Using learning analytics to explore self-regulated learning in flipped blended learning music teacher education

Blended learning (BL) is a popular e-Learning model in higher education that has the potential to take advantage of learning analytics (LA) to support student learning. This study utilized LA to investigate fourth-year undergraduates' (n = 157) use of self-regulated learning (SRL) within the online components of a previously unexamined BL discipline, Music Teacher Education. SRL behaviors were captured unobtrusively in real time through students' interaction with course materials in Moodle. Categorized by function: (1) activating—online access location, day-of-the-week, time-of-day; (2) sustaining—online frequency; and (3) structuring—online regularity and exam review patterns, all six SRL behaviors were revealed to have weak to moderate significant relationships with academic achievement. Results indicated access day-of-the-week and access frequency as the strongest predictors for student success. Findings regarding access regularity when viewed through results from previous SRL-LA research may suggest the importance of this SRL behavior for successful students within several BL discipline areas. In addition, the role of learning design (eg, flipped instruction) in potentially scaffolding students' choices toward specific SRL behaviors, was revealed as an important context for future researchers' consideration.     

Process-oriented design principles for promoting self-regulated learning in primary teacher education

Many recent studies have stressed the importance of students’ self-regulated learning (SRL) skills for successful learning. Consequently, primary teacher educators have been encouraged by policy makers to increase their students’ SRL opportunities in educational pre-service programs. However, primary teacher educators often find it difficult to implement these innovations in their teaching. In the present study, a literature search concerning SRL was conducted. Based on this search, seven process-oriented design principles were formulated, resulting in an SRL model for primary teacher education. This SRL model provides more insight into relevant SRL aspects and can support SRL implementation in pre-service teacher education.     

Occurrences and quality of teacher and student strategies for self-regulated learning in hands-on simulations

For many decades, teacher-structured hands-on simulations have been used in education mainly for developing procedural and technical skills. Stimulating contemporary learning outcomes suggests more constructivist approaches. The aim of this study is to examine how self-regulated learning (SRL), an important constructivist learning environment characteristic, is expressed in hands-on simulations. Via structured observations of teachers’ SRL promoting strategies and students’ SRL strategies in eight hands-on simulations, along the three phases of SRL, this study is the first to expose whether students and teachers use SRL in hands-on simulations, what these strategies look like and what their quality is. The results show that both students and teachers demonstrate SRL behaviour in the forethought, performance and reflection phase to some extent, but that they vary considerably in their occurrences, form and quality and provide opportunities for improvement. For example, teacher strategies ‘modelling’ and ‘scaffolding’ were often used, while ‘giving attribution feedback’ and ‘evaluation’ were lacking. The student strategy ‘proposing methods for task performance’ was used regularly, while ‘goal-setting’ and ‘self-monitoring’ were often absent. An overview shows exemplary teacher and student behaviours in the SRL phases with lower, medium and higher quality in hands-on simulations.     

The development of self-regulated learning

The purpose of this study is to examine the tendency for the development of self-regulated learning according to grade level. As a means to this end, competing causal models for each grade were set up, and through validity tests for the causal models the most fitting self-regulated learning model for South Korea students could be arrived at. Based on the conceptual model of self-regulated learning proposed by Pintrich (1989), Pintrich and De Groot (1990), and Zimmerman (1989, 1990), which focus on the relationship between motivation and cognition, three causal models were set up. According to the results of a structural analysis for 1,865 elementary, middle and high school students, model П which structures intrinsic value as an exogenous variable, was determined the best-fitting model. In addition, the 30% variance in the 5th grade elementary school students and 32% and 18% variance in middle school and high school students respectively are explained by the test model.     

Enhancing self-regulated learning by writing learning protocols

Learning protocols are a self-guided way of writing that allows for elaboration and reflection on learning content. In an experimental study (N = 103), we supported protocol writing with prompts to elicit important strategies as postulated by a cyclical model of self-regulated learning. Students received either (a) no prompts, (b) cognitive prompts, (c) metacognitive prompts, (d) mixed prompts without, or (e) including prompts for planning of remedial strategies. Prompting all essential sub-processes of self-regulated learning (group e) fostered students' comprehension best. Thus, with appropriate support, writing can serve as a beneficial medium helping students to self-regulate their understanding of subject matter.     

Verbalization and children's self-regulated learning

This article discusses the idea that overt verbalization helps to develop children's self-regulated learning of cognitive skills. Verbalization can enhance children's attention to task-relevant features. As a type of rehearsal, verbalization may improve coding, storage, and retention of material, and thereby facilitate subsequent retrieval and use. Verbalization can help children maintain a positive task outlook and cope with difficulties. Because verbalization makes salient a systematic approach for improving learning and children's ability to apply it, verbalization also can raise self-efficacy (perceived capabilities). Research is summarized that assesses the effects on children's learning due to verbalizing information to be remembered, modeled actions, and strategies. Future research needs to explore maintenance and generalization of systematic approaches to learning, verbalization of task-specific and general statements, and uses of verbalization in classrooms.     

Inherent details in self-regulated learning

Self-regulated learning (SRL) has become a pivotal construct in contemporary accounts of effective academic learning. I examine several areas of theory and empirical research, which are not prominently cited in educational psychology's research into SRL, that reveal new details of what SRL is and how students develop productive SRL. I interpret findings from these investigations to suggest that nondeliberative, knowledge-based elements are inherent in the processes of SRL, and in learning more generally. Several topics for future research are sketched based on an assumption that learning effectively by oneself will remain a goal of education and can be an especially revealing context in which to research SRL.     

Development of the self-directed learning skills scale

The purpose of this study was to develop a valid and reliable scale for assessing high school students’ self-directed learning skills. Based on a literature review and data obtained from similar instruments, all skills related to self-directed learning were identified. Next, an item pool was prepared and administered to 255 students from various high schools. To test the suitability of the gathered data, exploratory factor analysis was performed. The results revealed that there were correlations between the items, factor analysis could be conducted and nine factors were obtained. A confirmatory factor analysis (CFA) was performed concerning the quality of the factor structure. The results of the CFA confirmed the nine-factor solution. The final version of the scale has a nine-factor structure and includes a total of 40 items. This instrument uses a five-point Likert-type scale and was termed the Self-Directed Learning Skills Scale (SDLSS).     

Extending the testing effect to self-regulated learning

In addition to serving summative assessment purposes, testing has turned out to be a powerful learning tool. However, while the beneficial effect of testing on learning performances has been confirmed in a large body of literature, the question of exactly how testing influences cognitive and metacognitive processes remains unclear. We therefore set out to investigate the effect of testing on self-regulated learning (SRL) processes. We hypothesized that by recalibrating metacognitive monitoring, regular practice testing can trigger efficient SRL processes and, in turn, foster learning. To test this hypothesis, we exposed first-year undergraduates to a complex neurology module. Participants were randomly assigned to either the practice testing group or a control group. The testing group underwent multiple practice tests during the neurology module, whereas the control group only underwent the multiple practice tests after the course. To assess the impact of practice testing on SRL processes, we combined a think aloud protocol with a metacognitive monitoring self-report measure. Results showed that, compared with controls, participants in the practice testing group were significantly less overconfident in their ability to recall recently learned information and performed better on a posttest questionnaire. Furthermore, mediation analyses confirmed that enhanced learning performance was explained by the use of efficient SRL processes. Therefore, these results allow us to extend the testing effect to SRL, and empirically underscore the central role of monitoring in SRL. Contributions to the fields of practice testing and SRL are discussed.     

The role of the self-system in self-regulated learning

Until recently, general assumptions were made about the importance of the self-system in self-regulation (e.g., importance of self-concept, self-efficacy, self-esteem), but the more specific underlying structures and processes of the self-system that are involved in this self-management process were rarely addressed. This article presents theoretical and empirical support for a preliminary causal model of the role of the self-system in self-regulated learning. The model postulates that for self-regulated learning processes to be engaged, students must view themselves as activators of these processes (i.e., they must possess positive self-views in general as well as have specific perceptions of competency and control in particular learning situations). The model also postulates a recursive and reciprocal relationship between the processes involved, such that continual self-evaluations of competency and control can force changes in perceptions of self, the learning task, goal importance, etc., that, in turn, exert continuing influences on motivation, use of self-regulatory processes, and actual task performance. Educational implications of the model are discussed along with future research directions.     

基于网络的化学自主学习研究

文章在调查研究和实验干预的基础上 ,通过对计算机网络支撑条件下学生化学自主学习能力的个案研究 ,认为网络有助于学生的化学自主学习能力的培养和学业成绩的提高。     

Supporting self-regulated hypermedia learning through prompts

The aim of this research was to develop and evaluate tools and supports for self-regulated learning with hypertext information structures, such as Web pages. Two kinds of supports for self-regulated learning were developed and tested experimentally: Prompting and Prompting with Training. In Experiment 1, Prompting was tested with a pre-post-test between subject design, including thinking-aloud data. Students of the experimental group (n = 20) were prompted for self-regulation activities that had to be followed while learning basic learning theory. No self-regulation support was offered in the control group (n = 20). In Experiment 2 (Prompting with Training), the experimental group (n = 20) received a short training, in addition to the prompting: the self-regulated learning activities were explained in detail, demonstrated and practiced right before the learning session. Again, no self-regulation support was offered in the control group (n = 20). Analyses of learning processes and learning outcomes confirm partly the positive effects of both measures of self-regulated learning prompts. The more extended measure (with training) had superior effects on students’ learning transfer performance and acceptance. Implications for the design of instructional support to improve self-regulated learning with computer-based learning environments are discussed.     

Academic optimism: an individual teacher belief

In this study, academic optimism as an individual teacher belief was investigated. Teachers’ self‐efficacy beliefs were measured using the short form of the Teacher Sense of Efficacy Scale. One subtest from the Omnibus T‐Scale, the faculty trust in clients subtest, was used to measure teachers’ trust in students and parents. One subtest from the Organizational Climate Index was used to measure academic emphasis. Pupil Control Ideology was used to measure teachers’ beliefs about classroom management. Constructivist teaching subscale of the Teacher’s Belief Survey was used to measure teachers’ instructional beliefs and practices. Organizational Citizenship Behaviour Scale was used to measure teachers’ citizenship behaviour. Life Orientation Test was used to measure dispositional optimism. The findings indicated that teachers differed in the extent of their academic optimism. The findings also indicated that teacher’s sense of academic optimism is positively and significantly related to student‐centred teaching, citizenship behaviour and dispositional optimism. The findings further indicated that student‐centred teaching beliefs, dispositional optimism and citizenship behaviour emerged as significant predictors of individual teacher’s academic optimism. Lastly, the findings revealed that teaching phase is the only teachers’ biographical variable that is a significant predictor of academic optimism.     

Identifying configurations of perceived teacher autonomy support and structure: Associations with self-regulated learning,motivation and problem behavior

Grounded in self-determination theory, the aim of this study was (a) to examine naturally occurring configurations of perceived teacher autonomy support and clear expectations (i.e., a central aspect of teacher structure), and (b) to investigate associations with academic motivation, self-regulated learning, and problem behavior. Based on person-centered analyses in a sample of high school students (N = 1036), four different perceived teaching configurations emerged: high autonomy support – clear expectations, low autonomy support – vague expectations, high autonomy support, and clear expectations. The teaching configuration characterized by perceived autonomy support and clear expectations was related to the most positive pattern of outcomes, whereas the opposing teaching configuration related to the most negative pattern of outcomes. The two remaining groups fell in between. The discussion focuses on the compatibility of teacher autonomy support and teacher structure.     

The metacognitive control components of self-regulated learning

The paper describes the role of metacognitive control activity in self-regulated learning. Metacognitive components are seen as necessary but insufficient for self-regulated learning, and given special status in maintaining system efficiency. Students who can protect their intentions to learn in school from competing goals or interests, as well as distracting stimuli, are likely to accomplish school tasks adequately even if their grades fall short of perfect. Task accomplishment is important to continued motivation for schoolwork, and is also a gauge by which teachers evaluate students. A theory of the psychological processes that define volition provides a useful framework for interpreting data from various classroom investigations. Directions for future experimental research are discussed.     

Examining trace data to explore self-regulated learning

This exploratory case study examined in depth the studying activities of eight students across two studying episodes, and compared traces of actual studying activities to self-reports of self-regulated learning. Students participated in a 2-hour activity using our gStudy software to complete a course assignment. We used log file data to construct profiles of self-regulated learning activity in four ways: (a) frequency of studying events, (b) patterns of studying activity, (c) timing and sequencing of events, and (d) content analyses of students’ notes and summaries. Findings indicate that students’ self-reports may not calibrate to actual studying activity. Analyses of log file traces of studying activities provide important information for defining strategies and sequences of fine-grained studying actions. We contrast these analytic methods and illustrate how trace-based profiles of students’ self-regulated studying inform models of metacognitive monitoring, evaluation, and self-regulated adaptation.     

Coping with school failure and self-regulated learning

The aim of the study was to explore whether students can be classified in groups according to their coping strategies in dealing with school failure and to assess relationships between coping strategies and various components of self regulated learning. The sample consisted of 470 high school students (15 to 18 years old). The students responded to two self-report questionnaires: The School Failure Coping Scale and The Components of Self-Regulated Learning.