Publications

Working Papers

Peer-Reviewed Publications

Hotaling, J. M., Donkin, C., Jarvstad, A., & Newell, B. R. (2022). MEM-EX: An exemplar memory model of decisions from experience. Cognitive Psychology, 138, 101517. PDF

Vanunu, Y., Hotaling, J. M., Le Pelley, M. E., & Newell, B. R. (2021). How top-down and bottom-up attention modulate risky choice. Proceedings of the National Academy of Sciences, 118(39). PDF

Hotaling, J. M., Navarro, D. J., & Newell, B. R. (2021). Skilled bandits: Learning to choose in a reactive world. Journal of Experimental Psychology: Learning, Memory, & Cognition, 47 (6), 879-905. PDF

DeCaro, D. A., DeCaro, M. S., Hotaling, J. M., & Johnson, J. G. (2020). Procedural and economic utilities in consequentialist choice: Trading freedom of choice to minimize financial losses. Judgment and Decision Making, 15(4), 517-533. PDF

Vanunu, Y., Hotaling, J. M., & Newell, B. R. (2020). Elucidating the differential impact of extreme-outcomes in perceptual and preferential choice. Cognitive Psychology, 119. PDF

Hotaling, J. M. (2020). Decision field theory-planning: A model of planning on the fly in multistage decision making. Decision, 7(1), 20-42. PDF

Hotaling, J. M., Jarvstad, A., Donkin, C., & Newell, B. R. (2019). How to change the weight of rare events in decisions from experience. Psychological Science, 30(12), 1767-1779. PDF

Hotaling, J. M. & Rieskamp, J. (2019). A quantitative test of computational models of multialternative context effects. Decision, 6(3), 201-222. PDF

Hotaling, J. M., Navarro, D. J., & Newell, B. R. (2018). Skilled bandits: Learning to choose in a reactive world. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. PDF

Spektor, M. S., Kellen, D., & Hotaling, J. M., (2018). When the good looks bad: An experimental exploration of the repulsion effect. Psychological Science, 29(8), 1309-1320. PDF

Gluth, S., Hotaling, J. M., & Rieskamp, J. (2017). The attraction effect modulates reward prediction errors and intertemporal choices. Journal of Neuroscience, 37(2), 371-382. PDF

Hotaling, J. M., Cohen, A. L., Busemeyer, J. R., & Shiffrin, R. M. (2015). The dilution effect and information integration in perceptual decision making. PLoS ONE, 10(9), e0138481. PDF

Hotaling, J. M., Cohen, A. L., Busemeyer, J. R., & Shiffrin, R. M. (2013). Dilution effects in perceptual information integration. Proceedings of the 35th Annual Meeting of the Cognitive Science Society. PDF

Mullinix, G., Gray, O., Colado, J., Veinott, E., Leonard, J., Papautsky, E.L., Argenta, C., Clover, M., Castronova, E., Todd, P.M., Ross, T., Lorince, J., Hotaling, J., Hale, C., Whitaker, E., J., Hoffman, R., Flach, J., & Fox, O. (2013). Heuristica: Designing a serious game for improving decision making. In 2013 IEEE international games innovation conference (IGIC) (pp. 250-255). IEEE. PDF

Veinott, E., Leonard, J., Papautsky, E.L., Perelman, B. Stankovic, A., Lorince, J., Hotaling, J., Ross, T., Todd, P., Busemeyer, J., Castronova, E., Hale, C., Catrambone, R., Whitaker, E., Fox, O., Flach, J., & Hoffman, R. (2013). The effect of camera perspective and session duration on training decision making in a serious video game. In 2013 IEEE international games innovation conference (IGIC) (pp. 256-262). IEEE. PDF

Hotaling, J. M., Busemeyer, J. R. (2012). DFT-D: a cognitive-dynamical model of dynamic decision making. Synthese, 189(1), 67-80. PDF

Hotaling, J. M., Busemeyer, J. R., & Li, J. (2010). Theoretical developments in decision field theory: Comment on Tsetsos, Chater, & Usher. Psychological Review, 117(4), 1294-1298. PDF

Sloman, S., Barbey, A. K., & Hotaling, J. M. (2009). A causal model theory of the meaning of cause, enable, and preventCognitive Science, 33(1), 21-50. PDF

Book Chapters

Hotaling, J. M., Busemeyer, J. R., & Rieskamp, J. (in press). Psychological research and theories of preferential choice. In S. Hess & A. Daly (Eds.), Handbook of Choice Modeling (2nd ed.). Cheltenham: Edward Elgar.

Hotaling, J. M., Kellen, D. (2022). Dynamic decision making: Empirical and theoretical directions. In K. D. Federmeier (Ed.), Psychology of Learning and Motivation: Advances in Research and Theory, Volume 76 (pp. 207-238). Academic Press. PDF

Hotaling, J. M., Fakhari, P., & Busemeyer, J. R. (2015). Dynamic decision making. In J.  D. Wright (Ed.), International Encyclopedia of the Social and Behavioral Sciences (2nd ed.) (pp. 709-714). Oxford: Elsevier. PDF