An fMRI study of cognitive control in problem gamers
Open accessAbstract
A small proportion of video game players develop uncontrolled gaming behavior. A dysfunctional cognitive control circuit may explain this excessive behavior. Therefore, the current study investigated whether problem gamers are characterized by deficits in various aspects of cognitive control (inhibitory control, error processing, attentional control) by measuring brain activation using functional magnetic resonance imaging during Go-NoGo and Stroop task performance. In addition, both impulsivity and attentional control were measured using self-reports. Participants comprised 18 problem gamers who were compared with 16 matched casual gaming controls. Results indicate significantly increased self-reported impulsivity levels and decreased inhibitory control accompanied by reduced brain activation in the left inferior frontal gyrus (IFG) and right inferior parietal lobe (IPL) in problem gamers relative to controls. Significant hypoactivation in the left IFG in problem gamers was also observed during Stroop task performance, but groups did not differ on behavioral and self-reported measures of attentional control. No evidence was found for reduced error processing in problem gamers. In conclusion, the current study provides evidence for reduced inhibitory control in problem gamers, while attentional control and error processing were mostly intact. These findings implicate that reduced inhibitory control and elevated impulsivity may constitute a neurocognitive weakness in problem gamers.
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?
Deficits in executive functions and inhibitory control are related to functional changes in fronto-striatal circuits in individuals with Internet-gaming disorder or problematic gaming behavior.
“Studies are also beginning to bring together findings from neuropsychological investigations and neuroimaging assessments in individuals with Internet-gaming disorder or problematic gaming behavior, which show that deficits in executive functions and inhibitory control are related to functional changes in fronto-striatal circuits (Luijten et al., 2015;Seok et al., 2015;Yuan et al., 2016).”
From Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model (2016) · cites this paper as Luijten et al., 2015
The Results (§3.2.1 and §3.3.1; pages not provided) report poorer inhibitory control in problem gamers, reduced activation in the left inferior frontal gyrus and right inferior parietal lobe, and an association between parietal activation and NoGo accuracy. They do not report a fronto-striatal change. The Discussion (§4; page not provided) also says attentional control and error processing were mostly intact, so the broader claim of executive-function deficits is not fully supported. (LLM, conf=0.88)
Experimental — accuracy not yet measured
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
Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., & Joliot, M. (2002) · NeuroImage · doi:10.1006/nimg.2001.0978 · Cited by 16,319 · see citing works
Ashburner, J., & Friston, K. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.018 · Cited by 7,507 · see citing works
Conflict monitoring and cognitive control
Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001) · Psychological Review · doi:10.1037/0033-295x.108.3.624 · Cited by 7,351 · see citing works
Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies
Cabeza, R., & Nyberg, L. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/08989290051137585 · Cited by 3,598 · see citing works
The role of the medial frontal cortex in cognitive control
Ridderinkhof, K. R., Ullsperger, M., Crone, E. A., & Nieuwenhuis, S. (2004) · Science · doi:10.1126/science.1100301 · Cited by 2,974 · see citing works
The benefits of playing video games.
Granic, I., Lobel, A., & Engels, R. C. M. E. (2014) · American Psychologist · doi:10.1037/a0034857 · Cited by 2,456 · see citing works
Region of interest analysis using an SPM toolbox
Brett, M. (2002) · NeuroImage · Cited by 2,273 · see citing works
Verdejo‐García, A., Lawrence, A. J., & Clark, L. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.11.003 · Cited by 1,414 · see citing works
Introduction to Behavioral Addictions
Grant, J. E., Potenza, M. N., Weinstein, A., & Gorelick, D. A. (2010) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2010.491884 · Cited by 1,242 · see citing works
Internet Gaming Addiction: A Systematic Review of Empirical Research
Kuss, D. J., & Griffiths, M. D. (2012) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-011-9318-5 · Cited by 1,113 · cited 1× · see citing works
“Similar to substance-dependent individuals, this subset of online game players displays excessive and compulsive online gaming behavior resulting in psychological, social, and occupational or academic problems (Van Rooij et al., 2011; Kuss and Griffiths, 2012).”
Pathological Video-Game Use Among Youth Ages 8 to 18
Gentile, D. A. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02340.x · Cited by 1,107 · see citing works
Parsing executive processes: Strategic vs. evaluative functions of the anterior cingulate cortex
Carter, C. S., Macdonald, A. M., Botvinick, M., Ross, L. L., Stenger, V. A., Noll, D. C., & Cohen, J. D. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.4.1944 · Cited by 954 · see citing works
Insights into the neural basis of response inhibition from cognitive and clinical neuroscience
Chambers, C. D., Garavan, H., & Bellgrove, M. A. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.08.016 · Cited by 938 · see citing works
Drug craving and addiction: integrating psychological and neuropsychopharmacological approaches
Franken, I. H. A. (2003) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/s0278-5846(03)00081-2 · Cited by 765 · see citing works
Self-citationBrain activities associated with gaming urge of online gaming addiction
Ko, C.-H., Liu, G.-C., Hsiao, S., Yen, J.-Y., Yang, M.-J., Lin, W.-C., Yen, C.-F., & Chen, C.-S. (2009) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2008.09.012 · Cited by 666 · cited 2× · see citing works
“A recent model (Brand et al., 2014) on the development and maintenance of generalized and specific (e.g., gaming related) internet addiction suggests that reduced cognitive control interacts with reactivity to gaming-related cues that may evoke craving in gamers (Ko et al., 2009, 2013).”
Alterations in the circadian rest-activity rhythm in aging and Alzheimer's disease
Witting, W., Kwa, I. H., Eikelenboom, P., Mirmiran, M., & Swaab, D. F. (1990) · Biological Psychiatry · doi:10.1016/0006-3223(90)90523-5 · Cited by 621 · see citing works
Abnormal gray and white matter volume in delusional infestation
Wolf, R. C., Huber, M. K., Depping, M. S., Thomann, P. A., Kärner, M., Lepping, P., & Freudenmann, R. W. (2013) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2013.06.004 · Cited by 606 · see citing works
Online video game addiction: identification of addicted adolescent gamers
van Rooij, A. J., Schoenmakers, T. M., Vermulst, A. A., van den Eijnden, R. J. J. M., & van de Mheen, D. (2010) · Addiction · doi:10.1111/j.1360-0443.2010.03104.x · Cited by 574 · see citing works
Self-citationBrand, M., Young, K. S., & Laier, C. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00375 · Cited by 565 · cited 4× · see citing works
“With regard to brain activation related to inhibitory and attentional control in problem gamers, most neuroimaging studies suggest less efficient recruitment of prefrontal and parietal brain regions as compared with findings in controls (Mathews et al., 2005; Bailey et al., 2010; Dong et al., 2012; Littel et al., 2012…”
InfluentialExecutive "Brake Failure" following Deactivation of Human Frontal Lobe
Chambers, C. D., Bellgrove, M. A., Stokes, M. G., Henderson, T. R., Garavan, H., Robertson, I. H., Morris, A. P., & Mattingley, J. B. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/089892906775990606 · Cited by 544 · see citing works
Executive “Brake Failure” following Deactivation of Human Frontal Lobe
Chambers, C. D., Bellgrove, M. A., Stokes, M. G., Henderson, T. R., Garavan, H., Robertson, I. H., Morris, A. P., & Mattingley, J. B. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.3.444 · Cited by 544 · see citing works
Ferguson, C. J., Coulson, M., & Barnett, J. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.09.005 · Cited by 461 · see citing works
The relationship between impulsivity and Internet addiction in a sample of Chinese adolescents
Cao, F., Su, L., Liu, T., & Gao, X. (2007) · European Psychiatry · doi:10.1016/j.eurpsy.2007.05.004 · Cited by 454 · see citing works
Why gamblers fail to win: a review of cognitive and neuroimaging findings in pathological gambling.
van Holst, R. V., van den Brink, W., Veltman, D., & Goudriaan, A. (2010) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.07.007 · Cited by 416 · see citing works
Lubman, D., Yücel, M., & Pantelis, C. (2004) · Addiction · doi:10.1111/j.1360-0443.2004.00808.x · Cited by 375 · see citing works
Luijten, M., Machielsen, M. W. J., Veltman, D. J., Hester, R., de Haan, L., & Franken, I. H. A. (2014) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.130052 · Cited by 357 · see citing works
Self-citationHester, R., Fassbender, C., & Garavan, H. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh059 · Cited by 347 · see citing works
Dong, G., Lu, Q., Zhou, H., & Zhao, X. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.09.002 · Cited by 296 · cited 1× · see citing works
“Some studies, however, did not find impairments in behavioral inhibitory control in problem gamers (Dong et al., 2010; Ding et al., 2014).”
Ding, W.-N., Sun, J.-H., Sun, Y.-W., Chen, X., Zhou, Y., Zhuang, Z.-G., Li, L., Zhang, Y., Xu, J.-R., & Du, Y.-S. (2014) · Behavioral and Brain Functions · doi:10.1186/1744-9081-10-20 · Cited by 294 · see citing works
Dong, G., DeVito, E. E., Du, X., & Cui, Z. (2012) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2012.02.001 · Cited by 289 · cited 8× · see citing works
“controls were previously found both in the direction of reduced ( Mathews et al., 2005; Bailey et al., 2010) and increased (Dong et al., 2012) prefrontal activation.”
InfluentialIndividual differences in the functional neuroanatomy of inhibitory control
Garavan, H., Hester, R., Murphy, K., Fassbender, C., & Kelly, C. A. M. (2006) · Brain Research · doi:10.1016/j.brainres.2006.03.029 · Cited by 278 · see citing works
Ko, C., Liu, G., Yen, J., Chen, C., Yen, C., & Chen, C. (2011) · Addiction Biology · doi:10.1111/j.1369-1600.2011.00405.x · Cited by 271 · see citing works
Dong, G., Huang, J., & Du, X. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.06.017 · Cited by 258 · see citing works
Lemmens, P. H. H. M., Tan, E. S., & Knibbe, R. A. (1992) · Journal of Studies on Alcohol · doi:10.15288/jsa.1992.53.476 · Cited by 252 · see citing works
Dissociable mechanisms of cognitive control in prefrontal and premotor cortex
Chambers, C. D., Bellgrove, M. A., Gould, I. C., English, T., Garavan, H., McNaught, E., Kamke, M., & Mattingley, J. B. (2007) · Journal of Neurophysiology · doi:10.1152/jn.00685.2007 · Cited by 239 · see citing works
A negative association between video game experience and proactive cognitive control
Bailey, K., West, R., & Anderson, C. A. (2009) · Psychophysiology · doi:10.1111/j.1469-8986.2009.00925.x · Cited by 189 · see citing works
Cortical Thickness Abnormalities in Late Adolescence with Online Gaming Addiction
Yuan, K., Cheng, P., Dong, T., Bi, Y., Xing, L., Yu, D., Zhao, L., Dong, M., von Deneen, K. M., Liu, Y., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0053055 · Cited by 185 · see citing works
Nestor, L. J., McCabe, E., Jones, J. L., Clancy, L., & Garavan, H. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.03.054 · Cited by 172 · see citing works
Littel, M., van den Berg, I., Luijten, M., van Rooij, A. J., Keemink, L. M., & Franken, I. (2012) · Addiction Biology · doi:10.1111/j.1369-1600.2012.00467.x · Cited by 171 · see citing works
Self-citationBrain activation for response inhibition under gaming cue distraction in internet gaming disorder
Liu, G., Yen, J., Chen, C., Yen, C., Chen, C., Lin, W., & Ko, C. (2013) · The Kaohsiung Journal of Medical Sciences · doi:10.1016/j.kjms.2013.08.005 · Cited by 169 · see citing works
Dong, G., Hu, Y., Lin, X., & Lu, Q. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.07.009 · Cited by 159 · see citing works
Zhou, Z., Yuan, G., & Yao, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048961 · Cited by 153 · see citing works
Abnormal gray matter and white matter volume in 'Internet gaming addicts'.
Lin, X., Dong, G., Wang, Q.-D., & Du, X.-X. (2015) · Addictive Behaviours · doi:10.1016/j.addbeh.2014.09.010 · Cited by 139 · see citing works
van Holst, R. J., Lemmens, J. S., Valkenburg, P. M., Peter, J., Veltman, D. J., & Goudriaan, A. E. (2012) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2011.07.006 · Cited by 133 · see citing works
van Noordt, S. J. R., & Segalowitz, S. J. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00197 · Cited by 121 · see citing works
Video Game Addiction Test: Validity and Psychometric Characteristics
van Rooij, A. J., Schoenmakers, T. M., van den Eijnden, R. J. J. M., Vermulst, A. A., & van de Mheen, D. (2012) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2012.0007 · Cited by 119 · see citing works
Self-citationPark, H. S., Kim, S. H., Bang, S. A., Yoon, E. J., Cho, S. S., & Kim, S. E. (2010) · CNS Spectrums · doi:10.1017/s1092852900027437 · Cited by 116 · see citing works
Mathews, V. P., Kronenberger, W. G., Wang, Y., Lurito, J. T., Lowe, M. J., & Dunn, D. W. (2005) · Journal of Computer Assisted Tomography · doi:10.1097/01.rct.0000162822.46958.33 · Cited by 112 · see citing works
Media violence exposure and executive functioning in aggressive and control adolescents
Kronenberger, W. G., Mathews, V. P., Dunn, D. W., Wang, Y., Wood, E. A., Giauque, A. L., Larsen, J. J., Rembusch, M. E., Lowe, M. J., & Li, T. (2005) · Journal of Clinical Psychology · doi:10.1002/jclp.20022 · Cited by 109 · see citing works
Psychometric properties of Attentional Control Scale: The preliminary study on a Polish sample
Fajkowska, M., & Derryberry, D. (2010) · Polish Psychological Bulletin · doi:10.2478/s10059-010-0001-7 · Cited by 90 · see citing works
Cognitive-bias toward gaming-related words and disinhibition in World of Warcraft gamers
Decker, S. A., & Gay, J. N. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.11.005 · Cited by 76 · see citing works
The role of dopamine in inhibitory control in smokers and non-smokers: A pharmacological fMRI study
Luijten, M., Veltman, D. J., Hester, R., Smits, M., Nijs, I. M. T., Pepplinkhuizen, L., & Franken, I. H. A. (2012) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.10.017 · Cited by 61 · see citing works
Self-citationJäncke, L., Brügger, E., Brummer, M., Scherrer, S., & Alahmadi, N. (2014) · Behavioral and Brain Functions · doi:10.1186/1744-9081-10-10 · Cited by 61 · see citing works
Failure to utilize feedback causes decision-making deficits among excessive Internet gamers.
Yao, Y.-W., Chen, P.-R., Chen, C., Wang, L.-J., Zhang, J.-T., Xue, G., Deng, L.-Y., Liu, Q.-X., Yip, S. W., & Fang, X.-Y. (2014) · Psychiatry Research · doi:10.1016/j.psychres.2014.06.033 · Cited by 41 · see citing works
Negative information enhances the attentional blink in dysphoria
Koster, E. H. W., Raedt, R. D., Verschuère, B., Tibboel, H., & de Jong, P. J. (2008) · Depression and Anxiety · doi:10.1002/da.20420 · Cited by 37 · see citing works
Factor structure of the Barratt impulsiveness scale
Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995) · Journal of Clinical Psychology · doi:10.1002/1097-4679(199511)51:6
Flagged first, then by citations
Cited by
Sorted by citations
Brand, M., Young, K. S., Laier, C., Wölfling, K., & Potenza, M. N. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.08.033 · Cited by 2,153 · see citing works
Neurobiological correlates in Internet gaming disorder: a systematic literature review
Kuss, D. J., Pontes, H. M., & Griffiths, M. D. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00166 · Cited by 281 · see citing works
Neural Basis of Video Gaming: A Systematic Review
Palaus, M., Marrón, E. M., Viejo-Sobera, R., & Redolar-Ripoll, E. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00248 · Cited by 281 · see citing works
Neuroscience of Internet Pornography Addiction: A Review and Update
Love, T., Laier, C., Brand, M., Hatch, L., & Hajela, R. (2015) · Behavioral Sciences · doi:10.3390/bs5030388 · Cited by 262 · see citing works
Cognitive deficits in problematic internet use: meta-analysis of 40 studies
Ioannidis, K., Hook, R., Goudriaan, A. E., Vlies, S., Fineberg, N. A., Grant, J. E., & Chamberlain, S. R. (2019) · British Journal of Psychiatry · doi:10.1192/bjp.2019.3 · Cited by 246 · see citing works
Response inhibition and internet gaming disorder: a meta-analysis
Argyriou, E., Davison, C. B., & Lee, T. T. C. (2017) · Addictive Behaviors · doi:10.1016/j.addbeh.2017.02.026 · Cited by 142 · see citing works
Sachs, M. E., Kaplan, J., Sarkissian, A. D., & Habibi, A. (2017) · PLoS ONE · doi:10.1371/journal.pone.0187254 · Cited by 138 · see citing works
Association of Video Gaming With Cognitive Performance Among Children
Chaarani, B., Ortigara, J., Yuan, D., Loso, H., Potter, A., & Garavan, H. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.35721 · Cited by 134 · see citing works
RetractedYao, Y.-W., Wang, L.-J., Yip, S. W., Chen, P.-R., Li, S., Xu, J., Zhang, J.-T., Deng, L.-Y., Liu, Q.-X., & Fang, X.-Y. (2015) · Psychiatry Research · doi:10.1016/j.psychres.2015.07.004 · Cited by 108 · see citing works
Zheng, H., Hu, Y.-B., Wang, Z.-L., Wang, M., Du, X.-X., & Dong, G. (2019) · Progress in Neuro-psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2019.109656 · Cited by 100 · see citing works
Psychometric Assessment of Internet Gaming Disorder in Neuroimaging Studies: A Systematic Review
Pontes, H. M., Kuss, D. J., & Griffiths, M. D. (2017) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-319-46276-9_11 · Cited by 61 · see citing works
Liu, Y., van den Wildenberg, W. P. M., de Graaf, Y., Ames, S. L., Baldacchino, A., Bø, R., Cadaveira, F., Campanella, S., Christiansen, P., Claus, E. D., et al. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.07.006 · Cited by 59 · see citing works
Self-citationLe, T. M., Potvin, S., Zhornitsky, S., & Li, C.-S. R. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.04.028 · Cited by 58 · see citing works
Shin, Y., Kim, H., Kim, S., & Kim, J. (2020) · Addiction Biology · doi:10.1111/adb.12916 · Cited by 56 · see citing works
Problematic Video Gaming in a Young Spanish Population: Association with Psychosocial Health
Aguado, C. B., Cánovas, A. A., Conde-Mateos, C., Buiza-Navarrete, J. J., & Gentile, D. A. (2018) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2017.0599 · Cited by 48 · see citing works
Pontes, H. M., Schivinski, B., Brzozowska-Woś, M., & Stavropoulos, V. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8101730 · Cited by 39 · see citing works
Fujisawa, T. X., Yatsuga, C., Mabe, H., Yamada, E., Masuda, M., & Tomoda, A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0128548 · Cited by 36 · see citing works
Dimensionality of Cognitions in Behavioral Addiction
Morris, L. S., & Voon, V. (2016) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-016-0068-3 · Cited by 35 · see citing works
Impulsivity as a precedent factor for problematic Internet use: How can we be sure?
Chen, S., Lo, M., & Lin, S. S. J. (2015) · International Journal of Psychology · doi:10.1002/ijop.12231 · Cited by 30 · see citing works
Lai, C., Altavilla, D., Mazza, M., Scappaticci, S., Tambelli, R., Aceto, P., Luciani, M., Corvino, S., Martinelli, D., Alimonti, F., et al. (2017) · Journal of Mental Health · doi:10.1080/09638237.2017.1294745 · Cited by 33 · see citing works
Trait impulsivity components correlate differently with proactive and reactive control
Huang, S., Zhu, Z., Zhang, W., Chen, Y., & Zhen, S. (2017) · PLoS ONE · doi:10.1371/journal.pone.0176102 · Cited by 28 · see citing works
Los videojuegos: una afición con implicaciones neuropsiquiátricas
Aguado, C. B., García-Calero, A., Cánovas, A. A., Ortiz-Soto, P., Guerrero-Díaz, M., González-Molinier, M., & Medrano, I. H. (2017) · Psicologí a Educativa · doi:10.1016/j.pse.2017.05.001 · Cited by 27 · see citing works
Brain Imaging in Gambling Disorder
Quester, S., & Romanczuk‐Seiferth, N. (2015) · Current Addiction Reports · doi:10.1007/s40429-015-0063-x · Cited by 27 · see citing works
Neural substrates of deficient cognitive control in individuals with severe internet gaming disorder
Wang, L., Yang, G., Zheng, Y., Li, Z., Wei, P., Li, Q., Hu, K., & Liu, X. (2021) · NeuroImage Clinical · doi:10.1016/j.nicl.2021.102828 · Cited by 27 · see citing works
Moshel, M. L., Warburton, W., Batchelor, J., Bennett, J. M., & Ko, K. Y. (2023) · Neuropsychology Review · doi:10.1007/s11065-023-09612-4 · Cited by 28 · see citing works
Power spectrum scale invariance as a neural marker of cocaine misuse and altered cognitive control
Ide, J. S., Hu, S., Zhang, S., Mujica-Parodi, L. R., & Li, C.-S. R. (2016) · NeuroImage Clinical · doi:10.1016/j.nicl.2016.03.004 · Cited by 24 · see citing works
Hummer, T. A., Kronenberger, W. G., Wang, Y., & Mathews, V. P. (2017) · Psychology of Popular Media Culture · doi:10.1037/ppm0000141 · Cited by 25 · see citing works
Gaming disorder and bidirectional relationships with aggression and impulsivity
Jeong, H., Lee, H. K., Kweon, Y., Yim, H. W., & Lee, S. (2019) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2019.12.003 · Cited by 22 · see citing works
Wu, Y. J., Chen, M., Thierry, G., Fu, Y., Wu, J., & Guo, T. (2021) · BMC Neuroscience · doi:10.1186/s12868-021-00640-5 · Cited by 21 · see citing works
Du, X., Liu, L., Yang, Y., Qi, X., Gao, P., Zhang, Y., Zhu, J., Du, G., Dai, S., Li, X., et al. (2017) · Brain and Behavior · doi:10.1002/brb3.753 · Cited by 21 · see citing works
Piccoli, T., Maniaci, G., Collura, G., Gagliardo, C., Brancato, A., Tona, G. L., Gangitano, M., Cascia, C. L., Picone, F., Marrale, M., et al. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.112668 · Cited by 18 · see citing works
Neuropsychological Constructs in Gaming Disorders: a Systematic Review
Legault, M. C. B., Liu, H. Z., & Balodis, I. M. (2021) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-021-00230-z · Cited by 18 · see citing works
Neural mechanisms of behavioral addiction: An ALE meta-analysis and MACM analysis
Li, Z., He, Q., Elhai, J. D., Montag, C., & Yang, H. (2025) · Journal of Behavioral Addictions · doi:10.1556/2006.2024.00082 · Cited by 18 · see citing works
Facets of Impulsivity in Gaming Disorder: a Narrative Review
Müller, S. M., Antons, S., & Brand, M. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00522-2 · Cited by 19 · see citing works
Fathi, M., Pourrahimi, A. M., Poormohammad, A., Sardari, S., Rajizadeh, M. A., Mazhari, S., & Pourkand, D. (2024) · Addiction Biology · doi:10.1111/adb.13391 · Cited by 17 · see citing works
Fathi, M., Mazhari, S., Pourrahimi, A. M., Poormohammad, A., & Sardari, S. (2022) · Brain and Behavior · doi:10.1002/brb3.2584 · Cited by 16 · see citing works
Defining the r factor for post-trauma resilience and its neural predictors
van Rooij, S. J. H., Santos, J. L., Hinojosa, C. A., Ely, T. D., Harnett, N. G., Murty, V. P., Lebois, L. A. M., Jovanović, T., House, S. L., Bruce, S. E., et al. (2024) · Nature Mental Health · doi:10.1038/s44220-024-00242-0 · Cited by 16 · see citing works
Resting state differences between successful and unsuccessful restrained eaters
Zhang, Y., Wang, S., Wei, L., Jackson, T., Gao, X., Xiao, M., Gong, G., & Chen, H. (2020) · Brain Imaging and Behavior · doi:10.1007/s11682-020-00300-y · Cited by 13 · see citing works
Moshel, M. L., Warburton, W., Thomasius, R., & Paschke, K. (2025) · Journal of Medical Internet Research · doi:10.2196/68571 · Cited by 12 · see citing works
Meta-analysis of structural and functional abnormalities in behavioral addictions
Mei, B., Tao, Q., Dang, J., Niu, X., Sun, J., Zhang, M., Wang, W., Zhang, Y., Zhang, Y., & Cheng, J. (2024) · Addictive Behaviors · doi:10.1016/j.addbeh.2024.108088 · Cited by 11 · see citing works
Cervigón-Carrasco, V., Schulze-Steinen, L., Ballester‐Arnal, R., Billieux, J., Gil‐Juliá, B., Giménez‐García, C., & Castro‐Calvo, J. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107683 · Cited by 11 · see citing works
Effect of excessive internet gaming on inhibitory control based on resting EEG and ERP
Xu, J., Shen, L. H., Fei, H., Zhou, W., Wan, F., & Nan, W. (2024) · iScience · doi:10.1016/j.isci.2024.110399 · Cited by 10 · see citing works
Kowalik, B. A., & Delfabbro, P. (2025) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-025-01454-w · Cited by 6 · see citing works
Video Game Use in the Treatment of Amblyopia: Weighing the Risks of Addiction.
Xu, C. S., Chen, J. S., & Adelman, R. A. (2015) · PubMed Central · Cited by 6 · see citing works
Fang, H., Liao, C., Fu, Z., Tian, S., Luo, Y., Xu, P., & Krüeger, F. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac269 · Cited by 5 · see citing works
Kowalik, B. A., Baggio, S., King, D. L., & Delfabbro, P. (2025) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-025-01483-5 · Cited by 4 · see citing works
Cudo, A., Kopiś-Posiej, N., Zabielska‐Mendyk, E., & Griffiths, M. D. (2025) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-024-01429-3 · Cited by 4 · see citing works
Behavior, neuropsychology and fMRI
Bennett, M. R., Hatton, S. N., Hermens, D. F., & Lagopoulos, J. (2016) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2016.07.001 · Cited by 4 · see citing works
An Overview of the Neurobiology of Impulsivity in Gambling and Gaming Disorder
Punia, K., & Balodis, I. M. (2019) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-019-00190-5 · Cited by 3 · see citing works
Santamaría, J., Espitia, A. C. S., & Quintero, C. A. C. (2021) · Revista Colombiana de Educación · doi:10.17227/rce.num84-12076 · Cited by 3 · see citing works
Li, Q., Du, M., Xiao, J., Li, T., Hu, K., Tu, S., Liu, X., Wang, L., & Dai, W. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.121735 · Cited by 2 · see citing works
Jiang, T., Xie, T., Li, J., Cao, Y., Ou, S., Zhao, J., & Ma, N. (2026) · BMC Psychology · doi:10.1186/s40359-026-04233-x · Cited by 2 · see citing works
The predictive power of impaired control after controlling for correlates of gaming disorder
Kowalik, B. A., Delfabbro, P., & King, D. L. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100472 · Cited by 2 · see citing works
Pontes, H. D. O. M. (2017) · Nottingham Trent University's Institutional Repository (Nottingham Trent Repository) · doi:10.25959/23226491 · Cited by 2 · see citing works
He, Q., Zhaolan, L. I., & Yang, H. (2025) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2025.1333 · Cited by 1 · see citing works
Kim, E., Bender, P. K., & Gentile, D. A. (2025) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780197689875.013.0013 · Cited by 1 · see citing works
Hu, Y., Cheng, X., Liu, Y., Hou, Y., Yue, L., Pan, Y., & Gao, X. (2025) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaf107 · Cited by 1 · see citing works
Cudo, A., & Kopiś-Posiej, N. (2026) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-025-01618-8 · Cited by 1 · see citing works
New Addictions in Youth: Internet Addiction and Internet Gaming Disorder
Milani, L. (2021) · Advances in mental health and addiction · doi:10.1007/978-3-030-82408-2_10 · Cited by 1 · see citing works
Neural Mechanisms Underlying Internet Gaming Disorder
Edited, B., Zhang, J.-T., & Brand, M. (2019) · Frontiers Research Topics · doi:10.3389/978-2-88945-655-0 · Cited by 1 · see citing works
Development of Intelligence in the Context of Digital Media Use
Lindenberg, K., & Basten, U. (2022) · Springer eBooks · doi:10.1007/978-3-031-04198-3_9 · Cited by 1 · see citing works
The EEG Study on Addictive Inducement of Game Disorder in Undergraduate Students
Yu, Z., Li, L., Zhang, Y., Lin, M., Wu, Z., Wang, Z., Kuang, S., & Xu, G. (2023) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2023.3277101 · Cited by 1 · see citing works
Perturbação de Jogos de Internet: Revisão da Evidência Científica
Beirão, D., Sousa, T., Assunção, P., Malheiro, A., & Gonzaga, D. (2019) · Gazeta Médica · doi:10.29315/gm.v6i3.268
The Role of Peer-group Influence and Neurobiological Factors in Internet Gaming Disorder
Kusumastiwi, T. (2020) · Bioscientia Medicina Journal of Biomedicine and Translational Research · doi:10.32539/bsm.v4i4.159
Ioannidis, K. (2022) · doi:10.26481/dis.20220623ki
Neural Mechanisms of Natural Reward and Inhibitory Control Deficits in Online Game Addicts
朱, 理. (2023) · Advances in Psychology · doi:10.12677/ap.2023.1311687
Luo, X., He, S., Fu, J., Dong, Y.-S., Yang, B., Wei, M., Li, Y., Zhouzhang, Z., Li, X., Xu, F., et al. (2025) · Addictive Behaviors · doi:10.1016/j.addbeh.2025.108494
Inhibitory control in problematic usage of the internet: An ALE meta-analysis
Li, X., Yang, J., Turel, O., Zhang, S.-Y., & He, Q.-H. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.121859
- Authors
- Luijten, M., Meerkerk, G.-J., Franken, I. H. A., van de Wetering, B. J. M., & Schoenmakers, T. M.
- Affiliations
- Radboud University Nijmegen (NL)
- Erasmus MC (NL)
- Erasmus University Rotterdam (NL)
- Corresponding author
- Luijten, Maartje
- Venue
- Psychiatry Research: Neuroimaging
- Publisher
- Elsevier BV
- Published
- 2015-03
- Volume
- 231
- Issue
- 3
- Pages
- 262-268
- ISSN
- 0925-4927 (ISSN-L)
- OpenAlex
- W2118821270
- Cited by
- 68
- References
- 55
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 5 · 2023: 5 · 2022: 5 · 2021: 6 · 2020: 4 · 2019: 8 · 2018: 2 · 2017: 10 · 2016: 4 · 2015: 6
- FWCI
- 9.11
- Type
- journal article
- Language
- en
- Open access
- green
- www.nivel.nl
- Licence
- Locations
- Psychiatry Research Neuroimaging (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- Volksbond Foundation Rotterdam
- Bouman Mental Health Care, Rotterdam
- Topics
- Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- problem gaming, cognitive control, inhibitory control, impulsivity, error processing, attentional control, go/no-go task, Stroop task, inferior frontal gyrus, inferior parietal lobule, gaming addiction, brain activation
- MeSH terms
- Adolescent, Attention, Brain, Cognition, Frontal Lobe, Humans, Impulsive Behavior, Magnetic Resonance Imaging, Male, Parietal Lobe, Psychomotor Performance, Reaction Time, Video Games, Young Adult, Self Report
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