Are you looking to teach? Cultural, temporal and dynamic insights into expert teacher gaze

Learning and Instruction

Volumn 49, Issue , 2017, Pages 41-53

  McIntyre, Nora A ^a   Mainhard, M Tim ^b   Klassen, Robert M ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

^b UTRECHT UNIVERSITY   (Netherlands)

Author keywords

Communicative gaze; Cross cultural comparisons; Real world eye tracking; State space grids; Teacher expertise

Indexed keywords

EID: 85003823226     PISSN: 09594752     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.learninstruc.2016.12.005     Document Type: Article

References (107)

1. Akechi, H., Senju, A., Uibo, H., Kikuchi, Y., Hasegawa, T., Hietanen, J.K., Attention to eye contact in the West and East: Autonomic responses and evaluative ratings. PLoS One, 8(3), 2013, e59312.
2. Alston, J., He, S., Business guide to modern China. 1997, Michigan State University Press, East Lansing, MI.
3. Anderson, J.R., Acquisition of cognitive skill. Psychological Review, 89(4), 1982, 369.
4. Averill, J.R., Chon, K.K., Hahn, D.W., Emotions and creativity, East and west. Asian Journal of Social Psychology 4:3 (2001), 165–183.
5. Bartko, J.J., On various intraclass correlation reliability coefficients. Psychological Bulletin 83:5 (1976), 762–765.
6. Berliner, D.C., Learning about and learning from expert teachers. International Journal of Educational Research 35:5 (2001), 463–482.
7. Berliner, D.C., Describing the behavior and documenting the accomplishments of expert teachers. Bulletin of Science, Technology and Society 24:3 (2004), 200–212.
8. Bilalić, M., McLeod, P., Gobet, F., Inflexibility of experts—reality or myth? Quantifying the Einstellung effect in chess masters. Cognitive Psychology 56:2 (2008), 73–102.
9. van den Bogert, N., van Bruggen, J., Kostons, D., Jochems, W., First steps into understanding teachers' visual perception of classroom events. Teaching and Teacher Education 37 (2014), 208–216.
10. Borgen, F.H., Seling, M.J., Uses of discriminant analysis following MANOVA: Multivariate statistics for multivariate purposes. Journal of applied psychology, 63(6), 1978, 689.
11. Brekelmans, M., Wubbels, T., van Tartwijk, J., Teacher–student relationships across the teaching career. International Journal of Educational Research 43:1–2 (2005), 55–71.
12. Castejón, J.L., Martínez, M.A., The personal constructs of expert and novice teachers concerning the teacher function in the Spanish educational reform. Learning and Instruction 11:2 (2001), 113–131.
13. Chapman, P.R., Underwood, G., Visual search of driving situations: Danger and experience. Perception 27:8 (1998), 951–964.
14. Chase, W.G., Ericsson, K.A., Skill and working memory. The Psychology of Learning and Motivation 16 (1982), 1–58.
15. Chassy, P., Gobet, F., Measuring chess experts' single-use sequence knowledge: An archival study of departure from ‘theoretical'openings. PLoS One, 6(11), 2011, e26692.
16. Cheng, H., Borzi, M., Chinese students' recognition of typical American cultural situations: Implications for English as a second language instruction. Journal of the Illinois Speech and Theatre Association 68 (1997), 9–22.
17. Cortina, K.S., Miller, K.F., McKenzie, R., Epstein, A., Where low and high inference data converge: Validation of CLASS assessment of mathematics instruction using mobile eye tracking with expert and novice teachers. International Journal of Science and Mathematics Education 13:2 (2015), 389–403.
18. Csibra, G., Gergely, G., Natural pedagogy. Trends in Cognitive Science 13:4 (2009), 148–153.
19. Dishion, T.J., Nelson, S.E., Winter, C.E., Bullock, B.M., Adolescent friendship as a dynamic system: Entropy and deviance in the etiology and course of male antisocial behavior. Journal of Abnormal Child Psychology 32:6 (2004), 651–663.
20. Dogusoy-Taylan, B., Cagiltay, K., Cognitive analysis of experts' and novices' concept mapping processes: An eye tracking study. Computers in Human Behavior 36:0 (2014), 82–93.
21. Ehmke, C., Wilson, S., Identifying web usability problems from eye-tracking data. Paper presented at the 21st British HCI group annual conference on people and computers, September, 2007, University of Lancaster.
22. Erdfelder, E., Faul, F., Buchner, A., GPOWER: A general power analysis program. Behavior Research Methods, Instruments, & Computers 28:1 (1996), 1–11.
23. Ericsson, K.A., Protocol analysis and expert thought: Concurrent verbalizations of thinking during experts' performance on representative tasks. Ericsson, K., Charness, N., Hoffman, R., Feltovich, P., (eds.) The Cambridge handbook of expertise and expert performance, 2006, Cambridge University Press, Cambridge, 223–241.
24. Ericsson, K., Expertise. Current Biology 24:11 (2014), R508–R510.
25. Ericsson, K.A., Lehmann, A.C., Expert and exceptional performance: Evidence of maximal adaptation to task constraints. Annual Review of Psychology 47:1 (1996), 273–305.
26. Ericsson, K.A., Simon, H.A., Verbal reports as data. Psychological Review 87:3 (1980), 215–251.
27. Feldon, D.F., Cognitive Load and Classroom Teaching: The Double-Edged Sword of Automaticity. Educational Psychologist 42:3 (2007), 123–137.
28. Fogel, A., Developing through relationships: Origins of communication, self and culture. 1993, University of Chicago Press, Chicago.
29. Franchak, J.M., Kretch, K.S., Soska, K.C., Adolph, K.E., Head-mounted eye tracking: A new method to describe infant looking. Child Development 82:6 (2011), 1738–1750.
30. Frith, C.D., Frith, U., Mechanisms of social cognition. Annual Reviews of Psychology 63 (2012), 287–313.
31. Frymier, A.B., A model of immediacy in the classroom. Communication Quarterly 42:2 (1994), 133–144.
32. Gegenfurtner, A., Lehtinen, E., Säljö, R., Expertise differences in the comprehension of visualizations: A meta-analysis of eye-tracking research in professional domains. Educational Psychology Review 23:4 (2011), 523–552.
33. Gini, C., Measurement of inequality of incomes. The Economic Journal 31:121 (1921), 124–126.
34. van Gog, T., Paas, F., van Merrienboer, J.J., Witte, P., Uncovering the problem-solving process: Cued retrospective reporting versus concurrent and retrospective reporting. Journal of Experimental Psychology (Applied) 11:4 (2005), 237–244.
35. Grace-Martin, K., When assumptions of ANCOVA are irrelevant. 2012 Retrieved from http://www.theanalysisfactor.com/assumptions-of-ancova/.
36. Granic, I., Timing is everything: Developmental psychopathology from a dynamic systems perspective. Developmental Review 25:3 (2005), 386–407.
37. Granic, I., Lamey, A.V., Combining dynamic systems and multivariate analyses to compare the mother–child interactions of externalizing subtypes. Journal of Abnormal Child Psychology 30:3 (2002), 265–283.
38. Gredebäck, G., Fikke, L., Melinder, A., The development of joint visual attention: A longitudinal study of gaze following during interactions with mothers and strangers. Developmental Science 13:6 (2010), 839–848.
39. Haider, H., Frensch, P.A., Joram, D., Are strategy shifts caused by data-driven processes or by voluntary processes?. Consciousness and Cognition 14:3 (2005), 495–519.
40. Hallgren, K.A., Computing inter-rater reliability for observational data: An overview and tutorial. Tutorials in quantitative methods for psychology, 8(1), 2012, 23.
41. Hanley, M., Riby, D.M., Carty, C., Melaugh McAteer, A., Kennedy, A., McPhillips, M., The use of eye-tracking to explore social difficulties in cognitively able students with autism spectrum disorder: A pilot investigation. Autism 19:7 (2015), 868–873.
42. Hattie, J. (2003). Teachers make a difference: what is the research evidence? Paper presented at the Australian Council for Educational Research Annual Conference on Building Teacher Quality, Melbourne.
43. Herppich, S., Wittwer, J., Nückles, M., Renkl, A., Expertise amiss: Interactivity fosters learning but expert tutors are less interactive than novice tutors. Instructional Science, 2015, 1–15.
44. Hofstede, G., Cultural differences in teaching and learning. International Journal of Intercultural Relations 10:3 (1986), 301–320.
45. Hollenstein, T., State space grids. 2013, Springer, London.
46. Imbo, I., LeFevre, J.-A., Cultural differences in complex addition: Efficient Chinese versus adaptive Belgians and Canadians. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35(6), 2009, 1465.
47. Jack, R.E., Caldara, R., Schyns, P.G., Internal representations reveal cultural diversity in expectations of facial expressions of emotion. Journal of Experimental Psychology: General, 141(1), 2012, 19.
48. Jarodzka, H., Scheiter, K., Gerjets, P., van Gog, T., In the eyes of the beholder: How experts and novices interpret dynamic stimuli. Learning and Instruction 20:2 (2010), 146–154.
49. Joy, S., Kolb, D.A., Are there cultural differences in learning style?. International Journal of Intercultural Relations 33:1 (2009), 69–85.
50. Kelly, D.J., Miellet, S., Caldara, R., Culture shapes eye movements for visually homogeneous objects. Frontiers in Psychology 1 (2010), 1–7.
51. Kennedy, P., Learning cultures and learning styles: Myth-understandings about adult (Hong Kong) Chinese learners. International Journal of Lifelong Education 21:5 (2002), 430–445.
52. Keppel, G., Wickens, T., Design and analysis: A researcher's handbook. 2004, Pearson Education, Upper Saddle River, USA.
53. Kerssen-Griep, J., Witt, P.L., Instructional feedback II: How do instructor immediacy cues and facework tactics interact to predict student motivation and fairness perceptions?. Communication Studies 63:4 (2012), 498–517.
54. Kita, S., Cross-cultural variation of speech-accompanying gesture: A review. Language and Cognitive Processes 24:2 (2009), 145–167.
55. Kitayama, S., Mesquita, B., Karasawa, M., Cultural affordances and emotional experience: Socially engaging and disengaging emotions in Japan and the United States. Journal of Personality and Social Psychology 91:5 (2006), 890–903.
56. König, J., Blömeke, S., Paine, L., Schmidt, W.H., Hsieh, F.-J., General pedagogical knowledge of future middle school teachers: On the complex ecology of teacher education in the United States, Germany, and Taiwan. Journal of Teacher Education 62:2 (2011), 188–201.
57. Kottner, J., Audigé, L., Brorson, S., Donner, A., Gajewski, B.J., Hróbjartsson, A.,.. Streiner, D.L., Guidelines for reporting reliability and agreement studies (GRRAS) were proposed. International Journal of Nursing Studies 48:6 (2011), 661–671.
58. Kuperman, V., Bertram, R., Baayen, R.H., Morphological dynamics in compound processing. Language and Cognitive Processes 23:7–8 (2008), 1089–1132.
59. Lamey, A.V., Hollenstein, T., Lewis, M.D., Granic, I., Gridware (version 1.1). 2004 Retrieved from http://www.statespacegrids.org.
60. Lehmann, A.C., Ericsson, K.A., Performance without preparation: Structure and acquisition of expert sight-reading and accompanying performance. Psychomusicology: A Journal of Research in Music Cognition, 15(1–2), 1996, 1.
61. Leinhardt, G., Math lessons: A contrast of novice and expert competence. Journal for Research in Mathematics Education, 1989, 52–75.
62. Leinhardt, G., Greeno, J., The cognitive skill of teaching. Journal of Educational Psychology 78:2 (1986), 75–95.
63. Leung, F.K., The mathematics classroom in Beijing, Hong Kong and London. Educational Studies in Mathematics 29:4 (1995), 297–325.
64. Leung, F.K., What can and should we learn from international studies of mathematics achievement?. Mathematics Education Research Journal 26:3 (2014), 579–605.
65. Lewis, M.D., Lamey, A.V., Douglas, L., A new dynamic systems method for the analysis of early socioemotional development. Developmental Science 2:4 (1999), 457–475.
66. Lewis, M.D., Zimmerman, S., Hollenstein, T., Lamey, A.V., Reorganization in coping behavior at 1½ years: Dynamic systems and normative change. Developmental Science 7:1 (2004), 56–73.
67. Li, J., Mind or virtue western and Chinese beliefs about learning. Current Directions in Psychological Science 14:4 (2005), 190–194.
68. Livingston, C., Borko, H., Expert-novice differences in teaching: A cognitive analysis and implications for teacher education. Journal of Teacher Education 40:4 (1989), 36–42.
69. Macdonald, R.G., Tatler, B.W., Do as eye say: Gaze cueing and language in a real-world social interaction. Journal of Vision, 13(4), 2013, 6.
70. Macdonald, R.G., Tatler, B.W., Referent expressions and gaze: Reference type influences real-world gaze cue utilization. Journal of Experimental Psychology: Human perception and performance 41:2 (2015), 565–575.
71. Mackworth, N.H., Bruner, J., How adults and children search and recognize pictures. Human Development 13:3 (1970), 149–177.
72. Mann, D.T., Williams, A.M., Ward, P., Janelle, C.M., Perceptual-cognitive expertise in sport: A meta-analysis. Journal of Sport and Exercise Psychology 29:4 (2007), 457–478.
73. McCarthy, A., Lee, K., Itakura, S., Muir, D.W., Gaze display when thinking depends on culture and context. Journal of Cross-Cultural Psychology 39:6 (2008), 716–729.
74. McCroskey, J.C., Richmond, V.P., Sallinen, A., Fayer, J.M., Barraclough, R.A., A cross-cultural and multi-behavioral analysis of the relationship between nonverbal immediacy and teacher evaluation. Communication Education 44:4 (1995), 281–291.
75. McIntyre, N., Jarodzka, H., Klassen, R., Capturing teacher priorities: A real-world eye-tracking study of teacher expertise. (Under review). 2016.
76. McNeill, D., So you think gestures are nonverbal?. Psychological review 92:3 (1985), 350–371.
77. van Meeuwen, L.W., Jarodzka, H., Brand-Gruwel, S., Kirschner, P.A., de Bock, J.J.P.R., et al. Identification of effective visual problem solving strategies in a complex visual domain. Learning and Instruction 32:0 (2014), 10–21.
78. Murphy-Mills, J., Bruner, M.W., Erickson, K., Côté, J., The utility of the state space grid method for studying peer interactions in youth sport. Journal of Applied Sport Psychology 23:2 (2011), 159–174.
79. Nisbett, R.E., Miyamoto, Y., The influence of culture: Holistic versus analytic perception. Trends in cognitive sciences 9:10 (2005), 467–473.
80. Norenzayan, A., Smith, E.E., Kim, B.J., Nisbett, R.E., Cultural preferences for formal versus intuitive reasoning. Cognitive Science 26:5 (2002), 653–684.
81. Palmer, D.J., Stough, L.M., Burdenski, J.T.K., Gonzales, M., Identifying teacher expertise: An examination of researchers' decision making. Educational Psychologist 40:1 (2005), 13–25.
82. Pratt, D.D., Kelly, M., Wong, W.S., Chinese conceptions of ‘effective teaching’ in Hong Kong: Towards culturally sensitive evaluation of teaching. International Journal of Lifelong Education 18:4 (1999), 241–258.
83. Reeve, J., Why teachers adopt a controlling motivating style toward students and how they can become more autonomy supportive. Educational Psychologist 44:3 (2009), 159–175.
84. Reingold, E.M., Charness, N., Pomplun, M., Stampe, D.M., Visual span in expert chess players: Evidence from eye movements. Psychological Science 12:1 (2001), 48–55.
85. Richmond, V.P., Communication in the classroom: Power and motivation. Communication Education 39:3 (1990), 181–195.
86. Richmond, V., Gorham, J., MCCroskey, J., The relationship between selected immediacy behaviors and cognitive learning. McLaughlin, M., (eds.) Communication yearbook, Vol. 10, 1987, Sage, Beverly Hills, CA, 547–590.
87. Saariluoma, P., Aspects of skilled imagery in blindfold chess. Acta Psychologica 77:1 (1991), 65–89.
88. Sánchez, E., Rosales, J., Cañedo, I., Understanding and communication in expositive discourse: An analysis of the strategies used by expert and preservice teachers. Teaching and Teacher Education 15:1 (1999), 37–58.
89. Schempp, P., Tan, S., Manross, D., Fincher, M., Differences in novice and competent teachers' knowledge. Teachers and Teaching 4:1 (1998), 9–20.
90. Senju, A., Csibra, G., Gaze following in human infants depends on communicative signals. Current Biology 18:9 (2008), 668–671.
91. Sheridan, H., Reingold, E.M., Expert vs. novice differences in the detection of relevant information during a chess game: Evidence from eye movements. Frontiers in Psychology, 5, 2014, 941.
92. Shulman, L., Knowledge and teaching: Foundations of the new reform. Harvard Educational Review 57:1 (1987), 1–23.
93. Soto, J.A., Perez, C.R., Kim, Y.-H., Lee, E.A., Minnick, M.R., Is expressive suppression always associated with poorer psychological functioning? A cross-cultural comparison between European Americans and Hong Kong Chinese. Emotion 11:6 (2011), 1450–1455.
94. Star, J.R., Newton, K.J., The nature and development of experts' strategy flexibility for solving equations. ZDM 41:5 (2009), 557–567.
95. Sternberg, R.J., The development of adaptive competence: Why cultural psychology is necessary and not just nice. Developmental Review 34:3 (2014), 208–224.
96. Sternberg, R.J., Horvath, J.A., A prototype view of expert teaching. Educational Researcher 24:6 (1995), 9–17.
97. Taatgen, N., Modeling parallelization and flexibility improvements in skill acquisition: From dual tasks to complex dynamic skills. Cognitive Science 29 (2005), 421–455.
98. Tabachnick, B.G., Fidell, L.S., Using multivariate Statistics: Pearson new international edition. 2013.
99. Triandis, H.C., Individualism-collectivism and personality. Journal of Personality 69:6 (2001), 907–924.
100. Van Merriënboer, J.J., Clark, R.E., De Croock, M.B., Blueprints for complex learning: The 4C/ID-model. Educational Technology Research and Development 50:2 (2002), 39–61.
101. Warne, R.T., A primer on multivariate analysis of variance (MANOVA) for behavioral scientists. Practical Assessment, Research & Evaluation, 19(17), 2014.
102. Witt, P.L., Wheeless, L.R., Allen, M., A meta-analytical review of the relationship between teacher immediacy and student learning. Communication Monographs 71:2 (2004), 184–207.
103. Wolff, C.E., Jarodzka, H., Van den Bogert, N., Boshuizen, H.P.A., Teacher vision: Expert and novice teachers' perception of problematic classroom management scenes. Instructional Science 44:3 (2016), 243–265.
104. Wolff, C., van den Bogert, N., Jarodzka, H., Boshuizen, H.P.A., Keeping an eye on learning: Differences between expert and novice teachers' representations of classroom management events. Journal of Teacher Education 66:1 (2014), 68–85.
105. Yamamoto, T., Imai-Matsumura, K., Teachers' gaze and awareness of students' behavior: Using an eye tracker. Innovative Teaching 2:1 (2013), 1–7.
106. Zhou, N., Lam, S.-f., Chan, K.C., The Chinese classroom paradox: A cross-cultural comparison of teacher controlling behaviors. Journal of Educational Psychology 104:4 (2012), 1162–1174.
107. Zhou, Z., Peverly, S.T., Xin, T., Knowing and teaching fractions: A cross-cultural study of american and Chinese mathematics teachers. Contemporary Educational Psychology 31:4 (2006), 438–457.