Self-regulated learning and self-directed study in a pre-college sample

Self-regulated learning (SRL) is a multi-dimensional construct that has been difficult to operationalize using traditional, variable-centered methodologies. The current paper takes a person-centered approach to the study of SRL in a sample of 205 high-school students. Using latent profile analysis on self-reports of seven aspects of SRL, three groups were identified: high SRL, low SRL, and average SRL. Student self-reports of goal orientation were used as validation for the profile solution, with the high academic self-regulation group reporting the highest levels of mastery orientation while the low self-regulation group reported highest levels of avoidant orientation. Profiles were also compared on independently collected, behavioral measures of study behaviors, with the highly self-regulated group tending to study more material and for a longer time than less self-regulated individuals.     

Hong Kong primary students’ self-regulated writing strategy use: Influences of gender,writing proficiency,and grade level

The multifaceted nature of writing makes it one of the most challenging school subjects for English-as-a-foreign-language (EFL) students. Despite its importance and wide attention attracted, primary school students’ unsatisfactory writing performance has been little researched. As an optimal way of learning, self-regulated learning (SRL) has gained surging popularity in various academic disciplines but the field of second language (L2) writing is still underexplored. To fill the gap, the study investigated 291 upper-grade (4th-6th grades) Hong Kong primary students’ use of SRL writing strategies, and explored whether the students’ strategy use varied between genders, and across English writing proficiency groups and grade levels. A three-way MANOVA was performed and results showed that the students’ SRL writing strategy use varied significantly between genders, and across different writing proficiency groups and grade levels. Interaction effects of grade level and gender were also discovered. Important implications are drawn.     

Higher education students’ learning challenges and regulatory skills in different learning situations / Desafíos de aprendizaje y habilidades de regulación en distintas situaciones de aprendizaje en estudiantes de educación superior

First-year higher education (HE) students experience different challenges during their studies. These challenging learning situations can trigger self-regulated learning (SRL) skills, which students use to handle these situations. Thus, the aim of this study is to investigate (a) first-year HE students’ cognitive, motivational and emotional challenges experienced in both individual and collaborative learning situations and (b) the relationship between SRL skills and experienced learning challenges. Participants included 107 first-year pre-service teachers. Data consisted of students’ self-reports via (a) open-ended answers on a challenge questionnaire and (b) Likert-scale items from MSLQ and MRS questionnaires. Based on students’ SRL profiles, differential effects on the challenging experiences were investigated. The results show that different aspects related to students’ cognition, motivation, emotions and well-being were challenging for students. Also, connections were found between students’ SRL skills and the types of experienced learning challenges. Students with high SRL reported fewer learning challenges related to motivational aspects and more challenges related to cognitive aspects than students with low SRL.     

Mine the process: investigating the cyclical nature of upper primary school students’ self-regulated learning

The present study investigates primary school students’ self-regulated learning (SRL) process by exploring the sequence in which SRL activities are conducted during learning. The aims of this study are twofold: investigating the presence of the theoretically hypothesized cyclical nature in students’ SRL process, as well as potential differences herein for high, average, and low achievers. Think-aloud data of 104 upper primary school students were analysed by means of process mining analysis. The results indicate that students commonly adopt a cyclical approach to learning by implementing preparatory, performance, and appraisal activities during learning. However, the results indicate clear differences in the quality of students’ SRL process. High achievers, compared to low and average achievers, show a more strategic and adaptive approach to learning during all phases of their learning process. They more strategically and effectively orient on and plan assignments, combine different cognitive strategies, and adopt self-evaluation to regulate their learning process.

     

“Practising what we preach”—teacher educators’ dilemmas in promoting self-regulated learning: a cross case comparison

Teacher educators, as mentors involved in developing student–teacher learning, encounter increasing demands to promote self-regulated learning (SRL) in their students. This study investigated how teacher educators are committed to promoting SRL in their students, as well as how they promote their own professional development as self-regulated learners, which may (or may not) mirror the way they support SRL in their students.In both the Israeli and Dutch teacher education contexts, the study investigated how teacher educators conceptualize SRL and what they mean by actively utilizing SRL approaches, both as a framework for their own professional development and as a way to involve their students in self-directed learning.The study notes several professional dilemmas teacher educators face with respect to SRL. These dilemmas seem to be connected to their underlying conceptions of teaching and learning, as well as the demands of the setting in which they teach. Furthermore, what teacher educators themselves are doing in terms of SRL does not align with what they are teaching others to do; this divergence was the case in the Dutch context more than in the Israeli context. As such, teacher educators struggled with both learning to use SRL approaches themselves, and teaching their students to use them.     

Exploring online students’ self-regulated learning with self-reported surveys and log files: a data mining approach

Many researchers who are interested in studying students’ online self-regulated learning (SRL) have heavily relied on self-reported surveys. Data mining is an alternative technique that can be used to discover students’ SRL patterns from large data logs saved on a course management system. The purpose of this study was to identify students’ online SRL patterns with the use of data mining techniques. We examined both self-reported self-regulation surveys and log files to predict online students’ achievements and found using log files was more powerful in predicting students’ achievements in an online course than self-reported survey data. Discussions to enhance teaching and learning practices with the use of data mining are provided.     

Differences in students' metacognitive strategy knowledge,motivation, and strategy use: A typology of self-regulated learners

Metacognitive strategy knowledge, motivation, and learning strategies play an important role in self-regulated learning (SRL). However, little is known about different profiles of self-regulated learners in schools that prepare students for the university entrance certificate. The aim of this study was to examine intraindividual differences in the patterns of students' SRL. In this 2-wave longitudinal study, 897 students were involved. Latent class analyses revealed four-cluster solutions at the beginning as well as at the end of the school year. Maximal self-regulated learners with the highest levels on all cognitive, metacognitive, and motivational components of SRL reported the highest grades in the academic subject of German (first language) at both measurement points, followed by motivated and strategic learners. Students with a low level on several SRL components reported the lowest grades. Further, the results indicated changes in profiles of SRL over time.     

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.     

Gifted underachievement within a self-regulated learning framework: Proposing a task-dependent model to guide early identification and intervention

Current theoretical and operational definitions of underachievement require that students show sustained suppressed academic achievement. Yet, early detection may allow for effective intervention before underachievement becomes a chronic issue. While existing identification procedures were not designed to detect underachievement before low academic performance occurs, the integration of self-regulated learning (SRL) into these practices may promote earlier identification and intervention. This conceptual paper (a) anchors gifted underachievement within Zimmerman's SRL model, (b) examines existing gifted literature investigating SRL components to demonstrate the benefits of applying an SRL model, and (c) proposes a comprehensive measurement and intervention technique to capture important motivational variables at the task level. By measuring SRL processes and underachievement at a task-specific level, we can target interventions to specific needs, address underachievement before it becomes a persistent problem, and help learners reach their academic potential.     

Formative Assessment: Assessment Is for Self-regulated Learning

The article draws from 199 sources on assessment, learning, and motivation to present a detailed decomposition of the values, theories, and goals of formative assessment. This article will discuss the extent to which formative feedback actualizes and reinforces self-regulated learning (SRL) strategies among students. Theoreticians agree that SRL is predictive of improved academic outcomes and motivation because students acquire the adaptive and autonomous learning characteristics required for an enhanced engagement with the learning process and subsequent successful performance. The theory of formative assessment is found to be a unifying theory of instruction, which guides practice and improves the learning process by developing SRL strategies among learners. In a postmodern era characterized by rapid technical and scientific advance and obsolescence, there is a growing emphasis on the acquisition of learning strategies which people may rely on across the entire span of their life. Research consistently finds that the self-regulation of cognitive and affective states supports the drive for lifelong learning by: enhancing the motivational disposition to learn, enriching reasoning, refining meta-cognitive skills, and improving performance outcomes. The specific purposes of the article are to provide practitioners, administrators and policy-makers with: (a) an account of the very extensive conceptual territory that is the ‘theory of formative assessment’ and (b) how the goals of formative feedback operate to reveal recondite learning processes, thereby reinforcing SRL strategies which support learning, improve outcomes and actualize the drive for lifelong learning.     

A framework for classroom assessment,learning, and self-regulation

ABSTRACT

We present a conceptual framework that leverages synergies between classroom assessment (CA) practices and self-regulated learning (SRL) theory to support academic growth and instruction. We articulate the processes shared by CA and SRL, drawing on a model of SRL with three phases: forethought, performance, and self-reflection. We blend this SRL model with CA to create the CA:SRL framework in four stages: (1) pre-assessment, (2) the cycle of learning, doing, and assessing, (3) formal assessment, and (4) summarizing assessment evidence. We elucidate how SRL processes are involved at each stage and can be drawn on to support learning development and teacher understanding and co-regulation of learning. This framework is important in that it depicts how assessment and learning processes interact dynamically for both teachers and students in classrooms, and demonstrates that such interactions encompass the full breadth of purposes in CA, from planning through summation of evidence.     

Effects of motivational regulation strategies on writing performance: a mediation model of self-regulated learning of writing in English as a second/foreign language

Motivational regulation has long been recognized as an essential but insufficiently investigated aspect of self-regulated learning (SRL), especially in relation to learning English-as-a-foreign-language (EFL) writing. This study intends to fill the gap by investigating the predictive effect of motivational regulation strategies on EFL students’ writing performance mediated by SRL strategies. Data were collected from undergraduate students in mainland China (N = 512) through self-report questionnaires and an English writing test. Results of structural equation modeling (SEM) confirmed a partial mediation model in which motivational regulation strategies, as a whole, not only had direct and indirect effects on students’ writing performance but were also significantly correlated with their reported use of SRL strategies relating to cognition, metacognition, and social behavior. In addition, only cognitive and metacognitive strategies were found to be significant mediators in the model while social behavior strategies were not. The findings suggest that cumulative knowledge of motivational regulation is an antecedent of the reported use of other SRL strategies in affecting EFL writing performance. The inclusion of SRL strategies in the mediation model also contributes to a clear understanding of L2 writing processes within the SRL mechanism for improving writing outcomes.     

What changes,and for whom? A study of the impact of learning analytics-based process feedback in a large course

Recent developments in educational technologies have provided a viable solution to the challenges associated with scaling personalised feedback to students. However, there is currently little empirical evidence about the impact such scaled feedback has on student learning progress and study behaviour. This paper presents the findings of a study that looked at the impact of a learning analytics (LA)-based feedback system on students' self-regulated learning and academic achievement in a large, first-year undergraduate course. Using the COPES model of self-regulated learning (SRL), we analysed the learning operations of students, by way of log data from the learning management system and e-book, as well as the products of SRL, namely, performance on course assessments, from three years of course offerings. The latest course offering involved an intervention condition that made use of an educational technology to provide LA-based process feedback. Propensity score matching was employed to match a control group to the student cohort enrolled in the latest course offering, creating two equal-sized groups of students who received the feedback (the experimental group) and those who did not (the control group). Growth mixture modelling and mixed between-within ANOVA were also employed to identify differences in the patterns of online self-regulated learning operations over the course of the semester. The results showed that the experimental group showed significantly different patterns in their learning operations and performed better in terms of final grades. Moreover, there was no difference in the effect of feedback on final grades among students with different prior academic achievement scores, indicating that the LA-based feedback deployed in this course is able to support students’ learning, regardless of prior academic standing.     

An expert performance approach to the study of individual differences in self-regulated learning activities in upper-level college students

One of the hallmarks of adolescent and adult development of expert performance is its self regulation. This paper reviews different approaches to assessing the use of self-regulated learning (SRL) strategies in high-school and college students and their ability to predict academic performance. The current study assesses the use of SRL strategies with interviews and diaries and their relation to grade point average (GPA) in sixty upper-level college students majoring in science. Their diaries revealed that students with high, average, and low GPAs (assessed before the start of the semester) differed in overall use of SRL strategies and in the use of particular strategies during specific weeks. Methods of assessing and understanding differences in adult self-regulation and subsequent academic performance are evaluated and discussed.     

The effect of a human agent’s external regulation upon college students’ hypermedia learning

In this study we examined the effectiveness of self-regulated learning (SRL) and externally regulated learning (ERL) on college students’ learning about a science topic with hypermedia during a 40-min session. A total of 82 college students with little knowledge of the topic were randomly assigned either to the SRL or ERL condition. Students in the SRL condition regulated their own learning, while students in the ERL condition had access to a human tutor who facilitated their self-regulated learning. We converged product (pretest–posttest declarative knowledge and qualitative shifts in participants’ mental models) with process (think-aloud) data to examine the effectiveness of SRL versus ERL. Analysis of the declarative knowledge measures showed that the ERL condition group mean was statistically significantly higher than the group mean for the SRL condition on the labeling and flow diagram tasks. There were no statistically significant differences between groups on the matching task, but both groups showed statistically significant increases in performance. Further analyses showed that the odds of being in a higher mental model posttest group were decreased by 65% for the SRL group as compared to the ERL group. In terms of SRL behavior, participants in the SRL condition engaged in more use of selecting new information sources, re-reading, summarizing, free searching, and enacting control over the context of their learning. In comparison, the ERL participants engaged in more activation of prior knowledge, utilization of feeling of knowing and judgment of learning, monitoring their progress toward goals, drawing, hypothesizing, coordination of information sources, and expressing task difficulty. An earlier version of this paper was presented at the international conference of Artificial Intelligence in Education (AI-Ed 2007), Los Angeles, LA (July, 2007).     

Investigating how college students’ task definitions and plans relate to self-regulated learning processing and understanding of a complex science topic

Winne and Hadwin (2008) identified four phases of self-regulated learning (SRL) including defining the task, setting goals and making plans, studying (i.e., learning), and adaptation. The vast majority of SRL research has focused on processing during the third phase, studying. In this study, we developed coding rubrics that allowed us to examine how the results of college students’ processing during phases one and two of Winne and Hadwin’s model, task definitions and plans, affected their SRL processing while learning with a hypermedia learning environment (HLE), and their subsequent academic performance. Our findings showed that, on average, participants gained both factual knowledge and integrated conceptual understanding over the course of learning with the HLE. The quality of participants’ task definitions and plans at pretest, as well as their SRL processing during learning, were related to learning outcomes. On average, participants’ task definitions improved from pretest to posttest. The findings from this study and the associated coding methodologies have implications for educational research and practice.     

Collaborating with front-line teachers to incorporate self-regulated learning in Chinese language classes

This study aimed to initially explore the possibility of helping front-line teachers to integrate the principles of self-regulated learning (SRL) into Chinese reading instruction in a 1-year collaborative project. A total of 197 Secondary 3 students and 6 Chinese language teachers from a secondary school in Hong Kong participated in the study. The findings of quantitative and qualitative data in this study generally support the feasibility of incorporating the elements of SRL in Chinese reading instruction. Students improved their comprehension performance, intrinsic motivation, strategic knowledge, and strategy use after this learning experience. Teachers also expressed positive attitudes towards the new instruction and made constructive changes on the instructional materials and activities. However, the study found teachers' traditional beliefs might affect theimplementation of SRL instruction. The implications of these findings for understanding Chinese students' capacity for SRL and planning effective reading instruction to enhance their SRL abilities are discussed.     

Instructional practices and self-regulated learning in Chinese language classes

This study investigated the relation between teachers’ instructional practices and students’ self-regulated learning (SRL) in Hong Kong Chinese language classes using quantitative and qualitative methods. Participants were 1121 Grade 10 students from six secondary schools in Hong Kong. A Chinese reading comprehension (RC) test was used to assess the students’ reading performance and a self-reported questionnaire measured their perception of reading instruction, strategy use and reading motivation. Classroom observations and in-depth interviews were conducted in one class at each school to explore what and how instructional practices supported or impeded SRL in real contexts. The findings of this study generally support the positive relation between SRL-based instruction and Chinese students’ SRL. Among the four instructional variables, instrumental support from teachers showed the strongest relation with students’ strategy use, motivation and RC. The degree of autonomy was low in Chinese language classes and was associated with students’ negative reading behaviours.     

论动机监控在自我调节学习中的地位

自我调节学习是近30年来教育心理学研究领域的重要课题,绝大多数自我调节学习策略的研究仅强调学习者对学习活动认知方面的调控,很少考虑非认知(动机情感等)方面的调节。本文通过对近期国内外有关动机监控方面研究的分析,探讨了非认知调节,尤其是动机监控在自我调节学习中的地位,提出动机监控应被融入自我调节学习模型。