Feeling good,learning better? Effectivity of an emotional design procedure in multimedia learning

Emotional designing describes the elicitation of positive affect during learning through specific design elements of the learning environment to enhance learning. This experimental study examined the effectivity of an emotional design procedure on learning performance. Moreover, the learner’s affective states before learning were taken into consideration as possible moderators. 145 university students learned for 20?min either in a multimedia positive affect inducing learning environment (n?=?85) or a neutral multimedia learning environment (n?=?60). The Affect was measured before, during, and after learning. Performance was tested afterwards. To control for possible confounding effects, achievement motivation, emotion regulation, and situational interest were measured. In contrast to earlier findings, no superiority effect of the emotional design procedure was found. Furthermore, the effectivity of the emotional design procedure was not moderated by student’s prior effective states. However, there was a main influence of student’s positive affect on transfer performance.     

Contextualizing learning in the World Wide Web: accounting for the impact of culture

There is a developing urgency about how Australian universities should best make use of the World Wide Web (WWW) to meet the needs of culturally diverse students, especially those of Asian origin. This urgency is the result of both global and internal pressures, some political, (consider the imminence of the 'Hanson movement' against a multicultural Australia), some economic, some social. Moreover, to miss the current opportunity to exploit WWW technologies to design, implement and market effective instructional courses will only work to disadvantage Australia in a growing but globally competitive educational market. One of the most pressing problems in this context is how to provide instructional materials in a model of teaching and learning that is cost-effective, makes extensive use of WWW technologies to provide for flexibility in learning, and that is culturally appropriate. This paper outlines an approach and model for investigating and developing culturally appropriate instructional materials. It is hoped that through publication, we might obtain feedback on the validity of this model and also widen the potential of its scope beyond its immediate application to the Australian context. The following hypotheses are central to our work: (1) Existing cultural influences in instructional materials designed and delivered on the WWW by Australian universities, and intended for use by culturally diverse students, are minimal and ineffective. (2) The efficacy of learning based in the use of the WWW for instructional purposes can be improved by the adoption of a culturally appropriate model of instructional design. (3) Culture is a significant factor in determining the effectiveness of learning materials created in the WWW and intended for use by culturally diverse students. In testing these hypotheses, we intend to provide the empirical research to help determine the most appropriate ways of using the WWW to stimulate effective learning at tertiary level for all learners, whatever their cultural heritage or perspectives     

Measuring active learning to predict course quality

This study investigated whether active learning within computer‐based training courses can be measured and whether it serves as a predictor of learner‐perceived course quality. A major corporation participated in this research, providing access to internal employee training courses, training representatives, and historical course evaluation data. Twenty sample courses were subdivided into 1,884 time‐based instructional events and categorized by eight design principles for learner engagement: attend, organize, recall, practice, interact, apply, explore, and absorb. This analysis produces a quantitative pattern for the cognitive activity a course encourages within the learner, summarized as the active learning index. A regression model, with the active learning index as a predictor variable for learner‐perceived course quality, resulted in a correlation coefficient of .83 (r²=.69) and a p‐value <.0001. These results suggest a framework for quantifying the active learning components in computer‐based training courses and guiding the work of instructional designers toward higher‐quality courses.     

成人情境学习中角色意识的建构与自我发展

莱夫(Jean Lave)和温格(Etienne Wenger)于1991年出版的《情境学习:合法地边缘性参与》一书,奠定了情境学习理论的基础。但是人们对于情境学习理论的研究主要集中于课程或教学设计等方面,极少关注到学习者角色身份及自我发展的问题。基于社会学角色理论及自我发展心理学相关理论,分析成人如何在不同情境中实现角色适应及自我的发展。     

Towards a personalized task selection model with shared instructional control

Modern education emphasizes the need to flexibly personalize learning tasks to individual learners. This article discusses a personalized task-selection model with shared instructional control based on two current tendencies for the dynamic sequencing of learning tasks: (1) personalization by an instructional agent which makes sequencing decisions on the basis of learner’s expertise, and (2) personalization by the learner who is given control over – final – task selection. The model combines both trends in a model with shared instructional control. From all available learning tasks, an instructional agent selects a subset of tasks based on the learner’s performance scores and invested mental effort (i.e., system-control). Subsequently, this subset is presented to the learner who makes the final decision (i.e., learner control). A computer-assisted instructional program has been developed to put the model into practice and preliminary results are discussed. The model can be used to increase the efficiency and effectiveness of instruction and to make it more appealing by providing the learner an optimal level of control over task selection. This research project is funded by the Netherlands Organization for Scientific Research (NWO, The Hague, project No. 411-02-107-V).     

Epistemology,situated cognition,and mental models: 'Like a bridge over troubled water'

Over the past two decades important educational implications have beendrawn mainly from two movements of epistemology: Constructivismand situated cognition. Aside from a meta-theoretical use ofconstructivism, the concept 'situated cognition' refers to a conceptionof situational context bound to a historically and socially determinedsituational logic. Focusing on educational processes, situated cognitionis considered to be a central construct for instruction, as is theclosely related concept of the construction of mental models.There are various kinds of the construction and change of mental modelsin a situational context: self-guided inductive construction is oneexample; another is the processing of a conceptual model providedto the learner. An emerging question is how the preconception changesand if the effects of such a model transition are stable. An exploratorystudy will be sketched which investigates the significance of aconceptual model provided at the beginning of the learning process;it has been hypothesized, that such a conceptual model significantlyimpacts the stability (i.e. the successful reconstruction) of mentalmodels built in the course of learning. Also considerableintraindividual differences and changes between two points of assessingthe learners' causal explanations were found. Similarities of theindividuals' reconstructions could be explained with regard tosimilarities of the structures of the learning situations and therelated instructional intervention. In general, the results of thisexploratory study support the assumption that mental models areconstructed in dependence on the demands of learning situations.     

Instructional Guidance and Realism of Manipulatives Influence Preschool Children's Mathematics Learning

Educators often use manipulatives when teaching mathematics because manipulatives are assumed to promote learning. However, research indicates that instructional variables impact the effectiveness of manipulatives. In this article, the authors consider the relations between two instructional characteristics: (a) level of instructional guidance and (b) perceptual qualities of manipulatives. Results from the randomized experiment with preschoolers (N = 72) suggest that learning is improved when instruction is conducted with high levels of instructional guidance and is impacted by the perceptual qualities of manipulatives. Perceptually rich manipulatives decreased learner performance on outcomes associated with conceptual knowledge and improved performance on transfer of learning. In addition, transfer was positively affected by perceptually rich manipulatives when low levels of instructional guidance were present.     

Design for learning: Adapting the microscopic anatomy laboratory to adult learners

Medical school curricula are undergoing transformational change in response to calls for integrating content across courses and years to enable better retention and application and for individualizing learning to meet the diverse backgrounds and thus differing needs of students. To address the related teaching challenges, faculty can employ solid principles of adult learning and instructional design and use teaching strategies that stimulate different learning styles. We developed laboratory sessions that follow a learner‐centered instructional design model we refer to as “PLHET,” reflecting the steps of preparing, linking, hooking, engaging, and transferring learning, and also applied teaching strategies that reflect Kolb's four styles of learning (accommodative, divergent, assimilative, and convergent). We utilized a group learning format to promote active learning, teamwork, and self‐direction. Preliminary data based on student surveys of laboratory activity show positive responses. In the future, we will test the hypothesis that this design will improve medical students' performance. Anat Sci Educ © 2013 American Association of Anatomists.     

Multimedia learning environments: Issues of learner control and navigation

Using schema theory as a framework, we view learning as an active, constructive process. It is affected not only by learners' internal knowledge structures, but by the external constraints of the learning environment as well (Kozma, 1991). This article examines how different internal learner characteristics (e.g., prior knowledge, self efficacy and interest) and different external constraints (e.g., learner control, instructional design and level of control) influence the learning process. Specifically, we address learning from a variety of multimedia environments such as video, hypertexts, kiosks and other hypermedia within a schema theoretic approach that incorporates a constructivist view.     

Formative assessment in an online learning environment to support flexible on-the-job learning in complex professional domains

This article describes a blueprint for an online learning environment that is based on prominent instructional design and assessment theories for supporting learning in complex domains. The core of this environment consists of formative assessment tasks (i.e., assessment for learning) that center on professional situations. For each professional situation, three levels of situational complexity are defined, and within each of these three levels, tasks are offered that differ in the degree of support offered to the learner. This environment can support (beginning) professionals in complex domains in gaining insight into the available repertoire of behavior in professional situations, as well as into the quality and effectiveness of that behavior (assessment criteria), while simultaneously helping them to develop insight into the standards that their own behavior should (eventually) match.     

An Exploratory Study of Situated Conceptions of Learning and Learning Environments

This paper describes a study designed to test whether situated conceptions of learning can be measured using questionnaires, and the relations between these aspects of students’ awareness, their awareness of other environmental variables, and their learning outcomes. A situated conception of learning is one that is evoked and adopted by students in response to their perceptions of their learning tasks in a particular context. It may reflect the aims they have for their studies, once they have started that study and experienced that study environment. The results from this small-scale, limited-context study showed that when students perceived the learning environment as being more supportive of learning, they were more likely to describe a situated conception of learning that was more closely aligned with those promoted by the University. They also had higher scores on the deep approach to learning scale, lower scores on the surface approach scale, and expected to leave university with a higher degree classification. These associations, which suggest that situated conceptions, like prior experience of learning, may be a crucial indicator of learning approach and outcomes of learning, are sufficiently large to warrant more rigorous investigations.     

Primary assessment activity and learner perceptions of attitude change in four MOOCs

This study seeks to examine perceptions of attitudinal change in relation to the primary assessment activity within four Massive Open Online Courses (MOOCs) that were designed for attitudinal learning. The purpose of this study was twofold. First, we sought to understand if by focusing on assessing cognitive learning (quizzes) as opposed to behavioral learning (personal projects), the courses would result in greater reported attitude change in the respective areas. The second component of the study examined whether learners who identified cognitive learning (quizzes) as opposed to behavioral learning (personal projects) as the most impactful learning activity (or vice versa) reported stronger learning in the respective attitudinal component. Using an author-created survey that included learner reported attitudinal learning, perceptions of attitude change were collected. Results revealed that learners who utilized assessment activities focusing on behavioral learning did not report higher perceptions of behavioral learning. In contrast, learners utilizing assessment activities that focused on cognitive learning did report higher perceptions of cognitive learning. We conclude with a discussion of instructional design and facilitation of learning in MOOCs, as well as instruction for attitudinal learning within open-learning environments.     

Learners’ perceptions of instructional design practice in a situated learning activity

This case study investigated learners’ perceptions of value from participating in a learning activity designed to model professional instructional design practice. Learners developed instructional design products for a corporate client in the context of a classroom-based course. The findings indicate that learners perceived different kinds of value which varied according to the degree of integration of learners’ goals with client’s goals, ranging from (a) co-constituted value (in which learners perceived the value of their participation as being inextricably bound to creation of value to the client) to (b) satisficing value (in which learners engaged with the activity so as to generate value for themselves while providing sufficient or good enough value to the client) to (c) salvage value (in which learners did not participate in the activity in the manner intended, but attempted to salvage some personal value from their participation). A framework relates these learners’ perceptions of value to three main features of such learning activities: what you do, how you do it, and who you are accountable to. The relative worth of these different kinds of value is discussed, and proposals for influencing learner perceptions of value are presented.     

Small data,online learning and assessment practices in higher education: a case study of failure?

In this paper, we present an in-depth case study of a single student who failed an online module which formed part of a master’s programme in Professional Education and Leadership. We use this case study to examine assessment practices in higher education in the online environment. In taking this approach, we go against the current predilection for Big Data which has given rise to ‘learning analytics’, a data-intensive approach to monitoring learning. In particular, we draw attention to the model of the learner produced by learning analytics and to issues of ‘dataveillance’ in online learning. We also use the case to examine assessment in higher education more broadly, exploring the tensions between the requirements for certification and the need for learning. We conclude that assessment practices in higher education may have more to do with ‘quality assurance’ and regulatory frameworks than with ‘enhancing the student experience’ and inculcating the qualities that mark out higher education as an ethical project.     

The effect of self-regulated learning strategies on performance in learner controlled computer-based instruction

The purpose of this study was to examine the effect of self-regulated learning strategies (SRLS) on performance in a learner-controlled and a program-controlled computer-based instruction (CBI). SRLS was measured using a self-regulated learning strategies questionnaire. Seventh-grade subjects were divided into high and low levels of SRLS and then randomly assigned to one of two versions of a CBI lesson: one allowing learner control over the sequence and content of the instruction and the other having the learners follow a linear instructional sequence. Results revealed that the performance differences between learners with high SRLS and those with low SRLS were greater under learner control than under program control (p<.05). Poor performance by subjects with low SRLS under learner control indicates a strong need for learners to possess self-regulatory learning strategies to achieve success under learner control. Program control, however, seems to minimize the performance differences between low and high levels of SRLS.     

Appraising research on personalized learning: Definitions,theoretical alignment,advancements, and future directions

Abstract

This article introduces a special issue comprising research on efforts to personalize learning in different academic subjects. We first consider the emergence of personalized learning (PL) and the myriad of definitions that describe its essential features. Thereafter, we introduce the articles in the special issue by examining their alignment to extant theories of learning, the instructional design features that personalize the learning experience based on a learner characteristic, and the relationships between PL design and outcomes achieved in an educational context. Based on observations of contemporary PL research, we identify key issues to be addressed by the field and recommendations for future researchers to undertake to advance a PL theory. Chief among issues with PL are the role of technology, the agency of the learner, and the absence of a consistent theoretical grounding to motivate PL design choices. Future directions that would advance PL include the adoption of a theory of change in PL design, a design-based research approach to refine PL initiatives, more intensive and iterative research in authentic classroom contexts, and a greater focus on student input into and ownership of the PL experience.     

Understanding complex ecologies: an investigation of student experiences in adventure learning programs

The GoNorth! Adventure Learning (AL) Series delivered educational programs about global climate change and sustainability from 2006 to 2010 via a hybrid-learning environment that included a curriculum designed with activities that worked in conjunction with the travels of Team GoNorth! as they dog sledded throughout the circumpolar Arctic. This study addresses a gap in the AL literature by identifying factors that lead to high levels of student engagement and reveals strategies for instructional designers and educators on how to design emotionally engaging online learning environments. A mixed methods study was conducted to explore patterns of learner engagement in relation to two AL programs: GoNorth! Fennoscandia 2008 and GoNorth! Nunavut 2009. Survey data were drawn from a total of 101 students in 2008 and 2009.     

Hypertext as instructional design

In this article, hypertext is compared with instructional design principles and processes. Contrary to initial perceptions, hypertext can be considered to be theoretically and operationally consistent with instructional design in that both share theoretical foundations in cognitive and systems theory and practical elements of learning environment design. The ability to tailor and extend the functionality of hypertext systems makes them powerful environments for authoring, designing, and displaying most instructional designs. Hypertext systems also can combine the roles of designer and learner by creating a collaborative environment in which the learner can annotate, amend, or author both content and structural elements of the hypertext.     

Effects of degree of segmentation and learner disposition on multimedia learning

The construction of asynchronous learning environments often involves the creation of self‐paced multimedia instructional episodes that provide the learner with control over the pacing of instruction (segmentation); however, does the amount of segmentation impact learning? This study explored the effects of the degree of segmentation on recall and application of new knowledge and the nature of learner dispositions toward segmentation. Undergraduate students (n = 212) were randomly assigned to engage in a 9‐minute multimedia tutorial (ie, instructionally designed video‐based presentation) addressing historical inquiry that was divided into 1, 7, 14 or 28 segments (degree of segmentation) where students had control over when each segment began via a “Continue” button. Students' dispositions toward the segmentation—helped learning, made learning easier, made learning confusing, was annoying or seemed appropriate—were also measured. Results indicated that increased segmentation facilitated recall and application; however, learners perceived a high degree of segmentation (28 segments) more negatively. Overall, these results indicate that increased segmentation within a multimedia instructional environment has a positive influence on recall and application, regardless of the learner's disposition toward the segmentation.     

虚实情境融合的交互式外语自主学习模式研究

外语自主学习模式的发展要以现代信息技术为支撑。针对目前外语自主学习在实行上遇到的问题,文章结合情境学习理论,应用虚实融合的增强现实技术构建交互式外语自主学习情境,分析并设计了系统的整体环境架构,阐述了其中采用的关键技术和方法,在此基础上探讨了增强现实虚实交互环境下的新型外语自主学习模式并进行了实例分析。研究表明,此类学习模式能够有效提高学习者在外语学习中的主动性和自主学习能力。