This paper discusses principles of educational multimedia user interface design. The purpose of these principles is to maximize the learning effectiveness of multimedia applications. The principles are based on the results of studies in psychology, computer science, instructional design, and graphics design. The principles help user interface designers make decisions about the learning materials, learners, tasks that the learners perform, and tests for measuring learning performance.
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References
1.
Ackerman, B. P. (1981). Encoding specificity in the recall of pictures and words in children and adults. Journal of Experimental Child Psychology, 31, 193–211.
2.
Aldrich, F. K., & Parkin, A. J. (1988). Improving the retention of aurally presented information. In M. M. Gruneberg, P. E. Morris, & R. N. Sykes (Eds.), Practical aspects of memory (pp. 490–493). Chichester, England: Wiley.
3.
Allen, W. H. (1974). Media stimulus and types of learning. In H. Hitchens (Ed.), Audiovisual instruction (pp. 7–12). Washington, DC: Association for Educational Communications and Technology.
4.
Anderson, J. R. (1980). Cognitive psychology and its implications. San Francisco: W. H. Freeman.
5.
Anderson, J. R. (1983). The architecture of cognition. Cambridge, MA: Harvard University.
6.
Anderson, J. R. (1994). Learning and memory: An integrated approach. New York: Wiley.
7.
Anderson, J. R., & Reder, L. M. (1979). An elaborative processing explanation of depth of processing. In L. S. Cermak & F. I. M. Craik (Eds.), Levels of processing in human memory (pp. 385–403). Mahwah, NJ: Erlbaum.
8.
Anderson, R. C., & Biddle, W. B. (1975). On asking people questions about what they are reading. In G. H. Bower (Ed.), Psychology of learning and motivation (Vol. 9, pp. 89–132). New York: Academic.
9.
Arens, Y., Hovy, E. H., & Vossers, M. (1993). On the knowledge underlying multimedia presentations. In M. T. Maybury (Ed.), Intelligent multimedia interfaces (pp. 280–306). Menlo Park, CA: American Association for Artificial Intelligence.
10.
Atkin, C. K. (1975a). Effects of television advertising on children -First year experimental evidence (Tech. Report). East Lansing: Michigan State University.
11.
Atkin, C. K. (1975b). Effects of television advertising on children -Second year experimental evidence (Tech. Report). East Lansing: Michigan State University.
12.
Atkin, C. K. (1975c). Effects of television advertising on children -Survey of children's and mothers' responses to television commercials (Tech. Report). East Lansing: Michigan State University.
13.
Atkin, C. K. (1975d). Effects of television advertising on children -Survey of preadolescents' responses to television commercials (Tech. Report). East Lansing: Michigan State University.
14.
Auble, P. M., & Franks, J. J. (1978). The effects of effort toward comprehension on recall. Memory & Cognition, 6, 20–25.
15.
Baek, Y. K., & Layne, B. H. (1988). Color, graphics, and animation in a computer-assisted learning tutorial lesson. Journal of Computer-Based Instruction, 15, 131–135.
16.
Baggett, P. (1979). Structurally equivalent stories in movie and text and the effect of the medium on recall. Journal of Verbal Learning and Verbal Behavior, 18, 333–356.
17.
Baggett, P. (1984). Role of temporal overlap of visual and auditory material in forming dual media associations. Journal of Educational Psychology, 76, 408–417.
18.
Baggett, P., & Ehrenfeucht, A. (1983). Encoding and retaining information in the visuals and verbals of an educational movie. Educational Communication and Technology Journal, 31, 23–32.
19.
Bahrick, H. P., & Gharrity, K. (1976). Interaction among pictorial components in the recall of picture captions. Journal of Experimental Psychology: Human Learning and Memory, 2, 103–111.
20.
Barrow, L. C., & Westley, B. H. (1959). Comparative teaching effectiveness of radio and television. Audio Visual Communication Review, 7, 14–23.
21.
Bartram, D. J. (1980). Comprehending spatial information: The relative efficiency of different methods of presenting information about bus routes. Journal of Applied Psychology, 65, 103–110.
22.
Bates, J. A. (1979). Extrinsic reward and intrinsic motivation: A review with implications for the classroom. Review of Educational Research, 49, 557–576.
23.
Baxter, W. S., Quarles, R., & Kosak, H. (1978, August). The effects of photographs and their size on reading and recall of news stories. Presented at the Annual Meeting of the Association for Education in Journalism, Seattle, WA. (ERIC Document Reproduction Service No. ED 159 722)
24.
Beagles-Roos, J., & Gat, I. (1983). Specific impact of radio and television on children's story comprehension. Journal of Educational Psychology, 75, 128–137.
25.
Bekerian, D. A., & Baddeley, A. D. (1980). Saturation advertising and the repetition effect. Journal of Verbal Learning and Verbal Behavior, 19, 17–25.
26.
Bickford, N. L. (1989). The systematic application of principles of motivation to the design of printed instruction. Unpublished doctoral dissertation, Florida State University, Tallahassee.
27.
Blake, T. (1977). Motion in instructional media: Some subject-display mode interactions. Perceptual and Motor Skills, 44, 975–985.
28.
Bobrow, D. G., & Bower, G. H. (1969). Comprehension and recall of sentences. Journal of Experimental Psychology, 80, 455–461.
29.
Bock, M. (1978). Levels of processing of normal and ambiguous sentences in different contexts. Psychological Research, 40, 37–51.
30.
Bosco, J. (1986). An analysis of evaluations of interactive video. Educational Technology, 25, 7–16.
31.
Bower, G. H., & Winzenz, D. (1970). Comparison of associative learning strategies. Psychonomic Science, 20, 119–120.
32.
Bransford, J. D. (1978). Human cognition. Belmont, CA: Wadsworth.
33.
Bransford, J. D., & Johnson, M. K. (1972). Contextual prerequisites for understanding: Some investigations of comprehension and recall. Journal of Verbal Learning and Verbal Behavior, 11, 717–726.
34.
Burns, D. J. (1992). The consequences of generation. Journal of Memory and Language, 31, 615–633.
35.
Carabello, J. (1985). The effect of various visual display modes of selected educational objectives. Unpublished doctoral dissertation, Pennsylvania State University, University Park.
36.
Carterette, E. C., & Jones, M. H. (1967). Visual and auditory information processing in children and adults. Science, 156, 986–988.
37.
Chan, A., Travers, R. M. W., & Van Mondfrans, A. P. (1965). The effects of colored embellishments of a visual array on a simultaneously presented audio array. Audio Visual Communication Review, 13, 159–164.
38.
Clark, J. M., & Paivio, A. (1991). Dual coding theory and education. Educational Psychology Review, 3, 149–210.
39.
Clark, R. E. (1983). Reconsidering research on learning from media. Review of Educational Research, 53, 445–459.
40.
Clark, R. E. (1985). Evidence for confounding in computer-based instruction studies: Analyzing the meta-analyses. Educational Communication and Technology Journal, 33, 249–263.
41.
Clark, R. E., & Craig, T. G. (1992). Research and theory on multimedia learning effects. In M. Giardina (Ed.), Interactive multimedia learning environments: Human factors and technical considerations on design issues (pp. 19–30). New York: Springer-Verlag.
42.
Condry, J. (1977). Enemies of exploration: Self-initiated versus other-initiated learning. Journal of Personality and Social Psychology, 35, 459–477.
43.
Craik, F. I. M., & Lockhart, R. S. (1972). Levels of processing: A framework for memory research. Journal of Verbal Learning and Verbal Behavior, 11, 671–684.
44.
Craik, F. I. M., & Tulving, E. (1975). Depth of processing and the retention of words in episodic memory. Journal of Experimental Psychology: General, 104, 268–294.
45.
Craik, F. I. M., & Watkins, M. J. (1973). The role of rehearsal in short-term memory. Journal of Verbal Learning and Verbal Behavior, 12, 559–607.
46.
Curtis, R. V., & Reigeluth, C. M. (1984). The use of analogies in written text. Instructional Science, 13, 99–117.
47.
Dean, R. S., & Enemoh, P. A. C. (1983). Pictorial organization in prose learning. Contemporary Educational Psychology, 8, 20–27.
48.
Dean, R. S., & Kulhavy, R. W. (1981). Influence of spatial organization on prose learning. Journal of Educational Psychology, 73, 57–64.
49.
Deci, E. L. (1975). Intrinsic motivation. New York: Plenum.
50.
Dirks, J., & Neisser, U. (1977). Memory for objects in real scenes: The development of recognition and recall. Journal of Experimental Child Psychology, 23, 315–328.
51.
Dwyer, F. M. (1967a). Adapting visual illustrations for effective learning.. Harvard Educational Review, 37, 250–263.
52.
Dwyer, F. M. (1967b). The relative effectiveness of varied visual illustrations in complementing programmed instruction. Journal of Experimental Education, 36, 34–42.
53.
Dwyer, F. M. (1978). Strategies for improving visual learning. State College, PA: Learning Sciences.
54.
Entin, E. E. (1974). Effects of achievement-oriented and affiliative motives on private and public performance. In J. W. Atkinson & J. O. Raynor (Eds.), Motivation and achievement (pp. 219–236). Washington, DC: V. H. Winston.
55.
Evans, T., & Denny, M. R. (1978). Emotionality of pictures and the retention of related and unrelated phrases. Bulletin of the Psychonomic Society, 11, 149–152.
56.
Feiner, S. K., & McKeown, K. R. (1990). Coordinating text and graphics in explanation generation. In AAAI-90: Proceedings, Eighth National Conference on Artificial Intelligence (pp. 442–449). Menlo Park, CA: American Association for Artificial Intelligence.
57.
Feiner, S. K., & McKeown, K. R. (1991). Automating the generation of coordinated multimedia explanations. Computer, 24(10), 33–41.
58.
Flesch, R. (1948). A new readability yardstick. Journal of Applied Psychology, 32, 221–233.
59.
Flesch, R., & Lass, A. (1949). A new guide to better writing. New York: Harper and Row.
60.
Fletcher, D. (1989). The effectiveness and cost of interactive videodisc instruction. Machine-Mediated Learning, 3, 361–385.
61.
Fletcher, D. (1990). The effectiveness and cost of interactive videodisc instruction in defense training and education (IDA Paper P-2372). Alexandria, VA: Institute for Defense Analyses.
62.
Fowler, B. T. (1980). The effectiveness of computer-controlled videodisc-based training. Unpublished doctoral dissertation, University of Iowa, Iowa City.
63.
Frase, L. T. (1975). Prose processing. In G. H. Bower (Ed.), The psychology of learning and motivation (Vol. 9, pp. 1–47). New York: Academic.
64.
Frost, N. (1972). Encoding and retrieval in visual memory tasks. Journal of Experimental Psychology, 95, 317–326.
65.
Garrison, W. T. (1978). The context bound effects of picture-text amalgams: Two studies. Doctoral dissertation, Cornell University. (Dissertation Abstracts International, 39, 4137A)
66.
Harley, W. F., Jr. (1965). The effect of monetary incentive in paired-associate learning using a differential method. Psychonomic Science, 2, 377–378.
67.
Hartman, F. R. (1961). Single and multiple channel communication: A review of research and a proposed model. Audio Visual Communication Review, 9, 235–262.
68.
Hirshman, E., & Bjork, R. A. (1988). The generation effect: Support for a two-factor theory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 14, 484–494.
69.
Hoffman, C. D., & Dick, S. A. (1976). A developmental investigation of recognition memory. Child Development, 47, 794–799.
70.
Hoffner, C., Cantor, J., & Thorson, E. (1989). Children's responses to conflicting auditory and visual features of a televised narrative. Human Communications Research, 16, 256–278.
71.
Hunt, R. R., & Elliot, J. M. (1980). The role of nonsemantic information in memory: Orthographic distinctiveness effects on retention. Journal of Experimental Psychology: General, 109, 49–74.
72.
Hyde, T. S., & Jenkins, J. J. (1969). The differential effects of incidental tasks on the organization of recall of a list of highly associated words. Journal of Experimental Psychology, 82, 472–481.
73.
Jacoby, L. L. (1978). On interpreting the effects of repetition: Solving a problem versus remembering a solution. Journal of Verbal Learning and Verbal Behavior, 17, 649–667.
74.
Jacoby, L. L., Craik, F. I. M., & Begg, I. (1979). Effects of decision difficulty on recognition and recall. Journal of Verbal Learning and Verbal Behavior, 18, 585–600.
75.
Jenkins, J. J. (1979). Four points to remember: A tetrahedral model of memory experiments. In L. S. Cermak & F. I. M. Craik (Eds.), Levels of processing and human memory (pp. 429–446). Mahwah, NJ: Erlbaum.
76.
Kanner, J. M., & Rosenstein, A. J. (1960). Television in army training: Color vs. black and white. Audio Visual Communication Review, 8, 243–252.
77.
Kanner, J. H., Runyon, R. P., & Desiderato, O. (1954). Television in army training: Evaluation of television in army training (Tech. Report No. 14). Washington, DC: George Washington University, Human Resources Research Office.
78.
Keller, J. M. (1983). Motivational design of instruction. In C. M. Reigeluth (Ed.), Instructional-design theories and models: An overview of their current status (pp. 383–434). Mahwah, NJ: Erlbaum.
79.
Kolers, P. A. (1979). A pattern analyzing basis of recognition. In L. S. Cermak & F. I. M. Craik (Eds.), Levels of processing in human memory (pp. 363–384). Mahwah, NJ: Erlbaum.
80.
Kraft, M. E. (1961). A study of information and vocabulary achievement from teaching of natural science by television in fifth grade. Unpublished doctoral dissertation, Boston University.
81.
Kulik, J. A., Bangert, R. L., & Williams, G. W. (1983). Effects of computer-based teaching on secondary school students. Journal of Educational Psychology, 75, 19–26.
82.
Kunz, G. C., Drewniak, U., & Schott, F. (1989, April). On-line and off-line assessment of self-regulation in learning from instructional text and picture. Presented at the Annual Meeting of the American Educational Research Association, San Francisco, CA.
83.
Leifer, A. D., Collins, A. W., Gross, B., Taylor, P., Andrews, L., & Blackmer, E. (1971). Developmental aspects of variables relevant to observational learning. Child Development, 42, 1509–1516.
84.
Leonard, J. M., & Whitten, W. B. (1983). Information stored when expecting recall or recognition. Journal of Experimental Psychology: Learning, Memory, and Cognition, 9, 440–455.
85.
Lepper, M. R., & Greene, D. (1978). The hidden costs of reward. Mahwah, NJ: Erlbaum.
86.
Lepper, M. R., Greene, W., & Nisbett, R. E. (1973). Undermining children's intrinsic interest with extrinsic rewards: A test of the overjustification hypothesis. Journal of Personality and Social Psychology, 28, 129–137.
87.
Levie, W. H., & Lentz, R. (1982). Effects of text illustrations: A review of research. Educational Communication and Technology Journal, 30, 195–232.
88.
Levin, J. R., Bender, B. G., & Lesgold, A. M. (1976). Pictures, repetition, and young children's oral prose learning. Audio Visual Communication Review, 24, 367–380.
89.
Levin, J. R., & Lesgold, A. M. (1978). On pictures in prose. Educational Communication and Technology Journal, 26, 233–243.
90.
Lieberman, L. R., & Culpepper, J. T. (1965). Words versus objects: Comparison of free verbal recall. Psychological Reports, 17, 983–988.
91.
Loftus, G. R. (1972). Eye fixations and recognition memory for pictures. Cognitive Psychology, 3, 525–551.
92.
Marcer, D. (1967). The effect of presentation method on short-term recall of CCC trigrams. Psychonomic Science, 8, 335–336.
93.
Markiewicz, D. (1974). Effects of humor on persuasion. Sociometry, 37, 407–422.
94.
Mayer, R. E. (1989a). Models for understanding. Review of Educational Research, 59, 43–64.
95.
Mayer, R. E. (1989b). Systematic thinking fostered by illustrations in scientific text. Journal of Educational Psychology, 81, 240–246.
96.
Mayer, R. E. (1997). Multimedia learning: Are we asking the right questions?Educational Psychologist, 32(1), 1–19.
97.
Mayer, R. E., & Anderson, R. B. (1991). Animations need narrations: An experimental test of a dual-coding hypothesis. Journal of Educational Psychology, 83, 484–490.
98.
Mayer, R. E., & Anderson, R. B. (1992). The instructive animation: Helping students build connections between words and pictures in multimedia learning. Journal of Educational Psychology, 84, 444–452.
99.
Mayer, R. E., & Gallini, J. K. (1990). When is an illustration worth ten thousand words?. Journal of Educational Psychology, 82, 715–726.
100.
Mayer, R. E., Steinhoff, K., Bower, G., & Mars, R. (1995). A generative theory of textbook design: Using annotated illustrations to foster meaningful learning of science text. Educational Technology Research and Development, 43, 31–43.
101.
Mayhew, D. J. (1992). Principles and guidelines in software user interface design. Englewood Cliffs, NJ: Prentice-Hall.
102.
McConkie, G. W., Rayner, K., & Wilson, S. J. (1973). Experimental manipulation of reading strategies. Journal of Educational Psychology, 65, 1–8.
103.
McConnell, J. V. (1978). Confessions of a textbook writer. American Psychologist, 33, 159–169.
104.
Menne, J. M., & Menne, J. W. (1972). The relative efficiency of bimodal presentation as an aid to learning. Audio Visual Communication Review, 20, 170–180.
105.
Morris, C. D., Bransford, J. D., & Franks, J. J. (1977). Levels of processing versus transfer appropriate processing. Journal of Verbal Learning and Verbal Behavior, 16, 519–533.
106.
Murdock, B. B., Jr. (1968). Modality effects in short-term memory: Storage or retrieval?. Journal of Experimental Psychology, 77, 79–86.
107.
Najjar, L. J. (1995a). Dual coding as a possible explanation for the effects of multimedia on learning (GIT-GVU-95-29). Atlanta: Georgia Institute of Technology, Graphics, Visualization and Usability Center. Also available at http://www.cc.gatech.edu/gvu/reports.
108.
Najjar, L. J. (1995b). A review of the fundamental effects of multimedia information presentation on learning (GIT-GVU-95-20). Atlanta: Georgia Institute of Technology, Graphics, Visualization and Usability Center. Also available at http://www.cc.gatech.edu/gvu/reports.
109.
Najjar, L. J. (1996a). The effects of multimedia and elaborative encoding on learning (GIT-GVU-96-05). Atlanta: Georgia Institute of Technology, Graphics, Visualization and Usability Center. Also available at http://www.cc.gatech.edu/gvu/reports.
110.
Najjar, L. J. (1996b). Multimedia information and learning. Journal of Educational Multimedia and Hypermedia, 5, 129–150.
111.
Najjar, L. J. (1997). A framework for learning from media: The effects of materials, tasks, and tests on performance (GIT-GVU-97-21). Atlanta: Georgia Institute of Technology, Graphics, Visualization and Usability Center. Also available at http://www.cc.gatech.edu/gvu/reports.
112.
Nelson, D. L. (1979). Remembering pictures and words: Appearance, significance, and name. In L. S. Cermak & F. I. M. Craik (Eds.), Levels of processing in human memory (pp. 45–76). Mahwah, NJ: Erlbaum.
113.
Nelson, D. L., Reed, V. S., & Walling, J. R. (1976). Pictorial superiority effect. Journal of Experimental Psychology: Human Learning and Memory, 2, 523–528.
114.
Nugent, G. C. (1982). Pictures, audio, and print: Symbolic representation and effect on learning. Educational Communication and Technology Journal, 30, 163–174.
115.
Owings, R. A., & Baumeister, A. A. (1979). Levels of processing, encoding strategies, and memory development. Journal of Experimental Child Psychology, 28, 100–118.
116.
Paivio, A. (1971). Imagery and verbal processes. New York: Holt, Rinehart & Winston.
117.
Paivio, A. (1975). Coding distinctions and repetition effects inmemory. In G. H. Bower (Ed.), The psychology of learning and motivation (Vol. 9, pp. 179–214). New York: Academic.
118.
Paivio, A. (1986). Mental representations: A dual-coding approach. New York: Oxford University Press.
119.
Paivio, A. (1991). Dual coding theory: Retrospect and current status. Canadian Journal of Psychology, 45, 255–287.
120.
Paivio, A., & Csapo, K. (1969). Concrete-image and verbal memory codes. Journal of Experimental Psychology, 80, 279–285.
121.
Paivio, A., & Csapo, K. (1973). Picture superiority in free recall: Imagery or dual coding?. Cognitive Psychology, 5, 176–206.
122.
Paivio, A., Rogers, T. B., & Smythe, P. C. (1968). Why are pictures easier to recall than words?. Psychonomic Science, 11, 137–138.
123.
Palmere, M., Benton, S. L., Glover, J. A., & Ronning, R. (1983). Elaboration and recall of main ideas in prose. Journal of Educational Psychology, 75, 898–907.
124.
Palmiter, S., & Elkerton, J. (1991). An evaluation of animated demonstrations for learning computer-based tasks. In Human Factors in Computing Systems: CHI 1991 Conference Proceedings (pp. 257–263). Reading, MA: Addison-Wesley.
125.
Paradowski, W. (1967). Effect of curiosity on incidental learning. Journal of Educational Psychology, 58, 50–55.
126.
Park, O., & Hopkins, R. (1993). Instructional conditions for using dynamic visual displays: A review. Instructional Science, 21, 427–449.
127.
Parkin, A. J. (1984). Levels of processing, context, and facilitation of pronunciation. Acta Psychologia, 55, 19–29.
128.
Peeck, J. (1974). Retention of pictorial and verbal content of a text with illustrations. Journal of Educational Psychology, 66, 880–888.
129.
Peeck, J. (1985, March). Effects of mismatched pictures on retention of illustrated prose. Paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL.
130.
Penney, C. G. (1975). Modality effects in short-term verbal memory. Psychological Bulletin, 82, 68–84.
131.
Pezdek, K., Lehrer, A., & Simon, S. (1984). The relationship between reading and cognitive processing of television and radio. Child Development, 55, 2072–2082.
132.
Pressley, M., McDaniel, M. A., Turnure, J. E., Wood, E., & Ahmad, M. (1987). Generation and precision of elaboration: Effects on intentional and incidental learning. Journal of Experimental Psychology: Learning, Memory, and Cognition, 13, 291–300.
133.
Rankin, E. F., & Culhane, J. W. (1970). One picture equals 1,000 words?Reading Improvement, 7(2), 37–40.
134.
Raynor, J. O. (1974). Relationships between achievement-related motives, future orientation, and academic performance. In J. W. Atkinson & J. O. Raynor (Eds.), Motivation and achievement (pp. 173–187). Washington, DC: Winston.
135.
Read, J. D., & Barnsley, R. H. (1977). Remember Dick and Jane? Memory for elementary school readers. Canadian Journal of Behavioral Science, 9, 361–370.
136.
Reder, L. M. (1979). The role of elaborations in memory for prose. Cognitive Psychology, 11, 221–234.
137.
Reed, S. (1985). Effect of computer graphics on improving estimates to algebra word problems. Journal of Educational Psychology, 77, 285–298.
138.
Reiser, R. A., & Gagné, R. M. (1982). Characteristics of media selection models. Review of Educational Research, 52, 499–512.
139.
Rieber, L. P. (1989). The effects of computer animated elaboration strategies and practice on factual and application learning in an elementary science lesson. Journal of Educational Computing Research, 5, 431–444.
140.
Rieber, L. P. (1990a). Animation in computer-based instruction. Educational Technology Research and Development, 38, 77–86.
141.
Rieber, L. P. (1990b). Using computer animated graphics in science instruction with children. Journal of Educational Psychology, 82, 135–140.
142.
Rigney, J. W., & Lutz, K. A. (1976). Effect of graphic analogies of concepts in chemistry on learning and attitude. Journal of Educational Psychology, 68, 305–311.
143.
Roshal, S. M. (1961). Film-mediated learning with varying representations of the task: Viewing angle, portrayal of demonstration, motion, and student participation. In A. A. Lumsdaine (Ed.) Student response in programmed instruction (pp. 155–175). Washington, DC: National Research Council.
144.
Ross, S. M. (1983). Increasing the meaningfulness of quantitative material by adapting context to student background. Journal of Educational Psychology, 75, 519–529.
145.
Rothkopf, E. Z. (1966). Learning from written instructive materials: An exploration of the control of inspection behavior by test-like events. American Educational Research Journal, 3, 241–249.
146.
Rubin, R. S. (1972). An exploratory investigation of children's responses to commercial content of television advertising in relation to their stages of cognitive development. Unpublished doctoral dissertation, University of Massachusetts, Amherst.
147.
Rundus, D. (1977). Maintenance rehearsal and single-level processing. Journal of Verbal Learning and Verbal Behavior, 16, 665–681.
148.
Salomon, G. (1984). Television is “easy” and print is “tough”: The differential investment of mental effort in learning as a function of perceptions and attributions. Journal of Educational Psychology, 76, 647–658.
149.
Samuels, S. J. (1967). Attentional processes in reading: The effect of pictures in the acquisition of reading responses. Journal of Educational Psychology, 58, 337–342.
150.
Severin, W. J. (1967). The effectiveness of relevant pictures in multiple-channel communications. Audio Visual Communication Review, 15, 386–401.
151.
Sewell, E. H., Jr., & Moore, R. L. (1980). Cartoon embellishments in informative presentations. Educational Communication and Technology Journal, 28, 39–46.
152.
Shepard, R. N. (1967). Recognition memory for words, sentences, and pictures. Journal of Verbal Learning and Verbal Behavior, 6, 156–163.
153.
Sherman, J. L. (1976). Contextual information and prose comprehension. Journal of Reading Behavior, 8, 369–379.
154.
Sherman, M. F., & Turvey, M. T. (1969). Modality differences in short-term serial memory as a function of presentation rate. Journal of Experimental Psychology, 80, 335–338.
155.
Slamecka, N. J., & Graf, P. (1978). The generation effect: Delineation of a phenomenon. Journal of Experimental Psychology: Human Learning and Memory, 4, 592–604.
156.
Smith, M. C., & Magee, L. E. (1980). Tracing the time course of picture-word processing. Journal of Experimental Psychology: General, 109, 373–392.
157.
Smith, S. L., & Mosier, J. N. (1986). Guidelines for designing user interface software (ESD-TR-86-278; MTR 10090). Bedford, MA: MITRE Corp.
158.
Spangenberg, R. W. (1973). The motion variable in procedural learning. Audio Visual Communication Review, 21, 419–436.
159.
Stafford, J. Y. (1990). Effects of active learning with computer-assisted or interactive video instruction. Unpublished doctoral dissertation, Wayne State University, Detroit, MI.
160.
Stein, B. S. (1978). Depth of processing re-examined: The effects of precision of encoding and test appropriateness. Journal of Verbal Learning and Verbal Behavior, 17, 165–174.
161.
Stein, B. S., & Bransford, J. D. (1979). Constraints on effective elaboration: Effects of precision and subject generation. Journal of Verbal Learning and Verbal Behavior, 18, 769–777.
162.
Stein, B. S., Morris, C. D., & Bransford, J. D. (1978). Constraints on effective elaboration. Journal of Verbal Learning and Verbal Behavior, 17, 707–714.
163.
Sternthal, B., & Craig, C. S. (1973). Humor in advertising. Journal of Marketing, 37, 12–18.
164.
Stevenson, H. W., & Siegel, A. (1969). Effects of instructions and age on retention of filmed content. Journal of Educational Psychology, 60, 71–74.
165.
Stoneman, Z., & Brody, G. H. (1983). Immediate and long-term recognition and generalization of advertised products as a function of age and presentation mode. Developmental Psychology, 19, 56–61.
166.
Tennyson, R. D. (1978). Pictorial support and specific instructions as design variables for children's concept and rule learning. Educational Communication and Technology Journal, 26, 291–299.
167.
Thomson, C. P., & Barnett, C. (1981). Memory for product names: The generation effect. Bulletin of the Psychonomic Society, 18, 241–243.
168.
Tosti, D. T. (1978, October). Formative feedback. National Society for Performance and Instruction Journal, 17, 19–21.
169.
Tulving, E., & Thomson, D. M. (1973). Encoding specificity and retrieval processes in episodic memory. Psychological Review, 80, 352–373.
170.
Van Mondfrans, A. P., & Travers, R. M. W. (1964). Learning of redundant material presented through two sensory modalities. Perceptual and Motor Skills, 19, 743–751.
171.
Verano, M. (1987). Achievement and retention of Spanish presented via videodisc in linear, segmented and interactive modes. Unpublished doctoral dissertation, University of Texas, Austin.
172.
Walker, N., Jones, J. P., & Mar, H. H. (1983). Encoding processes and the recall of text. Memory and Cognition, 11, 275–282.
173.
Ward, S. (1972). Children's reactions to commercials. Journal of Advertising Research, 12, 37–45.
174.
Ward, S., Wackman, D. B., & Wartella, E. (1978). How children learn to buy. Newbury Park, CA: Sage.
175.
Wardle, K. F. (1977, August). Textbook illustrations: Do they aid reading comprehension?Presented at the Annual Meeting of the American Psychological Association, San Francisco, CA.
176.
Watkins, M. J. (1974). When is recall spectacularly higher than recognition?. Journal of Experimental Psychology, 102, 161–163.
177.
Watkins, O. C., & Watkins, M. J. (1980). The modality effect and echoic persistence. Journal of Experimental Psychology: General, 109, 251–278.
178.
Watts, G. H., & Anderson, R. C. (1971). Effects of three types of inserted questions on learning from prose. Journal of Educational Psychology, 62, 387–394.
179.
Wetstone, H. S., & Friedlander, B. Z. (1974). The effect of live, TV, and audio story narration on primary grade children's listening comprehension. Journal of Educational Research, 68, 32–35.
180.
Winn, W. (1993). Perception principles. In M. Fleming & W. H. Levie (Eds.), Instructional message design: Principles from the behavioral and cognitive sciences (pp. 55–126). Englewood Cliffs, NJ: Educational Technology Publications.