Alós-Ferrer C, Fehr E, Netzer N. Time Will Tell: Recovering Preferences When Choices Are Noisy. J Pol Econ. 2021; 129(6):1828–1877. https://doi.org/10.1086/713732
Alós-Ferrer C, Garagnani M. Strength of Preference and Decisions under Risk. Department of Economics —University of Zurich; 2022. Accessed 2023 Sep 4. Available from: https://econpapers.repec.org/ paper/zureconwp/330.htm.
- Alós-Ferrer C, Granić G, Kern J, Wagner AK. Preference reversals: Time and again. J Risk Uncertainty. 2016; 52(1):65–97. https://doi.org/10.1007/s11166-016-9233-z
Paper not yet in RePEc: Add citation now
Baker CL, Jara-Ettinger J, Saxe R, Tenenbaum JB. Rational quantitative attribution of beliefs, desires and percepts in human mentalizing. Nat Hum Behav. 2017; 1(4):1–10. https://doi.org/10.1038/s41562017 -0064
- Behrens TEJ, Woolrich MW, Walton ME, Rushworth MFS. Learning the value of information in an uncertain world. Nat Neurosci. 2007; 10(9):1214–1221. https://doi.org/10.1038/nn1954 PMID: PLOS BIOLOGY Inferring preferences from response times PLOS Biology | https://doi.org/10.1371/journal.pbio.3002686 June 20, 2024 25 / 49. McGuire JT, Nassar MR, Gold JI, Kable JW. Functionally Dissociable Influences on Learning Rate in a Dynamic Environment. Neuron. 2014; 84(4):870–881. https://doi.org/10.1016/j.neuron.2014.10.013 PMID: 25459409
Paper not yet in RePEc: Add citation now
- Berns GS, Capra CM, Chappelow J, Moore S, Noussair C. Nonlinear Neurobiological Probability Weighting Functions For Aversive Outcomes. Neuroimage. 2008; 39(4):2047–2057. https://doi.org/10. 1016/j.neuroimage.2007.10.028 PMID: 18060809
Paper not yet in RePEc: Add citation now
- Boorman EDO’Doherty JP, Adolphs R, Rangel A. The behavioral and neural mechanisms underlying the tracking of expertise. Neuron. 2013; 80(6):1558–1571. https://doi.org/10.1016/j.neuron.2013.10. 024 PMID: 24360551
Paper not yet in RePEc: Add citation now
Brocas I, Carrillo JD, Wang SW, Camerer CF. Imperfect Choice or Imperfect Attention? Understanding Strategic Thinking in Private Information Games. Rev Econ Stud. 2014; 81(3):944–970.
- Bulley A, Lempert KM, Conwell C, Irish M, Schacter DL. Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgements. Philos Trans R Soc Lond B Biol Sci. 1866; 2022(377):20210338. https://doi.org/10.1098/rstb.2021.0338 PMID: 36314145
Paper not yet in RePEc: Add citation now
- Burke CJ, Tobler PN, Baddeley M, Schultz W. Neural mechanisms of observational learning. Proc Natl Acad Sci U S A. 2010; 107(32):14431–14436. https://doi.org/10.1073/pnas.1003111107 PMID:
Paper not yet in RePEc: Add citation now
- Busemeyer JR. Decision making under uncertainty: A comparison of simple scalability, fixed-sample, and sequential-sampling models. J Exp Psychol Learn Mem Cogn. 1985; 11(3):538–564. https://doi. org/10.1037//0278-7393.11.3.538 PMID: 3160815
Paper not yet in RePEc: Add citation now
- Chabris CF, Laibson D, Morris CL, Schuldt JP, Taubinsky D. The allocation of time in decision-making. J Eur Econ Assoc. 2009; 7(2):628–637. https://doi.org/10.1162/jeea.2009.7.2-3.628 PMID: 19953198
Paper not yet in RePEc: Add citation now
- Charpentier CJ, Iigaya K, O’Doherty JP. A Neuro-computational Account of Arbitration between Choice Imitation and Goal Emulation during Human Observational Learning. Neuron. 2020; 106(4):687–699. e7. https://doi.org/10.1016/j.neuron.2020.02.028 PMID: 32187528
Paper not yet in RePEc: Add citation now
- Charpentier CJO’Doherty JP. The application of computational models to social neuroscience: promises and pitfalls. Soc Neurosci. 2018; 13(6):637–647.
Paper not yet in RePEc: Add citation now
Clithero JA. Improving out-of-sample predictions using response times and a model of the decision process. J Econ Behav Organ. 2018; 148:344–375. https://doi.org/10.1016/j.jebo.2018.02.007
Clithero JA. Response times in economics: Looking through the lens of sequential sampling models. J Econ Psychol. 2018; 69:61–86. https://doi.org/10.1016/j.joep.2018.09.008
- Collette S, Pauli WM, Bossaerts P, O’Doherty J. Neural computations underlying inverse reinforcement learning in the human brain. Elife. 2017; 6:e29718. https://doi.org/10.7554/eLife.29718 PMID:
Paper not yet in RePEc: Add citation now
Costa-Gomes M, Crawford VP, Broseta B. Cognition and Behavior in Normal-Form Games: An Experimental Study. Econometrica. 2001; 69(5):1193–1235. https://doi.org/10.1111/1468-0262.00239
- Costa-Gomes MA, Crawford VP. Cognition and Behavior in Two-Person Guessing Games: An Experimental Study. Am Econ Rev. 2006; 96(5):1737–1768. https://doi.org/10.1257/aer.96.5.1737
Paper not yet in RePEc: Add citation now
- Cotet M, Krajbich I. Response Times in the Wild: eBay Sellers Take Hours Longer to Reject High Offers and Accept Low Offers. Published online. March 14, 2021. https://doi.org/10.2139/ssrn.3804578
Paper not yet in RePEc: Add citation now
- Daw N. Trial-by-trial data analysis using computational models. Affect, Learning and Decision Making, Attention and Performance XXIII. 2011;23. https://doi.org/10.1093/acprof:oso/9780199600434.003.
Paper not yet in RePEc: Add citation now
Devaine M, Daunizeau J. Learning about and from others’ prudence, impatience or laziness: The computational bases of attitude alignment. PLoS Comput Biol. 2017; 13(3):e1005422. https://doi.org/
- Devetag G, Di Guida S, Polonio L. An eye-tracking study of feature-based choice in one-shot games. Exp Econ. 2016; 19(1):177–201. https://doi.org/10.1007/s10683-015-9432-5
Paper not yet in RePEc: Add citation now
- Diaconescu AO, Mathys C, Weber LAE, Daunizeau J, Kasper L, Lomakina EI, et al. Inferring on the Intentions of Others by Hierarchical Bayesian Learning. PLoS Comput Biol. 2014; 10(9):e1003810. https://doi.org/10.1371/journal.pcbi.1003810 PMID: 25187943
Paper not yet in RePEc: Add citation now
- Dunne SO’Doherty JP. Insights from the application of computational neuroimaging to social neuroscience. Curr Opin Neurobiol. 2013; 23(3):387–392. https://doi.org/10.1016/j.conb.2013.02.007 PMID:
Paper not yet in RePEc: Add citation now
- Ernst MO, Banks MS. Humans integrate visual and haptic information in a statistically optimal fashion. Nature. 2002; 415(6870):429–433. https://doi.org/10.1038/415429a PMID: 11807554
Paper not yet in RePEc: Add citation now
- Evans AM, van de Calseyde PPFM. The effects of observed decision time on expectations of extremity and cooperation. J Exp Soc Psychol. 2017; 68:50–59. https://doi.org/10.1016/j.jesp.2016.05.009
Paper not yet in RePEc: Add citation now
- Faul F, Erdfelder E, Lang AG, Buchner A. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007; 39(2):175–191. https://doi. org/10.3758/bf03193146 PMID: 17695343
Paper not yet in RePEc: Add citation now
Fischbacher U, Hausfeld J, Renerte B. Strategic incentives undermine gaze as a signal of prosocial motives. Games Econ Behav. 2022; 136:63–91. https://doi.org/10.1016/j.geb.2022.07.006
- Fisher G. An attentional drift diffusion model over binary-attribute choice. Cognition. 2017; 168:34–45. https://doi.org/10.1016/j.cognition.2017.06.007 PMID: 28646751
Paper not yet in RePEc: Add citation now
Forsythe R, Horowitz JL, Savin NE, Sefton M. Fairness in Simple Bargaining Experiments. Games Econ Behav. 1994; 6(3):347–369. https://doi.org/10.1006/game.1994.1021
Frydman C, Krajbich I. Using Response Times to Infer Others’ Private Information: An Application to Information Cascades. Manag Sci. 2022; 68(4):2970–2986. https://doi.org/10.1287/mnsc.2021.3994
- Gabaix X, Laibson D, Moloche G, Weinberg S. Costly Information Acquisition: Experimental Analysis of a Boundedly Rational Model. Am Econ Rev. 2006; 96(4):1043–1068.
Paper not yet in RePEc: Add citation now
- Gates V, Callaway F, Ho MK, Griffiths TL. A rational model of people’s inferences about others’ preferences based on response times. Cognition. 2021; 217:104885. https://doi.org/10.1016/j.cognition.
Paper not yet in RePEc: Add citation now
- Glimcher PW, Fehr E. Neuroeconomics: Decision Making and the Brain. Academic Press; 2013.
Paper not yet in RePEc: Add citation now
- Hampton AN, Bossaerts P, O’Doherty JP. The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans. J Neurosci. 2006; 26(32):8360–8367. https:// doi.org/10.1523/JNEUROSCI.1010-06.2006 PMID: 16899731
Paper not yet in RePEc: Add citation now
- Hausfeld J, von Hesler K, Goldlücke S. Strategic gaze: an interactive eye-tracking study. Exp Econ. 2021; 24(1):177–205. https://doi.org/10.1007/s10683-020-09655-x
Paper not yet in RePEc: Add citation now
- Haxby JV, Connolly AC, Guntupalli JS. Decoding Neural Representational Spaces Using Multivariate Pattern Analysis. Annu Rev Neurosci. 2014; 37(1):435–456. https://doi.org/10.1146/annurev-neuro062012 -170325 PMID: 25002277
Paper not yet in RePEc: Add citation now
- Hu J, Konovalov A, Ruff CC. A unified neural account of contextual and individual differences in altruism. O’Connell RG, Frank MJ, O’Connell RG, Hutcherson CA, editors. eLife. 2023; 12:e80667. https:// doi.org/10.7554/eLife.80667 PMID: 36752704
Paper not yet in RePEc: Add citation now
- Jara-Ettinger J, Gweon H, Schulz LE, Tenenbaum JB. The Naïve Utility Calculus: Computational Principles Underlying Commonsense Psychology. Trends Cogn Sci. 2016; 20(8):589–604. https://doi.org/10. 1016/j.tics.2016.05.011 PMID: 27388875
Paper not yet in RePEc: Add citation now
- Jern A, Lucas CG, Kemp C. People learn other people’s preferences through inverse decision-making. Cognition. 2017; 168:46–64. https://doi.org/10.1016/j.cognition.2017.06.017 PMID: 28662485
Paper not yet in RePEc: Add citation now
Johnson EJ, Camerer C, Sen S, Rymon T. Detecting Failures of Backward Induction: Monitoring Information Search in Sequential Bargaining. J Econ Theory. 2002; 104(1):16–47. https://doi.org/10.1006/ jeth.2001.2850
- Joiner J, Piva M, Turrin C, Chang SWC. Social learning through prediction error in the brain. NPJ Science Learn. 2017; 2(1):1–9. https://doi.org/10.1038/s41539-017-0009-2 PMID: 30631454
Paper not yet in RePEc: Add citation now
- Jordan JJ, Hoffman M, Nowak MA, Rand DG. Uncalculating cooperation is used to signal trustworthiness. Proc Natl Acad Sci U S A. 2016; 113(31):8658–8663. https://doi.org/10.1073/pnas.1601280113 PMID: 27439873
Paper not yet in RePEc: Add citation now
- Kahneman D, Knetsch JL, Thaler RH. Fairness and the Assumptions of Economics. J Bus. 1986; 59(4): S285–S300.
Paper not yet in RePEc: Add citation now
Konovalov A, Krajbich I. Decision Times Reveal Private Information in Strategic Settings: Evidence from Bargaining Experiments1. Econ J. Published online. July 24, 2023: uead055. https://doi.org/10. 1093/ej/uead055
Konovalov A, Krajbich I. Revealed strength of preference: Inference from response times. Judgm Decis Mak. 2019; 14(4):381–394. https://doi.org/10.1017/S1930297500006082
- Konovalov A, Ruff CC. Enhancing models of social and strategic decision making with process tracing and neural data. WIREs Cogn Sci. 2022; 13(1):e1559. https://doi.org/10.1002/wcs.1559 PMID:
Paper not yet in RePEc: Add citation now
- Krajbich I, Armel C, Rangel A. Visual fixations and the computation and comparison of value in simple choice. Nat Neurosci. 2010; 13(10):1292–1298. https://doi.org/10.1038/nn.2635 PMID: 20835253
Paper not yet in RePEc: Add citation now
Krajbich I, Bartling B, Hare T, Fehr E. Rethinking fast and slow based on a critique of reaction-time reverse inference. Nat Commun. 2015; 6(1):7455. https://doi.org/10.1038/ncomms8455 PMID:
- Krajbich I, Lu D, Camerer C, Rangel A. The Attentional Drift-Diffusion Model Extends to Simple Purchasing Decisions. Front Psychol. 2012;3. Accessed 2023 Sep 4. Available from: https://www. frontiersin.org/articles/10.3389/fpsyg.2012.00193.
Paper not yet in RePEc: Add citation now
Krajbich I, Oud B, Fehr E. Benefits of Neuroeconomic Modeling: New Policy Interventions and Predictors of Preference. Am Econ Rev. 2014; 104(5):501–506.
- Krajbich I, Rangel A. Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions. Proc Natl Acad Sci U S A. 2011; 108(33):13852–13857. https://doi.org/10.1073/pnas.1101328108 PMID: 21808009
Paper not yet in RePEc: Add citation now
- Lempert R, Nakicenovic N, Sarewitz D, Schlesinger M. Characterizing Climate-Change Uncertainties for Decision-Makers. An Editorial Essay. Climatic Change. 2004; 65(1):1–9. https://doi.org/10.1023/B: CLIM.0000037561.75281.b3
Paper not yet in RePEc: Add citation now
- Levy I, Lazzaro SC, Rutledge RB, Glimcher PW. Choice from Non-Choice: Predicting Consumer Preferences from Blood Oxygenation Level-Dependent Signals Obtained during Passive Viewing. J Neurosci. 2011; 31(1):118–125. https://doi.org/10.1523/JNEUROSCI.3214-10.2011 PMID: 21209196
Paper not yet in RePEc: Add citation now
- Liu S, Netzer N. Happy Times: Measuring Happiness Using Response Times. Published online. 2023. https://doi.org/10.2139/ssrn.4416789
Paper not yet in RePEc: Add citation now
- Lo S, Andrews S. To transform or not to transform: using generalized linear mixed models to analyse reaction time data. Front Psychol. 2015;6. Accessed 2023 Sep 7. Available from: https://www. frontiersin.org/articles/10.3389/fpsyg.2015.01171.
Paper not yet in RePEc: Add citation now
- Lucas CG, Griffiths TL, Xu F, Fawcett C, Gopnik A, Kushnir T, et al. The Child as Econometrician: A Rational Model of Preference Understanding in Children. PLoS ONE. 2014; 9(3):e92160. https://doi. org/10.1371/journal.pone.0092160 PMID: 24667309
Paper not yet in RePEc: Add citation now
- McClure SM, Li J, Tomlin D, Cypert KS, Montague LM, Montague PR. Neural correlates of behavioral preference for culturally familiar drinks. Neuron. 2004; 44(2):379–387. https://doi.org/10.1016/j.neuron.
Paper not yet in RePEc: Add citation now
Moffatt PG. Stochastic Choice and the Allocation of Cognitive Effort. Exp Econ. 2005; 8(4):369–388. https://doi.org/10.1007/s10683-005-5375-6
Najar A, Bonnet E, Bahrami B, Palminteri S. The actions of others act as a pseudo-reward to drive imitation in the context of social reinforcement learning. PLoS Biol. 2020; 18(12):e3001028. https://doi.org/
- Navarro DJ, Fuss IG. Fast and accurate calculations for first-passage times in Wiener diffusion models. J Math Psychol. 2009; 53(4):222–230. https://doi.org/10.1016/j.jmp.2009.02.003 PLOS BIOLOGY Inferring preferences from response times PLOS Biology | https://doi.org/10.1371/journal.pbio.3002686 June 20, 2024 27 /
Paper not yet in RePEc: Add citation now
- Ofir N, Landau AN. Neural signatures of evidence accumulation in temporal decisions. Curr Biol. 2022; 32(18):4093–4100.e6. https://doi.org/10.1016/j.cub.2022.08.006 PMID: 36007527
Paper not yet in RePEc: Add citation now
- Polonio L, Coricelli G. Testing the level of consistency between choices and beliefs in games using eyetracking. Games Econ Behav. 2019; 113:566–586. https://doi.org/10.1016/j.geb.2018.11.003
Paper not yet in RePEc: Add citation now
Protopapa F, Hayashi MJ, Kulashekhar S, van der Zwaag W, Battistella G, Murray MM, et al. Chronotopic maps in human supplementary motor area. PLoS Biol. 2019; 17(3):e3000026. https://doi.org/10. 1371/journal.pbio.3000026 PMID: 30897088
- Rescorla RA, Wagner AR. A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement. Classical conditioning II: Current research and theory. 1972; 2:64–
Paper not yet in RePEc: Add citation now
- Richardson E, Keil FC. Thinking takes time: Children use agents’ response times to infer the source, quality, and complexity of their knowledge. Cognition. 2022; 224:105073. https://doi.org/10.1016/j. cognition.2022.105073 PMID: 35248759
Paper not yet in RePEc: Add citation now
Smith A, Bernheim BD, Camerer CF, Rangel A. Neural Activity Reveals Preferences without Choices. Am Econ J Microecon. 2014; 6(2):1–36. https://doi.org/10.1257/mic.6.2.1 PMID: 25729468
Spiliopoulos L, Ortmann A. The BCD of response time analysis in experimental economics. Exp Econ. 2018; 21(2):383–433. https://doi.org/10.1007/s10683-017-9528-1 PMID: 29720889
- Stillman PE, Shen X, Ferguson MJ. How Mouse-tracking Can Advance Social Cognitive Theory. Trends Cogn Sci. 2018; 22(6):531–543. https://doi.org/10.1016/j.tics.2018.03.012 PMID: 29731415
Paper not yet in RePEc: Add citation now
- Sutton RS, Barto AG. Reinforcement Learning: An Introduction. IEEE Trans Neural Netw. 1998; 9 (5):1054–1054. https://doi.org/10.1109/TNN.1998.712192
Paper not yet in RePEc: Add citation now
- Tusche A, Böckler A, Kanske P, Trautwein FM, Singer T. Decoding the Charitable Brain: Empathy, Perspective Taking, and Attention Shifts Differentially Predict Altruistic Giving. J Neurosci. 2016; 36 (17):4719–4732. https://doi.org/10.1523/JNEUROSCI.3392-15.2016 PMID: 27122031
Paper not yet in RePEc: Add citation now
- Van de Calseyde PPFM, Keren G, Zeelenberg M. Decision time as information in judgment and choice. Organ Behav Hum Decis Process. 2014; 125(2):113–122. https://doi.org/10.1016/j.obhdp.2014.07.001
Paper not yet in RePEc: Add citation now
- Webb R, Levy I, Lazzaro SC, Rutledge RB, Glimcher PW. Neural random utility: Relating cardinal neural observables to stochastic choice behavior. J Neurosci Psychol Econ. 2019; 12(1):45–72. https://doi. org/10.1037/npe0000101
Paper not yet in RePEc: Add citation now
Webb R. The (Neural) Dynamics of Stochastic Choice. Manag Sci. 2019; 65(1):230–255. https://doi. org/10.1287/mnsc.2017.2931
- Weilbächer RA, Krajbich I, Rieskamp J, Gluth S. The influence of visual attention on memory-based preferential choice. Cognition. 2021; 215:104804. https://doi.org/10.1016/j.cognition.2021.104804 PMID: 34167016
Paper not yet in RePEc: Add citation now
- Wittmann MK, Kolling N, Faber NS, Scholl J, Nelissen N, Rushworth MFS. Self-Other Mergence in the Frontal Cortex during Cooperation and Competition. Neuron. 2016; 91(2):482–493. https://doi.org/10. 1016/j.neuron.2016.06.022 PMID: 27477020
Paper not yet in RePEc: Add citation now
- Wu CM, Vélez N, Cushman FA, Dezza IC, Schulz E, Wu CM. Representational Exchange in Human Social Learning. The Drive for Knowledge. Published online. 2022:169–192.
Paper not yet in RePEc: Add citation now