Dimensions of Teacher Self-Efficacy and Their Relations to Student Achievement in TIMSS 2011

Session Information

ERG SES H 13, Students and Teachers in Education

Paper Session

Time:
2016-08-23
11:00-12:30
Room:
OB-H2.32
Chair:
Seaneen Sloan

Contribution

Background and Research Questions

Teacher education and experience have been traditionally viewed as important indicators of teacher quality in educational research, and a number of studies on their effects on student achievement were conducted in Sweden (Myrberg, 2007; Johansson, 2013) and internationally (Darling-Hammond, 2000; Wayne & Youngs, 2003; Nye, Konstantopolous & Hedges, 2004).

 

However, less attention has been paid to teachers’ self-perceptions of their competence, or teacher self-efficacy beliefs. These beliefs in one’s personal capabilities to produce desired levels of performance (Bandura, 1997) are important in explaining teacher behaviors in the classroom and its effects on student performance. Studies conducted on the teacher self-efficacy suggest that it is positively related to teacher instructional practices, aspirations, and commitment to the profession as well as to student attitudes, motivation and learning achievement (Tschannen-Moran& Hoy, 2001, Skaalvik&Skaalvik, 2007, Dellinger et al., 2008, Klassen et al., 2011, Klassen&Tze, 2014).

 

Besides, most of the previous research on teacher efficacy was conducted in the North American region (Klassen et al., 2011), therefore there is a need to investigate this issue in the European context.

 

The aim of this study is to gain a better understanding of the teacher self-efficacy construct and its relation to student learning achievement. The study uses Swedish data from TIMSS 2011 comparative survey of student achievement in mathematics and science, and poses the following research questions:

 

  1. What is the relationship between indicators of teacher self-efficacy in TIMSS 2011 and dimensions of teacher self-efficacy previously described in literature?
  2. How are the identified dimensions of teacher self-efficacy in mathematics related to student mathematics achievement in TIMSS 2011?

 

 

Theoretical framework

There are two main theoretical frameworks underlying the development of a teacher self-efficacy construct (Tschannen-Moran et al., 1998).

 

The first theoretical direction is Bandura’s social cognitive theory (1977; 1986). Within this perspective self-efficacy is defined as a cognitive process in which beliefs of individuals about their capacity to perform a given task at a certain level of achievement are constructed. These beliefs have an impact on: 1) how much effort and persistence one will put in accomplishing a task, 2) how well one can deal with failures and 3) the stress level one experiences when handling demanding assignments.

 

Another theoretical thread is based on Rotter’s (1966) locus of control theory which defined self-efficacy as the extent to which teachers believed that they could control the reinforcement of their actions, depending on whether control was found within themselves or the environment. The concept of teacher self-efficacy within this theoretical framework was defined and measured by mid 1970s by the RAND Corporation researchers (Tschannen-Moran et al., 1998).

 

Since the introduction of the concept, researchers have been developing various conceptualizations and measurements of the teacher self-efficacy (Tschannen-Moran&Hoy, 2001). But despite a significant progress in creating accurate measures of teacher self-efficacy, a number of problems remained: few of the measures clearly reflect the meaning of self-efficacy, take into account the specific contexts of subjects being taught, and use meaningful teaching tasks (Dellinger et al., 2008).

 

Today, debates on definitions, measures and effects of teacher self-efficacy beliefs are still ongoing. The current study attempts to operationalize the construct on the basis on Bandura’s theoretical framework, taking advantage of the data from the most recent international comparative study TIMSS 2011.

Method

This study is based on the data from Swedish participation in TIMSS 2011 (Trends in International Math and Science Study) of the IEA. A total of 153 schools, 364 teachers and 5573 students in grade 8 participated in the study in 2011 (The Swedish National Agency for Education, 2012). Data from TIMSS 2011 offers a promising opportunity to investigate the teacher self-efficacy construct and its measures due to the fact that the teacher background questionnaire includes items measuring self-efficacy beliefs of mathematics and science teachers in grade 8 (Mullis et al., 2009). As teacher self-efficacy beliefs are subject-matter specific, the focus of this study is on mathematics teachers. The first step in operationalizing teacher self-efficacy in TIMSS 2011 was to review the 8th grade mathematics teacher background questionnaire to theoretically define items that best reflect the construct. As a result three sub-domains of teacher self-efficacy were identified: (1) instructional self-efficacy, e.g. ‘In teaching mathematics to this class, how confident do you feel to provide challenging tasks to capable students?’ (2) classroom management(maintaining a positive classroom climate) self-efficacy, e.g. ‘In your view, to what extent do disruptive students limit your teaching?’ and (3) subject-matter self-efficacy, e.g. ‘How well prepared do you feel to teach algebra?’ The next step involves parceling of the selected items to create composite scales of teacher self-efficacy sub-domains and presentation of the descriptive statistics (item and scale N, means and standard deviations). Further, reliability statistics of each of the sub-scales is assessed and correlation analysis between the created parcels is performed. Using each of the identified sub-scales of teacher self-efficacy as a predictor and student mathematics achievement score as an outcome variable a regression analysis is conducted. Patterns of the relationship between teacher self-efficacy sub-domains and student achievement are then examined.

Expected Outcomes

Preliminary results The analysis of frequencies of the selected teacher self-efficacy sub-domains reveals that Swedish mathematics teachers, on average, report quite a high self-efficacy on the subject-matter, i.e. teaching mathematics. At a closer look there are differences between self-efficacy in teaching different mathematics domains: teachers feel most prepared to teach Numbers, and least prepared to teach Statistics and Probability. When it comes to instructional self-efficacy, all items are given high scores by most of the teachers, especially ‘Answering students’ questions about mathematics’ and ‘Showing different strategies to solve problems’. The lower self-efficacy is reported on ‘Adapting teaching to engage student interest’ and ‘Motivating students with low interest for mathematics’. As to the classroom management/maintaining a positive classroom climate self-efficacy sub-domain, students lacking prerequisite knowledge/skills and uninterested students turn out to be a limited factor to successful teaching for most of the mathematics teachers surveyed. Expected outcomes Preliminary findings of the relationship between teachers’ self-efficacy in teaching mathematics and student achievement in this subject support the theoretical assumption of the teacher self-efficacy being positively related to student achievement. Results of this study are expected to have relevance not only for a Swedish context but can also be used in efforts to create a more general model of teacher self-efficacy applicable to various educational contexts. Further research may also be directed to cross-country (both European and international) comparisons of the interesting questions on teacher self-efficacy.

References

Bandura, A. (1977). Social Learning Theory. Englewood Cliffs, NJ: Prentice Hall. Bandura, A. (1986). Social Foundations of Thought and Action: A Social-Cognitive Theory. Englewood Cliffs, NJ: Prentice Hall. Bandura, A. (1997). Self-Efficacy: The Exercise of Control. New York: W.H. Freeman. Darling-Hammond, L. (2000). Teacher Quality and Student Achievement: A Review of State Policy Evidence. Education Policy Analysis Archives, 8(1), 1-44. Dellinger, A., Bobbet, J., Olivier, D., & Ellett, Ch. (2008). Measuring Teacher’s Self-Efficacy Beliefs: Development and Use of the TEBS-Self. Teaching and Teacher Education 24 (751-766). Johansson, S. (2013). On the Validity of Reading Assessments: Relationships Between Teacher Judgements, External tests and Pupil Self-assessment. Gothenburg studies in Education No. 328, Göteborg: ACTA. Klassen, R., Tze, V., Betts, S., & Gordon, K. (2011). Teacher Efficacy Research 1998-2009: Signs of Progress or Unfulfilled Promise? Educational Psychology Review, 23(1), 21-43. Klassen, R. and Tze, V. (2014). Teacher’s Self-Efficacy, Personality and Teacher’s Effectiveness: A Meta-Analysis. Educational Research Review, 12, 59-76. Mullis, I.V.S., Martin, M.O., Ruddock, G.J., O’Sullivan, C.Y., & Preuschof, C. (2009). TIMSS 2011 Assessment Frameworks. Chapter 3. Chestnut Hill, MA: TIMSS & PIRLS International Study Center, Boston College. Myrberg, E. (2007). The Effect of Formal Teacher Education on Reading Achievement of 3rd-Grade Pupils in Public and Independent Schools in Sweden. Educational Studies, 33 (145-162). Nye, B., Konstantopoulos, S., & Hedges, L. V. (2004). How Large Are Teacher Effects? Educational Evaluation and Policy Analysis, 26 (237-257). Tschannen-Moran, M., Woolfolk Hoy, A., & Hoy, W.K. (1998). Teacher efficacy: Its meaning and measure. Review of Educational Research 68 (202-248). Tschannen-Moran, M., Woolfolk Hoy, A. (2001). Teacher Efficacy: Capturing an Elusive Construct. Teaching and Teacher Education 17 (783-805). Skaalvik, E., Skaalvik., S. (2007). Dimensions of Teacher Self-Efficacy and Relations with Strain Factors, Perceived Collective Teacher Efficacy, and Teacher Burnout. Journal of Educational Psychology 99/3 (611-625). The Swedish National Agency for Education (2012). TIMSS 2011. Svenska Grundskoleelevers Kunskaper i Matematik och Naturvetenskap i Ett Internationellt Perspektiv. Stockholm. Wayne, A. J., & Youngs, P. (2003). Teacher Characteristics and Student Achievement Gains: A Review. Review of Educational Research, 73 (89-122).

Author Information

Anna Toropova (presenting / submitting)
University of Gothenburg
Department of Education and Special Education
Gothenburg
Gothenburg University, Sweden
Gothenburg University, Sweden
Gothenburg University, Sweden

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