Associations between Fine Motor and Mathematics Instruction and Kindergarten Mathematics Achievement

Research Findings: This study investigates the role of fine motor and mathematics instruction in mathematics achievement in an international sample of kindergarteners from the United States and China. Multilevel modeling was used to assess the interaction between students’ entering skills and classroom time spent on basic math, higher-order math and fine-motor instruction. For American children, the effect of basic math and higher-order math instruction on student achievement depended on entering skills; however, fine motor instruction had negative average effects on student achievement and did not depend on students’ entering skills. Instruction time was not a significant predictor of achievement for Chinese students. Practice or Policy: Though fine motor skills have a robust correlation with mathematics achievement, a causal link has not been established. Our study indicates that time spent in fine motor instruction does not advance mathematics achievement in kindergarten and in fact may weaken mathematics achievement, given the limited time in the instructional day. American teachers in our sample who spent more time in fine-motor instruction tended to spend less time on basic math and higher-order mathematics instruction. Educators should weigh instructional trade-offs carefully and work to tailor instruction to students’ skill levels.     

Depressive Symptoms in Third‐Grade Teachers: Relations to Classroom Quality and Student Achievement

This study investigated associations among third‐grade teachers' (N = 27) symptoms of depression, quality of the classroom‐learning environment (CLE), and students' (N = 523, M_age = 8.6 years) math and literacy performance. teachers' depressive symptoms in the winter negatively predicted students' spring mathematics achievement. This depended on students' fall mathematics scores; students who began the year with weaker math skills and were in classrooms where teachers reported more depressive symptoms achieved smaller gains than did peers whose teachers reported fewer symptoms. teachers' depressive symptoms were negatively associated with quality of CLE, and quality of CLE mediated the association between depressive symptoms and student achievement. The findings point to the importance of teachers' mental health, with implications for policy and practice.     

Influencing University Students' Achievement and Motivation in a Technology Course

Abstract

The authors investigated the interactive and differential effects of professors' instructional methods and university students'conceptual levels on students' achievement and motivation in a course designed to teach computer technologies. As predicted, matching high-conceptual-level persons with student-centered instruction and low-conceptual-level learners with teacher-centered instruction enhanced students' achievement and motivation in the classroom. In addition, an unpredicted main effect for type of instruction was discovered with respect to motivation-regardless of conceptual level, students exposed to student-centered instruction demonstrated greater motivation than did students exposed to teacher-centered instruction. These findings have ramifications for the design and implementation of computer technology courses and deserve further research.     

Cooperative learning,motivational effects,and student characteristics: An experimental study comparing cooperative learning and direct instruction in 12th grade physics classes

One hundred thirty-seven students in 12th grade physics classes participated in a quasi-experimental study comparing the jigsaw classroom method of cooperative instruction with traditional direct instruction. While no differences were found between the two conditions for physics achievement gains, the results revealed differences in students' experience of the three basic needs (autonomy, competence, and social relatedness as posited by self-determination theory of learning), in self-reported cognitive activation, and in degree of intrinsic motivation. Path analyses showed that the basic needs partially mediated the effects of method of instruction on cognitive activation and intrinsic motivation. Increases in feelings of competence with cooperative learning were associated with better performance in physics. When controlling for competence, however, direct instruction had a facilitating effect on physics performance. Four aspects of students' personal learning characteristics (previous knowledge, academic self-concept in physics, academic goal orientation, uncertainty orientation) were assessed. Method of instruction was found to interact with self-concept: students with low academic self-concept profited more from cooperative instruction than from direct instruction because they experienced a feeling of greater competence.     

Science instruction for the mildly handicapped: Direct instruction versus discovery teaching

The authors' purpose in this study was to compare the effectiveness of two instructional approaches on mildly handicapped and nonhandicapped students' science achievement. Students were assigned at random to one of two conditions: (a) direct instruction, and (b) discovery teaching. The content of the lessons remained constant across conditions and focused on such concepts as displacement, flotation, variable, controlled experimentation, and scientific prediction. The results show that students in both groups learned equally well as measured by an immediate posttest. However, students in the discovery teaching condition outperformed their direct instruction counterparts on a retention test administered two weeks after the posttest. Finally, learning-disabled students in the discovery condition performed better than their direct-instruction counterparts on a performance-based measure designed to assess generalization. Implications for research and for practice are discussed.     

Computer simulations in the high school: Students' cognitive stages,science process skills and academic achievement in microbiology

Computer-assisted learning, including simulated experiments, has great potential to address the problem solving process which is a complex activity. It requires a highly structured approach in order to understand the use of simulations as an instructional device. This study is based on a computer simulation program, 'The Growth Curve of Microorganisms', which required tenth grade biology students to use problem solving skills whilst simultaneously manipulating three independent variables in one simulated experiment. The aims were to investigate the computer simulation's impact on students' academic achievement and on their mastery of science process skills in relation to their cognitive stages. The results indicate that the concrete and transition operational students in the experimental group achieved significantly higher academic achievement than their counterparts in the control group. The higher the cognitive operational stage, the higher students' achievement was, except in the control group where students in the concrete and transition operational stages did not differ. Girls achieved equally with the boys in the experimental group. Students' academic achievement may indicate the potential impact a computer simulation program can have, enabling students with low reasoning abilities to cope successfully with learning concepts and principles in science which require high cognitive skills.     

Spatial thinking in science,technology, engineering,and mathematics: Elementary teachers' beliefs,perceptions, and self-efficacy

Fostering students' spatial thinking skills holds great promise for improving Science, Technology, Engineering, and Mathematics (STEM) education. Recent efforts have focused on the development of classroom interventions to build students' spatial skills, yet these interventions will be implemented by teachers, and their beliefs and perceptions about spatial thinking influence the effectiveness of such interventions. However, our understanding of elementary school teachers' beliefs and perceptions around spatial thinking and STEM is in its infancy. Thus, we created novel measures to survey elementary teachers' anxiety in solving spatial problems, beliefs in the importance of spatial thinking skills for students' academic success, and self-efficacy in cultivating students' spatial skills during science instruction. All measures exhibited high internal consistency and showed that elementary teachers experience low anxiety when solving spatial problems and feel strongly that their skills can improve with practice. Teachers were able to identify educational problems that rely on spatial problem-solving and believed that spatial skills are more important for older compared to younger students. Despite reporting high efficacy in their general teaching and science teaching, teachers reported significantly lower efficacy in their capacities to cultivate students' spatial skills during science instruction. Results were fairly consistent across teacher characteristics (e.g., years of experience and teaching role as generalist or specialist) with the exception that only years of teaching science was related to teachers' efficacy in cultivating students' spatial thinking skills during science instruction. Results are discussed within the broader context of teacher beliefs, self-efficacy, and implications for professional development research.     

Middle school behavioral profiles of antisocial and at‐risk control boys: Descriptive and predictive outcomes

Abstract

In this investigation we report two studies of the school behavior adjustment status of two groups of middle school‐age boys—an antisocial group (N = 39) and an at‐risk control group (N = 41). In study one, we compared the two groups on a series of behavioral measures across grades five, six, and seven that included (1) teacher ratings of social skills, (2) classroom observations, (3) playground observations, and (4) school archival records. Results indicated extremely problematic behavioral profiles for the antisocial subjects and much more favorable profiles for the at‐risk control students. The behavioral profiles for the two groups appeared to be quite consistent and stable across the middle school years with the exception that several variables (social skills ratings, attendance, math achievement, and school discipline contacts) tended to show gradually increasing negative trends for the antisocial subjects. In the second study, we used a series of selected fifth‐grade variables, derived from the four major clusters of study measures, as predictors in regression analyses of subjects' status on a series of seventh‐grade criterion measures of school success or failure. The criterion measures predicted in these analyses were reading and math achievement, school discipline contacts, attendance, and time spent within a nonregular classroom. There were low multiple Rs for reading achievement and time spent in a nonregular classroom setting. The multiple Rs for math achievement, school discipline contacts, and attendance were moderate to moderately high.     

Keep DRAGging ON: Is solving more problems in DragonBox 12+ associated with higher mathematical performance during the COVID-19 pandemic?

Prior research has shown that game-based learning tools, such as DragonBox 12+, support algebraic understanding and that students' in-game progress positively predicts their later performance. Using data from 253 seventh-graders (12–13 years old) who played DragonBox as a part of technology intervention, we examined (a) the relations between students' progress within DragonBox and their algebraic knowledge and general mathematics achievement, (b) the moderating effects of students' prior performance on these relations and (c) the potential factors associated with students' in-game progress. Among students with higher prior algebraic knowledge, higher in-game progress was related to higher algebraic knowledge after the intervention. Higher in-game progress was also associated with higher end-of-year mathematics achievement, and this association was stronger among students with lower prior mathematics achievement. Students' demographic characteristics, prior knowledge and prior achievement did not significantly predict in-game progress beyond the number of intervention sessions students completed. These findings advance research on how, for whom and in what contexts game-based interventions, such as DragonBox, support mathematical learning and have implications for practice using game-based technologies to supplement instruction.

Practitioner notes

What is already known about this topic

• DragonBox 12+ may support students' understanding of algebra but the findings are mixed.
• Students who solve more problems within math games tend to show higher performance after gameplay.
• Students' engagement with mathematics is often related to their prior math performance.

What this paper adds

• For students with higher prior algebraic knowledge, solving more problems in DragonBox 12+ is related to higher algebraic performance after gameplay.
• Students who make more in-game progress also have higher mathematics achievement, especially for students with lower prior achievement.
• Students who spend more time playing DragonBox 12+ make more in-game progress; their demographic, prior knowledge and prior achievement are not related to in-game progress.

Implications for practice and/or policy

• DragonBox 12+ can be beneficial as a supplement to algebra instruction for students with some understanding of algebra.
• DragonBox 12+ can engage students with mathematics across achievement levels.
• Dedicating time and encouraging students to play DragonBox 12+ may help them make more in-game progress, and in turn, support math learning.

     

Science Process Skills and Cognitive Preference Styles

The study examined the differences in cognitive styles between two comparable groups of students at the Grade 9 (Secondary 3) level, namely the LSS (Lower Secondary Science) group who had been exposed to the practical-based, inquiry-oriented type of science and the non-LSS group of students who had studied the more traditional type of science in the “old” science curriculum. Their differences in science achievement are measured by the common IEA Science Paper-Pencil, Multiple Choice Criterion Test and also, by the Science Process or Practical Test (which measured three levels of process skills, such as the observation/manipulation, reasoning and investigation skills). Variance in science achievement thus measured is examined against the 4 cognitive preference styles of the students, (measured by the Combined Cognitive Preference Inventory) namely the “recall”, “principles”, “applications” and “questioning” modes of thinking. The findings indicated that (a) the attainment of the science process or practical skills was characterised by the type of science curriculum (LSS or non-LSS) and it was significantly associated with the achievement level of students, (b) the cognitive preference pattern covaried according to the students' level of science achievement and the type of curriculum and (c) the weak but significant relationship between performance in the science practical skills and the students' modes of cognitive style have important implications for teachers who are concerned about the intended effects of changes in the science curriculum on the consequent learning behaviour or cognitive outcome of their students.     

Cultivating critical thinkers: Exploring transfer of learning from pre-service teacher training to classroom practice

This study explores the transfer of critical thinking skills and dispositions from pre-service teacher training to classroom practice and student achievement in the cases of two graduates from a course on critical thinking-integrated instruction. Two 7th and two 8th grade classes were randomly assigned as experimental (CT-integrated instruction), or comparison (traditional instruction) groups. Empirical results demonstrated that, in these two cases, the teachers successfully developed CT-integrated instruction for effectively fostering students' CT skills and dispositions, while improving student achievement. Future research should include larger and more representative samples to avoid bias and reliably evaluate CT-based teacher training initiatives.     

Why do students exhibit different attention-related behavior during instruction? Investigating effects of individual and context-dependent determinants

To determine the success of their instruction, teachers need to rely on observable cues in students' behavior. However, students exhibit different attention-related behavior within one lesson as well as compared with their peers. It is not yet clear to what extent these differences result from the design of classroom instruction and how individual and contextual factors determine students' behavior during instruction. In the present study, we applied a continuous behavior-rating system to 10 classroom videos and based our analysis on 1200 1-s intervals of N = 199 students. Using dynamic structural equation modeling, students' attention-related behavior was primarily determined by contextual factors, stressing the important role of teachers but also the impact of factors that are unique in individual classrooms.     

Assessing perceptions of the environment in elementary classrooms: the link with achievement

This paper examines students' perceptions of their classroom environment and the possible effect of these perceptions on math and reading achievement. Additionally, the paper investigates the significance of gender and grade level on students' perceptions of the classroom environment.

Participants were elementary school students in a large urban school district in the western part of the US. Data collected were based on test scores on the Washington Assessment of Student Learning (WASL) and scores on the My Classroom Inventory (MCI) to measure perceptions. Correlation analyses and multivariate analysis of variance (MANOVA) procedures were used to analyse the data. The results indicated that the perceptions of the general classroom environment were significantly related to math and reading achievement, although this was not the case for the individual dimensions of the classroom environment. Gender had no statistically significant association with the students' perceptions of the classroom environment, whereas the grade level had a statistically significant relationship with the perceptions.     

The Relationship of Teachers' Instructional Decisions and Beliefs about Alternate Assessments to Student Achievement

In the decade since alternate assessments based on alternate achievement standards (AA-AAS) were first required, special education teachers have had to develop content knowledge and pedagogical skills to teach academics to students with significant cognitive disabilities. The purpose of this study is to examine the impact that teachers' instructional decisions and beliefs about AA-AAS have on the academic achievement of students with significant cognitive disabilities. A survey of nearly 400 teachers across three states provided evidence of teachers' beliefs, as well as their instructional planning processes for students. Students' learning characteristics were also identified. Survey responses were analyzed in conjunction with students' 2010–2011 scores on their statewide AA-AAS. The results indicated that students with presymbolic communication systems had a lower likelihood of achieving proficiency in English language arts/reading and math than students with abstract symbolic communication. Students with concrete symbolic communication systems had lesser odds of proficiency in ELA/reading but not in math. Teachers who agreed that AA-AAS had an impact on instruction tended to have students with higher achievement proficiency. However, more negative views of the validity of AA-AAS scores were associated with greater odds of proficiency.     

Differential relations of constructivist and didactic instruction to students' cognition,motivation, and achievement

This study examined how constructivist and didactic instruction was related to students' cognitive, motivational, and achievement outcomes in English classrooms, using a sample of 3000 Grade 9 students from 108 classrooms in 39 secondary schools in Singapore. Results of hierarchical linear modeling showed differential cross-level relations. After controlling for students' prior achievement, constructivist instruction was a significant positive predictor of students' deep processing strategies, self-efficacy, task value, and English achievement, whereas didactic instruction was a significant positive predictor of students' surface processing strategies and a negative predictor of English achievement. Our findings underscore the importance of linking instructional practices with multiple outcomes, including psychological factors that are important for student learning.     

The relationship among students' reading performance,their classroom behavior,and teacher skills

The relationship among students' reading performance, their behavior (task-focused behavior, emotional stability, and compliant behavior) in the classroom, and the teacher's skills was investigated in 66 third-grade classrooms. Results from this study showed the students' reading performance and their behavior in the classroom are all significantly interrelated. Better reading performance at the beginning of the school year goes with better behavior at the end of the school year. In turn, better behavior at the beginning of the school year goes with better reading performance at the end of the school year. The teacher can improve the behavior of the students by providing high-quality reading instruction. Some teacher skills have differential effects, however, on the various behavioral aspects. The implications for the educational practice as well as for future research are discussed.     

Self-management and achievement of students with behavior disorders

The effect of general self-management skills on the achievement of behavior disordered (BD) students on independent math tasks is described. Eighteen students with behavior disorders were trained to apply general self-management strategies to affect improvement in performance on independent math calculation practice sheets. A single-subject multiple baseline design across three subjects with five direct, concurrent replications was used to analyze the data. Student performance under two separate conditions, baseline and self-management, was compared. Based on the weekly mean percentage of correct responses to daily mathematics worksheets, students' achievement improved significantly under the treatment condition. Implications for the use of self-management strategies by special needs students are suggested.     

The role of family orientation in predicting Korean boys' and girls' achievement motivation to learn mathematics

Informed by achievement goal orientation and self-determination theories, we explored the role of cultural/contextual factors on Korean students' achievement motivation. Specifically, we examined the role of the Korean middle school students' family orientation as a mediator between their perceptions of parent goals or motivating styles and their achievement motivations in learning math, when their perceptions of classroom goal structures were controlled. We also investigated gender differences in the role of the students' family orientation and of their perceptions of their parents and classroom variables in predicting their own achievement motivations. Multi-sample path analyses indicated that both Korean boys' and girls' family orientation mediated between their perceptions of parent variables and their own achievement motivations. Korean students' family orientation predicted mainly controlled forms of motivation and ego-focused goals. In addition, the relationships between students' perceptions of parent variables and their achievement motivations statistically varied across gender.     

A Method of Equalizing the Rating of Teachers

Abstract

The effects of students' conceptual levels and teachers' instruction patterns on students' motivation to learn academic course content were investigated. An examination of 63 students enrolled in a course entitled “Motivation and Performance in Organizations” at West Point yielded statistically significant interactions: For low-conceptual-level students, direct teaching methods maximize motivation to learn course content; for high-conceptual-level students, nondirect instruction significantly enhances motivation. These results expand existing educational literature that suggests that proper conceptual level/instruction pattern matches enhance students' motivation in the classroom. Educators may use this knowledge to develop teaching environments that support the specific learning needs of individual students.     

The contributions of ‘hot’ and ‘cool’ executive function to children's academic achievement, learning-related behaviors, and engagement in kindergarten

Executive functioning (EF) refers to higher order thought processes considered foundational for problem-solving. EF has both ‘cool’ cognitive and ‘hot’ emotional components. This study asks: (a) what are the relative contributions of ‘hot’ and ‘cool’ EF to children's academic achievement? (b) What are the relative contributions of ‘hot’ and ‘cool’ EF to learning-related classroom behaviors and observed engagement? (c) Do learning-related classroom behaviors and observed engagement account for the relation between EF and achievement? For a sample of 173 kindergarteners, cool EF predicted math achievement, learning-related classroom behaviors, and observed engagement. Hot EF did not predict any achievement or behavior outcomes when examined concurrently with cool EF. Children's classroom behavior did not account for the relation between cool EF and math achievement, suggesting cool EF and math performance are directly associated.