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1.
Jonathan C. Hilpert Jeffrey A. Greene Matthew Bernacki 《British journal of educational technology : journal of the Council for Educational Technology》2023,54(5):1204-1221
Capturing evidence for dynamic changes in self-regulated learning (SRL) behaviours resulting from interventions is challenging for researchers. In the current study, we identified students who were likely to do poorly in a biology course and those who were likely to do well. Then, we randomly assigned a portion of the students predicted to perform poorly to a science of learning to learn intervention where they were taught SRL study strategies. Learning outcome and log data (257 K events) were collected from n = 226 students. We used a complex systems framework to model the differences in SRL including the amount, interrelatedness, density and regularity of engagement captured in digital trace data (ie, logs). Differences were compared between students who were predicted to (1) perform poorly (control, n = 48), (2) perform poorly and received intervention (treatment, n = 95) and (3) perform well (not flagged, n = 83). Results indicated that the regularity of students' engagement was predictive of course grade, and that the intervention group exhibited increased regularity in engagement over the control group immediately after the intervention and maintained that increase over the course of the semester. We discuss the implications of these findings in relation to the future of artificial intelligence and potential uses for monitoring student learning in online environments.
Practitioner notes
What is already known about this topic- Self-regulated learning (SRL) knowledge and skills are strong predictors of postsecondary STEM student success.
- SRL is a dynamic, temporal process that leads to purposeful student engagement.
- Methods and metrics for measuring dynamic SRL behaviours in learning contexts are needed.
- A Markov process for measuring dynamic SRL processes using log data.
- Evidence that dynamic, interaction-dominant aspects of SRL predict student achievement.
- Evidence that SRL processes can be meaningfully impacted through educational intervention.
- Complexity approaches inform theory and measurement of dynamic SRL processes.
- Static representations of dynamic SRL processes are promising learning analytics metrics.
- Engineered features of LMS usage are valuable contributions to AI models.
2.
Salem A. Al khawaldeh 《Research in Science & Technological Education》2013,31(2):168-183
Background and purpose: The purpose of this study was to investigate the comparative effects of a prediction/discussion-based learning cycle (HPD-LC), conceptual change text (CCT) and traditional instruction on 10th grade students’ understanding of genetics concepts. Sample: Participants were 112 10th basic grade male students in three classes of the same school located in an urban area. The three classes taught by the same biology teacher were randomly assigned as a prediction/discussion-based learning cycle class (n?=?39), conceptual change text class (n?=?37) and traditional class (n?=?36). Design and method: A quasi-experimental research design of pre-test–post-test non-equivalent control group was adopted. Participants completed the Genetics Concept Test as pre-test–post-test, to examine the effects of instructional strategies on their genetics understanding. Pre-test scores and Test of Logical Thinking scores were used as covariates. Results: The analysis of covariance showed a statistically significant difference between the experimental and control groups in the favor of experimental groups after treatment. However, no statistically significant difference between the experimental groups (HPD-LC versus CCT instruction) was found. Conclusions: Overall, the findings of this study support the use of the prediction/discussion-based learning cycle and conceptual change text in both research and teaching. The findings may be useful for improving classroom practices in teaching science concepts and for the development of suitable materials promoting students’ understanding of science. 相似文献
3.
Self-regulated learning is very important at university, since students must manage the strategies and abilities necessary to be autonomous and effective in their learning. The aim of this study was to analyse the effects of a course designed for this purpose on learning strategies and students’ achievement of first-year university students. A quasi-experimental pre-test/post-test design was used, with an experimental group and a control group, applying measurement instruments before starting and after finishing the course. The learning process was analysed on this course, with students being trained in the use of relevant learning strategies — metacognitive strategies, strategies for processing and using information and affective and motivational strategies. The sample consisted of 47 students, 23 of them belonging to the experimental group and 24 of them to the control group, from various degrees at the University of Valencia. The results confirmed significant improvements in the learning strategy scores of the experimental group compared to the control group. There was also an improvement in academic achievement, but in this case the differences were not statistically significant. 相似文献
4.
We examine pre-service teachers’ theoretical learning during one five-week training module, and their educators’ learning about better lecture design to foster student learning. The study is iterative: interventions (one per group) were implemented sequentially in student groups A–C, the results of the previous intervention serving as the baseline for the design developed for the next. These learning study participants, 79 students from year three of a teacher training programme, studied the variation theory (VT) of learning. Three lesson cycles were completed, each comprising four steps: (1) a pre-test, (2) a 15-min intervention discussing VT, (3) a post-test and (4) a delayed post-test conducted eight weeks later. The results indicated learning differences between groups; qualitative analysis identified three categories of student answers, i.e. emergent, premature and unaware, regarding their theoretical understanding. Group C had more students with emergent knowledge (36%) than did groups A (20%) or B (17%) at post-testing. 相似文献
5.
《Contemporary educational psychology》2004,29(3):248-263
This study investigated the effectiveness of concept mapping used as a learning strategy with students in English as a Second Language classrooms. Seventy-nine ESL students participated in the study. Variables of interest were students’ achievement when learning from English-language text, students’ reported use of self-regulation strategies (self-monitoring and knowledge acquisition strategies), and students’ self-efficacy for learning from English-language text. A randomized pre-test–post-test control group design was employed. The findings showed a statistically significant interaction of time, method of instruction, and level of English proficiency for self-monitoring, self-efficacy, and achievement. For all four outcome variables, the concept mapping group showed significantly greater gains from pre-test to post-test than the individual study group. The findings have implications for both practice and research. 相似文献
6.
7.
In this classroom intervention study, reciprocal teaching (RT) of reading strategies was combined with explicit instruction in self-regulated learning (SRL) to promote the reading comprehension of fifth-grade students (N = 306). Twelve intact classes were randomly assigned either to an RT + SRL condition or to an RT condition without explicit instruction in self-regulation. Three additional classes served as a no-treatment comparison group. Strategies instruction was delivered by trained assistants in conventional German language lessons. Students practiced the application of these strategies in small groups. Both at posttest and at maintenance (8 weeks after the intervention), students in the two intervention conditions (RT and RT + SRL) outperformed comparison students in measures of reading comprehension, strategy-related task performance, and self-efficacy for reading. Relative to RT students, students in the RT + SRL condition were better able to maintain training-induced performance gains over the follow-up interval. A moderated mediation analysis revealed that this difference in the sustainability of the two treatments was (a) mediated by the successful mastery of the learned strategies and (b) most evident among students with poor reading fluency skills. 相似文献
8.
This pre-test/post-test study explores students' (n = 262) sense of academic community, including their perspectives of the value of academic community, plus course satisfaction and perceived learning in nearly identical blended and online sections of an educational foundations course. Students in both delivery modes were generally satisfied with the course, had equally high perceived learning scores, but had neutral sense of community and value of connectedness scores. The findings in this study raise questions about whether the students would benefit from the infusion of time-intensive community-building strategies. 相似文献
9.
Meltem Kuvac 《Educational studies》2019,45(5):646-666
ABSTRACTThe purpose of this study was to investigate the effect of problem-based learning (PBL) on the metacognitive awareness of pre-service science teachers. In the study, an experimental design with pre-test/post-test control group was used. A total of 51 junior pre-service science teachers participated in the study. The study was carried out over 10 weeks and within the scope of an environmental science course. During the study, lessons in the experimental group were processed using a PBL approach while lessons in the control group were processed using a traditional teaching approach. Data were collected through a personal information form and Metacognitive Awareness Inventory. Data were then analysed using PASW Statistics 18 (SPSS Inc.). The findings of the study revealed that PBL could be an effective intervention to promote metacognitive awareness towards procedural knowledge, planning and debugging. The results are discussed based on the findings of the study. 相似文献
10.
University students often have insufficient strategies to regulate their own learning independently, suggesting the need for adequate support. This study examined developmental changes in students’ self-regulated learning (SRL) profiles during their participation in Supplemental Instruction, a peer-based intervention, over the course of a semester and predictive variables of these changes. Latent profile transition analysis of a sample of 352 undergraduates revealed three distinct SRL profiles which emerged identically across time points: competent regulators, self-confident regulators, and goal-oriented regulators. Students in the competent regulators profile were most stable over time, while those in the goal-oriented regulators profile were most malleable, but in a positive sense. Results also indicate that students who attributed SI attendance to mastery goals were more likely to transition beneficially between SRL profiles. The observed predictors of transitions between profiles also highlighted the relative importance of motivational variables as opposed to cognitive-metacognitive variables in accounting for SRL development. 相似文献
11.
合作学习对转化小学"学差生"的实验研究 总被引：1，自引：0，他引：1
为探讨在我国小学课堂教学中以合作学习来转化学差生的可行性,本研究采用不等组实验组控制组前测后测实验设计,通过为期12周的教学干预,以《同伴关系问卷》、《自尊量表》和《儿童社交焦虑量表》为测量工具,考查合作学习对提高学差生学业成绩,改善他们的同伴关系、自尊和社交焦虑等社会性因素的影响。结果显示:与对照班相比,进行合作学习的学差生的学业成绩有较大提高,其中,数学成绩达到显著水平,同伴关系得到改善,自尊水平显著提高,社交焦虑水平显著降低。由此表明合作学习是转化小学“学差生”的一种可行的有效的方法。 相似文献
12.
AbstractSelf-regulated learning (SRL) – autonomously planning, self-monitoring and self-reflecting on learning – is a strong predictor of academic success. Mastery of the strategies needed to become a self-regulated learner does not develop automatically in all students; thus, the classroom environment, including pedagogy and modes of assessment, plays a vital role in stimulating SRL. Indeed, the post-16 curriculum in England is often criticised for failing to promote SRL. The Extended Project Qualification (EPQ), however, is a post-16 project-based qualification that has drawn from SRL theories. Research indicates that the EPQ can bolster A-level and degree attainment, yet, the mechanisms underlying this effect remain unknown. This article reports on a qualitative investigation using focus groups and interviews to explore students’ and teachers’ experiences of the EPQ and its effects on general academic performance. The qualification was seen to promote SRL by building learner agency and self-awareness, and improving engagement. We argue that the EPQ offers solutions for many of the perceived deficits of the English post-16 curriculum and that the decline of the AS-level in England represents an opportunity for learners to fill the ‘fourth space’ with qualifications like the EPQ, which could empower them to pursue a broad and diverse education. 相似文献
13.
Abigail Reaser Frances Prevatt Yaacov Petscher Briley Proctor 《Psychology in the schools》2007,44(6):627-638
This study compared learning and study strategies of students with attention‐deficit/hyperactivity disorder (ADHD) to two groups: college students with learning disabilities (LD) and college students without disabilities. In addition, strengths and weaknesses within the ADHD group were examined on the Learning and Study Strategies Inventory, 2nd edition (LASSI; C.E. Weinstein & D.R. Palmer, 2002). The LASSI was also evaluated as a predictive measure for academic achievement for college students with ADHD compared to other students. Results indicate that several important differences may exist in the learning and study strategies of students with ADHD versus students with LD and students without disabilities. However, the LASSI may not be a useful tool for predicting academic achievement for college students with ADHD. Interventions for working with students with ADHD are given. © 2007 Wiley Periodicals, Inc. 相似文献
14.
Leman Tarhan Yıldızay Ayyıldız Aylin Ogunc Burcin Acar Sesen 《Research in Science & Technological Education》2013,31(2):184-203
Cooperative learning is an active learning approach in which students work together in small groups to complete an assigned task. Students commonly find the subject of ‘physical and chemical changes’ difficult and abstract, and thus they generally have many misconceptions about it. Purpose This study aimed to investigate the effects of jigsaw cooperative learning activities developed by the researchers on sixth grade students’ understanding of physical and chemical changes. Sample Participants in the study were 61 sixth grade students in a public elementary school in Izmir, Turkey. Design and methods A pre-test and post-test experimental design with a control group was used, and students were randomly assigned to the experimental and control groups. Instruction of the subject was conducted via jigsaw cooperative learning in the experimental group and via teacher-centered instruction in the control group. During the jigsaw process, experimental group students studied the subjects of changes of state, changes in shape and molecular solubility from physical changes, and acid–base reactions, combustion reactions and changes depending on heating from chemical changes in their jigsaw groups. Results The concept test results showed that jigsaw cooperative learning instruction yielded significantly better acquisition of scientific concepts related to physical and chemical changes, compared to traditional learning. Students in the experimental group had a lower proportion of misconceptions than those in the control group, and some misconceptions in the control group were identified for the first time in this study. Conclusions Jigsaw cooperative learning is an effective teaching technique for challenging sixth grade students’ misconceptions in the context of physical and chemical changes, and enhancing their motivation, learning achievements, self-confidence and willingness in the science and technology lesson. This technique could be applied to other chemistry subjects and other grade levels. 相似文献
15.
《Australian Journal of Learning Difficulties》2013,18(2):171-183
This article focuses on the cognitive factors that impact on students in the middle school years experiencing learning difficulties in basic mathematics. It begins with a review of selected literature providing information about the learning difficulties in mathematics. Focus then shifts to an implementation of the QuickSmart intervention. QuickSmart is a basic academic skills intervention designed for persistently low-achieving middle-years' students. In this small-scale study, 12 middle school students experiencing learning difficulties participated in the QuickSmart mathematics program. Comparisons are made between the mathematics progress of the intervention group and eight average-achieving peers. The results indicate that on measures of response speed and accuracy QuickSmart participant students were able to narrow the gap between their performance and that of their average-achieving peers. Further, on standardized tests of more general mathematical knowledge, participant students improved significantly from pre-test to post-test. Implications are drawn regarding the importance of interventions that emphasize automaticity in basic mathematics for middle years students with learning difficulties. 相似文献
16.
Henry D. Mason 《Africa Education Review》2018,15(4):118-134
South African higher education is plagued by low academic success rates. Academic development and support units can play an important role in addressing low academic success rates by assisting students in developing appropriate learning and study strategies. Limited information is available on students’ learning and study strategy profiles and their needs regarding intervention programmes. This article reports on a mixed methods study that investigated learning and study strategies among a sample of first-year students enrolled at a South African university. Quantitative data, collected using the Learning and Study Strategies Inventory (LASSI) from a sample of first-year students, pointed to an urgent need for learning and study strategy intervention programmes to be provided. The qualitative data offered a more in-depth understanding of participants’ needs regarding learning and study strategy intervention programmes. Implications for practice and avenues for further research are discussed. 相似文献
17.
We elaborated and applied a training programme to teach learning strategies to students in continuing adult education courses in Valencia (Spain) throughout an academic year. We worked with one control group and with one experimental group. These groups were equivalent in terms of pre-test assessments and there was not any significant difference of means either in learning strategies or in marks in Spanish and Maths. We found significant difference of means in the post-test, after the training programme, in learning strategies, and also an important difference in marks. Experimental students improved their learning strategies significantly along with their marks in Spanish and Maths, whereas control students didn’t improve either their learning strategies or their marks. So we obtained generalization and transference of results. We think that these results are important and that they confirm the effectiveness of the methods of the educational intervention which we used. This intervention is placed in the field of learning to learn. 相似文献
18.
Pedro Rosário José Carlos Núñez Luisa Trigo Carina Guimarães Estrella Fernández Rebeca Cerezo 《高等教育研究与发展》2015,34(1):173-187
The current investigation aims at assessing the effectiveness of an intervention program designed to enhance self-regulated learning (SRL) strategies at the university level, with students from different cultural, linguistic, and educational backgrounds. The central tool of the program is a set of letters in which a fictional first-year student describes his experiences as an SRL student. The program was implemented in four universities in different countries and continents (Portugal, Spain, Chile, and Mozambique), with an experimental group and a comparison group at each university (263 students from experimental groups and 247 from comparison groups). Findings display the effectiveness of the program in enhancing a set of motivational variables related to the study process and the use of SRL strategies. Data were consistent across the different cultural and academic contexts in which the program was implemented. The implications of these findings for university administrators and faculty are discussed. 相似文献
19.
Peggy P. Chen Sarah M. Bonner 《Assessment in Education: Principles, Policy & Practice》2020,27(4):373-393
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. 相似文献
20.
The aim of this paper is to valuate the applicability of Vygotsky’s sociocultural theory and the concept of dynamic assessment
to the problem of assessing reading comprehension in English as a third language (L3). The study was conducted with immigrant
students from Ethiopia studying at pre-academic centers in Israel. The assessment procedure included a pre-test, mediation,
and post-test. The pre-test was based on a standard reading comprehension placement exam. Based upon the pre-test material,
a very detailed analysis of the required pre-existing knowledge and necessary strategies was then mediated to the students.
The post-test was identical to the pre-test regarding structure, requirements in terms of pre-existing knowledge and strategies,
length, etc., but with different content. The results demonstrated: (1) A dynamic assessment procedure significantly improved
the text comprehension performance of L3 students; (2) The dynamic assessment procedure added information regarding students’
learning potential over and beyond their initial performance level; (3) The learning potential profile of immigrants from
Ethiopia is somewhat different from that of non-immigrant students. 相似文献