. J. & Marsh, H. W. (2006). Academic resilience and its psychological and educational correlates: A construct validity approach. Psychology in the schools, 43(3), 267-281.
Martin, A. J. & Marsh, H. W. (2008). Academic buoyancy: Towards an understanding of students every day academic resilience. Journal of school psychology, 46, 53-83.
Martin, A. J. & Marsh, H. W. (2019). Investigating the reciprocal relations between academic buoyancy and academic adversity: Evidence for the protective role of academic buoyancy in reducing academic adversity over time. International Journal of Behavioral Development, 1–12.
Middleton, M. J. & Midgley, C. (1997). Avoiding the demonstration of lack ability: An under explored aspect of goal theory. Journal of Educational Psychology, 7(3), 710–718.
Midgley, C., Maehr, M. L., Hruda, L., Anderman, E. M., Anderman, L., Freeman, K. E., Gheen, M., Kaplan, A., Kumar, R., Middleton, M. J., Nelson, J., Roeser, R. & Urdan, T. (2000). Manual for the patterns of adaptive learning scales (PALS). Ann arbor, MI: University of Michigan.
Mirhashemi Rooteh, Z. & Shokri, O. (2018). The relationship between perceived self-efficacy beliefs and interpersonal teacher-student behavior: The mediating role of teacher's emotions. Quarterly Journal of Research in School and Virtual Learning, 6(3), 37-52. (Text in Persian).
Murray, C. H. & Zvoch, K. (2011). The inventory of teacher student relationships: Factor structure, reliability and validity among african american youth in low-income urban schools. Journal of Early Adolescence, 31(4), 493–525.
Murray, C. H. & Zvoch, K. (2011). Teacher student relationships among behaviorally at-risk african american youth from low-income backgrounds: Student perceptions, teacher perceptions and socio emotional adjustment correlates. Journal of Emotional and Behavioral Disorders, 19(1), 41– 54.
Olivier, E., Azarnia, P., Morin, A. J. S., Houle, S. A., Dube, C., Tracey, D. & Maiano, C. (2020). The moderating role of teacher student relationships on the association between peer victimization and depression in students with intellectual disabilities. Research in Developmental Disabilities, 98, 103-115.
Pekrun, R. (2000). A social-cognitive, control-value theory of achievement emotions. International Journal of Heckhausen (Ed.), Motivational Psychology of Human Development, 143-163.
Rameli, M. R. M. & Kosnin, A. M. (2018). Framework of school students academic buoyancy in mathematics: The roles of achievement goals orientations and self-regulation. Advanced science letters. V 24. Issue 1. P 523-555. DOI: 10.1166/as1.2018.12068.
Ranjbar, M., Mohammadalizadeh, P., Sadeghimahalli, F., RazaviPoor, M., Yaserifar, A. & Amuei, F. (2019). Educational vitality and self-efficacy prediction based on self-directed learning of students at Mazandaran university of medical sciences. Educational Development of Judishapur, 10(3), 153-163. doi:10.22118/edc.2019.93661. (Text in Persian).
Raoof, K., Khademi, M. & Naghsh, Z. (2019). Relationship between perfectionism and academic proc rastination: the mediating role of academic self-efficacy, self-esteem and academic self-handicapping. The Journal of New Thoughts on Education, 15(1), 207-236. doi:10.22051/jontoe.2017.14118.1684. (Text in Persian).
Roorda, D. L., Jorgensen, T. D. & Koomen, H. M. Y. (2019). Different teachers, different relation ships? Student teacher relationships and engagement in secondary education. Learning and Individual Dierences, 75, 110-122.
Sadoughi, M. & Hesampour, F. (2019). The mediating role of happiness in the relation between hope and academic self- efficacy with academic buoyancy among students. Journal of Rooyeshe-Ravanshenasi, 8(9), 21-30. (Text in Persian).
Scales, P. C., Pekel, K., Sethi, J., Chamberlain, R. & Van Boekel, M. (2019). Academic year changes in student teacher developmental relationships and their linkage to middle and high school students’ motivation: A mixed methods study. Journal of Early Adolescence, 1–38.
Seligman, M. E. P. (2002). Authentic happiness: using the new positive psychology to realize your potential for lasting fulfillment. New York: Free Press.
Shahbaziyan Khonig, A., Samimi, Z. & Habibi Kaleybar, R. (2018). Discrimination of students with high and low academic vitality based on academic optimism and goal orientation. New Thoughts on Education, 14(1), 247-268. (Text in Persian).
Shen, C. X. (2018). Does school-related internet information seeking improve academic self-efficacy? The moderating role of internet information seeking styles. Computers in Human Behavior, 86, 91-98.
Snyder, C. R., Rand, K. L. & Sigmon, D. R. (2002). Hope theory. In C. R. Snyder & S. J. Lopez (Eds.), Handbook of positive psychology (pp. 257-276). New York, NY: Oxford University Press.
Yun, S., Hiver, P. & Al-Hoorie, A. H. (2018). Academic buoyancy: Exploring learners’ everyday resilience in the language classroom. Studies in Second Language Acquisition, 40, 805–830. https://doi.org/10.1017/S0272263118000037.
Zendarski, N., Haebich., K., Bhide, S., Quek, J., Nicholson., J. M., Jacobs, K. E., Efron, D. & Sciberras, E. (2020). Student teacher relationship quality in children with and without ADHD: A cross – sectional community based study. Early Childhood Research Quarterly, 51, 275-284.