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Chapter 2 - From Curiosity to Interest

Accumulated Knowledge Supports Long-Term Persistence of Information-Seeking Behavior

from Part I - What Drives Humans to Seek Information?

Published online by Cambridge University Press:  19 May 2022

Irene Cogliati Dezza
Affiliation:
University College London
Eric Schulz
Affiliation:
Max-Planck-Institut für biologische Kybernetik, Tübingen
Charley M. Wu
Affiliation:
Eberhard-Karls-Universität Tübingen, Germany
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Summary

Information-seeking research emerges from separate traditions focusing on one-time information-seeking behavior (research on curiosity), and long-term task engagement (research on interest). However, these lines of research have been developed independently, and there has been little discussion as to how they can be understood in an integrative manner. Here we present a general framework (the reward-learning framework of knowledge acquisition) that provides a more comprehensive understanding of information-seeking behavior, effectively linking these two research traditions. This framework is based on existing reward-learning models that account for one-time information-seeking behavior, but extends them to explain its long-term development by incorporating the key role of knowledge accumulation.

Type
Chapter
Information
The Drive for Knowledge
The Science of Human Information Seeking
, pp. 31 - 52
Publisher: Cambridge University Press
Print publication year: 2022

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References

Alexander, P. A., Jetton, T. L., & Kulikowich, J. M. (1995). Interrelationship of knowledge, interest, and recall: Assessing a model of domain learning. Journal of Educational Psychology, 87(4), 559575. https://doi.org/10.1037/0022-0663.87.4.559.Google Scholar
Alexander, P. A., Kulikowich, J. M., & Schulze, S. K. (1994). How subject-matter knowledge affects recall and interest. American Educational Research Journal, 31(2), 313337.Google Scholar
Berlyne, D. E. (1949). “Interest” as a psychological concept. British Journal of Psychology: General Section, 39(4), 184195. https://doi.org/10.1111/j.2044-8295.1949.tb00219.x.Google Scholar
Berlyne, D. E. (1950). Novelty and curiosity as determinants of exploratory behaviour. British Journal of Psychology, 41(1), 6880.Google Scholar
Berlyne, D. E. (1960). Conflict, Arousal, and Curiosity. McGraw-Hill Book Company. https://doi.org/10.1037/11164-000.Google Scholar
Berridge, K. C. (2000). Reward learning: Reinforcement, incentives, and expectations. Psychology of Learning and Motivation – Advances in Research and Theory, 40, 223278. https://doi.org/10.1016/s0079-7421(00)80022-5.Google Scholar
Charpentier, C. J., Bromberg-Martin, E. S., & Sharot, T. (2018). Valuation of knowledge and ignorance in mesolimbic reward circuitry. Proceedings of the National Academy of Sciences of the United States of America, 115(31), E7255E7264. https://doi.org/10.1073/pnas.1800547115.Google Scholar
Chu, L., Tsai, J. L., & Fung, H. H. (2020). Association between age and intellectual curiosity: The mediating roles of future time perspective and importance of curiosity. European Journal of Ageing. https://doi.org/10.1007/s10433-020-00567-6.Google Scholar
Conway, M. A., & Pleydell-Pearce, C. W. (2000). The construction of autobiographical memories in the self-memory system. Psychological Review, 107(2), 261288. https://doi.org/10.1037/0033-295X.107.2.261.CrossRefGoogle ScholarPubMed
Day, H. I. (1982). Curiosity and the interested explorer. Performance & Instruction, 21(4), 1922. https://doi.org/10.1002/pfi.4170210410.Google Scholar
Dodson, C. S., Bawa, S., & Krueger, L. E. (2007). Aging, metamemory, and high-confidence errors: A misrecollection account. Psychology and Aging, 22(1), 122133. https://doi.org/10.1037/0882-7974.22.1.122.Google Scholar
Donnellan, E., Aslan, S., Fastrich, G. M., & Murayama, K., (2021). How are curiosity and interest different? Naïve Bayes classification of people’s beliefs. Educational Psychology Review. https://doi.org/10.1007/s10648-021-09622-9.Google Scholar
Dubey, R., Mehta, H., & Lombrozo, T. (2021). Curiosity is contagious: A social influence intervention to induce curiosity. Cognitive Science, 45(2). https://doi.org/10.1111/cogs.12937.Google Scholar
Fastrich, G. M., & Murayama, K. (2020). Development of interest and role of choice during sequential knowledge acquisition. AERA Open, 6(2), 233285842092998. https://doi.org/10.1177/2332858420929981.CrossRefGoogle Scholar
FitzGibbon, L., Komiya, A., & Murayama, K. (2021). The lure of counterfactual curiosity: People incur a cost to experience regret. Psychological Science, 32(2), 241255. https://doi.org/10.1177/0956797620963615.CrossRefGoogle ScholarPubMed
Frenzel, A. C., Pekrun, R., Dicke, A. L., & Goetz, T. (2012). Beyond quantitative decline: Conceptual shifts in adolescents’ development of interest in mathematics. Developmental Psychology, 48(4), 10691082. https://doi.org/10.1037/a0026895.CrossRefGoogle ScholarPubMed
Gershman, S. J., & Niv, Y. (2015). Novelty and inductive generalization in human reinforcement learning. Topics in Cognitive Science, 7(3), 391415. https://doi.org/10.1111/tops.12138.CrossRefGoogle ScholarPubMed
Gottlieb, J., Oudeyer, P.-Y., Lopes, M., & Baranes, A. (2013). Information-seeking, curiosity, and attention: computational and neural mechanisms. Trends in Cognitive Sciences, 17(11), 585593. https://doi.org/10.1016/j.tics.2013.09.001.CrossRefGoogle ScholarPubMed
Grossnickle, E. M. (2016). Disentangling curiosity: Dimensionality, definitions, and distinctions from interest in educational contexts. Educational Psychology Review, 28(1), 2360. https://doi.org/10.1007/s10648-014-9294-y.Google Scholar
Gruber, M. J., Gelman, B. D., & Ranganath, C. (2014). States of curiosity modulate hippocampus-dependent learning via the dopaminergic circuit. Neuron, 84(2), 486496. https://doi.org/10.1016/j.neuron.2014.08.060.Google Scholar
Gruber, M. J., & Ranganath, C. (2019). How curiosity enhances hippocampus-dependent memory: The prediction, appraisal, curiosity, and exploration (PACE) framework. Trends in Cognitive Sciences, 23(12), 10141025. https://doi.org/10.1016/j.tics.2019.10.003.Google Scholar
Gruber, M. J., Ritchey, M., Wang, S. F., Doss, M. K., & Ranganath, C. (2016). Post-learning hippocampal dynamics promote preferential retention of rewarding events. Neuron, 89(5), 11101120. https://doi.org/10.1016/j.neuron.2016.01.017.CrossRefGoogle ScholarPubMed
Harackiewicz, J. M., Durik, A. M., Barron, K. E., Linnenbrink-Garcia, L., & Tauer, J. M. (2008). The role of achievement goals in the development of interest: Reciprocal relations between achievement goals, interest, and performance. Journal of Educational Psychology, 100(1), 105122. https://doi.org/10.1037/0022-0663.100.1.105.Google Scholar
Harrison, S. H., Sluss, D. M., & Ashforth, B. E. (2011). Curiosity adapted the cat: The role of trait curiosity in newcomer adaptation. Journal of Applied Psychology, 96(1), 211220. https://doi.org/10.1037/a0021647.Google Scholar
Hidi, S. E., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111127. https://doi.org/10.1207/s15326985ep4102_4.Google Scholar
Hsee, C. K., & Ruan, B. (2016). The Pandora Effect: The power and peril of curiosity. Psychological Science, 27(5), 659666. https://doi.org/10.1177/0956797616631733.CrossRefGoogle ScholarPubMed
Iigaya, K., Hauser, T. U., Kurth-Nelson, Z., O’Doherty, J. P., Dayan, P., & Dolan, R. J. (2020). The value of what’s to come: Neural mechanisms coupling prediction error and the utility of anticipation. Science Advances, 6(25), eaba3828. https://doi.org/10.1126/sciadv.aba3828.Google Scholar
Jepma, M., Verdonschot, R. G., van Steenbergen, H., Rombouts, S. A. R. B., & Nieuwenhuis, S. (2012). Neural mechanisms underlying the induction and relief of perceptual curiosity. Frontiers in Behavioral Neuroscience, 6, 19. https://doi.org/10.3389/fnbeh.2012.00005.Google Scholar
John, O. P., & Srivastava, S. (1999). The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. In Pervin, L. A. & John, O. P. (Eds.), Handbook of personality: Theory and research (2nd edition) (pp. 102138). Guildford.Google Scholar
Kang, M. J., Hsu, M., Krajbich, I. M., Loewenstein, G., McClure, S. M., Wang, J. T., & Camerer, C. F. (2009). The wick in the candle of learning. Psychological Science, 20(8), 963973. https://doi.org/10.1111/j.1467-9280.2009.02402.x.Google Scholar
Kashdan, T. B., Rose, P., & Fincham, F. D. (2004). Curiosity and exploration: Facilitating positive subjective experiences and personal growth opportunities. Journal of Personality Assessment, 82(3), 291305. https://doi.org/10.1207/s15327752jpa8203_05.Google Scholar
Kavé, G., & Halamish, V. (2015). Doubly blessed: Older adults know more vocabulary and know better what they know. Psychology and Aging, 30(1), 6873. https://doi.org/10.1037/a0038669.Google Scholar
Kidd, C., & Hayden, B. Y. (2015). The psychology and neuroscience of curiosity. Neuron, 88(3), 449460. https://doi.org/10.1016/j.neuron.2015.09.010.Google Scholar
Kobayashi, K., & Hsu, M. (2019). Common neural code for reward and information value. Proceedings of the National Academy of Sciences of the United States of America, 116(26), 1306113066. https://doi.org/10.1073/pnas.1820145116.Google Scholar
Kobayashi, K., Ravaioli, S., Baranès, A., Woodford, M., & Gottlieb, J. (2019). Diverse motives for human curiosity. Nature Human Behaviour, 3(6), 587595. https://doi.org/10.1038/s41562-019-0589-3.Google Scholar
Krapp, A. (2000). Interest and human development during adolescence: An educational-psychological approach. In Heckhausen, J. (Ed.), Motivational psychology of human development: Developing motivation and motivating development (pp. 109128). Elsevier Science. https://doi.org/10.1016/S0166-4115(00)80008-4.Google Scholar
Lanzetta, J. T., & Driscoll, J. M. (1966). Preference for information about an uncertain but unavoidable outcome. Journal of Personality and Social Psychology. https://doi.org/10.1037/h0022674.Google Scholar
Lau, J. K. L., Ozono, H., Kuratomi, K., Komiya, A., & Murayama, K. (2020). Shared striatal activity in decisions to satisfy curiosity and hunger at the risk of electric shocks. Nature Human Behaviour. https://doi.org/10.1038/s41562-020-0848-3.Google Scholar
Litman, J. A., Collins, R. P., & Spielberger, C. D. (2005). The nature and measurement of sensory curiosity. Personality and Individual Differences, 39(6), 11231133. https://doi.org/10.1016/j.paid.2005.05.001.Google Scholar
Litman, J. A., Hutchins, T., & Russon, R. (2005). Epistemic curiosity, feeling-of-knowing, and exploratory behaviour. Cognition & Emotion, 19(4), 559582. https://doi.org/10.1080/02699930441000427.CrossRefGoogle Scholar
Litman, J. A., & Spielberger, C. D. (2003). Measuring epistemic curiosity and its diversive and specific components. Journal of Personality Assessment, 80(1), 7586. http://dx.doi.org/10.1207/S15327752JPA8001_16.Google Scholar
Loewenstein, G. (1994). The psychology of curiosity: A review and reinterpretation. Psychological Bulletin, 116(1), 7598. https://doi.org/10.1037/0033-2909.116.1.75.Google Scholar
Mata, R., Wilke, A., & Czienskowski, U. (2013). Foraging across the life span: is there a reduction in exploration with aging? Frontiers in Neuroscience, 7, 17. https://doi.org/10.3389/fnins.2013.00053.Google Scholar
McCrae, R. R., & Costa, P. T. (1987). Validation of the five-factor model of personality across instruments and observers. Journal of Personality and Social Psychology, 52(1), 8190. https://doi.org/10.1037/0022-3514.52.1.81.CrossRefGoogle ScholarPubMed
Metcalfe, J., Schwartz, B. L., & Eich, T. S. (2020). Epistemic curiosity and the region of proximal learning. Current Opinion in Behavioral Sciences, 35, 4047. https://doi.org/10.1016/j.cobeha.2020.06.007.Google Scholar
Mirolli, M., & Baldassarre, G. (2013). Functions and mechanisms of intrinsic motivations. In Baldassarre, G. & Mirolli, M. (Eds.), Intrinsically motivating learning in natural and artificial systems (pp. 4972). Springer.Google Scholar
Murayama, K. (2022). A reward-learning framework of knowledge acquisition: An integrated account of curiosity, interest, and intrinsic-extrinsic rewards. Psychological Review, https://doi.org/10.1037/rev0000349.Google Scholar
Murayama, K., FitzGibbon, L., & Sakaki, M. (2019). Process account of curiosity and interest: A reward-learning perspective. Educational Psychology Review, 31(4), 875895. https://doi.org/10.1007/s10648-019-09499-9.Google Scholar
O’Doherty, J. P. (2004). Reward representations and reward-related learning in the human brain: Insights from neuroimaging. Current Opinion in Neurobiology, 14(6), 769776. https://doi.org/10.1016/j.conb.2004.10.016.Google Scholar
Oosterwijk, S. (2017). Choosing the negative: A behavioral demonstration of morbid curiosity. PloS One, 12(7), 120. https://doi.org/10.1371/journal.pone.0178399.Google Scholar
Oudeyer, P.-Y., & Kaplan, F. (2009). What is intrinsic motivation? A typology of computational approaches. Frontiers in Neurorobotics, 1, 114. https://doi.org/10.3389/neuro.12.006.2007.Google Scholar
Peterson, E. G., & Cohen, J. (2019). A case for domain-specific curiosity in mathematics. Educational Psychology Review, 31(4), 807832. https://doi.org/10.1007/s10648-019-09501-4.Google Scholar
Peterson, E. G., & Hidi, S. E. (2019). Curiosity and interest: Current perspectives. Educational Psychology Review, 31(4), 781788. https://doi.org/10.1007/s10648-019-09513-0.Google Scholar
Prenzel, M. (1992). Selective persistence of interest. In Renninger, K. A., Hidi, S. E., & Krapp, A. (Eds.), The role of interest in learning and development (pp. 7198). Erlbaum.Google Scholar
Renninger, K. A., & Hidi, S. E. (2016). The power of interest for motivation and engagement. Routledge. www.taylorfrancis.com/books/9781317674214.Google Scholar
Robinson, O. C., Demetre, J. D., & Litman, J. A. (2017). Adult life stage and crisis as predictors of curiosity and authenticity. International Journal of Behavioral Development, 41(3), 426431. https://doi.org/10.1177/0165025416645201.Google Scholar
Rodriguez Cabrero, J. A. M., Zhu, J.-Q., & Ludvig, E. A. (2019). Costly curiosity: People pay a price to resolve an uncertain gamble early. Behavioural Processes, 160, 2025. https://doi.org/10.1016/j.beproc.2018.12.015.CrossRefGoogle Scholar
Rotgans, J. I., & Schmidt, H. G. (2017). Interest development: Arousing situational interest affects the growth trajectory of individual interest. Contemporary Educational Psychology, 49, 175184. https://doi.org/10.1016/j.cedpsych.2017.02.003.Google Scholar
Rushworth, M. F. S., Mars, R. B., & Summerfield, C. (2009). General mechanisms for making decisions? Current Opinion in Neurobiology, 19(1), 7583. https://doi.org/10.1016/j.conb.2009.02.005.Google Scholar
Sakaki, M., Yagi, A., & Murayama, K. (2018). Curiosity in old age: A possible key to achieving adaptive aging. Neuroscience and Biobehavioral Reviews, 88, 106116. https://doi.org/10.1016/j.neubiorev.2018.03.007.Google Scholar
Sansone, C., & Thoman, D. B. (2005). Interest as the missing motivator in self-regulation. European Psychologist, 10(3), 175186. https://doi.org/10.1027/1016-9040.10.3.175.Google Scholar
Schiefele, U. (2009). Situational and individual interest. In Wenzel, K. R. & Wigfield, A. (Eds.), Educational psychology handbook series: Handbook of motivation at school (pp. 197222). Routledge/Taylor & Francis Group.Google Scholar
Schulz, E., Bhui, R., Love, B. C., Brier, B., Todd, M. T., & Gershman, S. J. (2019). Structured, uncertainty-driven exploration in real-world consumer choice. Proceedings of the National Academy of Sciences, 116(28), 1390313908. https://doi.org/10.1073/pnas.1821028116.Google Scholar
Schulz, E., Wu, C. M., Ruggeri, A., & Meder, B. (2019). Searching for rewards like a child means less generalization and more directed exploration. Psychological Science, 30(11), 15611572. https://doi.org/10.1177/0956797619863663.Google Scholar
Sedikides, C., & Strube, M. J. (1997). Self-evaluation: To thine own self be good, to thine own self be sure, to thine own self be true, and to thine own self be better. Advances in Experimental Social Psychology, 29, 209269. https://doi.org/10.1016/S0065-2601(08)60018-0.Google Scholar
Sharot, T., & Sunstein, C. R. (2020). How people decide what they want to know. Nature Human Behaviour, 4(1), 1419. https://doi.org/10.1038/s41562-019-0793-1.Google Scholar
Somerville, L. H., Sasse, S. F., Garrad, M. C., Drysdale, A. T., Abi Akar, N., Insel, C., & Wilson, R. C. (2017). Charting the expansion of strategic exploratory behavior during adolescence. Journal of Experimental Psychology: General, 146(2), 155164. https://doi.org/10.1037/xge0000250.Google Scholar
Van Lieshout, L. L. F., Vandenbroucke, A. R. E., Müller, N. C. J., Cools, R., & de Lange, F. P. (2018). Induction and relief of curiosity elicit parietal and frontal activity. Journal of Neuroscience, 38(10), 25792588. https://doi.org/10.1523/JNEUROSCI.2816-17.2018.Google Scholar
Witherby, A. E., & Carpenter, S. K. (2021). The rich-get-richer effect: Prior knowledge predicts new learning of domain-relevant information. Journal of Experimental Psychology: Learning, Memory, and Cognition. https://doi.org/10.1037/xlm0000996.Google Scholar
Wu, C. M., Schulz, E., Speekenbrink, M., Nelson, J. D., & Meder, B. (2018). Generalization guides human exploration in vast decision spaces. Nature Human Behaviour, 2(12), 915924. https://doi.org/10.1038/s41562-018-0467-4.Google Scholar

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