A latent transition analysis of academic intrinsic motivation from childhood through adolescence

A longitudinal modeling approach was utilized to determine the existence of latent classes with regard to academic intrinsic motivation and the points of stability and transition of individuals between and within classes. A special type of latent Markov Chain model using Mplus was fit to data from the Fullerton Longitudinal Study, with academic intrinsic motivation measured from ages 9 through 17. Model fit using the Bayesian Information Criterion index was examined. The best fit involved a 3-class model, with classes designated as motivationally gifted, intermediate, and at-risk. Transitions between classes occurred mainly during childhood, whereas stability ensued by age 13. Methodological contributions are discussed, as well as theory and applications of the findings with regard to academic intrinsic motivation.     

Metacognition, need for cognition and use of explanations during ongoing learning and problem solving

Two studies assessed whether: (1) high levels of task-relevant metacognition would be related to good task performance; (2) some kinds of feedback (e.g., explanations) would improve task-relevant metacognition (and hence, performance) more than other kinds of feedback; and (3) some kinds of people would be more likely to seek out and use this beneficial feedback than others. Results showed that: (1) students were able to better estimate their task performance with increasing experience at the task; (2) students who provided better estimates of their task success were more successful at the task; (3) students high in need for cognition sought out problem explanations more often than students low in need for cognition; but (4) students who scored high in trait metacognition did not seek out problem explanations more often than students who scored low in trait metacognition; (5) students who were high in need for cognition performed better at the task than those who were low in need for cognition, and (6) the receipt of problem explanations was only weakly related to high levels of task performance, if at all. The implications of these results are discussed.     

The relation between mastery goals and intrinsic motivation among university students: a longitudinal study

The present work broadens previous research on students’ mastery goals and intrinsic motivation by exploring their reciprocal effects using a longitudinal approach. To this end, a study using four measurement points was conducted during 10 weeks of one semester. The sample comprised 1156 students enrolled in psychology courses at a medium-sized university in Germany who completed questionnaires. The findings showed that both constructs were intra-individually stable over the course of one semester although the rank-order stability of mastery goals was higher than the rank-order stability of intrinsic motivation. Cross-lagged structural equation models revealed that students’ mastery goals predicted their intrinsic motivation throughout the semester. However, intrinsic motivation did not predict mastery goals. Results are discussed in terms of a potential integration of achievement goal theory and self-determination theory and their practical implications.     

Longitudinal Pathways From Math Intrinsic Motivation and Achievement to Math Course Accomplishments and Educational Attainment

Abstract

Across 20 years, pathways from math intrinsic motivation and achievement (ages 9–17) to high school math course accomplishments and educational attainment (age 29) were analyzed. Academic intrinsic motivation was the theoretical foundation. To determine how initial status and change in motivation and achievement related to course accomplishments and educational attainment, a latent curve model was fit to data from the Fullerton Longitudinal Study. Levels of motivation and achievement at 9 had positive, direct, and mutually indirect paths to course accomplishments. Dual declines in motivation and achievement related to course accomplishments, directly for achievement, and indirectly for motivation via achievement. Greater decline corresponded to fewer course accomplishments which in turn predicted, and served as a mediator to educational attainment. Implications are discussed.     

The impact of birthweight and adolescent health on educational attainment

This article examines the relationship between birthweight, adolescent health (general health and psychological distress) and high school completion in Norway, using survey data linked to longitudinal registry data (n?=?5,354). The findings show that the positive association between birthweight and high school completion can be attributed to socioeconomic status. General adolescent health is explained by socioeconomic status combined with risk- and protective behavior. Psychological distress is mediated by having a close relationship with family and friends among the most affluent students, but not among the lower-income students. Among the lower-income students it was, instead, absence from school and feeling comfortable in class that mediated the association between psychological distress and high school completion, net of other factors.     

Co-developmental trajectories of psychological need satisfactions at school: Relations to mental health and academic functioning in Chinese elementary school students

This study explored the co-developmental trajectories of autonomy, competence and relatedness need satisfactions at school and their relations to mental health and academic functioning in Chinese elementary school students. An accelerated longitudinal design was used with a sample of three cohorts (grade 3, grade 4, and grade 5) (N = 1070, 45.8% female; M_age = 9.44, SD = 0.97) on four occasions at 6-month intervals. Parallel process latent class growth models revealed five heterogeneous patterns (i.e., Congruent-moderate; Congruent-high; Congruent-low; Congruent-decreasing; Low-autonomy, High-competence and relatedness), all of which significantly associated with time-varying mental health and academic functioning indicators. The findings highlight the importance of subgroup differences and possible cultural considerations in understanding the progression of psychological need satisfactions and the need for universal screening and dynamic monitoring of students’ psychological need satisfactions at school and implementing more sophisticated interventions tailored to the unique characteristics of the relevant subgroups to promote optimal mental health and learning.     

家庭经济和文化资本对子女教育机会获得的影响

根据国家统计局2000年的城镇住户调查数据,运用对应分析方法,建立相关计量模型,分析经济资本和文化资本对子女高等教育和中等教育机会获得的影响程度;并在此基础上,比较不同职业阶层子女教育机会获得的差别。研究结果表明:家庭文化资本和经济资本占有量位居前列的优势社会阶层,其子女接受的教育层次主要为高等教育;而文化资本和经济资本占有量均处劣势的社会阶层的子女接受的主要是中等教育和初等教育。另外,家庭文化资本对子女高等教育机会获得的影响明显大于家庭经济资本,而家庭文化资本对子女中等教育机会获得的影响略大于家庭经济资本。     

Class placement and competence attainment among students with special educational needs

John Olav Myklebust is Professor of Sociology at Volda University College in Norway. In this article, he discusses his analysis of data emerging from a longitudinal study of 494 young people with special educational needs who have been followed over a period of six years. This analysis focuses on the attainments of these students during their time in upper secondary education and asks whether placement in special or ordinary mainstream class groupings is more beneficial. The results indicate that students receiving special support in ordinary classes obtain vocational or academic qualifications more often than students in special classes. Professor Myklebust pursues his analysis by looking at the influence of a number of other variables, including assessments of functional level, family stability and gender. He concludes that the relationship between attainment and placement in an ordinary classroom does not change, even when these variables are taken into account, and argues that his findings provide further support for the inclusion of learners with special educational needs in ordinary mainstream classes.     

The effect of number of siblings and birth order on educational attainment: Empirical Evidence from Chinese General Social Survey

Data from China demonstrate that the effect of the number of siblings on education is restricted by many factors, such as children’s gender, urban or rural household registration, whether there is only one child, the birth order of children within the family, and parents’ status. Chinese families have significant preferences for the eldest son and the youngest son. Moreover, research based on the natural experiment and instrumental variable approach suggests that market-oriented reform of education has increased the cost of family education expenditures since China’s reform and opening up, which further aggravates the negative impact on education of having many siblings in an urban setting.     

School motivation: A comparison between Kenya and Italy

The authors compare school motivation in Kenya and Italy, two countries that differ in terms of socioeconomic conditions, structure of the school system, and access to education. Free primary education is indeed a recent attainment for Kenyan students. The participants, 449 Kenyan and 480 Italian students, 9–14 years old and attending Grades 4–8, were asked to complete a questionnaire about learning motivation. A factor analysis revealed that school motivation can be described by five dimensions in both contexts: intrinsic motivation, extrinsic motivation, academic self-concept, causal attribution, and amotivation. Differences between countries and lower (Grades 4–5) and higher (Grades 6–8) grades emerged: intrinsic motivation, extrinsic motivation, and academic self-concept were found to be higher in Kenyan than in Italian students, whereas amotivation was lower. Moreover, only Italian students showed less intrinsic motivation and more amotivation in higher grades than in the lower ones.     

Diversity and equality in academic publishing: the case of educational leadership

There have been ongoing criticisms of the field of educational leadership and management with respect to over-reliance on research from ‘Western’ contexts. However, evidence on the extent to which voices alternative to the dominant ‘Western’ discourse are represented in the international English-medium discourse of educational leadership and management is thin. Using a three-phase sequential mixed-methods approach, this paper explores knowledge production in the field by analysing the prevalence and impact of empirical articles published in four English-medium international journals. Additionally, the membership of editorial boards and editors is analysed to geographically locate key decision makers. Findings demonstrate that an exceptionally small set of core inner-circle Anglophone and non-inner-circle Anglophone settings enjoys disproportionate influence in the field. There is need for a knowledge base enriched with leadership and management practices from different sociocultural contexts and system structures with a multiplicity of voices to portray a more nuanced and balanced picture of leadership and management practices.     

The decline of academic motivation during adolescence: an accelerated longitudinal cohort analysis on the effect of psychological need satisfaction

Adolescents typically exhibit a marked decline in academic intrinsic motivation throughout their school careers. Following self-determination theory, it is hypothesised that traditional school environments insufficiently satisfy three basic psychological needs of youths during maturation, namely the needs for autonomy, competence and relatedness. As a consequence, insufficient need satisfaction might account for the decline in intrinsic academic motivation during adolescence. This hypothesis was tested in an accelerated longitudinal cohort design on N = 600 students (286 girls) between 11 and 16 years of age. The results showed that students exhibited a marked decline in intrinsic motivation during adolescence. Moreover, differences in need satisfaction predicted the decline in motivations. These results support the notion that an adequate satisfaction of three basic psychological needs in school is crucial for the maintenance of intrinsic academic motivation during adolescence.     

Trajectories of motivation and their academic correlates over the first year of college

The first year of college is a pivotal time for academic and personal development, yet there is still much to be learned about motivational change during this period. Using Self-Determination Theory (SDT), we assessed six distinct types of motivation among an initial sample of 776 students at four time points over the first year of college. Latent growth models indicated initially high but declining levels of intrinsic motivation and identified regulation, moderate but increasing levels of positive and negative introjection, and low but increasing levels of external regulation and amotivation. These patterns suggest that, on average, more autonomous types of motivation tend to decrease over the first year of college while more controlled types of motivation tend to increase. Academic functioning was predicted by (a) initial levels of both identified regulation and amotivation and (b) change trajectories for intrinsic motivation, identified regulation, and amotivation. These findings suggest that contextual supports for building autonomous motivation and minimizing amotivation appear to be essential both prior to college entry and throughout the first year.     

Informational reception apprehension,educational motivation,and achievement

This study explored the relationship among informational reception apprehension (IRA) factors, student motivation, and student achievement. Based on Wheeless, Preiss, and Gayle's (1997) recently developed construct, the authors hypothesized that IRA scores for listening and inflexibility would predict educational motivation scores and measures of achievement. Furthermore, this study extended existing research on student motivation and the effects of antecedent conditions, such as trait‐like IRA. Results indicated that informational reception apprehension can be taken into consideration in order to account more adequately for student motivation and achievement.     

Differentiations in motivation and need satisfaction based on course modality: a self-determination theory perspective

Online education has grown exponentially over the past two decades, in large part due to its promise of flexibility and connectivity for students. However, this approach to pedagogy has remained relatively unexamined in regard to issues of motivation and intellectual thriving. Using self-determination theory as a foundation, we assessed the degree to which course modality (namely online vs. face-to-face) led to psychological need satisfaction and quality motivation. Our survey of 240 (n = 240) college students confirmed previous research in which higher quality motivation predicted the satisfaction of autonomy, competence and relatedness, which in turn predicted course and instructor approval. However, in a series of matched-pairs t-tests, students reported lower levels of quality motivation, autonomy support, competence and relatedness in online courses than they did for face-to-face courses.     

Within-year changes in children’s intrinsic and extrinsic motivational orientations: Contextual predictors and academic outcomes

The present study was designed to investigate the nature, timing, and correlates of motivational change among a large sample (N = 1051) of third- through eighth-grade students. Analyses of within-year changes in students’ motivational orientations revealed that both intrinsic and extrinsic motivations decreased from fall to spring, with declines in intrinsic motivation especially pronounced for the adolescents and declines in extrinsic motivation especially pronounced for the elementary students. These changes in motivation were explained, in part, by shifts in students’ perceptions of the school goal context. Findings suggested that typical age-related declines in intrinsic motivation may be minimized by a school-wide focus on mastery goals. Finally, the potential academic consequences of students’ motivational orientations were examined with a series of hierarchical multiple regressions. Intrinsic motivation and classroom achievement appeared to influence one another in a positive and reciprocal fashion. Poor classroom performance minimally predicted higher levels of extrinsic motivation, but extrinsic motivation was not a source of low classroom grades.     

Autonomous and controlling reasons underlying achievement goals during task engagement: their relation to intrinsic motivation and cheating

The aim of this study was to investigate the relation of autonomous and controlling reasons underlying an endorsed achievement goal to intrinsic motivation and cheating. The endorsement of the achievement goal was ensured by involving 212 (M_age = 19.24, SD = .97) freshman students in a spatial task and asking them to report their most important achievement goal, as well as the reasons for adopting the goal, during the task. Results from a hierarchical regression analysis revealed that independent of the achievement goal the students adopted, the autonomous reasons for the endorsed goal were positively related to the indices of intrinsic motivation. Furthermore, the autonomous reasons underlying either performance or mastery-avoidance goals were negatively related to cheating. Alternatively, the controlling reasons for the endorsed goal were positively related to pressure and tension. The importance of considering both the ‘what’ and the ‘why’ aspect of achievement motivation are discussed.     

Using personalized learning as an instructional approach to motivate learners in online higher education: Learner self-determination and intrinsic motivation

Abstract

In this qualitative comparison study, we examine the perceived efficacy of using personalized learning (PL) activities based on PL principles to support students’ psychological need satisfaction and intrinsic motivation in an online course using a traditional one-size-fits-all model. We apply self-determination theory as a framework to investigate students’ perceptions of their psychological need satisfaction (e.g., competence, autonomy, and relatedness) and relation to students’ intrinsic motivation when enrolled in an online course implementing PL principles. Overall, the study results showed the potential of implementing personalized learning principles in online courses to support students’ psychological need satisfaction (e.g., autonomy and competence) and intrinsic motivation. Furthermore, students perceived the PL interventions as engaging and effective in meeting their learning needs and interests.     

Study procrastination, achievement, and academic motivation in web-based and blended distance learning

Growth in distance education is increasing the need to examine students' learning strategies in distance and blended learning environments. Students' cramming or spaced-review behaviors were measured and compared across delivery formats as well as examined related to course achievement and attitudes across a term. Although theory would predict that spaced study rather than last minute cramming would yield higher achievement, researchers report mixed findings in both areas. One hundred fifty-seven students in distance and blended course formats were blocked into 5 groups based on their cramming/spaced-review patterns a week prior to each of 3 posttests. Significant differences were observed in cramming/spaced-review behaviors between delivery formats and for achievement and attitudes.