{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T11:15:53Z","timestamp":1767179753181,"version":"build-2238731810"},"reference-count":44,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2013,10,31]],"date-time":"2013-10-31T00:00:00Z","timestamp":1383177600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1003309","type":"journal-article","created":{"date-parts":[[2013,10,31]],"date-time":"2013-10-31T23:02:39Z","timestamp":1383260559000},"page":"e1003309","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":22,"title":["Deciding Not to Decide: Computational and Neural Evidence for Hidden Behavior in Sequential Choice"],"prefix":"10.1371","volume":"9","author":[{"given":"Sebastian","family":"Gluth","sequence":"first","affiliation":[]},{"given":"J\u00f6rg","family":"Rieskamp","sequence":"additional","affiliation":[]},{"given":"Christian","family":"B\u00fcchel","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2013,10,31]]},"reference":[{"key":"ref1","unstructured":"Townsend JT, Ashby FG (1983) The Stochastic Modeling of Elementary Psychological Processes. Cambridge; New York: Cambridge University Press."},{"key":"ref2","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/j.tins.2004.01.006","article-title":"Psychology and neurobiology of simple decisions","volume":"27","author":"PL Smith","year":"2004","journal-title":"Trends Neurosci"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1037\/0033-295X.113.4.700","article-title":"The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks","volume":"113","author":"R Bogacz","year":"2006","journal-title":"Psychol Rev"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1080\/00140137008931117","article-title":"Evidence for an accumulator model of psychophysical discrimination","volume":"13","author":"D Vickers","year":"1970","journal-title":"Ergonomics"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1111\/1467-9280.00067","article-title":"Modeling response times for two-choice decisions","volume":"9","author":"R Ratcliff","year":"1998","journal-title":"Psychol Sci"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1038\/nrn2374","article-title":"The neural systems that mediate human perceptual decision making","volume":"9","author":"HR Heekeren","year":"2008","journal-title":"Nat Rev Neurosci"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1037\/0033-295X.100.3.432","article-title":"Decision field theory: a dynamic-cognitive approach to decision making in an uncertain environment","volume":"100","author":"JR Busemeyer","year":"1993","journal-title":"Psychol Rev"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1037\/0033-295X.108.3.550","article-title":"The time course of perceptual choice: the leaky, competing accumulator model","volume":"108","author":"M Usher","year":"2001","journal-title":"Psychol Rev"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1257\/jep.25.4.3","article-title":"Neuroeconomic foundations of economic choice\u2014recent advances","volume":"25","author":"E Fehr","year":"2011","journal-title":"J Econ Perspect"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"70","DOI":"10.3389\/fnins.2012.00070","article-title":"Building bridges between perceptual and economic decision-making: neural and computational mechanisms","volume":"6","author":"C Summerfield","year":"2012","journal-title":"Front Neurosci"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"827","DOI":"10.1038\/77739","article-title":"The influence of urgency on decision time","volume":"3","author":"BA Reddi","year":"2000","journal-title":"Nat Neurosci"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1038\/nn.2485","article-title":"Perceptual decision making in less than 30 milliseconds","volume":"13","author":"TR Stanford","year":"2010","journal-title":"Nat Neurosci"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1146\/annurev.neuro.29.051605.113038","article-title":"The neural basis of decision making","volume":"30","author":"JI Gold","year":"2007","journal-title":"Annu Rev Neurosci"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"916","DOI":"10.1016\/j.neuron.2012.06.035","article-title":"Temporal integration of olfactory perceptual evidence in human orbitofrontal cortex","volume":"75","author":"NE Bowman","year":"2012","journal-title":"Neuron"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"10686","DOI":"10.1523\/JNEUROSCI.0727-12.2012","article-title":"Deciding when to decide: time-variant sequential sampling models explain the emergence of value-based decisions in the human brain","volume":"32","author":"S Gluth","year":"2012","journal-title":"J Neurosci"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"394","DOI":"10.1016\/j.neuroimage.2013.05.005","article-title":"Classic EEG motor potentials track the emergence of value-based decisions","volume":"79","author":"S Gluth","year":"2013","journal-title":"Neuroimage"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"7771","DOI":"10.1523\/JNEUROSCI.1762-05.2005","article-title":"Existing motor state is favored at the expense of new movement during 13\u201335 Hz oscillatory synchrony in the human corticospinal system","volume":"25","author":"T Gilbertson","year":"2005","journal-title":"J Neurosci"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"12675","DOI":"10.1523\/JNEUROSCI.3359-09.2009","article-title":"Intracranial EEG reveals a time- and frequency-specific role for the right inferior frontal gyrus and primary motor cortex in stopping initiated responses","volume":"29","author":"N Swann","year":"2009","journal-title":"J Neurosci"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/j.conb.2010.02.015","article-title":"Beta-band oscillations\u2013signalling the status quo?","volume":"20","author":"AK Engel","year":"2010","journal-title":"Curr Opin Neurobiol"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1016\/j.tins.2011.09.003","article-title":"New insights into the relationship between dopamine, beta oscillations and motor function","volume":"34","author":"N Jenkinson","year":"2011","journal-title":"Trends Neurosci"},{"key":"ref21","unstructured":"Luce RD (1986) Response Times. New York; Oxford: Oxford University Press; Clarendon Press."},{"key":"ref22","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1163\/1568568052801582","article-title":"A random-ray model for speed and accuracy in perceptual experiments","volume":"18","author":"A Reeves","year":"2005","journal-title":"Spat Vis"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/j.cogpsych.2007.12.002","article-title":"The simplest complete model of choice response time: linear ballistic accumulation","volume":"57","author":"SD Brown","year":"2008","journal-title":"Cogn Psychol"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"823","DOI":"10.1103\/PhysRev.36.823","article-title":"On the theory of Brownian motion","volume":"36","author":"GE Uhlenbeck","year":"1930","journal-title":"Physical Review"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"1581","DOI":"10.1016\/j.cub.2009.07.066","article-title":"Buildup of choice-predictive activity in human motor cortex during perceptual decision making","volume":"19","author":"TH Donner","year":"2009","journal-title":"Curr Biol"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"13805","DOI":"10.1523\/JNEUROSCI.2200-12.2012","article-title":"Effects of decision variables and intraparietal stimulation on sensorimotor oscillatory activity in the human brain","volume":"32","author":"IC Gould","year":"2012","journal-title":"J Neurosci"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"847","DOI":"10.1016\/j.neuron.2012.09.015","article-title":"Rhythmic fluctuations in evidence accumulation during decision making in the human brain","volume":"76","author":"V Wyart","year":"2012","journal-title":"Neuron"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3758\/s13423-010-0022-4","article-title":"Diffusion versus linear ballistic accumulation: different models but the same conclusions about psychological processes?","volume":"18","author":"C Donkin","year":"2011","journal-title":"Psychon Bull Rev"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"1075","DOI":"10.1038\/nature05852","article-title":"Probabilistic reasoning by neurons","volume":"447","author":"T Yang","year":"2007","journal-title":"Nature"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"11560","DOI":"10.1523\/JNEUROSCI.1844-09.2009","article-title":"Decisions in changing conditions: the urgency-gating model","volume":"29","author":"P Cisek","year":"2009","journal-title":"J Neurosci"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"8032","DOI":"10.1523\/JNEUROSCI.4729-09.2010","article-title":"Updating beliefs for a decision: neural correlates of uncertainty and underconfidence","volume":"30","author":"ER Stern","year":"2010","journal-title":"J Neurosci"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"731","DOI":"10.1523\/JNEUROSCI.4080-09.2010","article-title":"Accumulation of evidence during sequential decision making: the importance of top-down factors","volume":"30","author":"FP De Lange","year":"2010","journal-title":"J Neurosci"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"e1001203","DOI":"10.1371\/journal.pbio.1001203","article-title":"How awareness changes the relative weights of evidence during human decision-making","volume":"9","author":"FP De Lange","year":"2011","journal-title":"PLoS Biol"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"17572","DOI":"10.1523\/JNEUROSCI.4236-11.2011","article-title":"Parietal cortex and insula relate to evidence seeking relevant to reward-related decisions","volume":"31","author":"N Furl","year":"2011","journal-title":"J Neurosci"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1509\/jmkr.40.2.146.19229","article-title":"The effect of forced choice on choice","volume":"40","author":"R Dhar","year":"2003","journal-title":"J Marketing Res"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1126\/science.1169405","article-title":"Representation of confidence associated with a decision by neurons in the parietal cortex","volume":"324","author":"R Kiani","year":"2009","journal-title":"Science"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/S1364-6613(99)01299-1","article-title":"Oscillatory gamma activity in humans and its role in object representation","volume":"3","year":"1999","journal-title":"Trends Cogn Sci"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.tics.2005.12.004","article-title":"Can cognitive processes be inferred from neuroimaging data?","volume":"10","author":"RA Poldrack","year":"2006","journal-title":"Trends Cogn Sci (Regul Ed)"},{"key":"ref39","doi-asserted-by":"crossref","unstructured":"Lewandowsky S, Farrell S (2011) Computational Modeling in Cognition: Principles and Practice. Los Angeles, Calif.: Sage Publications.","DOI":"10.4135\/9781483349428"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1093\/comjnl\/7.4.308","article-title":"A simplex method for function minimization","volume":"7","author":"JA Nelder","year":"1965","journal-title":"Comput J"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2011\/156869","article-title":"FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data","volume":"2011","author":"R Oostenveld","year":"2011","journal-title":"Computational Intelligence and Neuroscience"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1016\/0013-4694(83)90135-9","article-title":"A new method for off-line removal of ocular artifact","volume":"55","author":"G Gratton","year":"1983","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1016\/S0006-3495(99)77236-X","article-title":"Analysis of dynamic brain imaging data","volume":"76","author":"PP Mitra","year":"1999","journal-title":"Biophys J"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1002\/hbm.20153","article-title":"Parametric analysis of oscillatory activity as measured with EEG\/MEG","volume":"26","author":"SJ Kiebel","year":"2005","journal-title":"Hum Brain Mapp"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1005476","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2017,4,11]],"date-time":"2017-04-11T00:00:00Z","timestamp":1491868800000}}],"container-title":["PLoS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003309","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T04:39:52Z","timestamp":1588999192000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1003309"}},"subtitle":[],"editor":[{"given":"Tim","family":"Behrens","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2013,10,31]]},"references-count":44,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2013,10,31]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1003309","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10,31]]}}}