Reward uncertainty enhances incentive salience attribution as sign-tracking
Open accessAbstract
Conditioned stimuli (CSs) come to act as motivational magnets following repeated association with unconditioned stimuli (UCSs) such as sucrose rewards. By traditional views, the more reliably predictive a Pavlovian CS-UCS association, the more the CS becomes attractive. However, in some cases, less predictability might equal more motivation. Here we examined the effect of introducing uncertainty in CS-UCS association on CS strength as an attractive motivation magnet. In the present study, Experiment 1 assessed the effects of Pavlovian predictability versus uncertainty about reward probability and/or reward magnitude on the acquisition and expression of sign-tracking (ST) and goal-tracking (GT) responses in an autoshaping procedure. Results suggested that uncertainty produced strongest incentive salience expressed as sign-tracking. Experiment 2 examined whether a within-individual temporal shift from certainty to uncertainty conditions could produce a stronger CS motivational magnet when uncertainty began, and found that sign-tracking still increased after the shift. Overall, our results support earlier reports that ST responses become more pronounced in the presence of uncertainty regarding CS-UCS associations, especially when uncertainty combines both probability and magnitude. These results suggest that Pavlovian uncertainty, although diluting predictability, is still able to enhance the incentive motivational power of particular CSs.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Reward uncertainty, like drugs of abuse, may sensitize neural systems to rewards and reward-related cues.
“It is thought that reward uncertainty, like drugs of abuse, may also sensitize neural systems to rewards and reward-related cues (Anselme & Robinson, 2013; Anselme, Robinson, & Berridge, 2013; Berridge, 2007; Mascia et al., 2018; M. J. F. Robinson, Anselme, Fischer, & Berridge, 2014a; Rømer Thomsen et al., 2014).”
From Cued for Risk: Evidence for an Incentive Sensitization Framework to Explain the Interplay between Stress and Anxiety, Substance Abuse, and Reward Uncertainty in Disordered Gambling Behavior (2019) · cites this paper as Anselme, Robinson, & Berridge, 2013
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Rescorla, R. A. (1972) · Medical Entomology and Zoology · Cited by 7,268 · see citing works
Predictive reward signal of dopamine neurons
Schultz, W. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.80.1.1 · Cited by 4,564 · see citing works
What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience?
Berridge, K. C., & Robinson, T. E. (1998) · Brain Research Reviews · doi:10.1016/s0165-0173(98)00019-8 · Cited by 4,127 · see citing works
Self-citationPearce, J. M., & Hall, G. (1980) · Psychological Review · doi:10.1037/0033-295x.87.6.532 · Cited by 3,023 · see citing works
A theory of attention: Variations in the associability of stimuli with reinforcement
Mackintosh, N. J. (1975) · Psychological Review · doi:10.1037/h0076778 · Cited by 2,733 · see citing works
The debate over dopamine’s role in reward: the case for incentive salience
Berridge, K. C. (2007) · Psychopharmacology · doi:10.1007/s00213-006-0578-x · Cited by 2,347 · see citing works
Self-citationDiscrete coding of reward probability and uncertainty by dopamine neurons
Fiorillo, C. D., Tobler, P. N., & Schultz, W. (2003) · Science · doi:10.1126/science.1077349 · Cited by 2,085 · see citing works
A framework for mesencephalic dopamine systems based on predictive Hebbian learning
Montague, P., Dayan, P., & Sejnowski, T. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-05-01936.1996 · Cited by 2,066 · see citing works
The psychology and neurobiology of addiction: an incentive–sensitization view
Robinson, T. E., & Berridge, K. C. (2000) · Addiction · doi:10.1046/j.1360-0443.95.8s2.19.x · Cited by 1,507 · see citing works
Self-citationIkemoto, S., & Panksepp, J. (1999) · Brain Research Reviews · doi:10.1016/s0165-0173(99)00023-5 · Cited by 1,450 · see citing works
Pavlovian conditioning and its proper control procedures.
Rescorla, R. A. (1967) · Psychological Review · doi:10.1037/h0024109 · Cited by 1,369 · see citing works
Schultz, W., Apicella, P., & Ljungberg, T. (1993) · The Journal of Neuroscience · doi:10.1523/jneurosci.13-03-00900.1993 · Cited by 1,291 · see citing works
A selective role for dopamine in stimulus-reward learning
Flagel, S. B., Clark, J. J., Robinson, T. E., Mayo, L., Czuj, A., Willuhn, I., Akers, C. A., Clinton, S. M., Phillips, P. E. M., & Akil, H. (2011) · Nature · doi:10.1038/nature09588 · Cited by 1,026 · see citing works
Neuroeconomics: decision making and the brain
(2014) · Choice Reviews Online · doi:10.5860/choice.51-5702 · Cited by 1,020 · see citing works
Production of Polydipsia in Normal Rats by an Intermittent Food Schedule
Falk, J. L. (1961) · Science · doi:10.1126/science.133.3447.195 · Cited by 717 · see citing works
From prediction error to incentive salience: mesolimbic computation of reward motivation.
Berridge, K. C. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.07990.x · Cited by 700 · see citing works
Self-citationNeural differentiation of expected reward and risk in human subcortical structures
Preuschoff, K., Bossaerts, P., & Quartz, S. R. (2006) · Neuron · doi:10.1016/j.neuron.2006.06.024 · Cited by 692 · see citing works
Neuroeconomics: Decision Making and the Brain
Rushworth, M. F. S., & Walton, M. E. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.005 · Cited by 669 · see citing works
Doya, K. (2008) · Nature Neuroscience · doi:10.1038/nn2077 · Cited by 642 · see citing works
Stephens, D. W., & Krebs, J. R. (1987) · Princeton University Press eBooks · doi:10.1515/9780691206790 · Cited by 621 · see citing works
Risky Theories—The Effects of Variance on Foraging Decisions
Kacelnik, A., & Melissa Bateson, B. (1996) · American Zoologist · doi:10.1093/icb/36.4.402 · Cited by 571 · see citing works
Flagel, S. B., Akil, H., & Robinson, T. E. (2009) · Neuropharmacology · doi:10.1016/j.neuropharm.2008.06.027 · Cited by 561 · see citing works
Operant-Pavlovian Interactions
Davis, H., & Hurwitz, H. M. B. (2021) · Routledge eBooks · doi:10.4324/9781003150404 · Cited by 509 · see citing works
Robinson, T. E., & Flagel, S. B. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.09.006 · Cited by 416 · see citing works
Habituation in rodents: a review of behavior, neurobiology, and genetics
LEUSSIS, M., & BOLIVAR, V (2006) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2006.03.006 · Cited by 330 · see citing works
Oswald, L. M., Wong, D. F., McCaul, M., Zhou, Y., Kuwabara, H., Choi, L., Brasic, J., & Wand, G. S. (2005) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300667 · Cited by 314 · see citing works
A Neural Computational Model of Incentive Salience
Zhang, J., Berridge, K. C., Tindell, A. J., Smith, K. S., & Aldridge, J. W. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000437 · Cited by 299 · see citing works
Self-citationFlagel, S. B., Watson, S. J., Robinson, T. E., & Akil, H. (2006) · Psychopharmacology · doi:10.1007/s00213-006-0535-8 · Cited by 290 · see citing works
Free food or earned food? A review and fuzzy model of contrafreeloading
INGLIS, I. R., Forkman, B., & Lazarus, J. H. (1997) · Animal Behaviour · doi:10.1006/anbe.1996.0320 · Cited by 281 · see citing works
Tindell, A. J., Berridge, K. C., Zhang, J., Peciña, S., & Aldridge, J. W. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04411.x · Cited by 268 · see citing works
Self-citationCardinal, R. N., & Howes, N. J. (2005) · BMC Neuroscience · doi:10.1186/1471-2202-6-37 · Cited by 231 · see citing works
Mahler, S. V., & Berridge, K. C. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.3875-08.2009 · Cited by 223 · see citing works
Self-citationPeciña, S., Schulkin, J., & Berridge, K. C. (2006) · BMC Biology · doi:10.1186/1741-7007-4-8 · Cited by 194 · see citing works
Self-citationRisk-sensitivity: ambient temperature affects foraging choice
Caraco, T. B., Blanckenhorn, W. U., Gregory, G. M., Newman, J. A., Recer, G. M., & Zwicker, S. M. (1990) · Animal Behaviour · doi:10.1016/s0003-3472(05)80879-6 · Cited by 186 · see citing works
Partial reinforcement in autoshaping with pigeons
Gibbon, J., Farrell, L., Locurto, C., Duncan, H. J., & Terrace, H. S. (1980) · Animal Learning & Behavior · doi:10.3758/bf03209729 · Cited by 145 · see citing works
DiFeliceantonio, A. G., & Berridge, K. C. (2012) · Behavioural Brain Research · doi:10.1016/j.bbr.2012.02.032 · Cited by 141 · see citing works
Self-citationDynamic Computation of Incentive Salience: “Wanting” What Was Never “Liked”
Tindell, A. J., Smith, K. S., Berridge, K. C., & Aldridge, J. W. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.2499-09.2009 · Cited by 124 · see citing works
Self-citationContext-dependent, risk-sensitive foraging preferences in wild rufous hummingbirds
Hurly, T. A., & Oseen, M. D. (1999) · Animal Behaviour · doi:10.1006/anbe.1999.1130 · Cited by 120 · see citing works
Unpredictable saccharin reinforcement enhances locomotor responding to amphetamine
Singer, B. F., Scott-Railton, J., & Vezina, P. (2012) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.09.003 · Cited by 117 · see citing works
NEUROBIOLOGICAL CONSTRAINTS ON BEHAVIORAL MODELS OF MOTIVATION
Nader, K., Bechara, A., & van der Kooy, D. (1997) · Annual Review of Psychology · doi:10.1146/annurev.psych.48.1.85 · Cited by 105 · see citing works
Washington, DC: Society for Neuroscience, 2011
Booth, C., Nowacki, J., Tsaneva-Atanasova, K., Brown, J. C. K., & Randall, A. D. (2011) · Cited by 93 · see citing works
Transient activation of midbrain dopamine neurons by reward risk
Fiorillo, C. D. (2011) · Neuroscience · doi:10.1016/j.neuroscience.2011.09.037 · Cited by 90 · see citing works
Conditioning from an information processing perspective
Gallistel, C. R. (2003) · Behavioural Processes · doi:10.1016/s0376-6357(03)00019-6 · Cited by 89 · see citing works
Lomanowska, A. M., Lovic, V., Rankine, M. J., Mooney, S. J., Robinson, T. E., & Kraemer, G. W. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.01.033 · Cited by 87 · see citing works
Striatal dopamine release codes uncertainty in pathological gambling
Linnet, J., Mouridsen, K., Peterson, E., Møller, A., Doudet, D. J., & Gjedde, A. (2012) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2012.04.012 · Cited by 82 · see citing works
Tomie, A., Aguado, A., Pohorecky, L. A., & Benjamin, D. (2000) · Pharmacology Biochemistry and Behavior · doi:10.1016/s0091-3057(99)00241-5 · Cited by 78 · see citing works
The uncertainty processing theory of motivation
Anselme, P. (2009) · Behavioural Brain Research · doi:10.1016/j.bbr.2009.12.020 · Cited by 75 · see citing works
Self-citationEnvironmental enrichment reduces attribution of incentive salience to a food-associated stimulus
Beckmann, J. S., & Bardo, M. T. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.09.021 · Cited by 61 · see citing works
CONTRAFREELOADING IN STARLINGS: TESTING THE INFORMATION HYPOTHESIS
Bean, Mason, G. J., & Bateson, M. (1999) · Behaviour · doi:10.1163/156853999500712 · Cited by 55 · see citing works
Shurtleff, D., Delamater, A. R., & Riley, A. L. (1983) · Animal Learning & Behavior · doi:10.3758/bf03199655 · Cited by 54 · see citing works
Tomie, A., Tirado, A. D., Yu, L., & Pohorecky, L. A. (2004) · Behavioural Brain Research · doi:10.1016/j.bbr.2003.11.006 · Cited by 49 · see citing works
[Decision making and the brain].
Sakagami, M. (2004) · PubMed · Cited by 46 · see citing works
The Foraging Behaviour of Mongolian Gerbils: a Behavioural Need or a Need To Know?
Forkman, B. (1996) · Behaviour · doi:10.1163/156853996x00071 · Cited by 43 · see citing works
The Influence of Partial Reinforcement on Serial Autoshaping with Pigeons
Collins, D. L., Young, D. B., Davies, K., & Pearce, J. M. (1983) · The Quarterly Journal of Experimental Psychology Section B · doi:10.1080/14640748308400893 · Cited by 42 · see citing works
Tail pinch induced stress-arousal facilitates brain stimulation reward
Katz, R. J., & Roth, K. A. (1979) · Physiology & Behavior · doi:10.1016/0031-9384(79)90422-0 · Cited by 37 · see citing works
Funamizu, A., Ito, M., Doya, K., Kanzaki, R., & Takahashi, H. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.08025.x · Cited by 24 · see citing works
Davey, G. C. L., Cleland, G. G., & Oakley, D. A. (1982) · Animal Learning & Behavior · doi:10.3758/bf03212279 · Cited by 24 · see citing works
Free-choice preference under uncertainty
Ono, K. (2000) · Behavioural Processes · doi:10.1016/s0376-6357(00)00069-3 · Cited by 19 · see citing works
The Effect of Uncertainty On the Food Intake of the Mongolian Gerbil
Forkman, B. (1993) · Behaviour · doi:10.1163/156853993x00579 · Cited by 18 · see citing works
Anselme, P., Robinson, M. J. F., DiFeliceantonio, A. G., & Berridge, K. C. (2011) · ORBi (University of Liège) · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
1 of the 61 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Roles of "wanting" and "liking" in motivating behavior: gambling, food, and drug addictions
Robinson, M. J. F., Fischer, A. M., Ahuja, A., Lesser, E. N., & Maniates, H. (2015) · Current topics in behavioral neurosciences · doi:10.1007/7854_2015_387 · Cited by 247 · see citing works
Self-citationLawrence, N., Verbruggen, F., Morrison, S., Adams, R. C., & Chambers, C. (2014) · Appetite · doi:10.1016/j.appet.2014.11.006 · Cited by 194 · see citing works
Robinson, M. J. F., Burghardt, P. R., Patterson, C. M., Nobile, C. W., Akil, H., Watson, S. J., Berridge, K. C., & Ferrario, C. R. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.71 · Cited by 185 · see citing works
Self-citationNeurobiological basis of individual variation in stimulus-reward learning
Flagel, S. B., & Robinson, T. E. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2016.12.004 · Cited by 165 · see citing works
Sign Tracking, but Not Goal Tracking, is Resistant to Outcome Devaluation
Morrison, S. E., Bamkole, M. A., & Nicola, S. M. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00468 · Cited by 137 · see citing works
The Incentive-Sensitization Theory of Addiction 30 Years On
Robinson, T. E., & Berridge, K. C. (2024) · Annual Review of Psychology · doi:10.1146/annurev-psych-011624-024031 · Cited by 137 · see citing works
Self-citationRobinson, M. J. F., Anselme, P., Fischer, A. M., & Berridge, K. C. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.03.004 · Cited by 123 · see citing works
Self-citationRobinson, M. J. F., Anselme, P., Suchomel, K., & Berridge, K. C. (2015) · Behavioral Neuroscience · doi:10.1037/bne0000064 · Cited by 111 · see citing works
Self-citationRats that sign-track are resistant to Pavlovian but not instrumental extinction
Ahrens, A. M., Singer, B. F., Fitzpatrick, C. J., Morrow, J. D., & Robinson, T. E. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2015.07.055 · Cited by 112 · see citing works
Burger, K. S., & Stice, E. M. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.05.066 · Cited by 109 · see citing works
What motivates gambling behavior? Insight into dopamine's role
Anselme, P., & Robinson, M. J. F. (2013) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2013.00182 · Cited by 106 · see citing works
Self-citationHow foraging works: Uncertainty magnifies food-seeking motivation
Anselme, P., & Güntürkün, O. (2018) · Behavioral and Brain Sciences · doi:10.1017/s0140525x18000948 · Cited by 103 · see citing works
Self-citationLearning to lose control: A process-based account of behavioral addiction
Perales, J. C., King, D. L., Navas, J. F., Schimmenti, A., Sescousse, G., Starcevic, V., van Holst, R. J., & Billieux, J. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.12.025 · Cited by 101 · see citing works
Affective Value in the Predictive Mind
Van De Cruys, S. (2017) · Theoretical Philosophy/MIND Group – JGU Mainz · doi:10.15502/9783958573253 · Cited by 100 · see citing works
Adams, R., Lawrence, N., Verbruggen, F., & Chambers, C. (2017) · Appetite · doi:10.1016/j.appet.2016.11.014 · Cited by 104 · see citing works
Meyer, P., Cogan, E. S., & Robinson, T. E. (2014) · PLoS ONE · doi:10.1371/journal.pone.0098163 · Cited by 93 · see citing works
Exposure to conditions of uncertainty promotes the pursuit of amphetamine
Mascia, P., Neugebauer, N. M., Brown, J., Bubula, N., Nesbitt, K. M., Kennedy, R. T., & Vezina, P. (2018) · Neuropsychopharmacology · doi:10.1038/s41386-018-0099-4 · Cited by 91 · see citing works
Anselme, P., & Robinson, M. J. F. (2019) · Cambridge University Press eBooks · doi:10.1017/9781316823279.009 · Cited by 90 · see citing works
Self-citationWhen good news leads to bad choices
McDevitt, M. A., Dunn, R. M., Spetch, M. L., & Ludvig, E. A. (2016) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.192 · Cited by 89 · see citing works
Motivational control of sign-tracking behaviour: A theoretical framework
Anselme, P. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.03.014 · Cited by 82 · see citing works
Self-citation“Wanting,” “liking,” and their relation to consciousness.
Anselme, P., & Robinson, M. J. F. (2015) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000090 · Cited by 73 · see citing works
Self-citationHellberg, S. N., Levit, J. D., & Robinson, M. J. F. (2018) · Behavioural Brain Research · doi:10.1016/j.bbr.2017.09.036 · Cited by 70 · see citing works
Self-citationSex Differences in Demand for Highly Palatable Foods: Role of the Orexin System
Freeman, L. R., Bentzley, B. S., James, M. H., & Aston‐Jones, G. (2020) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyaa040 · Cited by 70 · see citing works
Dopamine, motivation, and the evolutionary significance of gambling-like behaviour
Anselme, P. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2013.07.039 · Cited by 69 · see citing works
Self-citationHellberg, S. N., Russell, T. I., & Robinson, M. J. F. (2019) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-018-00662-3 · Cited by 65 · see citing works
“…an uncertain rather than a certain reward schedule (where both the chances of receiving a reward and the magnitude of this reward vary) significantly increases the attention and attraction directed to the reward cue, making uncertain reward-related cues appear more Bwanted^(Anselme et al., 2013).”
InfluentialSelf-citationSuboptimal choice in rats: Incentive salience attribution promotes maladaptive decision-making
Chow, J. J., Smith, A. P., Wilson, A. G., Zentall, T. R., & Beckmann, J. S. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.12.013 · Cited by 64 · see citing works
Nicotinic receptors in the ventral tegmental area promote uncertainty-seeking
Naudé, J., Tolu, S., Dongelmans, M., Torquet, N., Valverde, S., Rodriguez, G., Pons, S., Maskos, U., Mourot, A., Marti, F., et al. (2016) · Nature Neuroscience · doi:10.1038/nn.4223 · Cited by 61 · see citing works
Should I stop or should I go? The role of associations and expectancies.
Best, M., Lawrence, N., Logan, G. D., McLaren, I. P. L., & Verbruggen, F. (2015) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0000116 · Cited by 57 · see citing works
Seeking motivation and reward: Roles of dopamine, hippocampus, and supramammillo-septal pathway
Kesner, A. J., Calva, C. B., & Ikemoto, S. (2022) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2022.102252 · Cited by 56 · see citing works
Incentive salience attribution under reward uncertainty: A Pavlovian model
Anselme, P. (2014) · Behavioural Processes · doi:10.1016/j.beproc.2014.10.016 · Cited by 52 · see citing works
Self-citationPatitucci, E., Nelson, A. J. D., Dwyer, D. M., & Honey, R. C. (2016) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000116 · Cited by 48 · see citing works
Riaz, M. S., Bohlen, M. O., Gunter, B. W., Henry, Q., Stockmeier, C. A., & Paul, I. A. (2015) · Physiology & Behavior · doi:10.1016/j.physbeh.2015.09.005 · Cited by 49 · see citing works
Hernandez, C. E., Hinch, G. N., Lea, J. M., Ferguson, D. M., & Lee, C. (2014) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2014.12.002 · Cited by 48 · see citing works
Srey, C. S., Maddux, J.-M. N., & Chaudhri, N. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00054 · Cited by 46 · see citing works
Deficits in context-dependent adaptive coding of reward in schizophrenia
Kirschner, M., Hager, O. M., Bischof, M., Hartmann-Riemer, M. N., Kluge, A., Seifritz, E., Tobler, P. N., & Kaiser, S. (2016) · npj Schizophrenia · doi:10.1038/npjschz.2016.20 · Cited by 43 · see citing works
Unbridle biomedical research from the laboratory cage
Lahvis, G. P. (2017) · eLife · doi:10.7554/elife.27438 · Cited by 43 · see citing works
HeiDI: A model for Pavlovian learning and performance with reciprocal associations.
Honey, R. C., Dwyer, D. M., & Iliescu, A. F. (2020) · Psychological Review · doi:10.1037/rev0000196 · Cited by 44 · see citing works
From sign-tracking to attentional bias: Implications for gambling and substance use disorders
Anselme, P., & Robinson, M. J. F. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.109861 · Cited by 41 · see citing works
Self-citationBrenes, J. C., & Schwarting, R. K. W. (2015) · Physiology & Behavior · doi:10.1016/j.physbeh.2015.05.012 · Cited by 42 · see citing works
Neurobehavioral Effects of Restricted and Unpredictable Environmental Enrichment in Rats
Rojas‐Carvajal, M., Sequeira‐Cordero, A., & Brenes, J. C. (2020) · Frontiers in Pharmacology · doi:10.3389/fphar.2020.00674 · Cited by 41 · see citing works
Lee, B., Gentry, R. N., Bissonette, G. B., Herman, R. J., Mallon, J. J., Bryden, D. W., Calu, D. J., Schoenbaum, G. M., Coutureau, É., Marchand, A. R., et al. (2018) · PLoS Biology · doi:10.1371/journal.pbio.2004015 · Cited by 38 · see citing works
Individual Differences in the Attribution of Incentive Salience to a Pavlovian Alcohol Cue
Villaruel, F. R., & Chaudhri, N. (2016) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2016.00238 · Cited by 35 · see citing works
Aberrant orbitofrontal cortex reactivity to erotic cues in compulsive sexual behavior disorder
Golec, K., Draps, M., Stark, R., Pluta, A., & Gola, M. (2021) · Journal of Behavioral Addictions · doi:10.1556/2006.2021.00051 · Cited by 36 · see citing works
Porges, E. C., & Decety, J. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00447 · Cited by 34 · see citing works
Directing Technology Addiction Research in Information Systems
Serenko, A., & Turel, O. (2020) · ACM SIGMIS Database the DATABASE for Advances in Information Systems · doi:10.1145/3410977.3410982 · Cited by 35 · see citing works
Khassawneh, O., & Mohammad, T. (2022) · Journal of Business Strategy Finance and Management · doi:10.12944/jbsfm.04.01.08 · Cited by 33 · see citing works
The habenula governs the attribution of incentive salience to reward predictive cues
Danna, C. L., Shepard, P. D., & Elmer, G. I. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00781 · Cited by 31 · see citing works
Sex and strain influence attribution of incentive salience to reward cues in mice
Dickson, P. E., McNaughton, K. A., Hou, L., Anderson, L. C., Long, K. H., & Chesler, E. J. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2015.05.039 · Cited by 30 · see citing works
Pavlovian Conditioned Approach Training in Rats
Fitzpatrick, C. J., & Morrow, J. D. (2016) · Journal of Visualized Experiments · doi:10.3791/53580 · Cited by 29 · see citing works
Ahrens, A. M., Ferguson, L. M., Robinson, T. E., & Aldridge, J. W. (2018) · eNeuro · doi:10.1523/eneuro.0328-17.2018 · Cited by 25 · see citing works
Evidence of structure and persistence in motivational attraction to serial Pavlovian cuesPreprint
Smedley, E. B., & Smith, K. S. (2018) · Learning & Memory · doi:10.1101/lm.046599.117 · Cited by 26 · see citing works
Modifying food items valuation and weight with gamified executive control training
Najberg, H., Rigamonti, M., Mouthon, M., & Spierer, L. (2021) · Royal Society Open Science · doi:10.1098/rsos.191288 · Cited by 24 · see citing works
Does reward unpredictability reflect risk?
Anselme, P. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.12.003 · Cited by 25 · see citing works
Self-citationNeurocognitive Components of Gambling Disorder
Navas, J. F., Billieux, J., Verdejo‐García, A., & Perales, J. C. (2019) · Routledge eBooks · doi:10.4324/9780429490750-7 · Cited by 24 · see citing works
Cornil, A., Long, J., Rothen, S., Perales, J. C., de Timary, P., & Billieux, J. (2019) · Addictive Behaviors · doi:10.1016/j.addbeh.2019.02.023 · Cited by 25 · see citing works
Myers, K. P., Majewski, M., Schaefer, D., & Tierney, A. (2022) · Appetite · doi:10.1016/j.appet.2022.106120 · Cited by 23 · see citing works
How unpredictable access to food increases the body fat of small passerines: A mechanistic approach
Anselme, P., Otto, T., & Güntürkün, O. (2017) · Behavioural Processes · doi:10.1016/j.beproc.2017.08.013 · Cited by 22 · see citing works
Self-citationLópez, P., Alba, R., & Orduña, V. (2017) · Behavioural Brain Research · doi:10.1016/j.bbr.2017.12.028 · Cited by 22 · see citing works
Palmatier, M. I., Kellicut, M. R., Brianna Sheppard, A., Brown, R. W., & Robinson, D. L. (2014) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2014.08.012 · Cited by 21 · see citing works
Derman, R. C., & Ferrario, C. R. (2018) · Physiology & Behavior · doi:10.1016/j.physbeh.2018.03.012 · Cited by 21 · see citing works
Uncertainty modulates value-driven attentional capture
Cho, S. A., & Cho, Y. S. (2020) · Attention Perception & Psychophysics · doi:10.3758/s13414-020-02171-3 · Cited by 25 · see citing works
Robinson, M. J. F., Clibanoff, C., Freeland, C. M., Knes, A. S., Cote, J. R., & Russell, T. I. (2019) · Behavioural Brain Research · doi:10.1016/j.bbr.2019.111971 · Cited by 20 · see citing works
Self-citationBacharach, S. Z., Nasser, H. M., Zlebnik, N. E., Dantrassy, H. M., Kochli, D. E., Gyawali, U., Cheer, J. F., & Calu, D. J. (2018) · Psychopharmacology · doi:10.1007/s00213-018-4993-6 · Cited by 19 · see citing works
A Biosocial Model of Affective Decision Making
Kitayama, S., & Tompson, S. (2015) · Advances in experimental social psychology · doi:10.1016/bs.aesp.2015.04.001 · Cited by 9 · see citing works
The nature of phenotypic variation in Pavlovian conditioning.
Iliescu, A. F., Hall, J., Wilkinson, L. S., Dwyer, D. M., & Honey, R. C. (2018) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000177 · Cited by 18 · see citing works
20 Years of Aberrant Salience in Psychosis: What Have We Learned?
Corlett, P. R., & Fraser, K. M. (2025) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20240556 · Cited by 21 · see citing works
The impact of a junk-food diet during development on ‘wanting’ and ‘liking’
Lesser, E. N., Arroyo-Ramirez, A., Mi, S. J., & Robinson, M. J. F. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.09.041 · Cited by 17 · see citing works
Self-citationRefinement on the Way Towards Replacement: Are We Doing What We Can?
Herrmann, K. (2019) · BRILL eBooks · doi:10.1163/9789004391192_002 · Cited by 18 · see citing works
Russell, T. I., & Robinson, M. J. F. (2019) · Behavioral Neuroscience · doi:10.1037/bne0000311 · Cited by 17 · see citing works
Self-citationSmith, A. P., Hofford, R. S., Zentall, T. R., & Beckmann, J. S. (2018) · Psychopharmacology · doi:10.1007/s00213-018-4851-6 · Cited by 16 · see citing works
Marshall, A. T., & Ostlund, S. B. (2018) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.047621.118 · Cited by 18 · see citing works
Noritake, A., & Nakamura, K. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00247.2018 · Cited by 15 · see citing works
Maladaptive consequences of repeated intermittent exposure to uncertainty
Mascia, P., Wang, Q., Brown, J., Nesbitt, K. M., Kennedy, R. T., & Vezina, P. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.109864 · Cited by 15 · see citing works
Probing the role of reward expectancy in Pavlovian-instrumental transfer
Ostlund, S. B., & Marshall, A. T. (2021) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2021.04.021 · Cited by 14 · see citing works
Acquiring competence from both extrinsic and intrinsic rewards
Anselme, P., & Hidi, S. E. (2024) · Learning and Instruction · doi:10.1016/j.learninstruc.2024.101939 · Cited by 14 · see citing works
Self-citationUncertainty processing in bees exposed to free choices: Lessons from vertebrates
Anselme, P. (2018) · Psychonomic Bulletin & Review · doi:10.3758/s13423-018-1441-x · Cited by 14 · see citing works
Self-citationWiehler, A., & Peters, J. (2024) · Computational Psychiatry · doi:10.5334/cpsy.104 · Cited by 22 · see citing works
Enhanced exploratory activity in woodlice exposed to random visuo-tactile patterns
Anselme, P. (2015) · Learning and Motivation · doi:10.1016/j.lmot.2014.09.002 · Cited by 13 · see citing works
Self-citationBeckes, L., Simons, K. J., Lewis, D., Le, A., & Edwards, W. L. (2016) · Social Psychological and Personality Science · doi:10.1177/1948550616671402 · Cited by 13 · see citing works
Fraser, K. M., & Janak, P. H. (2019) · Learning & Memory · doi:10.1101/lm.049320.119 · Cited by 13 · see citing works
Implementations of sign- and goal-tracking behavior in humans: A scoping review
Heck, M., Durieux, N., Anselme, P., & Quertemont, É. (2024) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-024-01230-8 · Cited by 12 · see citing works
Self-citationEvidence for motivational enhancement of sign-tracking behavior under reward uncertainty.
Anselme, P., & Robinson, M. J. F. (2019) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000213 · Cited by 11 · see citing works
Self-citationRewards interact with repetition‐dependent learning to enhance long‐term retention of motor memories
Hamel, R., Côté, K., Matte, A., Lepage, J., & Bernier, P. (2019) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.14171 · Cited by 13 · see citing works
Effects of partial reinforcement on autoshaping in inbred Roman high- and low-avoidance rats
Fuentes-Verdugo, E., Pellón, R., Papini, M. R., Torres, C., Fernández‐Teruel, A., & Anselme, P. (2020) · Physiology & Behavior · doi:10.1016/j.physbeh.2020.113111 · Cited by 12 · see citing works
Self-citationEagle, D. M., Schepisi, C., Chugh, S., Desai, S., Han, S. Y. S., Huang, T., Lee, J. J., Sobala, C., Ye, W., Milton, A. L., et al. (2020) · Psychopharmacology · doi:10.1007/s00213-020-05636-3 · Cited by 12 · see citing works
Effort-motivated behavior resolves paradoxes in appetitive conditioning
Anselme, P. (2021) · Behavioural Processes · doi:10.1016/j.beproc.2021.104525 · Cited by 12 · see citing works
Self-citationDual Reward Prediction Components Yield Pavlovian Sign- and Goal-Tracking
Kaveri, S., & Nakahara, H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108142 · Cited by 11 · see citing works
Sources of maladaptive behavior in ‘normal’ organisms
Miller, R. R., & Polack, C. W. (2017) · Behavioural Processes · doi:10.1016/j.beproc.2017.12.017 · Cited by 13 · see citing works
Psychobiology of gambling-related cognitions in gambling disorder
de Lara, C. M. R., & Perales, J. C. (2019) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2019.11.012 · Cited by 10 · see citing works
Dinu, L. M., Georgescu, A. L., Singh, S. N., Byrom, N., Overton, P. G., Singer, B. F., & Dommett, E. J. (2024) · Behavioural Brain Research · doi:10.1016/j.bbr.2024.114846 · Cited by 13 · see citing works
Dopaminergic and prefrontal dynamics co-determine mouse decisions in a spatial gambling task
Bousseyrol, E., Didienne, S., Takillah, S., Solié, C., Côme, M., Yahia, T. A., Mondoloni, S., Vicq, É., Tricoire, L., Mourot, A., et al. (2023) · Cell Reports · doi:10.1016/j.celrep.2023.112523 · Cited by 10 · see citing works
Effects of predictive and incentive value manipulation on sign- and goal-tracking behavior
Maria-Rios, C. E., Fitzpatrick, C. J., Czesak, F. N., & Morrow, J. D. (2019) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2023.107796 · Cited by 10 · see citing works
Tabbara, R. I., Maddux, J.-M. N., Beharry, P. F., Iannuzzi, J., & Chaudhri, N. (2016) · Behavioral Neuroscience · doi:10.1037/bne0000138 · Cited by 10 · see citing works
Foraging motivation favors the occurrence of Lévy walks
Anselme, P., Otto, T., & Güntürkün, O. (2017) · Behavioural Processes · doi:10.1016/j.beproc.2017.12.014 · Cited by 10 · see citing works
Self-citationInguscio, B. M. S., Cartocci, G., Modica, E., Rossi, D., Martinez-Levy, A. C., Cherubino, P., Tamborra, L., & Babiloni, F. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.06.010 · Cited by 10 · see citing works
Searching for inhibition of return in the rat using the covert orienting of attention task
Wagner, U., Baker, L. M., & Rostron, C. L. (2014) · Animal Cognition · doi:10.1007/s10071-014-0745-0 · Cited by 10 · see citing works
Wiehler, A., & Peters, J. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.06.03.131359 · Cited by 10 · see citing works
Flexible control of Pavlovian-instrumental transfer based on expected reward value.
Marshall, A. T., Halbout, B., Munson, C. N., Hutson, C., & Ostlund, S. B. (2023) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000348 · Cited by 9 · see citing works
Overmatching under food uncertainty in foraging pigeons
Anselme, P., Wittek, N., Oeksuez, F., & Güntürkün, O. (2022) · Behavioural Processes · doi:10.1016/j.beproc.2022.104728 · Cited by 9 · see citing works
Self-citationSeeking Pleasure, Finding Trouble: Functions and Dysfunctions of Trait Sensation Seeking
Chase, H. W., & Ghane, M. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00484-5 · Cited by 9 · see citing works
- Authors
- Anselme, P., Robinson, M. J. F., & Berridge, K. C.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Anselme, Patrick
- Venue
- Behavioural Brain Research
- Publisher
- Elsevier BV
- Published
- 2013-02
- Volume
- 238
- Pages
- 53-61
- ISSN
- 0166-4328 (ISSN-L)
- PMC
- PMC4066390
- OpenAlex
- W2111104955
- Cited by
- 170
- References
- 61
- Citations by year
- 2026: 9 · 2025: 8 · 2024: 13 · 2023: 9 · 2022: 14 · 2021: 8 · 2020: 17 · 2019: 18 · 2018: 19 · 2017: 10 · 2016: 13 · 2015: 14 · 2014: 12 · 2013: 5
- FWCI
- 4.09
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Behavioural Brain Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Open Repository and Bibliography (University of Liège) (submittedVersion)
- Funders
- Belgian American Educational Foundation
- Educational Foundation of America
- National Institutes of Health
- National Institute of Mental Health (MH-63649, R01MH063649)
- National Institute on Drug Abuse (R01DA015188, DA015188-01-A1)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- reward uncertainty, incentive salience, sign-tracking, goal tracking, classical conditioning, reward probability, reward magnitude, autoshaping, motivation
- MeSH terms
- Animals, Attention, Behavior, Animal, Conditioning, Classical, Female, Motivation, Reward, Rats, Sprague-Dawley, Uncertainty, Rats
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review