How Design Science Research Helps Improve Learning Efficiency in Online Conversations

In this design science research paper, we report on our constructing and evaluating an attention-guidance system that we integrated into a computer-supported collaborative learning system. Drawing on social constructivist literature, our proposed design focuses on attracting, retaining, and, if necessary, reacquiring users’ attention on task-relevant information in online collaborative literature processing. The investigation involved an experiment across two sections of students in a human-computer interaction course. Results show that the new design allowed users to consistently reflect and evaluate the content of a text as they capitalized on one another’s reasoning to resolve misconceptions. Moreover, we found that the new system increased users’ perceptions of learning. However, the difference in knowledge gain scores was marginally significant and represented a medium effect size. Interestingly, we found that the attention-guidance system supported more efficient learning. Finally, we discovered that task-oriented reading of text, revisions of incomplete or incorrect ideas, and perceptions of learning mediated the relationship between software system and learning efficiency. We discuss the theoretical and practical implications

Instructor versus Peer Attention Guidance in Online Learning Conversations

This paper reports a theory-driven experimental study for designing and evaluating two different forms of attention-guidance functionalities integrated into an anchored-discussion system. Using social constructivism as a motivating theory, we constructed a theoretical framework that emphasizes the importance of students’ attention allocation in online learning conversations and its influence on message quality and interaction patterns. The development of the functionalities, named faded instructor-led and peer-oriented attention guidance, aimed to direct students’ attention toward instructional materials’ central domain principles while offering them an open learning environment in which they could choose their own topics and express their own ideas. We evaluated the functionalities with heat map analysis, repeated measures general linear model analysis, and sequence analysis to assess the utility of the developed functionalities. Results show that attention guidance helped students more properly allocate their attention in online learning conversations. Furthermore, we found that the improved attention allocation led to better quality of students’ online learning conversations. We discuss implications for researchers and practitioners who wish to promote more fruitful online discussions

Integrating Learning Analytics to Measure Message Quality in Large Online Conversations

Research on computer-supported collaborative learning (CSCL) often employs content analysis as an approach to investigate message quality in asynchronous online discussions using systematic message-coding schemas. Although this approach helps researchers count the frequencies by which students engage in different socio-cognitive actions, it does not explain how students articulate their ideas in categorized messages. This study investigates the effects of a recommender system on the quality of students’ messages from voluminous discussions. We employ learning analytics to produce a quasi-quality index score for each message. Moreover, we examine the relationship between this score and the phases of a popular message-coding schema. Empirical findings show that a custom CSCL environment extended by a recommender system supports students to explore different viewpoints and modify interpretations with higher quasi-quality index scores than students assigned to the control software. Theoretical and practical implications are also discussed

Leadership for Learning Improvement in Urban Schools

Examines urban school leaders' efforts to improve the quality of teaching and learning by supporting progress for diverse students, sharing leadership work, and aligning resources. Analyzes school environments and coordination of various leadership roles

Communication, Affect, & Learning in the Classroom

The purpose of the handbook was to synthesize the first three decades of research in instructional communication into a single volume that could help both researchers and instructors understand the value of communication in the instructional process.Preface1.Teaching As a Communication Process The Instructional Communication Process The Teacher The Content The Instructional Strategy The Student The Feedback/Evaluation The Learning Environment/Instructional Context Kibler’s Model of Instruction The ADDIE Model of Instructional Design2.Communicating With Instructional Objectives Why Some Teachers Resent Objectives The Value of Objectives What Objectives Should Communicate3.Instructional Communication Strategies The Teacher As a Speaker The Teacher As a Moderator The Teacher As a Trainer The Teacher As a Manager The Teacher As a Coordinator & Innovator4.Communication, Affect, and Student Needs Measuring Student Affect Basic Academic Needs of Students Traditional Interpersonal Need Models Outcomes of Meeting Student Needs5.Learning Styles What is Learning Style? Dimensions of Learning Style and Their Assessment Matching, Bridging, and Style-Flexing6.Classroom Anxieties and Fears Communication Apprehension Receiver Apprehension Writing Apprehension Fear of Teacher Evaluation Apprehension Classroom Anxiety Probable Causes of Classroom Anxiety Communication Strategies for Reducing Classroom Anxiety7.Communication And Student Self-Concept Student Self-Concept: Some Definitions Characteristics of the Self Development of Student Self-Concept Dimensions of Student Self-Concept Self-Concept and Academic Achievement Effects of Self-Concept on Achievement Poker Chip Theory of Learning Communication Strategies for Nurturing and Building Realistic Student Self-Concept8.Instructional Assessment:Feedback,Grading, and Affect Defining the Assessment Process Evaluative Feedback Descriptive Feedback Assessment and Affect Competition and Cooperation in Learning Environments9.Traditional and Mastery Learning Systems Traditional Education Systems Mastery Learning Modified Mastery Learning10.Student Misbehavior and Classroom Management Why Students Misbehave Categories of Student Behaviors Students’ Effects on Affect in the Classroom Communication, Affect, and Classroom Management Communication Techniques for Increasing or Decreasing Student Behavior11.Teacher Misbehaviors and Communication Why Teachers Misbehave Common Teacher Misbehaviors Implications for the Educational Systems12.Teacher Self-Concept and Communication Dimensions of Teacher Self-Concept Development of Teacher Self-Concept Strategies for Increasing Teacher Self-Concept13.Increasing Classroom Affect Through Teacher Communication Style Communicator Style Concept Types of Communicator Styles Teacher Communication Style Teacher Communicator Behaviors That Build Affect14.Teacher Temperament in the Classroom Four Personality Types Popular Sanguine Perfect Melancholy Powerful Choleric Peaceful Phlegmatic Personality Blends15.Teacher Communication: Performance and Burnout Teaching: A Multifaceted Job Roles of an Instructional Manager Teacher Burnout Symptoms of Teacher Burnout Causes of Teacher Burnout Methods for Avoiding Burnout Mentoring to Prevent BurnoutAppendix A To Mrs. Russell: Without You This Never Would Have HappenedGlossaryInde

UNDERSTANDING THE PARADOX OF MENTAL EFFORT IN ONLINE LEARNING CONVERSATIONS

This study investigates inquiry-based interaction and learning outcomes mediated by two types of artifact-centered discourse environments. The study aims to promote social construction of knowledge by optimizing the division of mental effort between pragmatic and semantic grounding activities. We present a theoretical research model by combining social constructivism, grounding theory, and cognitive load theory. We carried out a quasi-experimental study using survey instruments, content analysis, sequential analysis, and knowledge tests for a holistic approach to understand the paradox of mental effort in online learning conversations. The primary finding of this study is that a linked artifact-centered discourse environment facilitates pragmatic grounding activities to attain a common ground in online learning conversations. Additionally, less need for pragmatic grounding activities leaves more room for semantic grounding activities. Finally, more semantic grounding activities lead to a deeper understanding of the learning material

Applying science of learning in education: Infusing psychological science into the curriculum

The field of specialization known as the science of learning is not, in fact, one field. Science of learning is a term that serves as an umbrella for many lines of research, theory, and application. A term with an even wider reach is Learning Sciences (Sawyer, 2006). The present book represents a sliver, albeit a substantial one, of the scholarship on the science of learning and its application in educational settings (Science of Instruction, Mayer 2011). Although much, but not all, of what is presented in this book is focused on learning in college and university settings, teachers of all academic levels may find the recommendations made by chapter authors of service. The overarching theme of this book is on the interplay between the science of learning, the science of instruction, and the science of assessment (Mayer, 2011). The science of learning is a systematic and empirical approach to understanding how people learn. More formally, Mayer (2011) defined the science of learning as the “scientific study of how people learn” (p. 3). The science of instruction (Mayer 2011), informed in part by the science of learning, is also on display throughout the book. Mayer defined the science of instruction as the “scientific study of how to help people learn” (p. 3). Finally, the assessment of student learning (e.g., learning, remembering, transferring knowledge) during and after instruction helps us determine the effectiveness of our instructional methods. Mayer defined the science of assessment as the “scientific study of how to determine what people know” (p.3). Most of the research and applications presented in this book are completed within a science of learning framework. Researchers first conducted research to understand how people learn in certain controlled contexts (i.e., in the laboratory) and then they, or others, began to consider how these understandings could be applied in educational settings. Work on the cognitive load theory of learning, which is discussed in depth in several chapters of this book (e.g., Chew; Lee and Kalyuga; Mayer; Renkl), provides an excellent example that documents how science of learning has led to valuable work on the science of instruction. Most of the work described in this book is based on theory and research in cognitive psychology. We might have selected other topics (and, thus, other authors) that have their research base in behavior analysis, computational modeling and computer science, neuroscience, etc. We made the selections we did because the work of our authors ties together nicely and seemed to us to have direct applicability in academic settings

Technology-mediated TBLT in a Hybrid Environment: Bridging Content and Language Production

This article examines the use of technology-mediated, task-based language teaching (TBLT) in a hybrid environment as an instructional approach in an intermediate-level Spanish course. It (a) evaluates elements of a hybrid course that was developed with computer-assisted language learning (CALL) materials to help learners improve their Spanish, focusing on two areas of specialization––engineering and business; (b) examines the effectiveness of the course materials and curriculum with a focus on CALL readings; (c) demonstrates that the technology-mediated TBLT approach in the hybrid learning environment was successful in linking content and language; and (d) establishes that the learners’ speaking skills had improved over the course with a computerized oral assessment. Language assessment results indicate that the technology-mediated TBLT program not only had an impact on intermediate Spanish learners’ speaking skills, but also prepared learners to perform tasks in both the target language and their fields of interest (i.e., business and engineering). The results contribute to the research of the effectiveness of technology-mediated TBLT

Explicitness and ellipsis as features of conversational style in British English and Ecuadorian Spanish

In this article I examine differences in conversational style between British English and Ecuadorian Spanish which can be the source of communication conflict among speakers of these two languages in telephone conversations, and, presumably in other types of interaction. I look at the language of mediated and non-mediated telephone conversations and examine one feature that interacts with indirectness, i.e., the degree of explicitness participants employ to realize similar acts or moves in the two languages. In non-mediated telephone interactions both British English and Ecuadorian Spanish speakers appear to display a preference for the use of explicitness in formulating various telephone management moves. On the other hand, in mediated interactions, while the British appear to favour explicitness, Ecuadorians in the present study, make use of elliptical forms. The latter, however, tend to be accompanied by deference markers. Differences in the use of explicit and elliptical utterances are interpreted as reflecting that, in certain types of interactions, Ecuadorians favour a style that can be characterized as fast and deferential, but possibly rather abrupt to the English, whereas the latter appear to favour a less hurried style which emphasizes the expression of consideration rather than deference

Linguistic complexity of arabic language: a semantic analysis of antonymous homonyms in the holy Qur'ān

Homonymy, is one of the two main sub-divisions of lexical ambiguity that represents the complex nature of form and context of the Qur'anic Arabic which presents a challenge in the translation process. Since Qur'anic discourse abounds with homonymic expressions whose meaning is derived from the context, the translators of the Qur'an should undertake a demanding task decoding the intended meanings. The present paper aims at clarifying some linguistic complexities in some verses of the Qur'ān which may pose difficulty to translators of the holy book most especially those who are not familiar with antonymous homonyms in Arabic language. The reason is that antonymous homonyms are special features of the Qurʾanic Arabic language. It may be viewed as one of the stylistic feature of the Qur'an. Therefore, classification of these linguistic complexity is offered and the samples of these classifications from the Holy Qur'ān are mentioned in relation to antonymous homonyms. Samples of translated Qur'an are compared in order to ascertain the qualities of translations and English translation strategies of the stated verses