Generative learning theory posits that learners engage more deeply and produce better learning outcomes when they engage in selecting, organizing, and integrating processes during learning. The present experiments examine whether the generative learning activity of generating explanations can be extended to online multimedia lessons and whether…

This paper presents a personal account of developments in research on online learning over the past 30 years. Research on how to design online instruction represents an example of applying the science of learning to education. It contributes to the science of learning (as exemplified by developments in cognitive load theory, the cognitive theory…

Generative learning involves actively making sense of to-be-learned information by mentally reorganizing and integrating it with one's prior knowledge, thereby enabling learners to apply what they have learned to new situations. In this article, we present eight learning strategies intended to promote generative learning: summarizing, mapping,…

This study examines the effects of including interactive graphic organizers into a whole-class PowerPoint lesson as an instructional approach intended to improve student engagement and generative learning in schools. A software application was developed and integrated into PowerPoint that makes it possible for the instructor to fill in empty…

What can be done to promote student-instructor interaction in a large lecture class? One approach is to use a personal response system (or "clickers") in which students press a button on a hand-held remote control device corresponding to their answer to a multiple choice question projected on a screen, then see the class distribution of answers on…

Among his many accomplishments in educational psychology, Merlin C. Wittrock is perhaps best remembered for his enduring contributions to the science of learning. His vision of how learning works is best explicated in articles published in "Educational Psychologist" (Wittrock, 1974, 1978, 1989, 1991, 1992), beginning with his classic 1974 article,…

For hundreds of years verbal messages such as lectures and printed lessons have been the primary means of explaining ideas to learners. Although verbal learning offers a powerful tool, this book explores ways of going beyond the purely verbal. Recent advances in graphics technology and information technology have prompted new efforts to understand…

Students learned about electric motors by asking questions and receiving answers from an on-screen pedagogical agent named Dr. Phyz who stood next to an on-screen drawing of an electric motor. Results are consistent with a cognitive theory of multimedia learning and yield principles for the design of interactive multimedia learning environments.…

Elaboration theory is a prescriptive model of instruction which focuses on how to structure and organize subject matter while attempting to be consistent with cognitive theories of human learning. In this system, instruction in the subject matter should proceed sequentially, from the general to the specific, with each part explained and related to…

This critical analysis of Merrill and Reigeluth's "elaboration model of instruction" briefly describes the theory, emphasizing sequencing and synthesizing; discusses its positive features; makes critical comments; and explores the relation between the elaboration model and cognitive theories of human learning and memory. Thirteen…

Examines the hypothesis that some people are verbal learners and some people are visual learners. Presented a battery of 14 cognitive measures related to the visualizer-verbalizer dimension to 95 college students and then conducted correlational and factor analyses. Results have implications for how to conceptualize and measure individual…

This discussion of the kind of knowledge acquired by a novice learning BASIC programming and how this knowledge may be most efficiently acquired suggests that people who do programming acquire three basic skills that are not obvious either in instruction or in traditional performance: (1) the ability to analyze each statement into a type of…

The idea was explored that different subjects may use qualitatively different encoding strategies with the same information presented within the same experimental situation. The premise was also studied that different strategies may be evoked by subtle differences in advance instructions or in the context of the task. (Author/MH)

This document discusses how the organization of instruction influences the encoding and structuring of new material in the memory and the subsequent transfer of such information to novel situations. A theory of instruction for problem solving that considers relevant cognitive variables and that specifies the conditions for productive learning is…

In the pair of experiments reported here the authors investigated the relationship between meaningfulness of problem statements and subjects' use of these statements in problem-solving tasks. Subjects (96 university students) were required to memorize meaningful formulae such as "volume = area x height" or corresponding symbolic formulae such as…