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1.
Implementation Intentions for Improving Self-Regulation in Multimedia Learning: Why Don’t They Work?
AbstractLearners face several self-regulatory challenges during multimedia learning: choosing adequate cognitive strategies (cognitive self-regulation), relying on their own learning abilities (motivational self-regulation), and investing sufficient effort (behavioral self-regulation). Implementation intentions (plans that help transform intentions into action) can support self-regulation. We expected that cognitive, motivational, or behavioral implementation intentions improved learning, compared to a control group. In a first experiment, we found weak evidence that cognitive and behavioral implementation intentions improved learning, whereas motivational implementation intentions reduced learning. However, replication failed in two follow-up experiments. Our findings contradict previous research and suggest that implementation intentions are not suitable to support multimedia learning. Future research should focus on possible boundary conditions that could account for the unexpected and unstable findings. 相似文献
2.
混合学习强调线下课堂教学和线上自主学习的混合以实现优势互补,其中学习者的在线自我调节学习能力显得异常重要。文章旨在揭示学习者的在线自我调节学习能力存在哪些潜在类别,不同类别学习者是否具有不同的在线自我调节学习行为过程模型,以及这对于在线自我调节学习环境的设计有何启示。研究首先对239名学习者的在线自我调节学习能力进行测评,然后使用潜在剖面分析方法对测评数据进行分析,发现样本学习者可以分为高、中、低三种不同水平的自我调节学习剖面类别。然后分别对三种类别学习者的在线自我调节学习行为数据进行过程挖掘,研究发现:(1)学习者的自我调节学习能力更多体现在执行阶段的行为上;(2)中高水平自我调节学习者的在线学习行为表现出更强的认知和元认知策略;(3)高水平自我调节学习者体现出更有效的时间管理策略与更强的整体规划能力。因此,在线自我调节学习环境需要引入自适应支持机制,为学习者提供适应性的过程和策略支持。 相似文献
3.
Scott W. Vanderstoep Paul R. Pintrich Angela Fagerlin 《Contemporary educational psychology》1996,21(4):345-362
The personal attributes of self-regulated learning are often described in terms of knowledge base, adaptive motivational beliefs, and appropriate use of cognitive and metacognitive strategies for learning. These attributes are usually assumed to apply across all disciplines and contexts, but there has been little research that has examined the disciplinary differences in these personal attributes of self-regulated learning. The present study examined college students’ knowledge, motivation, and self-regulatory learning strategies in humanities, social science, and natural science college courses. The sample included 380 college students from three different institutions. Students were given a measure of their course knowledge and a self-report measure of their motivational beliefs and use of self-regulatory strategies at the beginning and end of the semester. Three levels of achievement were created from final course grade and ANOVA's were used to examine the differences in knowledge, motivation, and self-regulation by achievement level and discipline. The results suggest that the components of knowledge, motivation, and self-regulation do distinguish high from low achievers in social and natural science courses, but not in the humanities courses. Results are discussed in terms of the generalizability of our models of self-regulated learning across disciplines and implications for measuring self-regulated learning in different disciplines. 相似文献
4.
Erik De Corte Lieven Verschaffel Chris Masui 《European Journal of Psychology of Education - EJPE》2004,19(4):365-384
A major challenge for education and educational research is to build on our present understanding of learning for designing
environments for education that are conducive to fostering in students self-regulatory and cooperative learning skills, transferable
knowledge, and a disposition toward competent thinking and problem solving. Taking into account inquiry-based knowledge on
learning and recent instructional research, this article presents the CLIA-model (Competence, Learning, Intervention, Assessment)
as a framework for the design of learning environments aimed to be powerful in eliciting in students learning processes that
facilitate the acquisition of productive knowledge and competent learning and thinking skills. Next, two intervention studies
are described that embody major components of this framework, one focussing on mathematical problem solving in primary school,
and a second one relating to self-regulatory skills in university freshmen. Both studies were carried out in parallel with
the development of the framework, and were instrumental in identifying and specifying the different components of the model.
They yielded both promising initial support for the model by showing that CLIA-based learning environments are indeed powerful
in facilitating in students the acquisition of high-literacy learning results, especially the acquisition and transfer of
self-regulation skills for learning and problem solving. 相似文献
5.
This paper describes a framework for learning where learners undergo experimentations with the phenomena at hand according
to progressive and staged goals. Bowling is used as a case study in this paper. The premise for experimentations is that learners
can experience hidden efficacies, including the formation of “bad habits.” A distinction is made between productivity in learning
and performance in terms of learning outcomes. In other words, productivity in learning may not necessarily manifest in successful
performance, hence the term productive failure. To emphasize the need for self-regulation during problem-solving process,
we discuss the movements within the productive–unproductive and success–failure dimensions through three-staged self-regulatory
processes and draw implications to learning and instruction. 相似文献
6.
Chantal J.J. Gorissen Liesbeth Kester Saskia Brand-Gruwel Rob Martens 《Interactive Learning Environments》2013,21(6):655-669
This study focuses on learning in three different hypermedia environments that either support autonomous learning, learner-controlled learning or system-controlled learning and explores the mediating role of academic self-regulation style (ASRS; i.e. a macro level of motivation) on learning. This research was performed to gain more insight in the conditions under which learning in hypermedia environments is effective. Sixty-nine grade five students from a primary school answered short essay questions using video material from a hypermedia environment. The effects on task motivation and test performance were measured. It was found that learners in the autonomy supported hypermedia environment reported lower levels of controlled task motivation, compared to the learners in the system-controlled and learner-controlled hypermedia environments. But there were no effects of hypermedia environment on autonomous task motivation or the reported need fulfilment for autonomy. Furthermore, learners in the learner-controlled hypermedia environment scored lower on a delayed, In-Depth Knowledge Test compared to learners in the other two environments. Moreover, learners in the autonomy supported hypermedia environment watched more (unique) videos compared to learners in the system-controlled and the learner-controlled hypermedia environments. As for the role of learners' ASRS, we found no interaction with the type of hypermedia environment on task motivation or performance. Learners' ASRS did, however, affect the learners' motivation for the task. And, when presented with advice (as in the autonomy supported hypermedia environment) learners with an autonomous self-regulation style followed more advice, compared to learners with a more controlled self-regulation style. 相似文献
7.
This study informs the design and development of pedagogical agents that can flexibly support self-regulation by calibrating
guidance to specific phases and facets of self-regulated learning (SRL) as individuals encounter challenges and develop more
sophisticated understandings of the task and content. From a socio-cultural perspective of self-regulation, we examine the
transition of self-regulatory control from teacher to graduate student during naturalistic instructional conferences. Three
goals included (a) examining teacher–student dialogue about a complex task to see if fading actually occurs, (b) examining
whether support and fading of support are calibrated to specific phases of the self-regulatory process at a given point in
time, and (c) examining techniques used for scaffolding and fading scaffolding directed toward specific phases and facets
(behavioral, cognitive, metacognitive and motivational) of the self-regulatory cycle. Findings support a socio-cultural perspective
of SRL demonstrating a transition from teacher to student regulation across phases and facets of SRL. The paper concludes
with an examination of how our findings can inform the design of computer-based scaffolds that can support SRL. 相似文献
8.
John Chi Kin Lee Sammy King Fai Hui Po Yuk Ko 《The Journal of educational research》2019,112(4):463-472
Self-regulated learning has been one of the important areas in educational research. The authors adopted structural equation modeling to explore and compare the impacts of three aspects of self-regulatory climate (i.e., academic emphasis, teacher trust, and student trust) on three features of self-regulated learning (i.e., self-efficacy, intrinsic motive, and self-regulation strategy). The results revealed both direct effects of academic emphasis on students’ use of self-regulation strategy, and indirect effects mediated by self-efficacy and intrinsic motive. Teacher trust has a positive impact on self-efficacy. While student trust has a positive impact on intrinsic motive, its relationship with self-regulation strategy is negative. Significant differences in school levels and gender were identified. The findings indicate that students in different cultures may have different expectations for teachers’ support in learning, which in turn influence the relationship between student trust in teachers and the use of self-regulation strategy. Implications for cultivating self-regulated learners are discussed in the article. 相似文献
9.
Research has shown that learners do not always engage in appropriate metacognitive and self-regulatory processes while learning complex historical topics. However, little research exists to guide the design of technology-rich learning environments as metacognitive tools in history education. In order to address this issue, we designed a metacognitive tool using a bottom-up approach. Thirty-two undergraduate students read an historical narrative text either with or without the benefit of the metacognitive tool. Results from process and product data suggest that learners using the metacognitive tool had better recall and that the tool helped them (a) notice that particular events in an historical narrative text are unexplained, and (b) generate hypothetical causes to explain the occurrence of such events. We discuss the implications of these findings for the development of the MetaHistoReasoning Tool, a technology-rich learning environment that assist learners in terms of regulating their learning while they accomplish authentic tasks of historical inquiry. 相似文献
10.
Hyeon Woo Lee Kyu Yon Lim Barbara L. Grabowski 《Educational technology research and development : ETR & D》2010,58(6):629-648
Comprehension of science topics occurs when learners meaningfully generate relationships and conceptions about what they read.
In this generation process, learners’ cognitive and metacognitive regulation is one of the most critical factors influencing
learning. However, learners are not always successful in regulating their own learning, especially in computer-based learning
environments (CBLEs) where they are alone. Based on this rationale, the present study was designed to examine the effects
of two scaffolding strategies—generative learning strategy prompts and metacognitive feedback—on learners’ comprehension and
self-regulation while learning the human heart system in a CBLE. Participants were 223 undergraduate student volunteers. Structural
Equation Modeling (SEM) was employed to conceptualize and empirically test a model that explains mediating processes among
variables. Results revealed that the combination of generative learning strategy prompts with metacognitive feedback improved
learners’ recall and comprehension by enhancing learners’ self-regulation and better use of highlighting and summarizing as
generative learning strategies. 相似文献
11.
AbstractThe use of flipped classrooms, blended learning environments and the application of technology has been extensively studied and reported in the literature, but the impact of learning activity design on cultivating better learning attitudes has rarely been explored. A rapid adoption of ‘e-schoolbag’ in basic education in China has been observed in recent years. Its impact on academic performance varies from different ways of e-schoolbag adoption. We conducted a two-year longitudinal study to review the relationship between learning behaviours and academic performance in a primary school with a blended learning environment, and investigated how interventions through learning activity redesign could improve the academic performance by cultivating better learning attitudes. The results show that learning attitudes are positively related to academic performance with proper learning activity design. It is therefore suggested that teachers’ interventions through learning activity redesign can cultivate better learning attitudes and thus improve academic performance for learners. 相似文献
12.
In this review we argue that interactivity can be effective in video-based models to engage learners in relevant cognitive
processes. We do not treat modeling as an isolated instructional method but adopted the social cognitive model of sequential
skill acquisition in which learners start with observation and finish with independent, self-regulated performance. Moreover,
we concur with the notion that interactivity should emphasize the cognitive processes that learners engage in when they interact
with the learning environment. The four-component instructional design (4C/ID) model is used to define a set of cognitive
processes: Elaboration and induction enable learners to construct schemas, whereas compilation and strengthening enable learners
to automate these schemas. Pacing, cues, control over appearance, prediction, working in dyads, personalized task selection,
and reflection prompts are identified as guidelines that might support learners to interactively construct schemas. Personalized
task selection with part-task practice helps learners to interactively automate schemas. 相似文献
13.
A vast body of research has indicated the importance of distinguishing new vs. continuing students’ learning experiences in blended and online environments. Continuing learners may have developed learning and coping mechanisms for ‘surviving’ in such learning environments, while new learners might still need to adjust their learning approaches to the new learning context. In this large-scale replication study, we investigated whether and how the learning satisfaction experiences of 16,670 new vs. 99,976 continuing students were different. Using logistical regression modelling of learner satisfaction scores of 422 undergraduate blended and online modules (including 232 learner and module learning design variables), our findings indicated that new learners indeed differed subtly in their learning and teaching experiences across two consecutive academic years. The minor differences in key drivers between the 2014 and 2015 cohorts also indicate that institutions need to continuously monitor and act upon changing learning needs. 相似文献
14.
《教育心理学家》2013,48(4):267-268
In this commentary, we utilize a social cognitive view of self-regulation to analyze the computer-based learning environments (CBLEs) that are described in the various articles in this volume. Although these CBLEs are creative ways of engaging students' metacognitive processes, their impact on students' motivational beliefs and self-reactions has been given relatively little attention to date. Self-regulation research on these sources of motivation in traditional learning environments has shown that they can play a vital role in explaining students' self-initiative and perseverance in the face of setbacks. When analyzing the forms of self-regulatory instruction that were employed, 2 of the CBLEs followed the first 2 sequential levels of a graduated "social-to-self" pattern advocated by social cognitive researchers. However, the other CBLEs often made nonsequential use of such social cognitive instructional processes as modeling, tutoring, providing feedback, and self-research. 相似文献
15.
Dirk Tempelaar 《Assessment & Evaluation in Higher Education》2020,45(4):579-593
AbstractHow can we best facilitate students most in need of learning support, entering a challenging quantitative methods module at the start of their bachelor programme? In this empirical study into blended learning and the role of assessment for and as learning, we investigate learning processes of students with different learning profiles. Specifically, we contrast learning episodes of two cluster analysis-based profiles, one profile more directed to deep learning and self-regulation, the other profile more directed toward stepwise learning and external regulation. In a programme based on problem-based learning, where students are supposedly being primarily self-directed, this first profile is regarded as being of an adaptive type, with the second profile less adaptive. Making use of a broad spectrum of learning and learner data, collected in the framework of a dispositional learning analytics application, we compare these profiles on learning dispositions, such as learning emotions, motivation and engagement, learning performance and trace variables collected from the digital learning environments. Outcomes suggest that the blended design of the module with the digital environments offering many opportunities for assessment of learning, for learning and as learning together with actionable learning feedback, is used more intensively by students of the less adaptive profile. 相似文献
16.
This review describes parts of our research program on example-based learning that relates to recent efforts to incorporate
interactive elements into learning environments designed to support learning from worked-out examples. Since most learners
spontaneously study or process examples in a very passive or superficial manner, this review focuses on how a variety of specific
interactive elements in example-based leaning environments are capable of encouraging learners to actively process the examples.
The review begins with an overview of the literature on worked examples and the associated self-explanation, which is important
given that the quality of self-explanation is a major factor in determining whether learners benefit from studying examples.
The review notes that example-based learning environments tend to be effective but often promote passive processing. It then
highlights the strengths and limitations of three types interactivity introduced to example-based learning environments. The
review concludes with a discussion of the role that these interactive elements play in these learning environments. 相似文献
17.
In game-based learning, adaptive scaffolding can enhance the learning of domain-specific skills, known as first-order scaffolding, and self-regulatory skills, known as second-order scaffolding. To design adaptive scaffolding, we need indicators that identify learning opportunities. Therefore we investigated how indicators of performance and self-regulation relate to overall game performance in a medical emergency simulation game. These indicators have the potential to guide the design of adaptive first-order and second-order scaffolding, respectively. Twenty-six fourth-year medical students played 116 game sessions. Using a multilevel model, we investigated the relationship between overall game performance and a range of online and offline measures. For first-order scaffolding, accuracy, systematicity and thoroughness were found to be valid indicators; for second-order scaffolding, high global self-regulatory scores and frequent monitoring were found to be valid indicators. These indicators can be included in future algorithms for adaptive scaffolding in game-based learning. 相似文献
18.
Children with developmental coordination disorder (DCD) experience difficulty coping with everyday demands due to difficulties
in performing motor tasks. Recently, a cognitive learning paradigm has been applied to studying the nature of the problems
experienced by children with DCD, which assumes that these children have fewer cognitive and metacognitive skills with which
to acquire motor skills. However, despite the emergence of such cognitive models, individual differences in children’s use
of self-regulatory and metacognitive skill during motor learning have received little research attention. The aim of this
review article was to examine the roots of this emerging field of research, locate it within the larger body of metacognitive
and self-regulation literature, and examine some of the preliminary work that has been conducted on the role of self-regulation
and metacognition in motor learning and in the motor performance difficulties of children with DCD. 相似文献
19.
Acquiring complex conceptual knowledge requires learners to self-regulate their learning by planning, monitoring, and adjusting the process but they find it difficult to do so. In one experiment, we examined whether learners need broad systems of support for self-regulation or whether they are also able to learn with more economical support configurations. Eighty-six undergraduate students with little prior domain knowledge learned plate tectonics from a multimedia presentation involving animation with concurrent narration and support in one of four forms: minimal support, two variants of intermediate support, or extensive support. After the presentation, participants solved retention and transfer tests. The results revealed that participants receiving the broadest system of support outperformed those in the other conditions, which did not differ from one another. This means that it is so difficult for learners to self-regulate learning that they need considerable support if they are to learn complex conceptual knowledge. 相似文献
20.
Personalized education—the systematic adaptation of instruction to individual learners—has been a long-striven goal. We review research on personalized education that has been conducted in the laboratory, in the classroom, and in digital learning environments. Across all learning environments, we find that personalization is most successful when relevant learner characteristics are measured repeatedly during the learning process and when these data are used to adapt instruction in a systematic way. Building on these observations, we propose a novel, dynamic framework of personalization that conceptualizes learners as dynamic entities that change during and in interaction with the instructional process. As these dynamics manifest on different timescales, so do the opportunities for instructional adaptations—ranging from setting appropriate learning goals at the macroscale to reacting to affective-motivational fluctuations at the microscale. We argue that instructional design needs to take these dynamics into account in order to adapt to a specific learner at a specific point in time. Finally, we provide some examples of successful, dynamic adaptations and discuss future directions that arise from a dynamic conceptualization of personalization.
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