When Are Tutorial Dialogues More Effective Than Reading?
نویسندگان
چکیده
It is often assumed that engaging in a one-on-one dialogue with a tutor is more effective than listening to a lecture or reading a text. Although earlier experiments have not always supported this hypothesis, this may be due in part to allowing the tutors to cover different content than the noninteractive instruction. In 7 experiments, we tested the interaction hypothesis under the constraint that (a) all students covered the same content during instruction, (b) the task domain was qualitative physics, (c) the instruction was in natural language as opposed to mathematical or other formal languages, and (d) the instruction conformed with a widely observed pattern in human tutoring: Graesser, Person, and Magliano's 5-step frame. In the experiments, we compared 2 kinds of human tutoring (spoken and computer mediated) with 2 kinds of natural-language-based computer tutoring (Why2-Atlas and Why2-AutoTutor) and 3 control conditions that involved studying texts. The results depended on whether the students' preparation matched the content of the instruction. When novices (students who had not taken college physics) studied content that was written for intermediates (students who had taken college physics), then tutorial dialogue was reliably more beneficial than less interactive instruction, with large effect sizes. When novices studied material written for novices or intermediates studied material written for intermediates, then tutorial dialogue was not reliably more effective than the text-based control conditions.
منابع مشابه
When is Reading Just as Effective as One-on-One Interactive Human Tutoring?
Many human tutorial dialogues have a similar format (Graesser, Person & Magliano, 1995) wherein the tutor poses a question, the student answers it, and they work collaboratively to improve the student’s answer. We hypothesized that the well-known effectiveness of human tutoring was due to the last phase, and in particular, to the interactive nature of the tutorial dialogue there. To test the hy...
متن کاملRunning head: OBSERVING TUTORIAL DIALOGUES Observing Tutorial Dialogues Collaboratively: Insights about Human Tutoring Effectiveness from Vicarious Learning
The goals of this study are to evaluate a relatively novel learning environment, as well as to seek greater understanding of why human tutoring is so effective. This alternative learning environment consists of pairs of students collaboratively observing a videotape of another student being tutored. Comparing this collaboratively observing environment to four other instructional methods – one-o...
متن کاملReinforcement Learning-based Feature Seleciton For Developing Pedagogically Effective Tutorial Dialogue Tactics
Given the subtlety of tutorial tactics, identifying effective pedagogical tactical rules from human tutoring dialogues and implementing them for dialogue tutoring systems is not trivial. In this work, we used reinforcement learning (RL) to automatically derive pedagogical tutoring dialog tactics. Past research has shown that the choice of the features significantly affects the effectiveness of ...
متن کاملThe Role of Initiative in Tutorial Dialogue
This work is the first systematic investigation of initiative in human-human tutorial dialogue. We studied initiative management in two dialogue strategies: didactic tutoring and Socratic tutoring. We hypothesized that didactic tutoring would be mostly tutor-initiative while Socratic tutoring would be mixedinitiative, and that more student initiative would lead to more learning (i.e., task succ...
متن کاملTowards explaining effective tutorial dialogues
We present a study of human tutorial dialogues in a core Computer Science domain that: focuses on individual tutoring sessions, rather than on contrasting different types of tutors; uses multiple regression analysis to correlate features of those sessions with learning outcomes; and highlights the effects of two types of tutor moves that have not been studied in depth so far, direct instruction...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Cognitive science
دوره 31 1 شماره
صفحات -
تاریخ انتشار 2007