Multimedia comprehension skill predicts differential outcomes of web-based and lecture courses.

College students (134 women and 55 men) participated in introductory psychology courses that were offered largely online (on the World Wide Web) or in a lecture format. Student comprehension skills were inferred from their scores on a multimedia comprehension battery. The learning of content knowledge was affected interactively by comprehension skill level and course format. Differences between format increased with comprehension skill such that the Web-based course advantage became greater as comprehension skill increased. This same pattern was not seen when self-reports of comprehension ability were used as the predictor. Furthermore, comprehension skill did not predict course satisfaction. Generally, students of all skill levels preferred the lecture courses.

[1]  James I. Brown The Nelson-Denny Reading Test. , 1960 .

[2]  P. Costa,et al.  Validation of the five-factor model of personality across instruments and observers. , 1987, Journal of personality and social psychology.

[3]  Thomas K. Landauer,et al.  Trouble with Computers: Usefulness, Usability, and Productivity , 1996 .

[4]  Alvin Y. Wang,et al.  Characteristics of students who enroll and succeed in psychology Web-based classes. , 2000 .

[5]  Robert J. Sternberg,et al.  Handbook of human intelligence , 1984 .

[6]  Eric D. Heggestad,et al.  Intelligence, personality, and interests: evidence for overlapping traits. , 1997, Psychological bulletin.

[7]  Ralph H. Turner,et al.  Introduction to psychology 5th Ed. , 1975 .

[8]  B. Gummer How'm I doing? Current perspectives on performance appraisals and the evaluation of work. , 1984, Administration in social work.

[9]  Louis M. Gomez,et al.  No IFs, ANDs, or ORs: A Study of Database Querying , 1990, Int. J. Man Mach. Stud..

[10]  Valerie J. Shute,et al.  What does the computer contribute to learning , 1994 .

[11]  Stefanie B. Waschull,et al.  The Online Delivery of Psychology Courses: Attrition, Performance, and Evaluation , 2001 .

[12]  Jeff Conklin,et al.  Hypertext: An Introduction and Survey , 1987, Computer.

[13]  Linda K. Cook,et al.  Techniques that Help Readers Build Mental Models from Scientific Text: Definitions Pretraining and Signaling. , 1984 .

[14]  P. Kidwell,et al.  The trouble with computers: Usefulness, usability and productivity , 1996, IEEE Annals of the History of Computing.

[15]  M. Gernsbacher,et al.  Investigating differences in general comprehension skill. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

[16]  Leonard S. Cahen,et al.  Educational Testing Service , 1970 .

[17]  Susanne P. Lajoie,et al.  Computers As Cognitive Tools , 2020 .

[18]  Valerie J. Shute,et al.  A Comparison of Learning Environments: All That Glitters , 1992 .

[19]  R H Maki,et al.  The relationship between comprehension and metacomprehension ability , 1994, Psychonomic bulletin & review.

[20]  Starr Roxanne Hiltz,et al.  Correlates of Learning in a Virtual Classroom , 1993, Int. J. Man Mach. Stud..

[21]  Tung Bui,et al.  Effect of Student Attitude to Course Format on Learning Performance: An Empirical Study in Web vs. Lecture Instruction , 2000 .

[22]  L. Cronbach,et al.  Aptitudes and instructional methods: A handbook for research on interactions , 1977 .

[23]  Anthony G. Greenwald,et al.  No Pain , No Gain ? The Importance of Measuring Course Workload in Student Ratings of Instruction , 1997 .

[24]  Daniel H. Robinson,et al.  Visual argument: Graphic organizers are superior to outlines in improving learning from text. , 1995 .

[25]  H. P. Bahrick,et al.  Maintenance of Foreign Language Vocabulary and the Spacing Effect , 1993 .

[26]  E. Rothkopf,et al.  Selective facilitative effects of interspersed questions on learning from written materials. , 1967, Journal of educational psychology.

[27]  Peter L. T. Pirolli,et al.  Modeling Individual Differences in Students' Learning Strategies , 1995 .

[28]  W S Maki,et al.  Evaluation of a Web-based introductory psychology course: I. Learning and satisfaction in on-line versus lecture courses , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[29]  C. Hood,et al.  Education and Intelligence. , 1912 .

[30]  Larry E. Toothaker,et al.  Multiple Regression: Testing and Interpreting Interactions , 1991 .

[31]  R. Clark Media will never influence learning , 1994 .

[32]  W S Maki,et al.  Mastery quizzes on the Web: Results from a Web-based introductory psychology course , 2001, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[33]  W S Maki,et al.  Measuring study time distributions: Implications for designing computer-based courses , 1999, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[34]  Wendy M. Williams,et al.  “How'm I Doing?” Problems with Student Ratings of Instructors and Courses , 1997 .

[35]  María G. Cisneros-Solís,et al.  MEDICAL ANNUAL , 1958, Journal of The Royal Naval Medical Service.

[36]  Ruth H. Maki,et al.  Prediction of Learning and Satisfaction in Web-Based and Lecture Courses , 2003 .