Using personality factors to predict interface learning performance

Proceedings of the Annual Hawaii International Conference on System Sciences

Volumn , Issue , 2010, Pages

  Green, Tera Marie ^a   Jeong, Dong Hyun ^b   Fisher, Brian ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

^b UNIVERSITY OF NORTH CAROLINA AT CHARLOTTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FACTOR ANALYSIS; FUTURE DIRECTIONS; INDIVIDUAL DIFFERENCES; INTERACTIVE VISUALIZATIONS; INTERFACE INTERACTION; LEARNING PERFORMANCE; LOCUS OF CONTROL; PERSONALITY TRAITS; WEB APPLICATION; WEB INTERFACE;

VISUALIZATION;

DATA VISUALIZATION;

EID: 77951749358     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2010.431     Document Type: Conference Paper

References (25)

1. T.M. Green, W. Ribarsky and B. Fisher, "Building and applying a human cognition model for visual analytics," Information Visualization 8(1), 2009, pp. 1-13.
2. C. Plaisant "The challenge of information visualization evaluation", Proceedings of the Working Conference on Advanced Visual Interfaces, Gallipoli, Italy, 2004.
3. C. North, "Toward measuring visualization insight", IEEE Computer Graphics and Applications 2006, 26(3), pp. 6-9.
4. C. Plaisant, J.D. Fekete, and G. Grinstein, "Promoting insight-based evaluation of visualizations: From contest to benchmark repository", IEEE Transactions on Visualization and Computer Graphics, 14(1), 2008, pp. 120-134.
5. G. Gigerenzer and D.G. Goldstein, "Reasoning the fast and frugal way: Models of bounded rationality", Psychological Review, 103(4), 1996, pp. 650-669.
6. G. Gigerenzer. "From tools to theories: A heuristic of discovery in cognitive psychology", Psychological Review, 98(2), 1991, pp. 254-267.
7. P.P. Heppner and W.P. Anderson, "The relationship between problem solving self-appraisal and psychological adjustment", Cognitive Therapy and Research, 9. 1984, pp. 415-427.
8. R. Sun, E. Merrill, and T. Peterson, "From implicit skills to explicit knowledge : a bottom-up model of skill learning", Cognitive Science, 25, 2001, pp. 203-244.
9. J.R. Anderson, "Acquisition of cognitive skill", Psychological Review, 89(4), 1982, pp. 369-406.
10. T. Yamauchi and A.B. Markman, "Learning categories composed of varying instances: The effect of classification, inference and structural alignment", Memory & Cognition, 28(1), 2000, pp. 64-78.
11. K. H. Lim, I. Benbasat, and P. A. Todd, "An experimental investigation of the interactive effects of interface style, instructions, and task familiarity on user performance", ACM Transactions on Computer-Human Interaction, 3(1), 1996, pp. 1-37.
12. B.A. Po, B.D. Fisher, and K.S. Booth, "A two visual systems approach to understanding voice and gestural interaction", Virtual Reality, 8. 2005, pp. 231-241.
13. J. Hong, D. H. Jeong, C. D. Shaw, W. Ribarsky, M. Borodovsky, and C. Song, "GVis: A Scalable Visualization Framework for Genomic Data" Proceedings of EuroVis, 2005, pp. 191-198.
14. J.B. Rotter, "Generalized expectancies for internal versus external control of reinforcement", Psychological Monographs (80), Whole No. 609, 1966.
15. A. Beck., N. Epstein, G. Brown, and R. Steer, "An inventory for measuring anxiety: Psychometric properties", Journal of Consulting and Clinical Psychology ,56, 1988, pp. 893-897. (Pubitemid 19008360)
16. R.P. Archer, "Relationships between locus of control and anxiety", Journal of Personality Assessment, 43(6), 1979, pp. 617-627.
17. L.R. Goldberg, "The development of markers of the Big-Five factor structure", Psychological Assessment, 4, 1992, pp. 26-42.
18. R. Schwarzer, M. Diehl, and G.S. Schmitz, "The Self- Regulation Scale", Berlin:Freie Universitat, Gesundheitspsychologie, 1999.
19. S. Budner, "Intolerance of ambiguity as a personality variable", Journal of Personality, 30(1), 1962, pp. 29-50.
20. N. Krause, "Stress and coping: Reconceptualizing the role of locus of control beliefs", Journal of Gerontology, 41(5), 1986, pp. 617-622.
21. H. Weiss and J. Sherman, "Internal-external control as a predictor of task effort and satisfaction subsequent to failure", Journal of Applied Psychology, 57(2), 1973, pp. 132-136.
22. D.S. Hiroto, "Locus of control and learned helplessness", Journal of experimental psychology, 102(2), 1974, pp. 187-193.
23. K.W. Spence, I.E. Farber, and H.H. McFann, "The relation of anxiety (drive) level to performance in competitional and non-competitional paired-associates learning", Journal of Experimental Psychology, 52(5), 1956, pp. 296-306.
24. M.C. Ioannou, K. Mogg, and B. P. Bradley, "Vigilance for threat: effects of anxiety and defensiveness", Personality and Individual Differences, 36 (8), 2004, pp. 1879-1891.
25. R.J. Heuer, "The psychology of intelligence analysis," Center for the Study of Intelligence, CIA, 1999.