Metacognitive monitoring in early elementary school-aged children: Task dependency in monitoring judgments, task consistency in monitoring behaviours.

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Eberhart, J., Murayama, K., Sakaki, M., & Bryce, D. (2025). Metacognitive monitoring in early elementary school-aged children: Task dependency in monitoring judgments, task consistency in monitoring behaviours. Cognitive Development, 74, 101561.

An explainable artificial intelligence handbook for psychologists: Methods, opportunities, and challenges.

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Lavelle-Hill, R., Smith, G., Deininger, H., & Murayama, K. (2025). An explainable artificial intelligence handbook for psychologists: Methods, opportunities, and challenges. Psychological Methods. Online ahead of print.

Curiosity across the adult lifespan: Age-related differences in state and trait curiosity.

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Whatley, M. C., Murayama, K., Sakaki, M., & Castel, A. D. (2025). Curiosity across the adult lifespan: Age-related differences in state and trait curiosity. PLOS One, 20(5), e0320600.

The role of rewards in motivation—Beyond dichotomies

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Bardach, L., & Murayama, K. (2025). The role of rewards in motivation—Beyond dichotomies. Learning and Instruction, 96, 102056.

How the predictors of math achievement change over time: A longitudinal machine learning approach.

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Lavelle-Hill, R., Frenzel, A. C., Goetz, T., Lichtenfeld, S., Marsh, H. W., Pekrun, R., Sakaki, M., Smith, G., & Murayama, K. (2024). How the predictors of math achievement change over time: A longitudinal machine learning approach. Journal of Educational Psychology, 116(8), 1383–1403.

Individual differences in information demand have a low dimensional structure predicted by some curiosity traits.

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Jach, H. K., Cools, R., Frisvold, A., Grubb, M. A., Hartley, C. A., Hartmann, J., Hunter, L., Jia, R., de Lange, F. P., Larisch, R., Lavelle-Hill, R., Levy, I., Li, Y., van Lieshout, L. L. F., Nussenbaum, K., Ravaioli, S., Wang, S., Wilson, R., Woodford, M., Murayama, K., & Gottlieb, J.(2024). Individual differences in information demand have a low dimensional structure predicted by some curiosity traits. Proceedings of the National Academy of Sciences, 121(45), e2415236121.

The magic, memory, and curiosity fMRI dataset of people viewing magic tricks.

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Meliss, S., Pascua-Martin, C., Skipper, J. I., & Murayama, K. (2024). The magic, memory, and curiosity fMRI dataset of people viewing magic tricks. Scientific Data, 11(1), 1063.

Social contagion of challenge-seeking behavior.

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Ogulmus, C., Lee, Y., Chakrabarti, B., & Murayama, K. (2024). Social contagion of challenge-seeking behavior. Journal of Experimental Psychology: General, 153(10), 2573–2587.

Causal inference on human behaviour.

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Bailey, D. H., Jung, A. J., Beltz, A. M., Eronen, M. I., Gische, C., Hamaker, E. L., Kording, K. P., Lebel, C., Lindquist, M. A., Moeller, J., Razi, A., Rohrer, J. M., Zhang, B., & Murayama, K. (2024). Causal inference on human behaviour. Nature Human Behaviour, 8(8), 1448–1459.

Using games to understand the mind.

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Allen, K., Brändle, F., Botvinick, M., Fan, J. E., Gershman, S. J., Gopnik, A., Griffiths, T. L., Hartshorne, J. K., Hauser, T. U., Ho, M. K., de Leeuw, J. R., Ma, W. J., Murayama, K., Nelson, J. D., van Opheusden, B., Pouncy, T., Rafner, J., Rahwan, I., Rutledge, R. B., Sherson, J., Şimşek, Ö., Spiers, H., Summerfield, C., Thalmann, M., Vélez, N., Watrous, A. J., Tenenbaum, J. B., & Schulz, E. (2024). Using games to understand the mind. Nature Human Behaviour, 8(6), 1035–1043.