Examining the mediating effect of science self-efficacy on the relationship between metavariables and science achievement

Current studies reveal that meta-level variables are very important in learning; however, little research has been devoted to the role of metaconceptual and meta-affective variables on student achievement. With the aim of filling this gap in the literature, the present study investigated the relationship between metavariables (metaconceptual awareness, metaconceptual regulation, affective awareness, and affective regulation) and science achievement with the mediating effect of science self-efficacy through structural equation modeling. A total of 576 eighth grade students participated in the study. Results indicated that science self-efficacy partially mediated the relationship that metaconceptual regulation and affective regulation have with science achievement. In other words, students who monitor and evaluate their existing conceptions and follow, control, and adapt their emotions are likely to have high science self-efficacy and then high science achievement. In addition, metaconceptual awareness, metaconceptual regulation, and affective regulation positively predicted science self-efficacy, which was itself a positive predictor of science achievement. The findings imply that metavariables are essential components of science achievement via self-efficacy.     

THE DEVELOPMENT OF THE META‐AFFECTIVE TRAIT SCALE

The purpose of this study was to develop a Meta‐Affective Trait Scale (MATS) to measure the meta‐affective inclinations related to emotions that students have while they are studying for their classes. First, a pilot study was performed with 380 10th‐grade students. Results of the exploratory factor analysis supported a two‐factor structure of the MATS, with 17 items and two dimensions (affective awareness and affective regulation). Second, in the validation study, the confirmatory factor analysis was carried out using data from 359 11th‐grade students. Satisfactory fit indices were obtained, providing evidence for the reliability and validity of the scale. Finally, for further evidence, a correlational analysis was run. Results indicated positive and significant correlations between learning strategies and self‐efficacy and the dimensions of the MATS. Consequently, the MATS can be employed by both researchers and teachers to assess students’ meta‐affective inclinations.     

University students’ learning approaches: An adaptation of the revised two-factor study process questionnaire to Norwegian

This paper reports a Norwegian validation study of a widely used instrument to measure students’ approaches to learning, namely, Bigg’s revised two-factor study process questionnaire (R-SPQ-2F). Its cultural sensitivity and psychometry evaluations have provoked rigorous discussion among educators in different languages. A survey design was adopted involving 253 undergraduate engineering students across two universities. Confirmatory factor analyses were used to test six models hypothesized to reflect the factor structures of R-SPQ-2F and unidimensionality of its subscales. The results showed appropriate fits of a two-factor first-order model with 10 items measuring deep approach and 9 items measuring surface approach subscales. The reliability was found to be high with coefficients of .81, .72 and .63 on deep subscale, surface subscale and the whole instrument respectively. Findings may be interpreted as evidence of cultural sensitivity of the instrument and more validation studies were recommended.     

Metaconceptually-enhanced simulation-based inquiry: effects on eighth grade students’ conceptual change and science epistemic beliefs

This study investigated the effects of metaconceptually-enhanced, simulation-based inquiry learning on eighth grade students’ conceptual change in science and their development of science epistemic beliefs. Two experimental groups studied the topics of motion and force using the same computer simulations but with different simulation guides: one enhanced with metaconceptual scaffolding, while the other was not. The findings led to the following conclusions: (a) metaconceptual scaffolding enhanced simulation-based learning by significantly reducing science misconceptions, but it was not as effective in changing students’ mental models which consisted of multiple interrelated key concepts; (b) students’ beliefs about the speed of learning and the construction of knowledge were strong predictors of conceptual change learning outcomes; (c) epistemologically more mature students did not benefit more from metaconceptual interventions than those with less mature beliefs; (d) further interventions are needed to promote the development of students’ science epistemic beliefs in inquiry learning.     

Development and Validation of an Instrument to Measure Students’ Motivation and Self‐Regulation in Science Learning

Students’ motivational beliefs and self‐regulatory practices have been identified as instrumental in influencing the engagement of students in the learning process. An important aim of science education is to empower students by nurturing the belief that they can succeed in science learning and to cultivate the adaptive learning strategies required to help to bring about that success. This article reports the development and validation of an instrument to measure salient factors related to the motivation and self‐regulation of students in lower secondary science classrooms. The development of the instrument involved identifying key determinants of students’ motivation and self‐regulation in science learning based on theoretical and research underpinnings. Once the instrument was developed, a pilot study involving 52 students from two Grade 8 science classes was undertaken. Quantitative data were collected from 1,360 students in 78 classes across Grades 8, 9, and 10, in addition to in‐depth qualitative information gathered from 10 experienced science teachers and 12 Grade 8 students. Analyses of the data suggest that the survey has strong construct validity when used with lower secondary students. This survey could be practically valuable as a tool for gathering information that may guide classroom teachers in refocusing their teaching practices and help to evaluate the effectiveness of intervention programmes.     

Psychometric Properties of an Instrument to Measure Social and Pedagogical School Climate Among Teachers (PESOC)

This study investigated the psychometric properties of a teacher-reported version of a Swedish school climate instrument called the Pedagogical and Social Climate (PESOC), which consists of 95 items covering cultural, structural and social factors. A sample of 348 teachers from 19 Swedish secondary schools was used. Multilevel confirmatory factor analysis conducted within a structural equation modelling framework indicated that the PESOC had a two-factor structure at the teacher level and a one-factor at the school level. The PESOC’s convergent validity was supported by the school-level correlations between PESOC and another established instrument (i.e., the Team Climate Inventory). Further validation studies of PESOC are needed with larger, more representative samples, and with information on important outcomes such as student achievement and wellbeing.     

Students' Behavioral and Emotional Participation in Academic Activities in the Mathematics Classroom: A Multilevel Confirmatory Factor Analysis

In this research, the authors raised the issue that prior studies had failed to address the nested structure of data in examining the construct validity of an instrument measuring students' behavioral and emotional participation in academic activities in the classroom. To address this question, the authors illustrated the utility of the multilevel confirmatory factor analysis (MCFA) approach to reexamine the construct validity of this instrument. The sample consisted of 2,041 students in 5th grade from 67 classes in Hong Kong. First, the results justified the requirement of MCFA and indicated that the 4-factor model tested with MCFA provided better fit to the data than that tested with a single-level confirmatory factor analysis (CFA). Second, the study also provided adequate support for a multilevel second-order two-factor model that distinguished engagement from disaffection. Third, the factor structure was invariant across the student level and the classroom level for both the 4-factor model and the second-order two-factor model. Fourth, the results highlighted the presence of ambiguity in differentiating between the dimensions at the classroom level and supported the unidimensionality of the classroom-level construct. Fifth, student engagement was significantly and positively correlated with mathematics test scores, teachers' classroom-management practices, teacher support, and student order in the classroom. Finally, the authors discuss the implications of the study and its limitations and offer suggestions for model selection and explorations for future research.     

大学生英、日语言学习迁移中的影响因素和因素结构分析

以210名大学生为对象开展问卷调查,并据此进行因素分析,抽取作为第二外语学习的日语学习过程中影响学习迁移的主要因素,将9个主因素之间的相关通过AMOS4．0做结构模型,验证从英语学习到日语学习的学习迁移过程中9因素之间的相关,并根据相关系数具体分析各因素之间相关得出的结论。     

DEVELOPMENT, VALIDATION, AND USE OF A GREEK-LANGUAGE QUESTIONNAIRE FOR ASSESSING LEARNING ENVIRONMENTS IN GRADE 10 CHEMISTRY CLASSES

This study describes the development and validation of a Greek-language instrument that can be used to assess grade 10 students' perceptions of their chemistry classroom environment as a means of showing differences between chemistry learning environments in Greece (Attica) and Cyprus. The development of the instrument was based on available learning environment questionnaires. The questionnaire was administered to 1,394 students from 49 chemistry classes in Attica, and the resulting data were analyzed to explore the reliability and the validity of the new instrument. The validated questionnaire was administered to 225 students from 15 classes in urban areas of Cyprus. The data analyses supported the questionnaire's internal consistency, discriminant validity, and ability to differentiate between classrooms. Effect sizes and independent samples t test analyses revealed differences between the two samples. Cypriot students viewed their chemistry classroom environment more favorably than did the Attica students. A possible cause for this difference could be the knowledge-centered aspect of the grade 10 chemistry curriculum in Greece compared to the corresponding tool-instrumental knowledge curriculum in Cyprus.     

An examination of undergraduates’ metacognitive strategies in pre-class asynchronous activity in a flipped classroom

The aim of the study is to examine undergraduate students’ awareness of metacognition, the metacognitive strategies they use in their learning and their learning performance in pre-class asynchronous activity in a flipped classroom. The sample consisted of 47 undergraduate students. Eleven students were not included in this study since they did not participate in all quizzes and most of the metacognitive strategy activities. Metacognitive Awareness Inventory and Metacognitive Strategies Evaluation Activities were used as data collection tools. The results showed that Computer Education and Instructional Technology students’ metacognitive awareness was at a high level and their metacognitive strategy levels and learning performances differed weekly. Post hoc results indicated no difference between metacognitive strategy and learning performance in the first three weeks. However, the results of the first 3 weeks differed from those of the 4th and 5th weeks. In addition, our regression analysis result indicated that using metacognitive strategies predicted 80% of students’ learning performance. This rate shows the importance of using metacognitive strategies for the learning process in pre-class asynchronous activity in the flipped classroom.     

学习困难学生自主学习策略研究

为揭示自主学习策略对学习困难学生的影响,并为学习困难学生的训练和矫正提供心理学依据,应用自主学习策略问卷,对小学5年级95名学习优秀学生和89名学习困难学生进行了自主学习策略比较研究。结果发现:学习困难学生自主学习策略明显低于学习优秀学生;学习困难女学生自主学习策略水平整体显著高于男生;影响学生学习成绩是多个自主学习策略因子共同作用的结果。     

The Revised Two-Factor Study Process Questionnaire (R-SPQ-2F): Exploratory and confirmatory factor analyses at item level

The underlying structure of the Revised Two factor version of the Study Process Questionnaire (R-SPQ-2F), a 20-item instrument for the evaluation of students’ approaches to learning (SAL), was examined at item level using two independent groups of undergraduate students enrolled in the first (n=314) and last (n=522) years of their studies. The methods used were (a) Exploratory factor analysis (EFA) assisted by rigorous procedures such as Velicer’s MAP test, parallel analysis and the Schmid Leiman solution with the first sample; and (b) confirmatory factor analysis (CFA) with the second sample. The results of EFA indicated that the latent structure of the R-SPQ-2F is best described by two factors and the results of CFA suggested that out of four a priori structural models, the best fit was achieved by a simple first-order two-factor model. Taken together, these results seemed to converge, suggesting (a) that SAL might be defined as a co-variation between a motive and its intended strategy, these not necessarily being divided into separate first-order factors (subscales), and (b) that the underlying structure of the R-SPQ-2F is apparently non-hierarchical, being best described by a parsimonious first-order two-factor model in which Deep and Surface learning approaches are each measured by their ten corresponding items.     

Assessing and Predicting College Students’ Use of Strategies for the Self-Regulation of Motivation

College students (N = 215) completed a self-report instrument designed to assess different regulation of motivation strategies as well as aspects of their motivational beliefs, use of cognitive and metacognitive learning strategies, and procrastination. The study serves to extend the research on the self-regulation of motivation through three related findings. One, results indicate that the instrument evaluated in the study provides a reliable and valid method for assessing six motivational regulation strategies in a college population. Two, analyses revealed differences in the extent that students reported using the regulation of motivation strategies, while also showing them to be related to other aspects of self-regulated learning in a theoretically consistent way. Last, findings from a series of multiple regressions indicate that students’ engagement in motivational regulation is a function of their existing motivational beliefs and attitudes.     

Consensus-based course design and implementation of constructive alignment theory in a power system analysis course

This article presents the implementation of the constructive alignment theory (CAT) in a power system analysis course through a consensus-based course design process. The consensus-based design process involves both the instructor and graduate-level students and it aims to develop the CAT framework in a holistic manner with the goal of including different perceptions. The considerations required to implement this approach are described in detail. To examine the effect of this approach, three different course evaluations were conducted by querying the students during different stages of the course. These evaluations show that most of the students find a benefit for their learning in the implementation of CAT within the new course design. These observations are supported by a comparison of the students’ performance in the new course and the previous one. Finally, the revised two-factor study process questionnaire (R-SPQ-2F) is utilised to identify the students’ learning approach towards the course. The aim is to correlate the students’ approach with their final grade to assess if students adopting a deep learning approach are rewarded with higher marks and vice versa, that is, to check if the CAT implementation was successful. Meanwhile, some of the R-SPQ-2F limitations, which affect the quality of the results, are identified and discussed. Additionally, to facilitate the practical usage of R-SPQ-2F, an algorithm was developed by the authors to rank the students’ approach towards the course. The results of the new ranking algorithm demonstrate positive correlation with the students’ final grade, which is an indication of the effective CAT implementation.     

Exploring students’ conceptions of science learning via drawing: a cross-sectional analysis

ABSTRACT

This cross-sectional study explored students’ conceptions of science learning via drawing analysis. A total of 906 Taiwanese students in 4th, 6th, 8th, 10th, and 12th grade were asked to use drawing to illustrate how they conceptualise science learning. Students’ drawings were analysed using a coding checklist to determine the presence or absence of specified attributes. Data analysis showed that the majority of students pictured science learning as school-based, involving certain types of experiment or teacher lecturing. In addition, notable cross-sectional differences were found in the ‘Activity’ and ‘Emotions and attitudes’ categories in students’ drawings. Three major findings were made: (1) lower grade level students conceptualised science learning with a didactic approach, while higher graders might possess a quantitative view of science learning (i.e. how much is learned, not how well it is learned), (2) students’ positive and negative emotions and attitudes toward science learning reversed around middle school, and (3) female students expressed significantly more positive emotions and attitudes than their male counterparts. In conclusion, higher graders’ unfruitful conceptions of science learning warrant educators’ attention. Moreover, further investigation of girls’ more positive emotions and attitudes found in this study is needed.     

The impact of Greek University students’ perceptions of their learning environment on approaches to studying and academic outcomes

The relationship between university students’ perceptions of their academic environment, their approaches to study, and academic outcomes was investigated for first and fourth-final year students. The responses of 88 first and 92 fourth year students were analysed using a path analysis model. Students’ perceptions of the learning environment were measured by an instrument based on the Course Perceptions Questionnaire (CPQ) and Course Experience Questionnaire (CEQ) inventories. The Approaches to Studying Inventory (ASI) was used to assess students’ approaches to studying. The structure of the ASI inventory was explored by factor analysis. The analysis gave two factors which reflect the deep and surface approaches to studying. Workload does not predict any of the studying approaches and academic outcomes. There was a pattern of relationships between deep approach, perceptions of learning environment which encourage this approach, and outcomes. Assessment methods was the best predictor of satisfaction for all of the students. For the first year students, University grade was not associated with any of the explored variables but the level of satisfaction was predicted by relationships with tutors and fellows. For the fourth year students, good teaching predicted achievement both directly and indirectly through the deep approach to studying. The findings indicate that fourth year students’ perceptions of the current learning environment are a stronger predictor of academic achievement than prior academic ability (university entrance examinations’ grade). The study suggests further exploration of the impact of affect in learning especially for the newcomers.     

Motivational regulation strategies,academic self-concept,and cognitive learning strategies of university students: does academic self-concept play an interactive role?

The present study aimed to examine the specific relations between five motivational regulation strategies (i.e., interest enhancement, environmental control, self-consequating, performance self-talk, mastery self-talk), academic self-concept, and three cognitive learning strategies (i.e., organization, elaboration, rehearsal) of 415 university students. A total of n = 238 students were in the first year of their university program, while n = 178 students were in the mid-term of their university program. Results of correlation analysis revealed that all five motivational regulation strategies were positively related to the three cognitive learning strategies. In contrast, regression analysis showed that organization was only significantly linked to interest enhancement, self-consequating, and performance self-talk, while elaboration was only significantly linked to self-consequating, and rehearsal was only significantly linked to interest enhancement and performance self-talk. Academic self-concept proved to interact with interest enhancement in predicting elaboration. Furthermore, the measurement separability of the three constructs (i.e., motivational regulation strategies, academic self-concept, cognitive learning strategies) and measurement invariance across sample for the five motivational regulation strategies were also supported.

     

Using a New Learning Environment Questionnaire for Reflection in Teacher Action Research

This article reports the development, validation and use of an instrument designed to provide teachers with feedback information, based on students’ perceptions, about their classroom environments. The instrument was developed to provide teachers with feedback that they could use to reflect on their teaching practices and, in turn, guide the implementation of strategies to improve their learning environments. To determine the validity and reliability of the new instrument, data from 2043 grade 11 and 12 students from 147 classes in 9 schools were analysed. The Rasch model was used to convert data collected using a frequency response scale into interval data that are suitable for parametric analyses. During an action research process, reflective journals, written feedback, discussions at a forum and interviews with eight teachers helped to illuminate the processes used by teachers during action research. This article reports the views of these teachers in general and examines more closely how one of the teachers used student responses to the learning environment questionnaire as a tool for reflection and as a guide in transforming her classroom environment. This case study helped us to gauge the extent to which action research based on students’ perceptions of the learning environment was useful in guiding teachers’ improvements of their classroom learning environments.     

613名小学生自我效能感状况及其与自主学习策略的关系研究

本研究通过问卷调查,考察613名小学生自我效能感状况及其与自主学习策略的关系。结果如下:(1)613名小学生的总体自我效能感较高;(2)两所学校之间小学生能力自我效能感差异显著;(3)在能力自我效能感方面,6年级与4、5年级存在显著差异;(4)小学生在总体自我效能感、能力自我效能感和行为自我效能感上都存在极其显著的性别差异;(5)小学生自我效能感与自主学习策略相关显著,小学生的自我效能感能够预测自主学习策略的运用。     

Another Nail in the Coffin for Learning Styles? Disparities among Undergraduate Anatomy Students’ Study Strategies,Class Performance,and Reported VARK Learning Styles

The concept and existence of learning styles has been fraught with controversy, and recent studies have thrown their existence into doubt. Yet, many students still hold to the conventional wisdom that learning styles are legitimate, and may adapt their outside of class study strategies to match these learning styles. Thus, this study aims to assess if undergraduate anatomy students are more likely to utilize study strategies that align with their hypothetical learning styles (using the VARK analysis from Fleming and Mills, 1992 , Improve Acad. 11:137–155) and, if so, does this alignment correlate with their outcome in an anatomy course. Relatedly, this study examines whether students’ VARK learning styles are correlated with course outcomes regardless of the students’ study strategies, and whether any study strategies are correlated with course outcomes, regardless of student-specific VARK results. A total of 426 anatomy students from the 2015 and 2016 Fall semesters completed a study strategies survey and an online VARK questionnaire. Results demonstrated that most students did not report study strategies that correlated with their VARK assessment, and that student performance in anatomy was not correlated with their score in any VARK categories. Rather, some specific study strategies (irrespective of VARK results), such as use of the virtual microscope, were found to be positively correlated with final class grade. However, the alignment of these study strategies with VARK results had no correlation with anatomy course outcomes. Thus, this research provides further evidence that the conventional wisdom about learning styles should be rejected by educators and students alike. Anat Sci Educ. © 2018 American Association of Anatomists.