Publications
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. PDFThis link directs to peer-reviewed publication of "MEM-EX: An ememplar memory model of decisions from experience".
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. PDFThis link directs to peer-reviewed publication of "Formalizing the fundamental Faustain bargain: Inefficacious decision-makers sacrifice their freedom of choice to coercive leaders for economic security".
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). PDFThis link directs to peer-reviewed publication of "How top-down and bottom-up attention modulate risky choice".
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. PDFThis link directs to peer-reviewed publication of "Skilled bandits: Learning to choose in a reactive world 2021".
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. PDFThis link directs to peer-reviewed publication of "Procedural and economic utilities in consequentialist choice: Trading freedom of choice to minimize financial losses".
Vanunu, Y., Hotaling, J. M., & Newell, B. R. (2020). Elucidating the differential impact of extreme-outcomes in perceptual and preferential choice. Cognitive Psychology, 119. PDFThis link directs to peer-reviewed publication of "Elucidating the differential impact of extreme-outcomes in perceptual and preferential choice".
Hotaling, J. M. (2020). Decision field theory-planning: A model of planning on the fly in multistage decision making. Decision, 7(1), 20-42. PDFThis link directs to peer-reviewed publication of "Decision field theory-planning: A model of planning on the fly in multistage decision making".
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. PDFThis link directs to peer-reviewed publication of "How to change the weight of rare events in decisions from experience".
Hotaling, J. M. & Rieskamp, J. (2019). A quantitative test of computational models of multialternative context effects. Decision, 6(3), 201-222. PDFThis link directs to peer-reviewed publication of "A quantitative test of computational models of multialternative context effects".
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. PDFThis link directs to peer-reviewed publication of "Skilled bandits: Learning to choose in a reactive world 2018".
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. PDFThis link directs to peer-reviewed publication of "When the good looks bad: An experimental exploration of the repulsion effect".
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. PDFThis link directs to peer-reviewed publication of "The attraction effect modulates reward prediction errors and intertemporal choices".
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. PDFThis link directs to peer-reviewed publication of "The dilution effect and information integration in perceptual decision making".
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. PDFThis link directs to peer-reviewed publication of "Dilution effects in perceptual information integration".
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. PDFThis link directs to peer-reviewed publication of "Heuristica: Designing a serious game for improving decision making".
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. PDFThis link directs to peer-reviewed publication of "The effect of camera perspective and session duration on training decision making in a serious video game".
Hotaling, J. M., Busemeyer, J. R. (2012). DFT-D: a cognitive-dynamical model of dynamic decision making. Synthese, 189(1), 67-80. PDFThis link directs to peer-reviewed publication of "DFT-D: a cognitive-dynamical model of dynamic decision making".
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. PDFThis link directs to peer-reviewed publication of "Theoretical developments in decision field theory: Comment on Tsetsos, Chater, and Usher".
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. PDFThis link directs to peer-reviewed publication of "A casual model theory of the meaning of cause, enable, and prevent".
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. PDFThis link directs to peer-reviewed publication of "Formalizing the fundamental Faustain bargain: Inefficacious decision-makers sacrifice their freedom of choice to coercive leaders for economic security".
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). PDFThis link directs to peer-reviewed publication of "How top-down and bottom-up attention modulate risky choice".
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. PDFThis link directs to peer-reviewed publication of "Skilled bandits: Learning to choose in a reactive world 2021".
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. PDFThis link directs to peer-reviewed publication of "Procedural and economic utilities in consequentialist choice: Trading freedom of choice to minimize financial losses".
Vanunu, Y., Hotaling, J. M., & Newell, B. R. (2020). Elucidating the differential impact of extreme-outcomes in perceptual and preferential choice. Cognitive Psychology, 119. PDFThis link directs to peer-reviewed publication of "Elucidating the differential impact of extreme-outcomes in perceptual and preferential choice".
Hotaling, J. M. (2020). Decision field theory-planning: A model of planning on the fly in multistage decision making. Decision, 7(1), 20-42. PDFThis link directs to peer-reviewed publication of "Decision field theory-planning: A model of planning on the fly in multistage decision making".
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. PDFThis link directs to peer-reviewed publication of "How to change the weight of rare events in decisions from experience".
Hotaling, J. M. & Rieskamp, J. (2019). A quantitative test of computational models of multialternative context effects. Decision, 6(3), 201-222. PDFThis link directs to peer-reviewed publication of "A quantitative test of computational models of multialternative context effects".
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. PDFThis link directs to peer-reviewed publication of "Skilled bandits: Learning to choose in a reactive world 2018".
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. PDFThis link directs to peer-reviewed publication of "When the good looks bad: An experimental exploration of the repulsion effect".
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. PDFThis link directs to peer-reviewed publication of "The attraction effect modulates reward prediction errors and intertemporal choices".
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. PDFThis link directs to peer-reviewed publication of "The dilution effect and information integration in perceptual decision making".
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. PDFThis link directs to peer-reviewed publication of "Dilution effects in perceptual information integration".
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. PDFThis link directs to peer-reviewed publication of "Heuristica: Designing a serious game for improving decision making".
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. PDFThis link directs to peer-reviewed publication of "The effect of camera perspective and session duration on training decision making in a serious video game".
Hotaling, J. M., Busemeyer, J. R. (2012). DFT-D: a cognitive-dynamical model of dynamic decision making. Synthese, 189(1), 67-80. PDFThis link directs to peer-reviewed publication of "DFT-D: a cognitive-dynamical model of dynamic decision making".
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. PDFThis link directs to peer-reviewed publication of "Theoretical developments in decision field theory: Comment on Tsetsos, Chater, and Usher".
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. PDFThis link directs to peer-reviewed publication of "A casual model theory of the meaning of cause, enable, and prevent".
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. PDFThis link directs to book chapter of "Dynamic decision making: Empirical and theoretical directions".
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. PDFThis link directs to book chapter of "Dynamic decision making".
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. PDFThis link directs to book chapter of "Dynamic decision making: Empirical and theoretical directions".
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. PDFThis link directs to book chapter of "Dynamic decision making".
