Motivation for School Achievement: Measurement and Validation

Abstract

An objective instrument for assessment of motivation for school learning is reported along with evidence of its validity. Rural ninth-grade students in Appalachian Kentucky constituted the sample for studying relation, ships among variables of school motivation, willingness to compete, and achievement in reading, mathematics, and language. Students in general mathematics and in algebra classes were asked to volunteer for an academic type of contest. Later the mean motivation score of volunteers exceeded the mean for non-volunteers significant at the .01 level of confidence. Algebra students’ mean motivation score was significantly higher than the mean for general mathematics students (P > .001). Three months after the motivation scores were obtained scores on the California Achievement Test were collected. Product-moment correlations between motivation scores and achievement scores ranged from .604 to .718.

Although other writers have reported correlations between objective measures of motivation and teachers’ marks, no previous correlations with achievement test results could be found for comparison. Correlations with GPA’s tend to be in the range .32 to .55 which is considerably below the range resulting from this study. Data collected in this project supported hypotheses that the objective measure of school motivation would predict levels of utility for competition and achievement. It is concluded that for the sample of students involved the test presented is reliable and has validity for the prediction of willingness to try and levels of achievement as measured by a standardized test.     

Making the written word “speak”: Reflections on the teaching of correspondence courses

Abstract

Learning outcomes for an interactive television‐based distance learning course in introductory high school Japanese were evaluated in three successive years by comparing student achievement in the distance learning course to that in traditional classes. Year‐end achievement tests of listening and written language competency were administered to students in both the distance and face‐to‐face courses. Results in the first two years showed that test scores of students in the distance learning course were higher than those of students in the face‐to‐face classes; however, possible group differences in motivation, general ability, and experience as language learners could not be ruled out as explanations for the difference. Therefore, achievement measures were supplemented in the third year with data on students’ perceived efficacy as Japanese language users, their grades, and their previous foreign language learning experience. The achievement data again showed differences favoring the distance learning group; trends were consistent for students with differing levels of school success and amount of prior language learning experience. Factors that could account for these results are hypothesized and suggestions for future research are proposed.     

A Time Lag Analysis of Temporal Relations Between Motivation,Academic Achievement,and Two Cognitive Abilities

Research Findings: The present study employed a time lag design to assess temporal relationships between motivation, academic achievement, and cognitive development. Eighty-one children from 2 preschool programs were measured twice, with an 11-week time lag, on 2 measures of motivation (marble drop task, bean bag toss task), 2 measures of cognitive development (seriation task, oddity principle task), and 2 measures of academic achievement from the Woodcock–Johnson III (Letter–Word Identification Scale, Applied Problems Scale). There were significant correlations between all of these variables. One clear-cut temporal relationship was found: Prior motivation predicted later academic achievement, but not vice versa. There was also some evidence of temporal relations between motivation and cognitive development, and between cognitive development and academic achievement, but the evidence for these relations was not as conclusive. Practice or Policy: It appears that at the preschool level, maintaining children's motivation is paramount. Curricula should be shaped with that primary goal as a high priority, as it appears that it will be followed by academic progress.     

Skill and will: The role of motivation and cognition in the learning of college chemistry

This study investigated how students' level of motivation and use of specific cognitive and self-regulatory strategies changed over time, and how these motivational and cognitive components in turn predicted students' course performance in chemistry. Participants were 458 students enrolled in introductory college chemistry classes. Participants' motivation and strategy use were assessed at three time points over the course of one semester using self-report instruments. Results showed an overall decline in students' motivational levels over time. There was also a decline in students' use of rehearsal and elaboration strategies over time; students' use of organizational and self-regulatory strategies increased over time. These trends, however, were found to vary by students' achievement levels. In terms of the relations of motivation and cognition to achievement, the motivational components of self-efficacy and task value were found to be the best predictors of final course performance even after controlling for prior achievement.     

The Implications for Educational Research of Emerging Planning and Management Systems in Higher Education

Abstract

Zero, 4, and 8 second delays in knowledge of results were used in a computer-assisted instruction task learned by sixty men and sixty women. The task was a tutorial constructed-response program dealing with binary numbers, presented via an electric typewriter. Criteria used were (a) time taken to complete the program (corrected for delay times), (b) number of correct responses during learning, (c) number of correct responses made on an achievement test on the program, and (d) scores on a test of expressed attitude toward computer-assisted instruction (CAI). Women completed the task more quickly, and showed poorer attitudes toward CAI when the delay interval was 8 seconds. Other performance criteria were unaffected.     

Effects of teacher clarity and student anxiety on student outcomes

A laboratory experiment was carried out with 120 undergraduate students to examine a possible aptitude–treatment interaction between teacher clarity and student test anxiety in relation to two outcome measures, namely student achievement and student motivation, with student intelligence statistically controlled. Students completed measures of intelligence and test anxiety and were randomly assigned to high teacher clarity or low teacher clarity conditions, defined by the presence or absence of specific teaching behaviours in a videotaped lecture with content held constant across conditions. Measures of motivation and self-efficacy for learning the material were completed immediately post-treatment, then one week later participants completed an achievement test based on the material contained in the lecture and assigned homework. Results revealed significant beneficial main effects for high vs. low teacher clarity for both achievement and motivation measures, but no aptitude–treatment interaction between teacher clarity and student test anxiety.     

Learning motivation and performance excellence in adolescents with high intellectual potential: what really matters?

In the development of performance excellence, the relative roles played by intellectual ability and motivation remain speculative. This study investigates the role played by general intelligence, school environment, self‐efficacy, and aspects of personal identity in the formation of learning motivation in German students attending the Gymnasium schools. Using self‐reports of academic achievement and scores on a shortened version of the Berlin intelligence structure test for adolescence to differentiate students as achievers or underachievers, ninth‐grade students were administered a battery of self‐report instruments, designed to measure learning motivation, school environment, self‐efficacy, and personal identity. After the posited factor structure was confirmed, factor scores were computed and then used as data in hierarchical regression analyses using learning motivation as the criterion variable. The results showed that the greatest predictors of learning motivation were variables related to personal identity‐style, rather than general intelligence, supporting the hypothesis that learning motivation is a moderator variable of intellectual achievement for students with intellectual giftedness, rather than an inherent component of giftedness.     

Factors affecting achievement in a satellite‐delivered Japanese language program

Abstract

This article reviews previous research and reports on a study relating to six factors relevant to achievement in learning a new language: motivation, language learning styles, language learning strategies, gender, course level, and previous experience in learning a foreign language. Although motivation, learning styles, gender, and learning strategy use were all found to be influential, motivation was the single most important predictor of success. The authors suggest that awareness and understanding of the influence and interaction of student characteristics on achievement will allow instructors to provide optimal learning opportunities for all students.     

The Challenge to Challenge: Shifting the Motivational Climate of the College Classroom for Enhanced Learning

Abstract

Student motivation for achievement is a particular concern in college teaching. The desire for students to learn for the sake of learning is strong, yet this often leads to “dumbing down” the curriculum. In this article, I present a case analysis of motivational dimensions of instructional practice in college classrooms using a social cognitive theory approach. Three dimensions are discussed: task, authority, and evaluation. Examples are provided to describe the role that challenge and support play in each of these dimensions. Implications for student motivation and learning are provided.     

Variation in learning orchestration in university biology courses

The manner in which students manage their learning activities in response to perceived task or course demands describes their 'learning orchestration'. This paper addresses relations between a student's learning orchestration and their learning outcome as a function of prior understanding in first year university biology courses. A cluster analysis of 272 Australian students revealed three different forms of learning orchestration - understanding, reproducing and disintegrated. In one cluster, students felt their environment was more supportive of deep approaches to learning and they adopted deeper approaches. They were the students who had the better prior understanding and they did best on measures of meaningful learning. However, less than one third of the students showed this coherent (and desirable) learning pattern. A second cluster of students showed a coherent but less desirable learning orchestration focused on more surface perceptions and approaches and they had significantly worse learning gains and achievement scores. The third cluster of students saw the learning environment as being more supportive of deep approaches, but, unlike the other groups, they did not adopt an approach consistent with their perception. We describe these students as having a disintegrated learning orchestration. A key finding is that the students with this orchestration also have very poor levels of prior knowledge and also have very poor achievement outcomes.     

Crowding and Classroom Learning,

The effects of density and other situational factors on perceptions of and responses to crowding in classroom learning environments was examined in three separate and concurrent investigations. Experiment I examined the effects of various demographic variables, learning environments, and room design variables on perceptions of ideal, crowded, and intolerable learning conditions. Results indicated that all subjects agreed on what constitutes an ideal learning environment while perceptions of crowded and intolerable learning conditions depended on the subject’s vocational perspective (e.g., teacher, student, administrator, etc.). Effects were also observed for type of learning environment as well as room design variables (noise level, ceiling height, and esthetic quality of the room). These latter effects, however, were weaker and conditional on sex of subject. In Experiment II, the effect of two levels of density on classroom achievement was examined in the laboratory. Two levels of motivation and three levels of learning environment were also manipulated. Results were consistent with a modified form of Zajonc’s (30) theory of social facilitation which treated both density and motivation as manipulations of arousal. That is, a curvilinear relation between density motivation conditions and achievement was obtained indicating moderate levels of density may benefit student achievement. Finally, Experiment III examined classroom achievement as a function of class size over a 24-year period in two community school districts. Results indicated that over the period studied, classroom density was always within the ideal perceptual ranges established by Experiment I. Furthermore, a strong positive relation between classroom density and schievement was obtained. These findings were highly consistent with the modified version of Zajonc’s theory since ideal conditions should produce low to moderate arousal which should in turn facilitate performance. Implications based on the pattern of results for all three experiments were discussed.     

Self-assessment in the process of self-regulated learning and its relationship with academic achievement

Abstract

Despite the theoretical argument and empirical evidence regarding the impact of self- assessment on academic achievement and self-regulated learning (SRL), the mechanism for this impact is understudied. The present study aimed to investigate the characteristics of self-assessment practices at different SRL phases and its relationship with academic achievement. Using a course assignment as the learning task, sixty-three students enrolled in a one-year master programme in a teacher education institute responded to an instrument assessing their self-assessment practices (including four self-assessment actions) at the SRL Preparatory, Performance and Appraisal phases of the task. Their final scores of the assignment were also collected. The results showed that self-assessment is a fundamental skill for SRL and occurs at each SRL phase with different patterns. Autoregressive relationships were found for all self-assessment actions between different SRL phases. Self-reflection at Performance phase was found to influence feedback seeking at Appraisal phase. Self-directed feedback seeking through monitoring at Performance phase was the strongest and positive predictor of academic achievement; and achievement had negative impact on all self-assessment actions at Appraisal phase. This study may assist educators and researchers to better understand the complexity of self-assessment in relation to learning process.     

The Problem with Reform from the Bottom up: Instructional practises and teacher beliefs of graduate teaching assistants following a reform‐minded university teacher certificate programme

ABSTRACT

Using data from the 2006 Program for International Student Assessment (PISA), we explored nine aspects of science engagement (science self-efficacy, science self-concept, enjoyment of science, general interest in learning science, instrumental motivation for science, future-oriented science motivation, general value of science, personal value of science, and science-related activities) as outcomes and predictors of science achievement. Based on results from multilevel modelling with 4456 students nested within 132 schools, we found that all aspects of science engagement were statistically significantly and positively related to science achievement, and nearly all showed medium or large effect sizes. Each aspect was positively associated with one of the (four) practices (strategies) of science teaching. Focus on applications or models was positively related to the most aspects of science engagement (science self-concept, enjoyment of science, instrumental motivation for science, general value of science, and personal value of science). Hands-on activities were positively related to additional aspects of science engagement (science self-efficacy and general interest in learning science) and also showed a positive relationship with science achievement.     

Achievement-oriented beliefs and their relation to academic expectations and school achievement among Qatari students

This study investigated the relation between motivational goals and university intentions, school valuing and school achievement. The premise of this study is that motivational goals play a key role in academic values and achievement. Confirmatory factor analysis was conducted to establish the construct validity of the motivational measures drawn from the Inventory of School Motivation (ISM): mastery (effort and task), performance (competition and social power), social solidarity (social concern and affiliation), extrinsic (praise and token). A set of eight regression analyses was conducted to examine the relations among these eight motivational measures, future goals to attend college, the value of school and six school subjects. Eight regression equations revealed that effort and task were the most significant predictors of the dependent variables of university intention, valuing school and school achievement scores. Students in Qatar exhibited ‘effort and task’ in goal motivation in relation to students’ beliefs regarding future academic goals and achievement scores in school subjects. As Qatar is a highly gender-segregated society, analyses were also conducted by gender.     

Reciprocal Effects between Reading Achievement and Intrinsic and Extrinsic Reading Motivation

ABSTRACT

Research on reading achievement and reading motivation has rarely addressed the question if and how they affect each other over time. In our study, we investigate the reciprocal effects between reading achievement and both intrinsic and extrinsic reading motivation during elementary school. We measured reading achievement and intrinsic and extrinsic reading motivation in 966 students at 3 points of measurement during 3rd and 4th grade. Consistent with previous research, cross-lagged panel analyses revealed positive reciprocal effects between reading achievement and intrinsic reading motivation. Effects of reading achievement on intrinsic reading motivation were found during Grades 3 and 4, whereas effects of intrinsic motivation were limited to Grade 3. No reciprocal effects between reading achievement and extrinsic reading motivation were found. We discuss the implications of our results for daily teaching practices and effective reading instruction.     

Self-Regulation and Academic Measures Across the Early Elementary School Grades: Examining Longitudinal and Bidirectional Associations

ABSTRACT

This study evaluated the association between children’s (N = 301) self-regulation and math and reading achievement in kindergarten, 1st grade, and 2nd grade. Children’s self-regulation was assessed using the Head–Toes–Knees–Shoulders (HTKS) task (involving control of gross body movements) and a computerized continuous performance task (CPT; assessing primarily inhibitory control) in kindergarten, 1st grade, and 2nd grade. Research Findings: Based on cross-lagged structural equation panel models, HTKS task performance positively predicted later math and reading achievement. Math achievement significantly and positively predicted later HTKS and CPT scores. Earlier math and reading achievement moderated the association between CPT scores and later math and reading achievement; inhibitory control–based self-regulation assessed with the CPT predicted higher math or reading achievement in subsequent grades for children with lower math or reading achievement in prior grades. Performance on the CPT moderated the paths from HTKS scores to later reading achievement; behavioral self-regulation assessed with the HTKS task predicted higher reading achievement in subsequent grades for children with low or average CPT performance in prior grades. Practice or Policy: Results from this study have the potential to inform targeted academic interventions focused on enhancing self-regulation in school contexts. The findings highlight the utility of assessing multiple measures of self-regulation.     

Comparing Class- and Task-Level Measures of Achievement Goals

Models of achievement goals suggest that different tasks and contexts influence the goals students adopt at a given time. However, many studies of achievement goals rely on measures assessed at the class level, analyze results with a variable-centered approach, and employ self-report questionnaires, which may reduce understanding of the contextual factors that arise as students interact with tasks. We compared a behavioral, task-level measure of middle school students' achievement goals to a self-reported, class-level measure and analyzed both measures' relations to task performance and quarterly grades using both variable-centered and person-centered approaches. Task-level goals predicted task performance but not quarterly grades, while class-level goals predicted grades but not task performance. The two measures of achievement goals were not related. This work demonstrates the importance of measuring goals at multiple levels and suggests opportunities for changing students' behaviors and achievement through motivation at the task level.     

Effects of Self-Concept on Learning with Gifted Children

Abstract

The present study examined die influence self-concept played in a verbal free recall and non-verbal paired associate learning task with gifted children. Twenty-four male and 24 female pre-adolescents were divided into high and low self-concept groups for each sex, forming four groups with 12 subjects in each group. A 20-item free recall task and a five-trial, six-item non-verbal paired associate learning task were administered. High self-esteem boys and girls showed significantly greater mastery of all learning tasks than lower self-concept counterparts. Analysis of organization scores supported the use of more sophisticated learning strategies by children with higher self-perceptions.     

Exploring Achievement Emotions in Physical Education: The Potential for the Control-Value Theory of Achievement Emotions

ABSTRACT

Emotions experienced in educational settings link to students’ motivation, engagement, learning, and achievement. Despite meaningful interconnections between emotions, motivation, and desired outcomes, a dearth of research on student emotions in physical education (PE) currently exists. The Control-Value Theory of Achievement Emotions (CVTAE) highlights the importance of emotions within students’ achievement motivation and provides a comprehensive framework for investigating their antecedents and outcomes. The purpose of this investigation was to explore CVTAE as a potential framework to understand students’ achievement emotions in PE. We focus on emotional antecedents associated with the PE learning context and the role of emotions in facilitating desired PE outcomes.     

A mathematical model for mastery learning

Prior research on mastery learning has examined relationships between achievement and time on task, motivation variables, as well as the effects of prior learning. One can show that the results of prior research lead to certain requirements on a model for mastery learning. This article uses those requirements to develop a mathematical model for mastery learning. This model includes measures of a motivational factor and of the specific ability of a learner with respect to the content being learned. The model also contains a variable to reflect prior learning. The model has been developed to include a computer program which accepts student data and from which predictions can be made and tested. Assumptions and limitations of the model are discussed, and some research questions are raised. In most respects the model proposed in this article is susceptible to the same tests and refinements as an empirical law in the physical or life sciences.