Effects of homework motivation and worry anxiety on homework achievement in mathematics and English

Direct and mediating effects of homework worry anxiety on homework effort and homework achievement and the differences in the structural relations among homework motivation constructs and homework achievement across mathematics and English homework were examined in 268 tenth graders in China. Homework motivation included task value, homework self-efficacy, homework worry anxiety, and motivation application. Homework accomplishments were rated by mathematics and English teachers. Homework value had positive effects on homework effort and worry anxiety in both subjects. Homework self-efficacy had positive and negative effects on homework effort and worry, respectively. Homework worry mediated the relation of homework value to effort and to achievement; the relation was more prominent in mathematics than in English homework. The mediating effects of worry anxiety in the relation of self-efficacy to homework effort and to achievement were significant only in mathematics. The domain specificity and direct and mediating effects were discussed in the cultural and educational context.     

Besides knowledge: a cross-sectional study on the relations between epistemic beliefs, achievement goals, self-beliefs, and achievement in science

This study examines the contribution of learner cognitive and motivational characteristics to achievement in science at three grade levels. Specifically, the relations between domain-specific epistemic beliefs about the development and justification of scientific knowledge, achievement goals, knowledge, self-concept, self-efficacy, and achievement in science were simultaneously examined. Students in fifth (n = 213), eighth (n = 202), and eleventh (n = 281) grades completed questionnaires measuring the various constructs, and a domain knowledge test. Their grades in science were also collected. Results from structural equation modeling reveal that the hypothesized model fitted the observed data at the three grade levels, although not all expected paths were statistically significant. Students’ epistemic beliefs about the development of scientific knowledge had a direct effect on domain knowledge, whereas beliefs about the justification of scientific knowledge had a direct and an indirect effect via achievement goals on knowledge acquisition. Mastery, performance-approach, and performance-avoidance goals had a direct effect on self-efficacy. Knowledge had a direct and an indirect effect via self-concept on achievement. Educational implications are discussed.     

Social and dimensional comparisons in math and verbal test anxiety: Within- and cross-domain relations with achievement and the mediating role of academic self-concept

The present study builds on two strands of research: (1) the recently established generalized internal/external frame of reference (GI/E) model assuming social (comparing one’s achievement in one domain with the achievement of one’s peers in the same domain) and dimensional (comparing one’s achievement in one domain with one’s achievement in another domain) comparison processes in the formation of motivational constructs and self-perceptions, and (2) research on domain-specific facets of test anxiety. Using a sample of 5135 German seventh grade students, it is tested whether and how both comparison processes are involved in the formation of domain-specific facets of test anxiety when considering both the emotionality and worry components of test anxiety, and whether the relation between achievement and test anxiety is mediated through academic self-concept. When applying the GI/E model to test anxiety, the results showed negative relations between achievement and test anxiety within math and verbal (German) domains, but partially positive relations across domains. This pattern of relations emerged for both the worry and emotionality components while stronger achievement relations were found for worry. These findings indicate that dimensional achievement comparison processes operate in the formation of domain-specific test anxiety. Domain-specific academic self-concepts were found to mediate the relations between achievement and test anxiety within and across domains, the mediation being stronger for worry than for emotionality as an outcome. Boys and girls did not differ regarding direct and indirect relations among constructs. Implications for research on dimensional comparison processes and test anxiety are discussed.     

Academic self-concept,autonomous academic motivation,and academic achievement: Mediating and additive effects

Three conceptual models were tested to examine the relationships among academic self-concept, autonomous academic motivation, and academic achievement. This allowed us to determine whether 1) autonomous academic motivation mediates the relation between academic self-concept and achievement, 2) academic self-concept mediates the relation between autonomous academic motivation and achievement, or 3) both motivational constructs have an additive effect on academic achievement. A total of 925 high school students (404 boys and 521 girls) were asked to complete a questionnaire on two occasions separated by a year interval. Results from SEM analyses provided good support for the hypothesized model positing that autonomous academic motivation mediates the academic self-concept–academic achievement relation. Results are discussed in light of self-determination theory and self-concept theory.     

The role of state and trait motivational regulation for procrastinatory behavior in academic contexts: Insights from two diary studies

Academic procrastination can theoretically be conceptualized as a failure in motivational self-regulation. It can be assumed that besides the mere use of motivational regulation strategies, fitting motivational regulation strategies with the current motivational problem can also have beneficial effects on academic procrastination. As both academic procrastination and motivational regulation can be conceptualized as over time fluctuating and situation-specific behaviors, not only trait, but also state fractions of these constructs have to be considered. To elucidate the interrelations between academic procrastinatory behavior and motivational regulation, we therefore examined trait use, state use, trait fit, and state fit of motivational regulation strategies. To test their relevance for academic procrastinatory behavior, we conducted two longitudinal and situation-specific diary studies with 128 and 218 university students. Results of growth curve modeling indicate that academic procrastinatory behavior varies between persons, declines during exam preparation, and can be reduced by using well-fitting motivational regulation strategies. Specifically, both trait and state strategy fit were negatively associated with academic procrastinatory behavior, while mere strategy use was not.     

A psychological model of student persistence

The present study examines the validity of the Eccles model of achievement behaviors (model of academic choice) for its predictive validity when the outcome (behavior) is student persistence in the postsecondary educational system to completion of at least the baccalaureate degree. Patterns of effects hypothesized by the theoretical model were only partially supported by the results forthcoming from the estimation of the model. Of the two constructs hypothesized to directly influence persistence—the value placed on college attendance and expectations for success in college—only value had significant influence. Two measures of goal orientations—business/financial and humanitarian/social—exerted indirect influence as hypothesized, but level of degree aspirations had as strong a direct influence on persistence as did value. Prior achievement had the strongest total effects of any of the variables in the model.     

Attitudinal and motivational variables related to mathematics achievement in Jordan: findings from the Third International Mathematics and Science Study (TIMSS)

The purpose of the present study was to examine the effects of student-related variables on achievement in mathematics. The sample consisted of 3736 13-year-old Jordanian 8th-graders who participated in the Third International Mathematics and Science Study (TIMSS). The participants completed a student questionnaire and participated in the mathematics test. Of the matrix of affective variables reported to lead to the variation in mathematics achievement were educational aspiration, attitude, success attribution, confidence in ability and perception of importance of mathematics. A structural equation model was used to estimate and test the hypothesized relationships of the factors with achievement in mathematics. Results from this study indicate that four attitudinal and motivational variables had strong positive total and direct effects; and two variables had negative total and direct effects on mathematics achievement. Recommendations for future research were suggested.     

A path analytic model linking foundational skills to Grade 3 state reading achievement

Considerable evidence supports that close to two thirds of all fourth-grade students read at less than adequate levels on reading achievement tests and that the problem has persisted for decades. This study of 1,064 third-grade students at risk for reading failure uses path analytic techniques to measure a hypothesized model linking developmental spelling, sight- and pseudo-word reading, and reading fluency to achievement on an end-of-year state reading test. While all hypothesized paths were found to be significant, paths not hypothesized were also significant. These paths included direct effects for spelling development on fluency and reading achievement, as well as the direct effect of sight-word reading on state reading achievement. In total, the model predicted 41.9% of the variance in state reading achievement and found that students proficient at foundational reading skills were 7 times more likely to be proficient on the state reading achievement assessment.     

Predicting continued participation in college chemistry for men and women

The purpose of this study was to test the effectiveness of a cognitive motivational model of course selection patterns to explain the continued participation of men and women in college science courses. A number of cognitive motivational constructs were analyzed in a path model and their effect on students' intention to continue in college chemistry was determined. Variables in the model included self-perceived ability in science, future expectations, level of past success, effort expended, subjective interpretations of both past success and task difficulty, and the intention to continue in college chemistry. The results showed no sex differences in course performance, the plan to continue in chemistry, perceived ability in science, or past achievement in science courses. The path analysis did confirm the usefulness of the cognitive motivational perspective to explain the intention of both men and women to continue in science. Central to that process appears to be a person's belief about their ability. Students who had confidence in their ability in chemistry expected to do well in the future and were more likely to take more chemistry. Ability ratings in turn were dependent on a number of past achievement experiences and the personal interpretation of those experiences.     

How do motivational regulation strategies affect achievement: Mediated by effort management and moderated by intelligence

It was assumed that the effect of motivational regulation strategies on achievement is mediated by effort management and moderated by intelligence. A sample of 231 11th and 12th grade German high-school students provided self-reports on their use of motivational regulation strategies and effort management and completed an intelligence test. Students' half-year grades (GPA) were assessed six months later. As expected, motivational regulation strategies were not directly related to GPA but showed positive effects on students' effort management which in turn predicted students' GPA. Intelligence and effort management were equally strong direct predictors of GPA. Also as expected, more intelligent students benefitted more from using some, but not all, motivational regulation strategies in terms of increased effort management. Implications of these findings regarding the effectiveness of motivational regulation strategies are discussed.     

Same mindset,different goals and motivational frameworks: Profiles of mindset-based meaning systems

Growth and fixed mindsets have been linked to distinct effort beliefs, goals, and behaviours, creating a seemingly dichotomous pattern of motivation. Yet, students holding the same mindset are unlikely a homogenous group and may further differ in their motivational patterns. The current study employed a person-centred approach to investigate how mindsets and associated constructs naturally cohered and functioned together to influence student achievement. Data were collected from 535 English students (aged 14–16 years) on mindsets, effort beliefs, achievement goals, perseverance, and self-handicapping, along with their English and maths performance at the end of secondary school. Latent profile analyses revealed four distinct profiles. Across the profiles, students’ mindset co-varied with effort beliefs, mastery goals, perseverance, and self-handicapping, but the relationship between mindsets and performance goals was less straightforward. Two profiles supported the classic growth mindset–mastery goal (Growth-Focused) and fixed mindset–performance goal pairings (Ability-Focused). The other two profiles, however, displayed alternative combinations of mindsets and goals that had not been acknowledged in the past. Specifically, some growth mindset students embraced performance goals alongside mastery goals (Growth-Competitive), and some fixed mindset students did not endorse performance goals (Disengaged). The two growth-oriented profiles consistently performed well, and Growth-Competitive students even outperformed Growth-Focused students in maths. Compared to girls, boys were more often found in Ability-Focused and Disengaged profiles. The results indicate a nuanced set of relations between mindsets and achievement goals, highlighting the dynamic integration of motivational beliefs and goals within individuals.     

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.     

An Achievement Goal Theory Perspective on Issues in Motivation Terminology, Theory, and Research

There are a number of important issues raised by Murphy and Alexander in the lead article of this issue. In this response, four general issues are discussed in light of current research and achievement goal theory. The four issues include: (1) the general definition and theoretical clarity of motivational constructs, (2) the accessibility and consciousness of motivational beliefs, (3) the interdependent or independent nature of the relations between motivational constructs, and (4) the stability of motivation over time, domains, and contexts. These issues are considered in the context of current achievement goal theory research with the hope that the discussion will help to clarify the four issues for both motivational theory and research in general as well as for specific theoretical and empirical efforts within goal theory research. Copyright 2000 Academic Press.     

State and trait goals of achievement and well-being: structure,validity, and stability

Both school achievement goals (mastery, performance approach, performance avoidance goals) and well-being goals (work avoidance, affiliation goals) are important predictors of learning and achievement related outcomes. However, disagreement exists regarding the definition of goals as relatively stable traits versus situational states that react sensitive to contexts. This paper presents the development of an inventory for the assessment of students’ multiple state and trait goals. In Study 1, students (N?=?196) answered the trait items. The results of an exploratory factor analysis indicated the construct validity of the goals. In Study 2, students completed trait and state scales in different weeks (N?=?542) and repeatedly after 12 weeks each. Confirmatory factor analyses as well as correlations with state and trait reference constructs confirmed the convergent and differential validity of both the trait and the state goal factors. The instrument offers a brief, reliable, and valid measure of multiple state and trait goals. Latent state trait analyses revealed that some state goals are surprisingly robust against situational influences and equally stable across time as corresponding trait goals, whereas other goals are more dependent on the learning situation.     

Test anxiety, perceived test difficulty, and test performance: temporal patterns of their effects

Two hypothesized models that represent relationships among test anxiety, perceived test difficulty, and test performance observed immediately before and after a final examination were tested. The structural equation modeling was used to examine the hypothesized relationships by imposing the structure of direct and indirect effects on the current data collected from 208 undergraduate students. Students' perception of test difficulty had a significant effect on the arousal of both worry and emotionality. Temporal changes were observed in the degrees of these relationships; while test difficulty perceived before and during the exam both had effects on test anxiety perceived at each corresponding time, students' perception of test difficulty during the exam had a greater direct effect on the arousal of test anxiety than did test difficulty perceived before the exam. Worry, but not emotionality, had a strong inverse relationship with performance. That perceived test difficulty did not have a direct effect on test performance, but had an indirect effect mediated by worry, indicates that test performance was not directly influenced by how they perceive the test difficulty, but worry aroused by the difficulty perception influenced their performance. Importance of understanding students' perceived test difficulty was discussed for its effect on arousing worry anxiety.     

Cognitive,Motivational, and Volitional Dimensions of Learning: An Empirical Test of a Hypothetical Model

The principal aim of this research is to contrast empirically a hypothetical model developed on the basis of the fundamental assumptions of current self-regulated learning models. In line with evaluation criteria of model fit, a high rate of congruence between the hypothesized theoretical model and the empirical data was observed. Analysis of the effects between the variables of the model revealed the following relevant aspects: students' predisposition to feel responsible for the results of their academic behavior (internal attribution) is related to positive self-image (academic self-concept), both being important conditions for development of learning-oriented motivation (learning goals). All of this involves selection and use of learning strategies for deep information processing (deep learning strategies), which leads students to assume responsibility with high levels of persistence, perseverance, and tenacity so as to achieve goals defined by the motivational orientation. This persistence and effort to achieve the proposed goals has in turn a positive and significant effect on academic achievement.     

Testing a motivational model of achievement: How students’ mathematical beliefs and interests are related to their achievement

Blackwell et al. (Child Development 78(1):246–263, 2007) tested a motivational model of achievement in which an incremental theory of intelligence leads to learning goals and positive effort beliefs, which leads to fewer ability-based, helpless attributions, and more positive strategies, which leads to improved grades. In the present study, we tested this model by using a different population, using domain-specific items, comparing the results across gender, including “interest” as another variable in the model, and assessing the impact of achievement as an antecedent and outcome variable in the model. Participants included 163, mostly White, ninth-grade Algebra students from a suburban school in southwest Virginia, USA. We established that the model had a relatively good fit to the data and all paths were statistically significant when achievement was used as both an antecedent and outcome variable. The standardized path coefficients were consistent with those reported by Blackwell et al. and the model was invariant across genders. Furthermore, we documented that interest could be included as another mediating variable in the model. The results of this study provide evidence to support the validity of the relationships between the constructs in the Blackwell et al. model for the population examined.     

Understanding motivational structures that differentially predict engagement and achievement in middle school science

Middle school has been documented as the period in which a drop in students’ science interest and achievement occurs. This trend indicates a lack of motivation for learning science; however, little is known about how different aspects of motivation interact with student engagement and science learning outcomes. This study examines the relationships among motivational factors, engagement, and achievement in middle school science (grades 6–8). Data were obtained from middle school students in the United States (N?=?2094). The theoretical relationships among motivational constructs, including self-efficacy, and three types of goal orientations (mastery, performance approach, and performance avoid) were tested. The results showed that motivation is best modeled as distinct intrinsic and extrinsic factors; lending evidence that external, performance based goal orientations factor separately from self-efficacy and an internal, mastery based goal orientation. Second, a model was tested to examine how engagement mediated the relationships between intrinsic and extrinsic motivational factors and science achievement. Engagement mediated the relationship between intrinsic motivation and science achievement, whereas extrinsic motivation had no relationship with engagement and science achievement. Implications for how classroom practice and educational policy emphasize different student motivations, and in turn, can support or hinder students’ science learning are discussed.     

The relation between high school students' motivational regulation and their use of learning strategies,effort, and classroom performance

This study investigates the relation between students' tendency to self-regulate their level of motivation and other aspects of their self-regulated learning and achievement. Ninth- and tenth-grade students (N = 88) responded to survey items designed to assess five motivational regulation strategies identified in previous research. An exploratory factor analyses of these items revealed distinct, internally consistent scales reflecting the strategies of Self-Consequating, Environmental Control, Performance Self-Talk, Mastery Self-Talk, and Interest Enhancement. Self-report measures of effort, use of six cognitive and metacognitive learning strategies, and teacher-reported grades were also collected. Findings revealed mean level differences in students' reported use of the motivational strategies. In addition, results from a series of multivariate regressions indicated that students' use of motivational regulation strategies could be used to predict their use of learning strategies, effort, and classroom performance. As a whole, findings support the belief that motivational self-regulation should be integrated more completely into current models of volition and self-regulated learning.     

Individual differences and course attendance: why do students skip class?

Individual differences are theorised as being key predictors of students’ lecture attendance. Understanding students’ (lack of) motivation for studying is an essential first step in supporting these individual differences and potentially increasing class/lecture attendance. The current study explored the role of students’ deficits in motivations (ability/effort/task value) for studying and their predictive relationship with course attendance, while controlling for prior competence and academic self-concept. Second-year students (n = 219; Female = 40) undertaking three semester-long courses in English as a foreign language participated in the year-long study. The structural model tested included prior achievement and self-concept (Time-1; 15 weeks prior), the motivational deficits for studying in the course (Time-2; ability, effort and task value), and class attendance across the two semesters of study. Self-concept negatively predicted all motivational deficits (moderate-large effects), and positively predicted attendance. Two of the motivational deficits (ability and effort) also had strongly contrasting effects (positive and negative respectively) on attendance. The implications and practical suggestions for intervention are discussed.