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Priming, enabling and assessment of curiosity

  • Keren Ben-Tov Sher
  • Michal Levi-Keren
  • Goren GordonEmail author
Development Article

Abstract

In the information age, where all answers are just a click away, curiosity, the intrinsic drive to learn, becomes of paramount importance. How easy is it to prime for curiosity and what are its effects? What simple interventions can be used to enable curiosity-driven behaviors? We have conducted a large-scale study to address these questions, using a novel curiosity-based application (app) on university applicants. Using the same app, we addressed the issue of curiosity assessment, which in recent years has mainly been performed via self-reporting questionnaires. The curiosity assessment tool was developed in order to assess curiosity via an objective, quantitative and digital way. The tool measured several behavioral aspects during a free and task-less interaction with the tablet app. From the recorded activity logs we calculated quantitative behavioral measures related to their exploration patterns. We show that a single word can prime the participants and induce better learning of their self-explored knowledge. We also show that by simply enabling more time to explore, without the ability to stop at will, induces more exploration and more learning. Finally, we show that our behavioral measures, obtained with the digital quantitative assessment tool, are significant predictors of the participants’ self-reported curiosity and Psychometric Entrance Test scores. These results suggest that simple priming for curiosity and enabling enough time to explore improve self-paced learning, and that a relatively simple and short interaction with a digital app can greatly improve state-of-the-art curiosity assessment.

Keywords

Curiosity Digital assessment Behavioral measures Higher education 

Notes

Compliance with Ethical Standards

Funding

Work was funded by the Jacobs Foundation and by the Israeli Science Foundation, Grant No. ISF 2129/16.

Conflict of interest

G.G. has received a speaker honorarium from Samsung Ltd., owns stocks in Curiosity Robotics Ltd. and consults for Endor Ltd. and Intuition Robotics Ltd.

References

  1. Ainley, M. (1987). The factor structure of curiosity measures: Breadth and depth of interest curiosity styles. Australian Journal of Psychology, 39(1), 53–59.Google Scholar
  2. Ainsworth, M. D., & Bell, S. M. (1970). Attachment, exploration, and separation: Illustrated by the behavior of one-year-olds in a strange situation. Child Development, 41(1), 49–67.Google Scholar
  3. Arnone, M., Small, R., Chauncey, S., & McKenna, H. (2011). Curiosity, interest and engagement in technology-pervasive learning environments: A new research agenda. Educational Technology Research and Development, 59(2), 181–198.Google Scholar
  4. Berlyne, D. (1954). A theory of human curiosity. British Journal of Psychology. General Section, 45(3), 180–191.Google Scholar
  5. Bonawitz, E., van Schijndel, T., Friel, D., & Schulz, L. (2012). Children balance theories and evidence in exploration, explanation, and learning. Cognitive Psychology, 64(4), 215–234.Google Scholar
  6. Chai, M. T., Malik, A. S., Saad, M. N. M., & Rahman, M. A. (2019). Application of digital technologies, multimedia, and brain-based strategies: Nurturing adult education and lifelong learning. In: Outcome-based strategies for adult learning (pp. 148–179). IGI Global.Google Scholar
  7. Collins, R., Litman, J., & Spielberger, C. (2004). The measurement of perceptual curiosity. Personality and Individual Differences, 36(5), 1127–1141.Google Scholar
  8. Day, H. I., Berlyne, D. E., & Hunt, D. E. (1971). Intrinsic motivation: A new direction in motivation. Toronto: Holt Rinehart.Google Scholar
  9. Dewey, J. (1910). How we think. Boston: D.C: Health & Co.Google Scholar
  10. Doyen, S., Klein, O., Simons, D. J., & Cleeremans, A. (2014). On the other side of the mirror: Priming in cognitive and social psychology. Social Cognition, 32(Supplement), 12–32.Google Scholar
  11. Engel, S. (2015). The hungry mind: The origins of curiosity in childhood. Cambridge: Harvard University Press.Google Scholar
  12. Forster, J., Liberman, N., & Shapira, O. (2009). Preparing for novel versus familiar events: Shifts in global and local processing. Journal of Experimental Psychology: General, 138(3), 383–399.Google Scholar
  13. Gordon, G., & Ahissar, E. (2012). A curious emergence of reaching. In: Advances in autonomous robotics (pp. 1–12). Springer, Berlin.Google Scholar
  14. Gordon, G., Breazeal, C., & Engel, S. (2015). Can children catch curiosity from a social robot? In: Proceedings of the tenth annual ACM/IEEE international conference on human–robot interaction (pp. 91–98).Google Scholar
  15. Gordon, G., Jirout, J., Engel, S., & Chang, A. (2015). Digital assessment and promotion of children’s curiosity. In: Proceedings of the 14th international conference on interaction design and children (pp. 466–469). New York: ACM.Google Scholar
  16. Grossnickle, E. M. (2016). Disentangling curiosity: Dimensionality, definitions, and distinctions from interest in educational contexts. Educational Psychology Review, 28(1), 23–60.Google Scholar
  17. Habib, R. (2001). On the relation between conceptual priming, neural priming, and novelty assessment. Scandinavian Journal of Psychology, 42(3), 187–195.Google Scholar
  18. Henderson, B., & Moore, S. (1980). Childrens responses to objects differing in novelty in relation to level of curiosity and adult behavior. Child Development, 51(2), 457–465.Google Scholar
  19. Howard-Jones, P., & Demetriou, S. (2009). Uncertainty and engagement with learning games. Instructional Science, 37(6), 519.Google Scholar
  20. Jirout, J., & Klahr, D. (2012). Childrens scientific curiosity: In search of an operational definition of an elusive concept. Developmental Review, 32(2), 125–160.Google Scholar
  21. Jr, R., T., J., Petrosko, Wiswell, A., & Thongsukmag, J., (2006). The measurement and conceptualization of curiosity. The Journal of Genetic Psychology, 167(2), 117–135.Google Scholar
  22. Kashdan, T. B., Elhai, J. D., & Breen, W. E. (2008). Social anxiety and disinhibition: An analysis of curiosity and social rank appraisals, approachavoidance conflicts, and disruptive risk-taking behavior. Journal of Anxiety Disorders, 22(6), 925–939.Google Scholar
  23. Kashdan, T. B., Gallagher, M., Silvia, P., Winterstein, B., Breen, W., Terhar, D., et al. (2009). The curiosity and exploration inventory-II: Development, factor structure, and psychometrics. Journal of Research in Personality, 43(6), 987–998.Google Scholar
  24. Kashdan, T. B., Rose, P., & Fincham, F. (2004). Curiosity and exploration: Facilitating positive subjective experiences and personal growth opportunities. Journal of Personality Assessment, 82(3), 291–305.Google Scholar
  25. Lauriola, M., Litman, J. A., Mussel, P., De Santis, R., Crowson, H. M., & Hoffman, R. R. (2015). Epistemic curiosity and self-regulation. Personality and Individual Differences, 83, 202–207.Google Scholar
  26. Leherissey, B. (1971). The development of a measure of state epistemic curiosity (technical memo No. 34). Tallahassee: Florida State University.Google Scholar
  27. Lepper, M. R., & Chabay, R. W. (1985). Intrinsic motivation and instruction: Conflicting views on the role of motivational processes in computer-based education. Educational Psychologist, 20(4), 217–230.Google Scholar
  28. Litman, J. A. (2005). Curiosity and the pleasures of learning: Wanting and liking new information. Cognition & Emotion, 19(6), 793–814.Google Scholar
  29. Litman, J. A. (2010). Relationships between measures of I-and D-type curiosity, ambiguity tolerance, and need for closure: An initial test of the wanting-liking model of information-seeking. Personality and Individual Differences, 48(4), 397–402.Google Scholar
  30. Litman, J. A., & Spielberger, C. (2003). Measuring epistemic curiosity and its diversive and specific components. Journal of Personality Assessment, 80(1), 75–86.Google Scholar
  31. Loewenstein, G. (1994). The psychology of curiosity: A review and reinter–pretation. Psychological Bulletin, 116(1), 75.Google Scholar
  32. Maio, G. R., Pakizeh, A., Cheung, W.-Y., & Rees, K. J. (2009). Changing, priming, and acting on values: Effects via motivational relations in a circular model. Journal of Personality and Social Psychology, 97(4), 699–715.Google Scholar
  33. Maw, W., & Maw, E. (1966). Childrens curiosity and parental attitudes. Journal of Marriage and Family, 28(3), 343–345.Google Scholar
  34. Mayer, R. E. (1998). Cognitive, metacognitive, and motivational aspects of problem solving. Instructional Science, 26(1), 49–63.Google Scholar
  35. McLoughlin, C., & Lee, M. J. (2008). The three p’s of pedagogy for the networked society: Personalization, participation, and productivity. International Journal of Teaching and Learning in Higher Education, 20(1), 10–27.Google Scholar
  36. Menon, S., & Soman, D. (2002). Managing the power of curiosity for effective web advertising strategies. Journal of Advertising, 31(3), 1–14.Google Scholar
  37. Naylor, F. (1981). A state-trait curiosity inventory. Australian Psychologist, 16(2), 172–183.Google Scholar
  38. Oudeyer, P.-Y., Gottlieb, J., & Lopes, M. (2016). Intrinsic motivation, curiosity, and learning. Progress in Brain Research, 229, 257–284.Google Scholar
  39. Pearson, P. (1970). Relationships between global and specified measures of novelty seeking. Journal of Consulting and Clinical Psychology, 34(2), 199–204.Google Scholar
  40. Pelz, M., Yung, A., & Kidd, C. (2015). Quantifying curiosity and exploratory play on touchscreen tablets. In: Proceedings of the IDC 2015 workshop on digital assessment and promotion of childrens.Google Scholar
  41. Pervin, L. A., & John, O. P. (1999). Handbook of personality: Theory and research. Amsterdam: Elsevier.Google Scholar
  42. Peterson, C., Ruch, W., Beermann, U., Park, N., & Seligman, M. (2007). Strengths of character, orientations to happiness, and life satisfaction. The Journal of Positive Psychology, 2(3), 149–156.Google Scholar
  43. Prensky, M. (2002). The motivation of gameplay: The real twenty-first century learning revolution. On the Horizon, 10(1), 5–11.Google Scholar
  44. Renner, B. (2006). Curiosity about people: The development of a social curiosity measure in adults. Journal of Personality Assessment, 87(3), 305–316.Google Scholar
  45. Ruggeri, A., & Lombrozo, T. (2015). Children adapt their questions to achieve efficient search. Cognition, 143, 203–216.Google Scholar
  46. Russell, J. A., & Mehrabian, A. (1977). Evidence for a three-factor theory of emotions. Journal of Research in Personality, 11(3), 273–294.Google Scholar
  47. Scholer, F., Kelly, D., Wu, W.-C., Lee, H. S., & Webber, W. (2013). The effect of threshold priming and need for cognition on relevance calibration and assessment. In: Proceedings of the 36th international ACM SIGIR conference on research and development in information retrieval (pp. 623–632). New York: ACM.Google Scholar
  48. Schulz, L., & Bonawitz, E. (2007). Serious fun: Preschoolers engage in more exploratory play when evidence is confounded. Developmental Psychology, 43(4), 1045–1050.Google Scholar
  49. Song, D., & Bonk, C. J. (2016). Motivational factors in self-directed informal learning from online learning resources. Cogent Education, 3(1), 1205838.Google Scholar
  50. Trudewind, C. (2000). Curiosity and anxiety as motivational determinants of cognitive development. Motivational psychology of human development: Developing. In: Motivation and motivating development (p. 1538).Google Scholar
  51. Tsalikis, J. (2015). The effects of priming on business ethical perceptions: A comparison between two cultures. Journal of Business Ethics, 131(3), 567–575.Google Scholar
  52. Voss, H.-G., & Keller, H. (1983). Historical overview and the frame of reference of motivational psychology. In: Curiosity and exploration (pp. 1–16). Cambridge: Academic Press.Google Scholar
  53. Zhang, H., & Ishikawa, M. (2009). Characterization of particle swarm optimization with diversive curiosity. Neural Computing and Applications, 18(5), 409–415.Google Scholar
  54. Zuckerman, M. (1994). Behavioral expressions and biosocial bases of sensation seeking. Cambridge: Cambridge University Press.Google Scholar

Copyright information

© Association for Educational Communications and Technology 2019

Authors and Affiliations

  1. 1.Curiosity Lab, Department of Industrial EngineeringTel-Aviv UniversityTel AvivIsrael
  2. 2.The Kibbutzim College of Education, Technology and ArtsTel-Aviv UniversityTel AvivIsrael

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