scholarly journals Trace-based Micro-analytic Measurement of Self-Regulated Learning Processes

2016 ◽  
Vol 3 (1) ◽  
Author(s):  
Melody Siadaty ◽  
Dragan Gasevic ◽  
Marek Hatala

To keep pace with today’s rapidly growing knowledge-driven society, productive self-regulation of one’s learning processes are essential. We introduce and discuss a trace-based measurement protocol to measure the effects of scaffolding interventions on self-regulated learning (SRL) processes. It guides tracing of learners’ actions in a learning environment on the fly and translating these data into indicators of engagement in SRL processes that reflect learners’ use of scaffolding interventions and contingencies between those events. Graphs of users’ learning actions in a learning environment are produced. Our trace-based protocol offers a new methodological approach to investigating SRL and new ways to examine factors that affect learners’ use of self-regulatory processes in technology-enhanced learning environments. Our application of the protocol was described in a study about Learn-B, a learning environment for SRL in the workplace. The findings of the work presented in this paper indicate that future research can gain substantially by using learning analytics based on users’ trace data and merging them with other quantitative and qualitative techniques for researching SRL beliefs and processes.

2020 ◽  
Vol 32 (4) ◽  
pp. 1055-1072 ◽  
Author(s):  
Tamara van Gog ◽  
Vincent Hoogerheide ◽  
Milou van Harsel

Abstract Problem-solving tasks form the backbone of STEM (science, technology, engineering, and mathematics) curricula. Yet, how to improve self-monitoring and self-regulation when learning to solve problems has received relatively little attention in the self-regulated learning literature (as compared with, for instance, learning lists of items or learning from expository texts). Here, we review research on fostering self-regulated learning of problem-solving tasks, in which mental effort plays an important role. First, we review research showing that having students engage in effortful, generative learning activities while learning to solve problems can provide them with cues that help them improve self-monitoring and self-regulation at an item level (i.e., determining whether or not a certain type of problem needs further study/practice). Second, we turn to self-monitoring and self-regulation at the task sequence level (i.e., determining what an appropriate next problem-solving task would be given the current level of understanding/performance). We review research showing that teaching students to regulate their learning process by taking into account not only their performance but also their invested mental effort on a prior task when selecting a new task improves self-regulated learning outcomes (i.e., performance on a knowledge test in the domain of the study). Important directions for future research on the role of mental effort in (improving) self-monitoring and self-regulation at the item and task selection levels are discussed after the respective sections.


2021 ◽  
pp. 147797142110373
Author(s):  
Anna Sverdlik ◽  
Sonia Rahimi ◽  
Robert J Vallerand

University students’ passion for their studies has been previously demonstrated to be important for both their academic performance and their personal well-being. However, no studies to date have explored the role of passion for one’s studies on both academic and personal outcomes in a single model. The present research sought to determine the role of passion in adult university students’ self-regulated learning and psychological well-being (Study 1), as well as the process by which passion shapes these outcomes, namely academic emotions, in Study 2. It was hypothesised that harmonious passion would positively predict both self-regulated learning and psychological well-being in Study 1. Furthermore, the mediating role of academic emotions between passion and outcomes was tested using a prospective design over time in Study 2. Results provided support for the proposed model. Implications for future research and practice focusing on the role of passion in facilitating adaptive emotions, use of self-regulation and well-being in adult students are discussed.


Psihologija ◽  
2019 ◽  
Vol 52 (1) ◽  
pp. 35-52
Author(s):  
Vladimir Dzinovic ◽  
Rajka Djevic ◽  
Ivana Djeric

Self-control and self-regulated learning refer to those processes and strategies whereby individuals exert agency in facing educational demands. This study tested a structural model which predicts that self-control has direct effect on school achievement, as well as mediated by metacognitive self-regulation, academic self-efficacy, and regulatory motivational styles as the variables related to self-regulated learning. The research was carried out on a stratified random sample of 575 eighth grade students. It was shown that the effect of self-control on achievement is mediated by self-efficacy. In other words, students who have heightened selfcontrol and believe in their own ability to meet school demands will be successful in school regardless of the complexity of their learning or whether they are autonomously motivated. The implications of such a finding were considered, as well as the limitations of the research and the indications for future research.


Author(s):  
Sammy Elzarka ◽  
Valerie Beltran ◽  
Jessica C. Decker ◽  
Mark Matzaganian ◽  
Nancy T. Walker

The purposes of this chapter are threefold: to explore the research on and relationships among metacognition, reflection, and self-regulated learning; to analyze students' experiences with metacognition, reflection, and self-regulated learning activities in computer-based learning (CBL) courses; and to provide strategies that can be used in a CBL environment to promote students' metacognition, reflection, and self-regulation. A review of underlying frameworks for and prior study findings in metacognition and reflection are presented. Case study findings are also described and form the basis for the suggested strategies. The value and implications of using such strategies are also offered. Finally, future research should address the teaching of metacognition and reflection in CBL environments with an emphasis on real world application.


2013 ◽  
Vol 3 (2) ◽  
pp. 25-39
Author(s):  
Woon Jee Lee ◽  
Fengfeng Ke

This study examined students’ self-regulated learning processes and satisfaction within an authentic, inquiry-based learning module in a graduate-level online course. In this design-based case study, a WebQuest-based, authentic learning module was developed to support self-regulated, collaborative discussions, and implemented with 22 graduate students at a large southeastern university in US. Online discussion transcripts were coded via the Online Learning Interaction Model, and learning satisfaction data were collected via an online survey. As a result, students’ social and knowledge-constructive interactions were closely associated with self-regulated processes. During group and class discussions, students were involved in planning and coordination interactions as well as those for reflection and self-evaluation. Students were generally satisfied with the design elements implemented in the authentic activities. The study findings provide insights on the design of the authentic and inquiry learning that supports both social and individual aspects of self-regulation processes.


Author(s):  
Mohamed Yassine Zarouk ◽  
Eugénio Olivera ◽  
Paula Peres ◽  
Mohamed Khaldi

Student-centered learning approaches such as project-based learning and flipped classroom stress the active role of the learner by applying knowledge rather than absorbing knowledge, and preparing higher education students for professional development. Student-centered learning environments are more effective when students regulate their learning and learn autonomously. There-fore, the purpose of this study is to examine the impact of a proposed ap-proach of flipped project-based learning on various facets of students' self-regulated learning, including motivational beliefs and learning strategies in higher education. A flipped project-based learning environment was designed and developed to improve students’ self-regulated learning skills. In this regard, multiple case studies were conducted according to a pretest-posttest quasi-experiment design to investigate the effectiveness of the proposed approach by four groups of students from different disciplines. The study employed a mixed-method research approach for data collection. Overall, the results re-vealed that the flipped project-based learning approach significantly enhanced students’ self-regulated learning skills. It was found that the approach fostered the students’ self-regulation performance among different groups across dif-ferent disciplines and levels. Moreover, participants also claimed that the approach was useful and ef-fective. The findings indicated that students who actively engaged within flipped PBL activities demonstrated increases in cognitive and metacognitive functioning both individually and collaboratively. This study contributes to an advance in the understanding of how the development of SRL can be inte-grated into a flipped project-based learning environment in higher education.


2015 ◽  
Vol 32 (1) ◽  
pp. 98 ◽  
Author(s):  
Marisol Cueli ◽  
Paloma González-Castro ◽  
Jennifer Krawec ◽  
José C. Núñez ◽  
Julio A. González-Pienda

<span style="font-size: 12.0pt; line-height: 115%; font-family: 'Times New Roman','serif'; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;">Literature revealed the benefits of different instruments for the development of mathematical competence, problem solving, self-regulated learning, affective-motivational aspects and intervention in students with specific difficulties in mathematics. However, no one tool combined all these variables. The aim of this study is to present and describe the design and development of a hypermedia tool, Hipatia.</span><span style="font-size: 12.0pt; line-height: 115%; font-family: 'Times New Roman','serif'; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;">Hypermedia environments are, by definition, adaptive learning systems, which are usually a web-based application program that provide a personalized learning environment. This paper describes the principles on which Hipatia is based as well as a review of available technologies developed in different academic subjects. Hipatia was created to boost self-regulated learning, develop specific math skills, and promote effective problem solving. It was targeted toward fifth and sixth grade students with and without learning difficulties in mathematics. After the development of the tool, we concluded that it aligned well with the logic underlying the principles of self-regulated learning. Future research is needed to test the efficacy of Hipatia with an empirical methodology.</span><!--[if gte mso 10]> <mce:style><! /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Tabla normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"MS Mincho"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin;} > <! [endif] -->


2017 ◽  
Vol 23 (14) ◽  
pp. 1719-1728 ◽  
Author(s):  
Christopher R. Shelton ◽  
William E. Addison ◽  
Cynthia M. Hartung

Objective: The present study examined the relation between self-regulated learning (SRL) strategies and ADHD and sluggish cognitive tempo (SCT) symptomatology. Method: Participants were 303 college students, aged 18 to 25 ( M = 20.04, SD = 1.45), from a Midwestern university who completed the Barkley Adult ADHD Rating Scale-IV (BAARS-IV), and a shortened, generalized version of the Motivated Strategies for Learning Questionnaire (MSLQ). Results: Among college students, inattention symptomatology was consistently predictive of deficits in use of value, expectancy, and self-regulation strategies, while SCT symptomatology was only predictive of deficits in the use of self-regulation strategies. Conclusion: This study is the first to examine the relation between SCT symptomatology and SRL strategy use in college students. The findings revealed that SRL strategy use differs between college students exhibiting ADHD or SCT symptomatology. Remediation focusing on these deficits would likely increase academic achievement. Clinical implications, limitations, and suggestions for future research are discussed.


2020 ◽  
Vol 38 (2) ◽  
pp. 453-473
Author(s):  
Nerea Larruzea-Urkixo ◽  
Maria Olga Cardeñoso Ramírez

Introducción: conocer las diferencias en los procesos de autorregulación del aprendizaje del alumnado actual es clave para la mejora de la formación en nuestras universidades. El objetivo de este estudio es analizar la variabilidad en dichos procesos en función del género, la especialidad, las notas (de acceso y de grado) y otras variables de desempeño académico. Método: participaron en el estudio 456 estudiantes (335 mujeres y 119 hombres) de los Grados en Educación Infantil y Primaria que completaron la versión en español del Motivated Strategies for Learning Questionnaire (Ramírez, Canto, Bueno & Echezarreta, 2013) junto a datos relativos al desempeño académico. Resultados: Se mostró la existencia de diferencias en aprendizaje autorregulado en función del género, pero no de la especialidad ni de la interacción entre género*especialidad. También se reveló que las alumnas poseían mayor autorregulación que los alumnos tanto en variables motivacionales como en estrategias de aprendizaje. A continuación, se hallaron diferencias en aprendizaje autorregulado en función de la nota de acceso, de grado y de la interacción género*nota de grado. Aunque de manera general estos datos confirman que “a mayor nota de acceso, mejor autorregulación”, los resultados desvelaron un declive del alumnado con mejores notas de grado en varias subescalas exceptuando en aprendizaje entre iguales. Finalmente, se mostró que las alumnas perciben la carrera con mayor dificultad, dedican más horas y presentan un mejor rendimiento académico de lo esperado. Discusión: Estas diferencias entre el alumnado deberían ser consideradas para potenciar la autorregulación en las aulas. Introduction: Identifying differences in self-regulatory processes among current students is key to improve training in our universities. The aim of this study is to analyze the variability in the aforementioned processes according to gender, teaching specialty, grades (admission grade and grade point average, GPA) and other variables related to academic performance. Method: 456 Primary Education and Early Childhood Education students participated in the study (335 women and 119 men) by completing the Spanish version of the Motivated Strategies for Learning Questionnaire (Ramírez, Canto, Bueno & Echezarreta, 2013). Results: Differences were found in self-regulated learning based on gender, but not on specialty or on the interaction between gender*specialty. It was also shown that female students had greater self-regulatory skills than male students in both motivational variables and learning strategies. Besides, differences were found in self-regulated learning according to admission grade, grade point average and the interaction gender*grade point average. Although, overall, the data obtained confirm that "the higher the admission grade, the better self-regulatory skills", results revealed a decline among students with better grades in several subscales except for peer learning. Finally, it was shown that female students have a higher awareness of the degree’s difficulty, dedicate more hours and present a better academic performance than expected. Discussion: These differences between students should be considered in order to promote self-regulation in the classroom.


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