The DOI matches its Crossref record; 73 of the 85 references it cites were found in a registry or an index, and 1 are not checked yet.
Habitual versus Goal-directed Action Control in Parkinson Disease
Open accessAbstract
This study presents the first direct investigation of the hypothesis that dopamine depletion of the dorsal striatum in mild Parkinson disease leads to impaired stimulus-response habit formation, thereby rendering behavior slow and effortful. However, using an instrumental conflict task, we show that patients are able to rely on direct stimulus-response associations when a goal-directed strategy causes response conflict, suggesting that habit formation is not impaired. If anything our results suggest a disease severity-dependent deficit in goal-directed behavior. These results are discussed in the context of Parkinson disease and the neurobiology of habitual and goal-directed behavior.
Overview
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
Verification
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?
In the citing paper
“one attempt to test this found results that indicated it was goal-directed learning that appeared to be impaired in patients with this neurodegenerative disease (Nelson and Killcross, 2006, de Wit et al., 2011).”
From The role of habit in compulsivity (2016) · cites this paper as de Wit et al., 2011
In the citing paper
“Briefly, the instrumental learning task was developed to distinguish between goal-directed and habit-based learning,19 and has been used successfully in studies to establish habits in both animals and humans.24,41, 42, 43, 44”
From Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients (2013) · cites this paper as [42]
In the citing paper
“Indeed, previous studies have demonstrated that both humans and animals adopt an S–R habitual learning strategy to solve this incongruent trial type.19,41, 42, 43, 44”
From Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients (2013) · cites this paper as [42]
In the citing paper
“In these trials, goal-directed learning is disadvantageous, and performance relies solely on habitual control via direct S–R associations.”
From Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients (2013) · cites this paper as [42]
In the citing paper
“For example, patients with Parkinson's disease show an imbalance between goal-directed and habit learning.42”
From Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients (2013) · cites this paper as [42]
In the citing paper
“They also showed that (goal-directed) performance in a posttraining devaluation test covaried negatively with disease severity, arguing that model-based influences were impaired.”
From Goals and Habits in the Brain (2013) · cites this paper as de Wit et al., 2011
In the citing paper
“They showed that subjects with the disease could solve the task, arguing that habit formation may not have been eliminated.”
From Goals and Habits in the Brain (2013) · cites this paper as de Wit et al., 2011
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
An inventory for measuring depression
BECK, A. T. (1961) · Archives of General Psychiatry · doi:10.1001/archpsyc.1961.01710120031004 · Cited by 38,032
James, W. (1891) · Personality Culture Society · doi:10.1037/11059-000 · Cited by 25,876
Studies of interference in serial verbal reactions
Stroop, J. R. (1935) · Journal of Experimental Psychology · doi:10.1037/h0054651 · Cited by 18,622
Parkinsonism: onset, progression, and mortality
Hoehn, M. M., & Yahr, M. D. (1967) · Neurology · doi:10.1212/wnl.17.5.427 · Cited by 12,107
Dopamine, learning and motivation.
Wise, R. A. (2004) · Nature Reviews Neuroscience · doi:10.1038/nrn1406 · Cited by 3,379 · cited 2×
“crucially involved in this process (Wise, 2004), and the dopaminergic projection from the substantia nigra to the dorsal striatum has been implicated in the reinforcement”
Unified Parkinson's Disease Rating Scale
(2012) · Springer eBooks · doi:10.1007/springerreference_184495 · Cited by 3,071
Daw, N. D., Niv, Y., & Dayan, P. (2005) · Nature Neuroscience · doi:10.1038/nn1560 · Cited by 2,533
Purposive Behavior in Animals and Men
Rodhom, C., & Tolman, E. C. (1950) · The American Journal of Psychology · doi:10.2307/1418946 · Cited by 2,455
The role of the basal ganglia in habit formation
Yin, H. H., & Knowlton, B. J. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1919 · Cited by 2,402
Recent developments in Parkinson's disease
Fahn, S., Elton, R., MARSDEN, C. D., Calne, D. B., & Goldstein, M. (1986) · Raven Press eBooks · Cited by 2,306
Research works printed but not linked: 2
- Mishkin, 1984, Memories and habits: Two neural systems., 65
- Nelson, 1982, National Adult Reading Test (NART) test manual.
Cited by
Sorted by citations
Goal-directed and habitual control in the basal ganglia: implications for Parkinson's disease
Redgrave, P., Rodriguez, M., Smith, Y., Rodriguez-Oroz, M. C., Lehericy, S., Bergman, H., Agid, Y., DeLong, M. R., & Obeso, J. A. (2010) · Nature reviews. Neuroscience · doi:10.1038/nrn2915 · Cited by 1,134
“The importance of formal testing is also highlighted by a recent report that habit formation in an instrumental conflict task was preserved in patients with Parkinson's diseas”
Dolan, R. J., & Dayan, P. (2013) · Neuron · doi:10.1016/j.neuron.2013.09.007 · Cited by 977
Gillan, C. M., Papmeyer, M., Morein-Zamir, S., Sahakian, B. J., Fineberg, N. A., Robbins, T. W., & de Wit, S. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.10071062 · Cited by 609
de Wit, S., Watson, P., Harsay, H. A., Cohen, M. X., van de Vijver, I., & Ridderinkhof, K. R. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.1088-12.2012 · Cited by 373
The ubiquity of model-based reinforcement learning
Doll, B. B., Simon, D. A., & Daw, N. D. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.08.003 · Cited by 380
A dual operator view of habitual behavior reflecting cortical and striatal dynamics
Smith, K. S., & Graybiel, A. M. (2013) · Neuron · doi:10.1016/j.neuron.2013.05.038 · Cited by 324
Sjoerds, Z., de Wit, S., van den Brink, W., Robbins, T. W., Beekman, A. T. F., Penninx, B. W. J. H., & Veltman, D. J. (2013) · Translational Psychiatry · doi:10.1038/tp.2013.107 · Cited by 312
The role of habit in compulsivity
Gillan, C. M., Robbins, T. W., Sahakian, B. J., van den Heuvel, O. A., & van Wingen, G. (2016) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.12.033 · Cited by 292
Hogarth, L. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-0600-8 · Cited by 281
Smittenaar, P., FitzGerald, T. H. B., Romei, V., Wright, N. D., & Dolan, R. J. (2013) · Neuron · doi:10.1016/j.neuron.2013.08.009 · Cited by 244
Deserno, L., Huys, Q. J. M., Boehme, R., Buchert, R., Heinze, H.-J., Grace, A. A., Dolan, R. J., Heinz, A., & Schlagenhauf, F. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1417219112 · Cited by 233
Cognitive deficits in Parkinson's disease: A cognitive neuroscience perspective
Robbins, T. W., & Cools, R. (2014) · Movement Disorders · doi:10.1002/mds.25853 · Cited by 235
Self-citationShifting the balance between goals and habits: Five failures in experimental habit induction.
de Wit, S., Kindt, M., Knot, S. L., Verhoeven, A. A. C., Robbins, T. W., Gasull-Camós, J., Evans, M., Mirza, H., & Gillan, C. M. (2018) · Journal of Experimental Psychology General · doi:10.1037/xge0000402 · Cited by 217
Smith, K. S., & Graybiel, A. M. (2016) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2016.18.1/ksmith · Cited by 165
Dopamine and performance in a reinforcement learning task: evidence from Parkinson’s disease
Shiner, T., Seymour, B., Wunderlich, K., Hill, C. S., Bhatia, K. P., Dayan, P., & Dolan, R. J. (2012) · Brain · doi:10.1093/brain/aws083 · Cited by 157
Translational assessment of reward and motivational deficits in psychiatric disorders
Der-Avakian, A., Barnes, S. A., Markou, A., & Pizzagalli, D. A. (2015) · Current topics in behavioral neurosciences · doi:10.1007/7854_2015_5004 · Cited by 122
Dopamine selectively remediates ‘model-based’ reward learning: a computational approach
Sharp, M. E., Foerde, K., Daw, N. D., & Shohamy, D. (2015) · Brain · doi:10.1093/brain/awv347 · Cited by 133
The costs and benefits of brain dopamine for cognitive control
Cools, R. (2016) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1401 · Cited by 164
Self-citationModel-Based Control in Dimensional Psychiatry
Voon, V., Reiter, A. M. F., Sebold, M., & Groman, S. M. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.04.006 · Cited by 121
Reliance on habits at the expense of goal-directed control following dopamine precursor depletion
de Wit, S., Standing, H. R., DeVito, E. E., Robinson, O. J., Ridderinkhof, K. R., Robbins, T. W., & Sahakian, B. J. (2012) · Psychopharmacology · doi:10.1007/s00213-011-2563-2 · Cited by 105
Hogarth, L. (2012) · Journal of Experimental Psychology: Animal Behavior Processes · doi:10.1037/a0028914 · Cited by 99
Investigating habits: strategies, technologies and models
Smith, K. S., & Graybiel, A. M. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00039 · Cited by 102
Mesolimbic Dopamine Transients in Motivated Behaviors: Focus on Maternal Behavior
Robinson, D. L., Zitzman, D. L., & Williams, S. K. (2011) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2011.00023 · Cited by 89
Schad, D. J., Obst, E., Sebold, M., Garbusow, M., Bernhardt, N. R., Javadi, A., Zimmermann, U. S., Smolka, M. N., Heinz, A., Rapp, M. A., et al. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01450 · Cited by 92
Dopamine role in learning and action inference
Bogacz, R. (2020) · eLife · doi:10.7554/elife.53262 · Cited by 96
Hogarth, L., Lam‐Cassettari, C., Pacitti, H., Currah, T., Mahlberg, J., Hartley, L., & Moustafa, A. A. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.13961 · Cited by 87
Devaluation and sequential decisions: linking goal-directed and model-based behavior
Friedel, E., Koch, S., Wendt, J., Heinz, A., Deserno, L., & Schlagenhauf, F. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00587 · Cited by 85
Separate neural representations of depression, anxiety and apathy in Parkinson’s disease
Dan, R., Růžička, F., Bezdíček, O., Růžička, E., Roth, J., Vymazal, J., Goelman, G., & Jech, R. (2017) · Scientific Reports · doi:10.1038/s41598-017-12457-6 · Cited by 83
Stress-induced reliance on habitual behavior is moderated by cortisol reactivity
Smeets, T., van Ruitenbeek, P., Hartogsveld, B., & Quaedflieg, C. W. E. M. (2018) · Brain and Cognition · doi:10.1016/j.bandc.2018.05.005 · Cited by 80
The duality of everyday life: Dual-process and dual system models in social psychology.
Strack, F., & Deutsch, R. (2014) · American Psychological Association eBooks · doi:10.1037/14341-028 · Cited by 81
Lu, Y., & Shen, C. (2023) · Social Media + Society · doi:10.1177/20563051221150406 · Cited by 82
Impaired Endogenously Evoked Automated Reaching in Parkinson's Disease
Torres, E. B., Heilman, K. M., & Howard Poizner, A. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.1150-11.2011 · Cited by 66
Acute alcohol impairs human goal-directed action
Hogarth, L., Attwood, A. S., Bate, H. A., & Munafò, M. R. (2012) · Biological Psychology · doi:10.1016/j.biopsycho.2012.02.016 · Cited by 58
The cost of dopamine for dynamic cognitive control
Cools, R. (2015) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.05.007 · Cited by 79
Self-citationChersi, F., Mirolli, M., Pezzulo, G., & Baldassarre, G. (2012) · Neural Networks · doi:10.1016/j.neunet.2012.11.009 · Cited by 57
Smith, K. S., & Graybiel, A. M. (2016) · PubMed Central · Cited by 55
Striatum in stimulus–response learning via feedback and in decision making
Hiebert, N. M., Vo, A., Hampshire, A., Owen, A. M., Seergobin, K. N., & MacDonald, P. A. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.07.013 · Cited by 56
Differential Influence of Levodopa on Reward-Based Learning in Parkinson's Disease
Graef, S., Biele, G., Krugel, L. K., Marzinzik, F., Wahl, M., Wotka, J., Klostermann, F., & Heekeren, H. R. (2010) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2010.00169 · Cited by 59
Sjoerds, Z., Dietrich, A., Deserno, L., de Wit, S., Villringer, A., Heinze, H., Schlagenhauf, F., & Horstmann, A. (2016) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2016.00234 · Cited by 54
Reduced goal‐directed action control in autism spectrum disorder
Alvares, G. A., Balleine, B. W., Whittle, L., & Guastella, A. J. (2016) · Autism Research · doi:10.1002/aur.1613 · Cited by 46
Foerde, K. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.08.011 · Cited by 45
Impaired acquisition of goal-directed action in healthy aging
de Wit, S., van de Vijver, I., & Ridderinkhof, K. R. (2014) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-014-0288-5 · Cited by 41
Hogarth, L., Field, M., & Rose, A. K. (2012) · Addiction Biology · doi:10.1111/adb.12009 · Cited by 43
Dopamine promotes instrumental motivation, but reduces reward-related vigour
Grogan, J. P., Sandhu, T., Hu, M. T., & Manohar, S. (2020) · eLife · doi:10.7554/elife.58321 · Cited by 38
Bichsel, O., Gassert, R., Stieglitz, L. H., Uhl, M., Baumann‐Vogel, H., Waldvogel, D., Baumann, C. R., & Imbach, L. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.05.012 · Cited by 40
Realigning Models of Habitual and Goal-Directed Decision-Making
Miller, K. J., Ludvig, E. A., Pezzulo, G., & Shenhav, A. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-812098-9.00018-8 · Cited by 46
Dopamine Modulates the Neural Representation of Subjective Value of Food in Hungry Subjects
Medic, N., Ziauddeen, H., Vestergaard, M. D., Henning, E., Schultz, W., Farooqi, I. S., & Fletcher, P. C. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.2051-14.2014 · Cited by 38
Griffiths, O., Langdon, R. A., Pelley, M. E. L., & Coltheart, M. (2014) · Cognitive Neuropsychiatry · doi:10.1080/13546805.2014.897601 · Cited by 38
Leveraging cognitive neuroscience for making and breaking real-world habits
Buabang, E. K., Donegan, K. R., Rafei, P., & Gillan, C. M. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2024.10.006 · Cited by 34
Dasgupta, S., Wörgötter, F., & Manoonpong, P. (2014) · Frontiers in Neural Circuits · doi:10.3389/fncir.2014.00126 · Cited by 34
The involuntary nature of binge drinking: goal directedness and awareness of intention
Doñamayor, N., Strelchuk, D., Baek, K., Banca, P., & Voon, V. (2017) · Addiction Biology · doi:10.1111/adb.12505 · Cited by 36
Linnebank, F. E., Kindt, M., & de Wit, S. (2018) · Learning & Behavior · doi:10.3758/s13420-018-0313-6 · Cited by 34
An fMRI meta-analysis of the role of the striatum in everyday-life vs laboratory-developed habits
Guida, P., Michiels, M., Redgrave, P., Luque, D., & Obeso, I. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104826 · Cited by 32
Dopaminergic modulation of the updating of stimulus–response episodes in Parkinson's disease
Colzato, L. S., van Wouwe, N. C., Hommel, B., Zmigrod, S., Ridderinkhof, K. R., & Wylie, S. A. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.11.034 · Cited by 31
Hadj‐Bouziane, F., Bénatru, I., Brovelli, A., Klinger, H., Thobois, S., Broussolle, E., Boussaoud, D., & Meunier, M. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00351 · Cited by 30
Gera, R., Or, M. B., Tavor, I., Roll, D., Cockburn, J., Barak, S., Tricomi, E. M., O’Doherty, J. P., & Schönberg, T. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.120002 · Cited by 36
Preservation of function in Parkinson's disease: What's learning got to do with it?
Beeler, J. A. (2011) · Brain Research · doi:10.1016/j.brainres.2011.09.040 · Cited by 29
Weissengruber, S., Lee, S. W., O’Doherty, J. P., & Ruff, C. C. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz019 · Cited by 28
Bogdanov, M., Timmermann, J. E., Gläscher, J. P., Hummel, F. C., & Schwabe, L. (2018) · Scientific Reports · doi:10.1038/s41598-018-27678-6 · Cited by 27
Implicit sequence learning in people with Parkinson’s disease
Gamble, K. R., Cummings, T. J., Jr., Lo, S. E., Ghosh, P., Howard, J. H., & Howard, D. V. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00563 · Cited by 32
Natsheh, J. Y., & Shiflett, M. W. (2018) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2018.00045 · Cited by 29
Gruszka, A., Hampshire, A., Barker, R. A., & Owen, A. M. (2017) · Cortex · doi:10.1016/j.cortex.2017.05.020 · Cited by 25
Self-citationColzato, L. S., Zmigrod, S., & Hommel, B. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3553-x · Cited by 24
Giangrasso, D. M., Furlong, T. M., & Keefe, K. A. (2019) · Neurobiology of Disease · doi:10.1016/j.nbd.2019.104673 · Cited by 24
Succumb to habit: Behavioral evidence for overreliance on habit learning in Internet addicts
Zhou, B., Wang, W., Zhang, W., Li, Y., & Nie, J. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.08.030 · Cited by 23
Hartogsveld, B., Quaedflieg, C. W. E. M., van Ruitenbeek, P., & Smeets, T. (2021) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2021.105596 · Cited by 21
Yanovich, P., Isenhower, R. W., Sage, J., & Torres, E. B. (2013) · PLoS ONE · doi:10.1371/journal.pone.0066757 · Cited by 18
Dopamine is associated with prioritization of reward-associated memories in Parkinson’s disease
Sharp, M. E., Duncan, K. D., Foerde, K., & Shohamy, D. (2020) · Brain · doi:10.1093/brain/awaa182 · Cited by 20
Resolution of outcome-induced response conflict by humans after extended training
de Wit, S., Ridderinkhof, K. R., Fletcher, P. C., & Dickinson, A. (2012) · Psychological Research · doi:10.1007/s00426-012-0467-3 · Cited by 24
Self-citationPritchard, T., Weidemann, G., & Hogarth, L. (2017) · Cognition & Emotion · doi:10.1080/02699931.2017.1359017 · Cited by 19
Mi, T., Zhang, W., Li, Y., Liu, A., Ren, Z., & Chan, P. (2021) · Frontiers in Neurology · doi:10.3389/fneur.2021.720293 · Cited by 18
Li, Y., Pan, X., He, Y., Ruan, Y., Huang, L., Zhou, Y., Hou, Z., He, C., Wang, Z., Zhang, X., et al. (2018) · Frontiers in Pharmacology · doi:10.3389/fphar.2018.00393 · Cited by 17
Problematic eating as an issue of habitual control
Pierce-Messick, Z. J., & Corbit, L. H. (2021) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2021.110294 · Cited by 16
van Ruitenbeek, P., Quaedflieg, C. W. E. M., Hernaus, D., Hartogsveld, B., & Smeets, T. (2021) · Journal of Psychopharmacology · doi:10.1177/02698811211044679 · Cited by 16
An experimental investigation of breaking learnt habits with verbal implementation intentions
Verhoeven, A. A. C., Kindt, M., Zomer, C. L., & de Wit, S. (2017) · Acta Psychologica · doi:10.1016/j.actpsy.2017.05.008 · Cited by 15
The Role of Habits in Maladaptive Behaviour and Therapeutic Interventions
Verhoeven, A. A. C., & de Wit, S. (2018) · Springer eBooks · doi:10.1007/978-3-319-97529-0_16 · Cited by 18
A model-based quantification of action control deficits in Parkinson's disease
Servant, M., van Wouwe, N. C., Wylie, S. A., & Logan, G. D. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.01.014 · Cited by 16
Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease
O’Callaghan, C., Moustafa, A. A., de Wit, S., Shine, J. M., Robbins, T. W., Lewis, S. J. G., & Hornberger, M. (2013) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2013.00180 · Cited by 14
Dissociable habits of response preparation versus response initiation
Du, Y., & Haith, A. M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02215-4 · Cited by 13
He, Y., Huang, L., Wang, K., Pan, X., Cai, Q., Zhang, F., Yang, J., Fang, G., Zhao, X., You, F., et al. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab244 · Cited by 14
Jaja, A. A., Grahn, J. A., Herrmann, B., & MacDonald, P. A. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.01.002 · Cited by 13
Aberrant Dopamine Transmission and Cognitive Dysfunction in Animal Models of Parkinson's Disease
Lelos, M. J., & Dunnett, S. B. (2011) · Journal of Parkinson s Disease · doi:10.3233/jpd-2011-11036 · Cited by 12
Nigral grafts in animal models of Parkinson's disease. Is recovery beyond motor function possible?
Lelos, M. J., Dowd, E., & Dunnett, S. B. (2012) · Progress in brain research · doi:10.1016/b978-0-444-59575-1.00006-5 · Cited by 12
Bichsel, O., Stieglitz, L. H., Oertel, M. F., Baumann, C. R., Gassert, R., & Imbach, L. (2022) · Neurobiology of Disease · doi:10.1016/j.nbd.2022.105818 · Cited by 11
Neuroimaging of Goal-Directed Behavior in Midlife Women
Bosak, K., & Martin, L. E. (2014) · Nursing Research · doi:10.1097/nnr.0000000000000060 · Cited by 11
Motivational modes and learning in Parkinson’s disease
Foerde, K., Braun, E. K., Higgins, E. T., & Daphna Shohamy, A. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsu152 · Cited by 11
Dorsal striatum mediates deliberate decision making, not late‐stage, stimulus–response learning
Hiebert, N. M., Owen, A. M., Seergobin, K. N., & MacDonald, P. A. (2017) · Human Brain Mapping · doi:10.1002/hbm.23817 · Cited by 11
Addiction as Maladaptive Learning, with a Focus on Habit Learning
McKim, T. H., & Boettiger, C. A. (2015) · Wiley eBooks · doi:10.1002/9781118472415.ch1 · Cited by 9
The Balance Between Goal-Directed and Habitual Action Control in Disorders of Compulsivity
de Wit, S. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-812098-9.00015-2 · Cited by 9
Macaques fail to develop habit responses during extended training on a reinforcer devaluation task.
LaFlamme, E. M., Ahmed, F., Forcelli, P. A., & Málková, L. (2022) · Behavioral Neuroscience · doi:10.1037/bne0000503 · Cited by 9
Olarte‐Sánchez, C. M., Torres, L. V., Body, S., Cassaday, H. J., Bradshaw, C. M., & Szabadi, E. (2011) · Journal of Psychopharmacology · doi:10.1177/0269881111409607 · Cited by 8
Impaired Formation and Expression of Goal-Directed and Habitual Control in Parkinson’s Disease
Mi, T., Zhang, W., McKeown, M. J., & Chan, P. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.734807 · Cited by 8
The relative contribution of goal-directed and habit systems to psychiatric disorders.
Woodhead, S., & Robbins, T. W. (2017) · PubMed · Cited by 7
Maladaptive avoidance patterns in Parkinson’s disease are exacerbated by symptoms of depression
Sheynin, J., Baetu, I., Collins‐Praino, L. E., Myers, C. E., Winwood-Smith, R., & Moustafa, A. A. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.112473 · Cited by 5
Grigoras, A.-V., Matei, D., & Ignat, B. E. (2018) · Balneo Research Journal · doi:10.12680/balneo.2018.187 · Cited by 5
Gera, R., Or, M. B., Tavor, I., Roll, D., Cockburn, J., Barak, S., Tricomi, E. M., O’Doherty, J. P., & Schönberg, T. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.12.12.520188 · Cited by 5
Electrophysiology of goal-directed versus habitual control during outcome devaluation
Yousuf, M., Heldmann, M., Münte, T. F., & Doñamayor, N. (2019) · Cortex · doi:10.1016/j.cortex.2019.08.002 · Cited by 5
K369I Tau Mice Demonstrate a Shift Towards Striatal Neuron Burst Firing and Goal-directed Behaviour
Mo, M., Jönsson, M. E., Mathews, M. A., Johnstone, D. M., Ke, Y. D., Ittner, L. M., Balleine, B. W., Furlong, T. M., & Camp, A. J. (2020) · Neuroscience · doi:10.1016/j.neuroscience.2020.09.023 · Cited by 2
Control of Behaviour by Competing Learning Systems
de Wit, S. (2017) · Wiley eBooks · doi:10.1002/9781118920497.ch11 · Cited by 5
Striatal D2: Where habits and newly learned actions meet
Sun, Z., Wu, M., & Ren, W. (2022) · Learning & Behavior · doi:10.3758/s13420-022-00526-4 · Cited by 3
Metadata
- Authors
- de Wit, S., Barker, R. A., Dickinson, A. D., & Cools, R.
- Affiliations
- 1University of Amsterdam, The Netherlands
- University of Cambridge (GB)
- Radboud University Medical Center (NL)
- Venue
- Journal of Cognitive Neuroscience
- Publisher
- MIT Press - Journals
- Published
- 2011-05-01
- Volume
- 23
- Issue
- 5
- Pages
- 1218-1229
- ISSN
- 0898-929X (ISSN-L)
- 1530-8898
- OpenAlex
- W2136439930
- Cited by
- 116
- References
- 74
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 3 · 2023: 4 · 2022: 7 · 2021: 6 · 2020: 7 · 2019: 4 · 2018: 15 · 2017: 11 · 2016: 5 · 2015: 6 · 2014: 13 · 2013: 8 · 2012: 10
- FWCI
- 5.42
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Cognitive Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (submittedVersion, other-oa)
- Radboud Repository (Radboud University) (submittedVersion, other-oa)
- Radboud Repository (Radboud University) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Fast Grants
- Parkinson's UK (K-0610)
- Universiteit van Amsterdam
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Health Sciences › Medicine › Clinical Neurology › Parkinson's Disease Mechanisms and Treatments
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- Parkinson's disease, habitual behavior, goal-directed behavior, dopamine depletion, dorsal striatum, stimulus-response associations, response conflict, disease severity, action control
- MeSH terms
- Aged, Analysis of Variance, Association Learning, Conditioning, Operant, Discrimination Learning, Dopamine, Goals, Habits, Humans, Male, Middle Aged, Parkinson Disease, Reaction Time, Reference Values, Severity of Illness Index, Dopamine Agents, Case-Control Studies, Matched-Pair Analysis, Neostriatum
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