Incremental validity of thinking styles in predicting academic achievements: an experimental study in hypermedia learning environments

The study examined the incremental validity of thinking styles in predicting academic achievement after controlling for personality and achievement motivation in the hypermedia‐based learning environment. Seventy‐two Chinese college students from Shanghai, the People’s Republic of China, took part in this instructional experiment. The End‐Of‐Semester test was designed to examine the students’ achievement in the course of General Psychology. The results partially supported the hypotheses concerning the relationships between students’ Type I and II thinking styles and their academic achievement in Type I test (including analysis, problem‐solving, and essay tests) and Type II test (including multiple‐choice and cloze tests), and showed that some Type III styles were significantly related to their academic achievement. Hierarchical regression analysis indicated that the capacity of thinking styles for explaining and predicting academic achievement was sometimes over and above the sum of personality traits and achievement motivation. Implications for educational practice are discussed.     

Intellectual Styles and Academic Achievement among Senior Secondary School Students in Rural China

The present study empirically addresses two longstanding controversial issues in the field of intellectual styles. The first concerns the distinction (or similarity) between various style constructs. The second relates to whether or not intellectual styles make a difference to students' academic achievement. Specifically, the study investigated the relationship between Torrance's modes of thinking and Sternberg's thinking styles. It also examined the role of the two style constructs in achievement in Chinese, English, and mathematics. Three self‐report inventories were administered to 452 students from a senior secondary school in rural China. After students' age, gender, and self‐rated abilities were controlled for, thinking styles predicted modes of thinking. In general, conservative intellectual styles predicted better achievement across the three subjects among students in lower grade levels, whereas creative intellectual styles contributed to achievement in Chinese among students in higher grade levels. It is concluded that each of the two style constructs has a unique value in explaining individual differences in human performance. Furthermore, the study makes another call for cultivating creative intellectual styles among school students.     

The effect of secondary school study skills preparation on first‐year university achievement

Although many studies have revealed the importance of study skills for students' first‐year performance and college retention, the extent of the impact of study skills preparation on students' academic achievement is less clear. This paper explores the impact of pre‐university study skills preparation on students' first‐year study experiences, academic achievement and persistence. The setting for this study is a large law school in the Netherlands which attracts students from more than 100 schools for secondary education. The results show that the perceived study skills preparation concerning time management and learning skills does have a positive impact on college students' first‐year study behaviour and academic achievement. However, the study also shows that the impact of perceived college preparation is far less important for college retention than other factors such as satisfaction about the chosen degree programme and tutorial attendance.     

ARE STUDENTS' LEARNING STYLES DISCIPLINE SPECIFIC?

In the study reported in this article, we examine the extent to which community college students' learning style preferences vary as a function of discipline. We were interested in knowing whether gender and academic performance play a role in student learning style preferences. The learning style preferences of 105 community college students (47 males and 58 females) were measured in four disciplines (i.e., English, mathematics, science, and social studies) using a modified version of the Kolb Learning Style Inventory IIa (Kolb, 1995), which was aimed at determining learning mode orientations: concrete experience, reflective observation, abstract conceptualization, and active experimentation. The results revealed significant differences in students' learning styles preferences across disciplines, but not for gender. In addition, student learning style preferences varied by academic performance as measured by GPA. These findings have important implications for community college teaching and research.     

Learning styles and retention and achievement on a two-year A-level programme in a Further Education College

This article reports on a longitudinal study of the relationship between teaching and learning styles and retention and achievement on an A-level programme in a college of further education. Honey and Mumford's (1986) learning styles questionnaire was completed by A-level students at the beginning of their programme of study and their scores as activists, pragmatists, reflectors and theorists were recorded. The A-level tutors completed a teaching styles questionnaire and their scores were also recorded. The majority of A-level students and tutors were reflectors. Students who withdrew within their first year and between the first and second years of study were interviewed about their reasons for withdrawal. The findings were that a larger number of activists withdrew in the early stages of their study than would be expected by their representation in the overall cohort. The students' final results, in terms of high raw scores and results above what would be expected based on GCSE performance, were compared with their learning styles. In this cohort of students it was found that having a high theorist tendency is beneficial to this type of academic study.     

Generation Psy: Student characteristics and academic achievement in a three-year problem-based learning bachelor program

This study investigated the simultaneous impact of demographic, personality, intelligence, and (prior) study performance factors on students' academic achievement in a three-year academic problem-based psychology program. Information regarding students' gender, age, nationality, pre-university education, high school grades, Big Five personality traits, intelligence (i.e., numerical, verbal, spatial), observed learning activities, and self-study time was collected among almost 1800 students enrolled in this psychology bachelor program at Erasmus University Rotterdam between 2003 and 2009. Academic achievement was measured by students' yearly number of acquired credit points, a course test, and a knowledge progress test. Multiple regression analyses showed that observed learning activities, first- and second-year performance, high school grades, conscientiousness, and verbal ability were most strongly and consistently related to academic achievement in the bachelor. Other student factors also contributed to academic achievement, but their influence was less prominent and mainly restricted to the first year. These results suggest that (prior) educational achievements and observable learning activities are most important for academic success in a problem-based learning bachelor program.     

Science Learning: A path analysis of its links with reading comprehension,question-asking in class and science achievement

The purpose of this research was to build and test a conceptual model of the complex interrelationships between students' learning in science (learning approaches and self-regulation), their reading comprehension, question-asking in class and science achievement. These variables were measured by means of a test and a series of questionnaires administered to 604 ninth-grade students, and the data collected were analysed using a correlational, cross-sectional design. Results of a path analysis indicated that (a) students’ self-regulated and intentional knowledge-constructing activity (self-regulated strategy use, deep approach and knowledge-building) were what chiefly accounted for their question-asking in class; (b) question-asking (high and low levels) was related directly to reading comprehension and indirectly, through its contribution to the this, to academic achievement; (c) reading comprehension was directly and negatively associated with surface approach and indirectly and positively related to deep approach and knowledge-building; and (d) some of these variables, particularly reading comprehension, accounted for academic achievement in science. This model explained nearly 30% of the variance in academic achievement and provided a substantial and distinctive insight into the web of interrelationships among these variables. Implications for future research and science teaching and learning are discussed (e.g. the importance of supporting students' efforts to learn science in a meaningful, active and self-regulated way and of improving their reading comprehension).     

Motivational Profile and Academic Achievement Among Students Enrolled in Different Schooling Tracks

From the contextual perspective, researchers argue that the relevance and weight of motivational variables of students' functioning vary depending on different dimensions related to individual, cultural or situational characteristics. The first objective of this study examined this contention by comparing self-perceptions of competence, learning goals and judgments of usefulness of school subjects as motivational determinants of high school students' commitment and achievement according to their assignment to their learning abilities. The second objective was to compare how these variables related to academic commitment and achievement according to the type of student and two school subjects. Two-hundred-and-twenty-six high school students from a same school participated sixty-one were learning disabled students, 60 were high achievers and 105 were average students. Findings suggest that the relevance of the motivational variables did not vary much across either the type of student or the school subjects. They also support Bandura's view about the primary role of self-perceptions of competence in students' academic commitment and achievement.     

Examining the Relationship Between Comparative and Self-Focused Academic Data Visualizations in At-Risk College Students' Academic Motivation

This qualitative study focuses on capturing students' understanding two visualizations often utilized by learning analytics-based educational technologies: bar graphs, and line graphs. It is framed by Achievement Goal Theory—a prominent theory of students' academic motivation—and utilizes interviews (n = 60) to investigate how students at risk of college failure interpret visualizations of their potential academic achievement. Findings suggest that visualizations only containing information about students themselves (i.e., self-focused affordances) evoked statements centered on mastering material. Visualizations containing information about students and a class average (i.e., comparative information), on the other hand, evoked responses that disheartened students and/or made them feel accountable to do better. Findings from this study suggest the following guidelines for designing visualizations for learning analytics-based educational technologies: (1) Never assume that more information is better; (2) anticipate and mitigate against potential misinterpretations—or harmful alternative interpretations—of visualizations; and (3) always suggest a way for students to improve. These guidelines help mitigate against potential unintended consequences to motivation introduced by visualizations used in learning analytics-based educational technologies. (Keywords: motivation, visualizations, learning analytics, Achievement Goal Theory, college students, educational technologies)     

Expectancy-value and cognitive process outcomes in mathematics learning: a structural equation analysis

Existing research has yielded evidence to indicate that the expectancy-value theoretical model predicts students' learning in various achievement contexts. Achievement values and self-efficacy expectations, for example, have been found to exert positive effects on cognitive process and academic achievement outcomes. We tested a conceptual model that depicted the interrelations between the non-cognitive (task value, self-efficacy) and cognitive (deep-learning approach, reflective-thinking) processes of learning, and academic achievement outcomes in mathematics. University students (n = 289) were administered a number of Likert-scale inventories and LISREL 8.80 was used to test various a priori and a posteriori models. Structural equation modeling yielded some important findings: (1) the positive temporally displaced effects of prior academic achievement, self-efficacy expectations and task value on achievement in mathematics, (2) the positive relations between self-efficacy expectations and task values and cognitive process outcomes and (3) the possible mediating role of self-efficacy expectations and task value between prior academic achievement and deep learning, reflective-thinking practice and academic achievement. Overall, our research investigation has provided empirical groundings for further advancement into this area of students' learning.     

Exploring the relationship among learning patterns,personality traits,and academic performance in freshmen

Providing information about how 1st-year students learn may help colleges plan actions aimed at increasing students' persistence in higher education programs. This research aims to assess 1st-year students' academic performance, using a path analysis to establish inter-correlations among students' personality traits, learning patterns, high school achievement, and objectively measured outcomes. Participants included 509 freshmen from different academic disciplines. Results show a causality relations model in which Conscientiousness positively influences Sequential and Precise learning patterns as well as academic performance. The path model also confirms Extraversion as a negative antecedent of the Technical learning pattern. It is argued that knowing students is a primary step to putting them in a position to become an active part of the learning process.     

Learning Styles Relevant to Identified Personality Types of Secondary Level Students

This study investigated the inter-relationships between learning styles as measured by Kolb's Learning Style Inventory 1985 (LSI) and personality types as measured by Myers-Briggs Type Indicator (MBTI). The two instruments were administered to tenth grade students in Singapore. The canonical correlation analysis revealed two significant canonical correlation coefficients, indicating moderate relationships between the variables of the LSI and MBTI. The canonical variates represented abstract thinking and reflective thinking, factors associated by the students with academic achievement. The LSI types and the MBTI learning profiles of the sample were also examined.     

Secondary school students' conceptions of learning and their relationship to achievement

Conceptions of learning were investigated in three studies. Study 1 piloted a modified version of Purdie and Hattie's (2002) Conceptions of Learning Inventory (COLI-I) with 236 secondary students. Multilog analysis was used to remove items with poor measurement characteristics. Study 2 used a nationally representative sample of 701 New Zealand secondary school students who completed the COLI-II. The measurement model had marginally acceptable fit. Study 3 consisted of 608 secondary students who completed a slightly revised COLI-III and provided standardised academic reading and mathematics achievement data. The Study 2 and 3 samples were found to have configural invariance and the structural model mapping students' conceptions of learning onto their academic achievement had acceptable fit. The conception that learning is a duty predicted lower achievement and the conception of learning as continuous predicted higher achievement. This is the first study to empirically demonstrate a direct relationship between learning conceptions and academic outcomes in the secondary sector.     

Cognitive foundations for science assessment design: Knowing what students know about evolution

To improve assessments of academic achievement, test developers have been urged to use an “assessment triangle” that starts with research‐based models of cognition and learning [NRC (2001) Knowing what students know: The science and design of educational assessment. Washington, DC: National Academy Press]. This approach has been successful in designing high‐quality reading and math assessments, but less progress has been made for assessments in content‐rich sciences such as biology. To rectify this situation, we applied the “assessment triangle” to design and evaluate new items for an instrument (ACORNS, Assessing Contextual Reasoning about Natural Selection) that had been proposed to assess students' use of natural selection to explain evolutionary change. Design and scoring of items was explicitly guided by a cognitive model that reflected four psychological principles: with development of expertise, (1) core concepts facilitate long‐term recall, (2) causally‐central features become weighted more strongly in explaining phenomena, (3) normative ideas co‐exist but increasingly outcompete naive ideas in reasoning, and (4) knowledge becomes more abstract and less specific to the learning situation. We conducted an evaluation study with 320 students to examine whether scores from our new ACORNS items could detect gradations of expertise, provide insight into thinking about evolutionary change, and predict teachers' assessments of student achievement. Findings were consistent with our cognitive model, and ACORNS was revealing about undergraduates' thinking about evolutionary change. Results indicated that (1) causally‐central concepts of evolution by natural selection typically co‐existed and competed with the presence of naïve ideas in all students' explanations, with naïve ideas being especially prevalent in low‐performers' explanations; (2) causally‐central concepts were elicited most frequently when students were asked to explain evolution of animals and familiar plants, with influence of superficial features being strongest for low‐performers; and (3) ACORNS scores accurately predicted students' later achievement in a college‐level evolution course. Together, findings illustrate usefulness of cognitive models in designing instruments intended to capture students' developing expertise. © 2012 Wiley Periodicals, Inc. J Res Sci Teach 49: 744–777, 2012     

Relations of middle school students' perceptions of family and school contexts with academic achievement

The purposes of this study were to examine the relations of both family and school contexts on students' academic achievement and to explore the mediating effects of students' perceptions of their motivations and academic self‐competence between the family and school contexts and achievement. Participants were 230 fifth‐ and sixth‐grade students. Students' perceptions of parenting style (demandingness and responsiveness), parental involvement (parental values and involvement in school functions), teaching style (teacher control and responsiveness), and school atmosphere (school responsiveness and supportive social environment) significantly predicted their school achievement; however, students' motivations and self‐competence mediated the relations between students' contexts and their academic achievement. Furthermore, parental values, teacher responsiveness, school responsiveness, and supportive social environment predicted students' motivations and academic competence above and beyond parenting style, parental involvement, and teacher control. The importance of students' supportive relationships and the internalization of the messages conveyed to them underscore the need for a contextual view by school psychologists when consulting with parents and education staff regarding achievement concerns. © 2001 John Wiley & Sons, Inc.     

Revisiting the effects of project-based learning on students’ academic achievement: A meta-analysis investigating moderators

Project-based learning is generally considered an alternative to traditional, teacher-led instruction. However, there is a noticeable lack of meta-analyses with regard to determining its overall effects on students' academic achievement, and what study features may moderate the impacts of project-based learning. This study thus performed a meta-analysis to synthesize existing research that compared the effects of project-based learning and those of traditional instruction on student academic achievement. Forty-six effect sizes (comparisons) extracted from 30 eligible journal articles published from 1998 to 2017 were analyzed, representing 12,585 students from 189 schools in nine countries. The results showed that the overall mean weighted effect size (d₊) was 0.71, indicating that project-based learning has a medium to large positive effect on students' academic achievement compared with traditional instruction. In addition, the mean effect size was affected by subject area, school location, hours of instruction, and information technology support, but not by educational stage and small group size.     

The Relationship Between Thinking Style Differences and Career Choices for High-Achieving Students

The intent of this study was to present information about high-achieving students' career decision making associated with thinking styles. We gathered data from two International Baccalaureate (IB) programs and a Governor's School Program with a sample of 209 high-school students. The findings of this study demonstrated that the effect of program on the different thinking styles was statistically significant. The findings showed that external thinking style was a good predictor for choosing social science areas as future careers. However, students with higher external thinking styles chose computer and math areas 73% less often than students with lower external thinking styles. In addition, the findings demonstrated that high-school students attending a program with an academic focus on liberal arts tended to be more people oriented and outgoing and valued sharing ideas with others as opposed to students in a program with an academic focus on science and technology. Finally, students attending a program with an academic focus on liberal arts tended to be more systematic and set priorities more often than students in a program with an academic focus on science and technology.     

Perceived parent goals and student goal orientations as predictors of seeking or not seeking help: Does age matter?

To study the contribution of perceived parent achievement goals to students' attitudes towards academic help seeking, 4th, 6th, 7th, and 9th grade students in Greece (n = 712) reported perceptions of their parents' achievement goals, personal achievement goal orientations, and help-seeking beliefs and intentions. Students' mastery goal orientation positively predicted their help-seeking attitudes (perceived benefits and intentions to seek help) and negatively predicted their help-seeking avoidance attitudes (perceived costs and intentions to avoid seeking help), whereas performance-avoidance orientation directly predicted their help-seeking avoidance attitudes. Multiple-group path analysis indicated that perceived parent goals predicted student help seeking and help avoidance attitudes through students' own achievement goal orientations. Further, the pattern of relations varied by grade level. Results are discussed in light of current theory and research on the developmental phases of parental influence on student motivation and self-regulated learning.     

Relationships between students' meaningful learning orientation and their understanding of genetics topics

This study explored factors predicting the extent to which high school students (N = 140) acquired meaningful understanding of the biological topics of meiosis, the Punnett-square method, and the relationships between these topics. This study (a) examined mental modeling as a technique for measuring students' meaningful understanding of the topics, (b) measured students' predisposed, generalized tendency to learn meaningfully (meaningful learning orientation), (c) determined the extent to which students' meaningful learning orientation predicted meaningful understanding beyond that predicted by aptitude and achievement motivation, (d) experimentally tested two instructional treatments (relationships presented to students, relationships generated by students), (e) explored the relationships of meaningful learning orientation, prior knowledge, instructional treatment, and all interactions of these variables in predicting meaningful understanding. The results of correlations and multiple regressions indicated that meaningful learning orientation contributed to students' attainment of meaningful understanding independent of aptitude and achievement motivation. Meaningful learning orientation and prior knowledge interacted in unique ways for each topic to predict students' attainment of meaningful understanding. Instructional treatment had relatively little relationship to students' acquisition of meaningful understanding, except for learners midrange between meaningful and rote. These findings imply that a meaningful learning approach among students may be important, perhaps as much or more than aptitude and achievement motivation, for their acquisition of interrelated, meaningful understandings of science.     

Self-perception,individual learning style and academic achievement by a pair of bilingual twins in a secondary school

This study is concerned with the academic progress and achievement of a pair of newly arrived bilingual twins in a secondary school in London and the affective factors involved. Differences in their personality traits and self perception resulted in the development of their divergent personal learning styles. The introverted personality of one of them helped him to adopt a relatively 'deep' learning style while the extroverted personality of the other enhanced his group work, talk and classroom socialisation under appropriate circumstances. Task interest, appropriate learning strategies and supportive situations improved motivation as well as learning style for both of them. The students' learning behaviour reported in this investigation have implications for curriculum planning in schools.