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
DeCaro, D. A., DeCaro, M. S., Hotaling, J. M., & Appel, R.. (2022). Formalizing the fundamental Faustian bargain: Inefficacious decision-makers sacrifice their freedom of choice to coercive leaders for economic security. PLoS ONE, 17(9), e0275265. 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 prevent. Cognitive 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