Self-regulated Learning Strategies Research Articles

A Meta-Analysis of Self-Regulated Learning Interventions Studies on Learning Outcomes in Online and Blended Environments

Self-regulated learning intervention studies influence students’ learning outcomes in online and blended environments. Reviewing the national literature about self-regulated learning strategies, studies have indicated both significant and insignificant effects on learning outcomes in online and blended environments. The aim of this study is to calculate the common effect size of empirical studies conducted out between 2017-2022 that investigated the effect of self-regulated learning strategies on learning outcomes in online and blended environments, and to determine whether the common effect size shows a significant difference in terms of course type, self-regulated learning strategy type, school level, and learning context. A meta-analytical review method was employed to combine the outcome of independent empirical studies. The studies included in this review were collected from Scopus, IEEE Explore, and ERIC databases. A total of 15 studies included in this study. Cohen’s d coefficient was calculated for the effect size in this study. As the heterogeneity among the effect sizes of the studies was high (Q > χ2, p < .05), the common effect size was calculated in accordance with the random effects model. As a result of the meta-analysis, it was determined that self-regulated learning strategies had a “moderate” effect (Q= 0.65) on learning outcomes in online and blended environments. Moreover, the calculated common effect size showed no significant difference according to the type of self-regulated learning strategy, course type, school level, and learning context.

Research on metacognitive strategies of children's self-regulated learning.

Learning involves numerous self-regulatory processes, and self-regulated learning includes a few metacognitive strategies. Metacognitive skills start to develop at a very young age, though preschool children face some challenges while using metacognitive strategies. The study primarily aims to explore how young students are using metacognitive strategies in their daily activities and how effective they are. The sample of the study is 15 students from a public kindergarten in China, with ages ranging from 3 years to 6 years. The investigation is qualitative in nature and has employed a case study research design. It involves an observational study along with an interview with the teachers. From observational data and content analysis of the interviews, it is revealed that young children do use metacognitive strategies in their regular class activities, which vary according to their age. Teachers' support is found to be essential, especially for this age group of children, for effective use of these strategies. Moreover, it is also seen that metacognitive strategies are also important in developing social skills among young children. Consequently, the findings of this research have significant implications, especially for the teachers and parents who support the children and use metacognitive interventions for their holistic development.

Developing University Students’ Assessment Literacy - Theory and Practice

Assessment literacy skills are increasingly recognized as being important for student success in higher education. However, as a field of study, it is not well-researched except in the context of language assessment. This paper delves into critical theoretical underpinnings and practical strategies that can be used to develop assessment literacy among university students. Based on a constructivist view, this paper discusses how social interactions and cultural practices interplay to shape students’ conceptual understanding of assessment. It argues that effective assessment literacy embodies understanding the purposes of assessment, interpreting criteria, and using feedback to improve constantly. This means integrating the development of assessment literacy into curriculum design using experiential learning and developing self-regulated learning strategies. The goal is to provide a primer for university educators and instigate reflection and debate on how best to support students when engaging with diverse assessment practices to enhance their academic achievement and skills for lifelong learning.

Advances and challenges in endoscopy training: A mixed methods study among endoscopy trainers in the Netherlands

Abstract Background and study aims Variation between trainers in providing traditional gastrointestinal endoscopy training, in which residents learn endoscopy by doing under the supervision of endoscopy trainers, may cause differences in endoscopy competence between residents. In this study, we explored endoscopy trainers’ views on the current status and desired future best practices regarding endoscopy training. Methods This mixed-methods study comprised quantitative survey data collected from 158 endoscopy trainers working in 26 gastroenterology teaching hospitals in the Netherlands and semi-structured interviews with 15 gastroenterology residency (associate) program directors (PDs). Survey data were analyzed using descriptive statistics and interview results with thematic analysis. Results There was considerable variability in endoscopy training practices between teaching hospitals in the structure of endoscopy supervision, criteria used to determine the level of supervision, and participation of trainers in endoscopy teaching courses. Interview participants agreed that an endoscopy training supervisor requires several teaching strategies, highlighting the importance of formal education in endoscopy teaching. Interview participants perceived self-regulated learning strategies as essential for residents to learn endoscopy effectively. The perceived main barriers to effective supervision were a lack of time and heavy workload. Participants expressed the desire for more standardization in endoscopy training programs between teaching hospitals. Conclusions Considerable variability in endoscopy training practices between gastroenterology teaching hospitals was identified. Formal education on endoscopy teaching, promotion of self-regulated learning, and standardization of endoscopy training programs and supervision practices have the potential to improve future endoscopy training.

Metacognitive Skills in Learning and Pedagogy: a Systematic Review and Analysis

Abstract Educational frameworks aim to empower students to become self-regulated and empowered learners. They also contribute to a robust learning community through the amalgamation of metacognitive strategies in their educational system. To shed the light on the same, we conducted a systematic review of research published between 2010 and 2022 in Web of Science, PsycINFO, and Scopus databases. The review focused on two key areas: a) the application of metacognition in teaching and learning, and b) the relationship between metacognitive strategies and pedagogical approaches. Our findings highlight metacognition’s promising role in developing self-awareness, critical thinking, and cognitive facilitation within the learning environment. Additionally, the review emphasizes self-regulated learning and cognitive instruction strategies as key pathways to metacognitive regulation. We conclude by advocating for the integration of metacognitive skills development within educational systems to promote holistic learner development.

Self-regulated learning strategies, self-efficacy, and learning engagement of EFL students in smart classrooms: A structural equation modeling analysis

Smart classrooms have become increasingly prevalent in the domain of foreign language education. However, students' EFL learning in smart classrooms, especially their self-regulated learning (SRL) strategies, self-efficacy, and learning engagement during the process, remains understudied. Given the significant impact of these factors on students' academic achievement, this study applied a quantitative method to first clarify their respective factor structures, on the basis of which the links between the three were examined via structural equation modeling (SEM). Participants were 1107 undergraduates from different universities in China who had engaged in EFL learning in smart classrooms. The factor analysis revealed a two-facet structure of students’ SRL strategies (goal-planning strategies and help-seeking and self-evaluation strategies), a similar dual-component structure of their self-efficacy (self-efficacy of communicating with instructors and self-efficacy of task completion), and a four-dimensional structure of their engagement (cognitive engagement, behavioral engagement, social engagement, and emotional engagement) during EFL learning in smart classrooms. Moreover, the SEM results showed that SRL strategies did not directly predict learning engagement, while self-efficacy fully mediated the relationship between SRL strategies and learning engagement. The implications and limitations of these findings were also discussed.

The Effect of Self-Regulated Learning Strategy on Student Learning Outcomes in Acid-Base Titration Material

The Effect of Self-Regulated Learning Strategy on Student Learning Outcomes in Acid-Base Titration Material

Integrating large language models into EFL writing instruction: effects on performance, self-regulated learning strategies, and motivation

This study aimed to investigate the efficacy of utilizing large language models (LLMs) to enhance self-regulated learning (SRL) strategy instruction in English as a Foreign Language (EFL) writing. An LLM-supported Cognitive Academic Language Learning Model (CALLA-LLM) was developed and examined for its potential to improve elementary students’ EFL writing performance, SRL strategy use, and writing motivation. In a randomized controlled trial, 65 elementary school students were divided into an experimental group receiving CALLA-LLM instruction and a control group receiving traditional CALLA instruction. Both groups learned SRL strategies over 5 weeks, with data collected pre-intervention, post-intervention, and at a one-month follow-up. Results showed that the CALLA-LLM group made significant improvements in writing performance, SRL strategy use, and writing motivation, maintained most of the gains at follow-up, and significantly outperformed the control group. Findings provide empirical evidence for the efficacy of the CALLA-LLM model in enhancing EFL writing strategy instruction, lending support for integrating AI technologies such as LLMs into English language teaching. Moreover, the study underscores the importance of the “Humans in the Loop” approach, which emphasizes the essential role of human educators in AI-assisted language instruction.

Self-regulated learning while solving mathematical problems among mathematically gifted and talented students’

ABSTRACT Self-regulated learning (SRL) represents a necessary fundamental 21st century skill for children and adolescents and is essential for the development of gifted students. This study explored mathematically gifted (MG) junior high school students’ SRL capabilities while solving mathematical problems compared to typical achievers (TAs). A sample of 71 ninth-grade students from three junior high schools were divided into two study groups (MG and TA). Participants completed Motivated Strategies for Learning Questionnaires (MSLQ) and a Metacognitive Strategy Usage Questionnaire (MSUQ). In addition, students underwent Think-Aloud Interviews while solving mathematical problems (quadratic function) at two levels of difficulty. The results only revealed significant differences between MG and TA students on the organization subscale of the MSLQ. No differences were found between the study groups in the metacognitive strategies used in the questionnaire. MG students outperformed TA students on the Mathematical Problem-Solving Task and generally used more SRL strategies during the qualitative Think-Aloud Interviews. Moreover, the differences in the between-group effect sizes were higher on the high-difficulty level of the problem-solving task than on the low-difficulty level of the task. The findings constitute a significant milestone in the study of SRL capabilities of MG in junior high school.

The Effects of Self-regulated Learning Interventions on Primary and Secondary Students Reading Performance: A Meta-analysis

This meta-analysis examines the effects of self-regulated learning (SRL) interventions on reading performance among primary and secondary students from 2001 to 2021. Analyzing 22 studies with 28 effect sizes and involving 2735 participants, the findings indicate that SRL interventions have a moderate positive effect on reading performance (Hedges g = 0.48). Metacognitive strategies, especially monitoring interventions, were found to be particularly effective. The study highlights significant regional variations, with Western regions showing lower effect sizes compared to regions like Taiwan, Indonesia, Turkey, and Israel. Additionally, the study explored various SRL sub-strategies and found that monitoring, planning, and evaluation were the most beneficial for reading performance, while motivational and cognitive strategies had lesser impacts. The results underscore the importance of tailored metacognitive interventions in improving reading outcomes and provide valuable insights for future research on SRL strategies. Despite potential publication bias, the study confirms the overall effectiveness of SRL interventions in enhancing students' reading performance, offering a comprehensive understanding of their impact across different contexts.

MOOC learners’ perspectives of the effects of self-regulated learning strategy intervention on their self-regulation and speaking performance

MOOC learners’ perspectives of the effects of self-regulated learning strategy intervention on their self-regulation and speaking performance

Dynamic interplays between self-regulated learning and computational thinking in primary school students through animations and worksheets

Recent studies identify Self-Regulated Learning (SRL) as a key factor in enhancing cognitive development, particularly within Computational Thinking (CT) literature. However, research gaps remain in understanding how SRL and CT interact from a developmental perspective. Our study designed a program with tailored animations and worksheets to specifically foster students' learning and cognitive development. Using a mixed-methods approach, we administered surveys among 1235 students from 29 Hong Kong primary schools to investigate a dynamic learning system comprising SRL and CT in a large-scale CT program. Additionally, semi-structured interviews were conducted with 15 students to further probe insights. Quantitative findings revealed a mutually reinforcing relationship in the dynamic system, suggesting that higher SRL skills enhance cognitive CT abilities, and vice versa. Complementing these results, qualitative findings showed that integrating animations and worksheets into the CT program significantly boosted students' SRL and cognitive development. These findings have significant implications for educational practices and curriculum design. Schools should consider implementing SRL strategies, such as proactive goal setting and reflective evaluation, within their curricula to promote students’ cognitive development. Furthermore, strategic investments in educational technology, including collaborations with EdTech developers, are essential to create effective, pedagogically sound tools that enhance learning outcomes. These insights provide valuable guidance for creating a supportive SRL environment that fosters cognitive development in primary school education.

Examining Student Characteristics, Self-Regulated Learning Strategies, and Their Perceived Effects on Satisfaction and Academic Performance in MOOCs

The ultimate goals of education and training are the development of learners’ learning outcomes. The prospect of achieving high academic results should function as a driving force for students to be engaged in learning. Recognition of the factors affecting their learning satisfaction should facilitate their learning process, especially in online learning environments such as Massive Open Online Courses (MOOCs). The purpose of this study was to examine the interactions among students’ characteristics, their perceived values of self-regulated learning (SRL) strategies, satisfaction and academic performances. A mixed-methods design was employed to investigate the issue under exploration. The 227 surveyed responses were collected from English majors who had experience in MOOCs and were studying at a private university in Can Tho city in the Mekong Delta, Vietnam. Data from the survey was analysed with the Statistical Package for the Social Sciences (SPSS) 25 for the correlations between their characteristics and the quantitative variables, while Partial Least Squares Structural Equation Modelling (PLS-SEM) was performed to examine the perceived effects of self-regulated learning (SRL) strategies on their satisfaction and academic outcomes. Qualitative data was collected through open-ended survey questions and analysed based on thematic analysis guidelines. The results revealed that SRL strategies such as strategic planning, time management, environment structuring, and help-seeking positively influenced both student satisfaction and academic performance. Notably, the study identified flexible learning time, self-paced learning, and the ability to choose study locations as significant factors enhancing student satisfaction. Conversely, limited social interaction, poor internet connectivity, and low motivation were found to be demotivating factors. Additionally, the study highlighted the importance of gender and prior online learning experience in shaping students' satisfaction and performance in MOOCs. While gender showed no significant correlation with SRL strategies, satisfaction, or academic performance, prior experience in online learning environments, such as the number of completed MOOC courses, was significantly correlated with better academic outcomes. However, a weak negative correlation between students' academic years and their satisfaction was observed, suggesting that more advanced students might face increased academic pressure and higher expectations, leading to lower satisfaction levels. The research underscores the critical role of SRL strategies in facilitating effective learning in MOOCs, especially in the context of English major students who often lack direct interaction with instructors and peers. Training students in SRL strategies can help them better manage their learning processes, overcome challenges, and achieve their academic goals. This study contributes to the understanding of how student characteristics and SRL strategies affect learning in online environments and suggests practical implications for enhancing MOOC experiences. Future research should investigate additional SRL strategies and include a larger, more diverse sample to provide a more comprehensive understanding of their impact on student satisfaction and academic performance in MOOCs. Furthermore, exploring the specific challenges faced by different academic disciplines in MOOCs could offer more tailored solutions to improve online learning experiences.

Cognitive Study Strategies and Motivational Orientations among University Students: A Latent Profile Analysis

Cognitive study strategies and motivational orientations play a crucial role in promoting successful learning and academic achievement. This study aims to explore the presence of different cognitive–motivational profiles among Italian university students using latent profile analysis. A sample of 476 university students (mean age: 26.5 ± 9.6 years; 71.6% female) participated in a cross-sectional online survey, including the Self-Regulated Knowledge Scale-University, the Academic Motivation Scale, the Students’ Self-Efficacy Scale, the Outcome Questionnaire-45, and a brief measure of dropout intention. Latent profile analysis identified three distinct configurations of self-regulated learning strategies and motivational orientations: “autonomous-motivated deep learners” (AUT-Learn; 60.5%), “externally-motivated balanced strategists” (EXT-Bal; 36.8%), and “externally-motivated task performers” (EXT-Task; 6.8%). The three profiles exhibit significant differences in self-efficacy, dropout intention, grade point average (GPA), and psychological wellbeing. The AUT-Learn profile showed higher self-efficacy than EXT-Bal and EXT-Task, and higher GPA than EXT-Task. Additionally, AUT-Learn participants reported lower dropout intention and higher psychological wellbeing compared to EXT-Bal and EXT-Task, while EXT-Bal showed lower dropout intention and better wellbeing than EXT-Task. The predictive validity and practical implications of this classification warrant further investigation in dedicated longitudinal studies.

Teacher support behavior, self-regulated learning strategies and EFL learner resilience: A study of Chinese vocational students in an EFL context

Teacher support behavior, self-regulated learning strategies and EFL learner resilience: A study of Chinese vocational students in an EFL context

Understanding the varieties in first-year university students’ experience of self-regulated learning during emergency remote teaching

ABSTRACT First-year students often lack basic self-regulated learning skills when transitioning to higher education. The emergency remote teaching period during the COVID-19 pandemic enhanced the importance of skills in self-regulated learning, due to the reduction of face-to-face contact with the teacher. This study focuses on first-year students’ experiences of their challenges related to self-regulated learning as well as how they engage in self-regulated learning during emergency remote teaching in autumn 2020. The data consisted of 67 reflective journals written by first-year students. The journals were analysed using a thematic analysis. The findings show that there were considerable differences between the students in terms of their ability to engage in self-regulated learning, particularly in how they approached the challenges mentally and in terms of study behaviour. However, most of the first-year students adjusted relatively well to emergency remote teaching in terms of their self-regulated learning and were able to utilise self-regulated learning strategies at least to some extent. This study stresses particularly the importance of some components of self-regulated learning: good time management skills and an ability to regulate attention, as well as positive academic emotions and a high level of self-efficacy. Conclusions of the study are also discussed.

Investigating the Role of Self-Regulated Learning Strategies in Online Bachelor’s Degree Completion Rates in Ghana

Purpose: The aim of the study was to investigate the exploring the relationship between digital literacy skills and student success in online science courses in Indonesia. Methodology: This study adopted a desk methodology. A desk study research design is commonly known as secondary data collection. This is basically collecting data from existing resources preferably because of its low cost advantage as compared to a field research. Our current study looked into already published studies and reports as the data was easily accessed through online journals and libraries. Findings: Recent research on digital literacy skills and student success in online science courses in Indonesia indicates a strong link between proficient digital skills and academic achievement. Students who demonstrate competence in areas like information literacy and online collaboration tend to perform better and show higher levels of engagement in their courses. This highlights the significant impact of digital literacy on enhancing learning outcomes and fostering self-directed learning among Indonesian students in online science education. Unique Contribution to Theory, Practice and Policy: Social cognitive theory, control-value theory of achievement emotions & cognitive load theory may be used to anchor future studies on the exploring the relationship between digital literacy skills and student success in online science courses in Indonesia. Educational institutions should integrate explicit SRL instruction into online curriculum design. Policymakers should develop guidelines and standards that promote the integration of SRL strategies into online education policies.

Active Methodologies to Enhance Blended Learning: Exploring the Perceptions of Pre-Service Teachers

The perceptions of blended learning teachers on the usefulness of different techniques in different aspects are tested: the technique improves the understanding of content and application of knowledge, to test the perception of learning; the technique facilitates blended learning; and the technique improves autonomy, commitment, and the perception of achievement with respect to the subject, to test aspects related to learning. This is an exploratory study with a pre-experimental design. Thus, for this proposal, a mixed method is used with a scale questionnaire to obtain quantitative measures of mean and standard deviation, in addition to using the ANOVA test to check that the differences are significant, and an interview with some participants to complement with qualitative information and deepen the results obtained. Participants highlighted their combination and considered that self-regulated learning strategies are especially useful for monitoring progress and perception of achievement; flipped classroom to improve autonomy, which in conjunction with self-regulated learning improves understanding; and cooperative projects to improve understanding and application of knowledge when learning among peers. In conclusion, each technique is suitable for different purposes and the combination would be ideal.

Examining the relationship between socioeconomic status, self-regulated learning strategies, and writing proficiency in English as a second language learning context.

Examining the relationship between socioeconomic status, self-regulated learning strategies, and writing proficiency in English as a second language learning context.

Investigating Online Self-Regulated Learning Strategies Among Gifted High School Students in Saudi Arabia: Do Personality Traits Play A Role?

Investigating Online Self-Regulated Learning Strategies Among Gifted High School Students in Saudi Arabia: Do Personality Traits Play A Role?