State teacher union strength and student achievement

A new and very small literature has provided evidence that students have lower test scores in larger school districts and in districts in which the district's teachers union has negotiated a contract that is more favorable to the district's teachers. The teachers’ unions at the state and national levels contribute a great deal of money to candidates for state and federal offices. This gives the unions some influence in passing (defeating) bills that would help (harm) the state's teachers. We introduce two novel measures of the strength of the state-wide teachers union: union dues per teacher and union expenditures per student. These reflect the key role of political influence for state-wide unions. We provide remarkably strong evidence that students in states with strong teachers unions have lower proficiency rates than students in states with weak state-wide teacher unions.     

The role of social capital for teacher professional learning and student achievement: A systematic literature review

This systematic review synthesises research on social capital in relation to teachers and teacher professional learning between the years 2004–2019. The study was guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement and the Weight of Evidence framework for quality and relevance appraisal. After applying eligibility criteria, 66 empirical items were included in the final review. The review finds that social capital among teachers has been associated with five categories of outcomes: 1) teacher professional development, 2) the implementation of change, 3) the introduction of new and beginning teachers, 4) teacher retention and job satisfaction, and 5) improved student achievement. These have, in turn, been associated with the implicit outcome of promoting educational equity. A synthesis of enablers and barriers to building social capital among teachers identifies the pervasive role of organisational structures for moderating the relationship between social capital and these outcomes. Findings indicate that different organisational structures may foster different social capital dimensions, such as bonding, bridging, and linking. More research is needed on the relationship between these dimensions and schools' organisational structure to promote the desired outcomes of teacher social capital identified in this review.     

Teacher credentials and student achievement: Longitudinal analysis with student fixed effects

We use a rich administrative dataset from North Carolina to explore questions related to the relationship between teacher characteristics and credentials on the one hand and student achievement on the other. Though the basic questions underlying this research are not new—and, indeed, have been explored in many papers over the years within the rubric of the “education production function”—the availability of data on all teachers and students in North Carolina over a 10-year period allows us to explore them in more detail than has been possible in previous studies. We conclude that a teacher's experience, test scores and regular licensure all have positive effects on student achievement, with larger effects for math than for reading. Taken together the various teacher credentials exhibit quite large effects on math achievement, whether compared to the effects of changes in class size or to the socio-economic characteristics of students.     

The determinants of student achievement in Turkey

Recent achievement test results show that Turkish students have been performing poorly compared to students from other countries. Using science literacy results from the PISA 2006 survey, we aim to measure the determinants of student achievement in Turkey within the education production function framework. We find that program types have large effects on student achievement. Since many students are allocated across program types as a result of a centralized exam, we try to control for past academic achievement and also for differences in the average socioeconomic background of students in a given school. The results indicate that students cluster in schools according to their socioeconomic background, and previous academic record is important, however, the effects of program types persist. Policies to augment socioeconomic background, such as conditional cash transfers and lifelong learning programs that prioritize parents will increase educational output.     

Achievement and engagement: How student characteristics influence teacher judgments

Teachers' judgments of student characteristics are affected not only by the characteristic in question, but also by other factors. This article presents three studies examining whether students' achievement influences teachers' judgments of their engagement (as a proxy for motivation) and vice versa. First, a field study was conducted with N = 52 teachers and N = 1135 students. Structural equation modeling revealed an effect of student achievement on teacher judgments of student engagement and an effect of student engagement on teacher judgments of student achievement—above and beyond the association of each student characteristic with teacher judgments of that characteristic. These results were then replicated in two experimental studies involving a computer simulation of an instructional situation, the Simulated Classroom, with N = 40 and N = 181 teacher candidates, respectively. The psychological determinants of the effects observed are discussed, as are their practical implications.     

The effects of sustained classroom-embedded teacher professional learning on teacher efficacy and related student achievement

This paper reports on the impact of a classroom-embedded professional learning (PL) program for mathematics teaching in two contrasting districts in Canada, and investigates the relationship between teacher efficacy and student achievement. Before the PL, District A had lower teacher efficacy and student achievement than District B, but after the PL, this situation was reversed. Qualitative analysis revealed that the two districts reported learning very different things from the PL opportunity. The complexities of context, prior learning experiences, goal setting, and persistence of participants all factored into what and how teachers learned.     

Observational,student, and teacher perspectives on interpersonal teacher behavior: Shared and unique associations with teacher and student emotions

Teachers’ interpersonal behavior in class is important for teacher and student emotions. Often the same rater (either teacher or students) is used to assess both perceptions of teacher behavior and emotions, which makes it vulnerable to common-method bias. Including other perspectives on teacher behavior has been proposed as a solution, but it is unclear to what extent different perspectives are correlated and how to separate their shared and unique variance in explaining emotions. Behavior of 80 teachers was rated from three perspectives (observers, students, and teachers) in terms of Agency (i.e., social influence) and Communion (i.e., friendliness). The three perspectives overlapped more strongly for teacher agency than for communion. Especially for students, teacher communion was a stronger predictor of emotions than agency. Our innovative statistical approach showed that the strong association between ratings of teacher behavior and emotions of the same rater are unlikely to result from common-method bias only.     

Associations of student temperament and educational competence with academic achievement: The role of teacher age and teacher and student gender

We examined associations of teacher-perceived student temperament and educational competence with school achievement, and how these associations were modified by students’ gender and teachers’ gender and age. Participants were 1063 Finnish ninth-graders (534 boys) and their 29 Mother Language teachers (all female) and 43 Mathematics teachers (17 male) from a population-based sample. All temperament and educational competence traits were associated with both grades, but more clearly with Mathematics. Boys received systematically lower Mother Language grades but higher Mathematics grades than girls. Teacher gender had no effect on school grades, while teacher age had an effect only on Mother Language.     

Factors affecting writing achievement: mapping teacher beliefs

The intersection of teacher beliefs with writing achievement in schooling is a key concern of this paper. The paper reports part of a two‐year Australian study that set out to examine in detail how it is that teachers judge Year 5 students' literacy achievement using writing as the case instance. In what follows, we examine the data in the form of concept maps that the teachers them selves made available showing their beliefs about, and insights into the factors that affect student writing achievement. Drawing on these maps, we highlight the range of teacher‐identified factors, including those relating to in‐class behaviour, motivation, attitudes to school learning, social and cultural backgrounds, oracy and even life circumstances. Additionally, we address how the identified factors function, operating either as standalone elements or within a dynamic network of inter‐relationships.     

The relationship between departments as professional communities and student achievement in secondary schools

Secondary school teaching is organized in departments and effective departments functioning as collaborative teams have been associated with effective schools. Therefore, this study investigates the relationship of mathematics departments perceived as professional communities and student achievement in Dutch secondary schools. Cluster analysis and hierarchical linear modeling (HLM) were used on a sample of around 3000 students, 130 schools, and 130 teachers that participated in this study (TIMSS-2003 data). The significant effects found (effect size >.20) show that those departments that focus on reflective dialogue, collaborative activity, shared vision and student achievement are associated with successful schools and higher student achievement.     

Teacher effectiveness and teacher growth from student ratings: An action research of school-based teacher evaluation

Teacher effectiveness evaluations are considered an effective mechanism for promoting teacher growth. We implemented teacher effectiveness evaluations in three Chinese secondary schools over two years and (a) developed an action research framework for school-based teacher evaluations composed of five links, i.e., purpose and consensus, data collection and analysis, data interpretation and feedback, data use, and evaluation of the actions and (b) found that “school-based” instruments of student ratings have valid statistical properties, and teacher effectiveness can be regarded as a single-factor holistic concept in different schools. We also (c) analysed 2-year longitudinal data and identified changing trajectories of teacher effectiveness as an example for data feedback and use. Teacher effectiveness presents changing trajectories for different subgroups, representing different ecologies in three schools and provides insights for teacher growth. A (d) meta-evaluation of the actions shows that most teachers are positive about this evaluation, although differences are observed between schools.     

Connecting teacher and student motivation: Student-perceived teacher need-supportive practices and student need satisfaction

According to Self-Determination Theory (SDT), teacher motivation affects student motivation indirectly via teaching practices that support the satisfaction of students’ basic psychological needs, but studies have not shown evidence of this entire sequence. We tested the complete model: teacher motivation (autonomous, controlled, and amotivation) → perceived need-supportive practices (autonomy support, structure, and involvement) → student need satisfaction (autonomy, competence, and relatedness) → student motivation (autonomous, controlled, and amotivation) → student academic achievement. South Korean 5th and 6th graders (N = 697) and their 35 teachers participated in this study. A multi-level structural equation model showed evidence supporting: 1) a positive link between teacher and student autonomous motivation, and, 2) its mediation by student perceived need-supportive practices and student autonomy and competence. We discussed further conceptual and empirical consideration with the results..     

Exploring the relationship between teacher enjoyment of mathematics,their attitudes towards student struggle and instructional time amongst early years primary teachers

In this study we explored the relationship between teacher enjoyment of teaching mathematics, their attitudes towards student struggle, and the amount of time teachers spent teaching mathematics. Ninety-eight primary educators were surveyed regarding their attitudes and behaviors towards mathematics instruction. Hierarchical regression analyses revealed that teacher enjoyment of teaching mathematics explained variance in both teacher attitudes towards student struggle and instructional time spent on mathematics, even after relevant educator characteristics were accounted for. Findings suggest that teacher enjoyment of teaching mathematics in the early primary years has important implications for both the quality and quantity of mathematics instruction students receive.     

Linkage within teacher education: cooperative learning of teachers and student teachers

The close linkage between different institutions is widely recognized as a method of improving teacher education. This paper introduces an attempt to link university teacher training programmes with further teacher education thereby showing the benefits of the approach and factors influencing its success. To enable teachers and student teachers to participate, a blended learning course programme was designed. The findings presented in this article are based on a course evaluation comprising data from 19 teachers and 88 student teachers. The findings indicate that teachers and student teachers benefit in many ways through cooperative learning. For example, both groups appreciated having multiple perspectives and the opportunity to exchange their experiences and opinions. Communication and interaction between teachers and student teachers is significant to make cooperative learning successful. Adequate communication and interaction, satisfying for both participant groups, are crucial for the success of this approach.     

Schools, school quality and achievement growth: Evidence from the Philippines

A broad literature seeks to assess the importance of schools, proxies for school quality, and family background on children's achievement growth using the education production function. Using rich data from the Philippines, we introduce and estimate a model that imposes little structure on the relationship between intake achievement and follow-up achievement and evaluate school performance based on this estimated relationship. Our methods nest typical value-added specifications that use test score gains as the outcome variable and models assuming linearity in the relationship between intake and follow-up scores. We find evidence against the use of value-added models for our data and show that such models give very different assessments of school performance in the Philippines. Using a variety of tests we find that schools matter in the production of student achievement, though variation in performance across schools only explains about 4.4–5.3% of the total (conditional) variation in follow-up achievement. Schools providing basic facilities—in particular schools providing electricity—are found to perform much better in the production of achievement growth.     

The role of teacher instructional practices in student collaboration

Prior research on collaborative learning identifies student behaviors that significantly predict student achievement, such as giving explanations of one’s thinking. Less often studied is the role of teachers’ instructional practices in collaboration among students. This article investigates the extent to which teachers engage in practices that support students’ explanations of their thinking, and how these teacher practices might be related to the nature of explanations that students give when asked by the teacher to collaborate with each other. The teachers observed here, all of whom received specific instruction in eliciting the details of student thinking, varied significantly in the extent to which they asked students to elaborate on their suggestions. This variation corresponded to variation across classrooms in the nature and extent of student explanations during collaborative conversations and to differences in student achievement.     

The association between principal leadership and student achievement: A multivariate meta-meta-analysis

A multivariate random-effects meta-meta-analysis was conducted to synthesize the association between principal leadership and student achievement. A total of 12 prior meta-analyses with 18 effect sizes were included in this meta-meta-analysis. The quantitative analysis showed that principal leadership has a statistically significant positive relationship with student achievement (Cohen's d = 0.34). The qualitative analyses revealed that: (a) with the accumulation of knowledge, there appears to have been a trend toward more consistent and precise estimates of principal leadership's effect on student achievement; (b) there was still not enough evidence to argue a specific leadership model or practice is more effective in improving student achievement than others; and (c) the educational contexts seem to moderate the effect of principal leadership. The significance and limitations of the current study, as well as the recommendations for future research, are discussed.     

Teaming up: Linking collaboration networks, collective efficacy, and student achievement

Improving student achievement through teacher collaboration networks is a current focus of schools in many countries. Yet, empirical evidence on the relationship between teacher networks and student achievement and mechanisms that may explain this relationship is limited. This study examined the relationship between teacher networks and student achievement and the mediating role of teachers’ collective efficacy beliefs. Data were collected from 53 Dutch elementary schools. Using social network analysis and multiple regression we analyzed teacher survey and student achievement data. Findings indicate that well-connected teacher networks were associated with strong teacher collective efficacy, which in turn supported student achievement.     

Self-fulfilling prophecies in the classroom: Teacher expectations,teacher feedback and student achievement

This study investigated the link between teacher expectations and student learning, relying on longitudinal data from 64 classrooms and 1026 first-grade students in Germany. Further, based on a subsample of 19 classrooms with 354 students, we explored the mediating role of three characteristics of teacher feedback rated in video-recorded school lessons. The results showed that teacher expectations were inaccurate to some extent; that is, they did not entirely agree with students' current achievement, general cognitive abilities and motivations. In addition, this inaccuracy in teacher expectations significantly predicted students’ end-of-year achievement, even after prior achievement, general cognitive abilities, motivation, and student background characteristics were considered. Specifically, inaccurately high teacher expectations were associated with greater achievement in reading and mathematics, whereas inaccurately low teacher expectations were associated with lower achievement in reading only. Furthermore, teacher feedback varied significantly with inaccurate teacher expectations but did not substantially mediate teacher expectancy effects.     

What and how do student teachers learn during school-based teacher education

This study looks at how student teachers learn to teach during school-based teacher education. It explores the changes that occurred in the practical theories of the student teachers and how the student teachers made these modifications. Eight student teachers were closely monitored during their training. The study's findings show that all student teachers developed broad, well-structured practical theories that focused on pupils' learning processes. Their learning processes displayed considerable individual variation. As a result of these findings, several questions have been formulated for further research concerning the impact of learning style on learning outcomes and learning in a work-based context.