Stimuli-Specific Inhibitory Control in Disorders Due to Addictive Behaviours: A Review of Current Evidence and Discussion of Methodological Challenges
Open accessAbstract
Purpose of Review: This systematic review focuses on stimuli-specific inhibitory control as measured with variations of Go/No-Go, Stroop, and Stop-Signal tasks including addiction-related cues. We aimed to identify whether individuals with tendencies towards behavioural addictions show stimulus-specific reductions in inhibitory control as assumed by recent theoretical models. Recent Findings: The systematic literature search yielded 31 studies eligible for inclusion. Most studies focused on gaming disorder and problematic social networks use. Variants of the Go/No-Go task were most frequently used measures of inhibitory control. Findings on stimuli-specific reductions in inhibitory control are mixed. The studies differ considerably regarding used measures, sample characteristics, and study designs. Summary: The large methodological heterogeneity across studies makes it almost impossible to draw any clear conclusions. Study designs, task characteristics, stimuli, and diagnostic instruments should be more standardised and used more consistently. We recommend to recruit clinical samples for studying stimuli-specific inhibitory control in behavioural addictions.
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?
Rather than global impairments to inhibitory control in PSMU, habitual negative online behaviors may be associated with diminished inhibitory control and perpetuate maladaptive behaviors across the addiction cycle.
“Rather than global impairments to inhibitory control in PSMU, habitual negative online behaviors may be associated with diminished inhibitory control and perpetuate maladaptive behaviors across the addiction cycle (Antons et al., 2023).”
From Problematic social media use and inhibitory control among post-secondary students (2025) · cites this paper as Antons et al., 2023
The Introduction (page unavailable) says people with addictive behaviours need not have generally reduced inhibitory control, but may show cue-specific reductions that contribute to habitual behaviour despite negative consequences in later stages. That supports the proposed mechanism, but the review does not establish it specifically for problematic social media use: the Samples section (page unavailable) reports non-significant results for social-networks use. It also places the proposed habitual-behaviour mechanism in later stages, not across the entire addiction cycle. (LLM, conf=0.84)
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.
The citation lists haven’t been fetched yet
References 77 · Cited by 21
Research works printed but not linked: 65
- Brand M, Rumpf HJ, Demetrovics Z, Müller A, Stark R, King DL, et al. Which conditions should be considered as disorders in the International Classification of Diseases (ICD-11) designa- tion of "other specified disorders due to addictive behaviors"? J Behav Addict. 2020;11(2):150-9. https:// doi. org/ 10. 1556/ 2006. 2020. 00035. · DOI · Paper page
- Müller A, Brand M, Claes L, Demetrovics Z, de Zwaan M, Fernandez-Aranda F, et al. Buying-shopping disorder-is there enough evidence to support its inclusion in ICD-11? CNS Spectr. 2019:1-6. https:// doi. org/ 10. 1017/ s1092 85291 80013 23. · DOI · Paper page
- Bőthe B, Koós M, Demetrovics Z. Contradicting classification, nomenclature, and diagnostic criteria of compulsive sexual behavior disorder (CSBD) and future directions •: commentary to the debate: "Behavioral addictions in the ICD-11". J Behav Addict. 2022;11(2):204-9. https:// doi. org/ 10. 1556/ 2006. 2022. 00030. · DOI
- Gullo MJ, Wood AP, Saunders JB. Criteria for the establish- ment of a new behavioural addiction •: commentary to the debate: "Behavioral addictions in the ICD-11". J Behav Addict. 2022;11(2):191-8. https:// doi. org/ 10. 1556/ 2006. 2022. 00031. · DOI
- Antons S, Brand M, Potenza MN. Neurobiology of cue-reactiv- ity, craving, and inhibitory control in non-substance addictive behaviors. J Neurol Sci. 2020;415:116952. https:// doi. org/ 10. 1016/j. jns. 2020. 116952. · DOI
- Robinson TE, Berridge KC. The incentive sensitization theory of addiction: some current issues. Philos Trans R Soc Lond B Biol Sci. 2008;363(1507):3137-46. https:// doi. org/ 10. 1098/ rstb. 2008. 0093. · DOI · Paper page
- Brandtner A, Antons S, Cornil A, Brand M. Integrating desire thinking into the I-PACE model: a special focus on Internet- use disorders. Curr Addict Rep. 2021; https:// doi. org/ 10. 1007/ s40429-021-00400-9. · DOI
- Hawker CO, Merkouris SS, Youssef GJ, Dowling NA. Exploring the associations between gambling cravings, self-efficacy, and gambling episodes: an Ecological Momentary Assessment study. Addict Behav. 2021;112:106574. https:// doi. org/ 10. 1016/j. add- beh. 2020. 106574. · DOI
- Everitt BJ, Robbins TW. Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat Neu- rosci. 2005;8(11):1481-9. https:// doi. org/ 10. 1038/ nn1579. · DOI · Paper page
- Everitt BJ, Robbins TW. From the ventral to the dorsal striatum: devolving views of their roles in drug addiction. Neurosci Biobe- hav Rev. 2013;37(9, Part A):1946-54. https:// doi. org/ 10. 1016/j. neubi orev. 2013. 02. 010. · DOI · Paper page
- Smith JL, Mattick RP, Jamadar SD, Iredale JM. Deficits in behavioural inhibition in substance abuse and addiction: a meta- analysis. Drug Alcohol Depend. 2014;145:1-33. https:// doi. org/ 10. 1016/j. druga lcdep. 2014. 08. 009. · DOI · Paper page
- Bari A, Robbins TW. Inhibition and impulsivity: behav- ioral and neural basis of response control. Prog Neurobiol. 2013;108:44-79. https:// doi. org/ 10. 1016/j. pneur obio. 2013. 06. 005. · DOI · Paper page
- Eagle DM, Bari A, Robbins TW. The neuropsychopharmacology of action inhibition: cross-species translation of the stop-signal and go/no-go tasks. Psychopharmacology. 2008;199(3):439-56. https:// doi. org/ 10. 1007/ s00213-008-1127-6. · DOI · Paper page
- Schachar R, Logan GD, Robaey P, Chen S, Ickowicz A, Barr C. Restraint and cancellation: multiple inhibition deficits in atten- tion deficit hyperactivity disorder. J Abnorm Child Psychol. 2007;35(2):229-38. https:// doi. org/ 10. 1007/ s10802-006-9075-2. · DOI · Paper page
- Stroop JR. Studies of interference in serial verbal reactions. J Exp Psychol. 1935;18:643-62. https:// doi. org/ 10. 1037/ h0054 651. · DOI · Paper page
- Dempster FN, Corkill AJ. Individual differences in susceptibil- ity to interference and general cognitive ability. Acta Psychol (Amst). 1999;101(2):395-416. https:// doi. org/ 10. 1016/ S0001- 6918(99) 00013-X. · DOI
- Enticott PG, Ogloff JRP, Bradshaw JL. Associations between laboratory measures of executive inhibitory control and self- reported impulsivity. Personal Individ Differ. 2006;41(2):285- 94. https:// doi. org/ 10. 1016/j. paid. 2006. 01. 011. · DOI
- Thomas TA, Joshi M, Trotzke P, Steins-Loeber S, Müller A. Cognitive functions in compulsive buying-shopping disorder: a systematic review. Curr Behav Neurosci Rep. 2023;10(1):1-19. https:// doi. org/ 10. 1007/ s40473-023-00255-6. · DOI
- Legault MCB, Liu HZ, Balodis IM. Neuropsychological con- structs in gaming disorders: a systematic review. Curr Behav Neurosci Rep. 2021;8(3):59-76. https:// doi. org/ 10. 1007/ s40473-021-00230-z. · DOI
- Antons S, Müller SM, Liebherr M, Brand M. Gaming disor- der: how to translate behavioral neuroscience into public health advances. Curr Behav Neurosci Rep. 2020;7(4):267-77. https:// doi. org/ 10. 1007/ s40473-020-00216-3. · DOI
- Wegmann E, Brand M. Cognitive correlates in gaming dis- order and social networks use disorder: a comparison. Curr Addict Rep. 2020;7(3):356-64. https:// doi. org/ 10. 1007/ s40429-020-00314-y. · DOI
- Albery IP, Lowry J, Frings D, Johnson HL, Hogan C, Moss AC. Exploring the relationship between sexual compulsivity and attentional bias to sex-related words in a cohort of sexually active individuals. Eur Addict Res. 2017;23(1):1-6. https:// doi. org/ 10. 1159/ 00044 8732. · DOI
- Antons S, Brand M. Inhibitory control and problematic Internet- pornography use -the important balancing role of the insula. J Behav Addict. 2020;9(1):58-70. https:// doi. org/ 10. 1556/ 2006. 2020. 00010. · DOI
- Antons S, Brand M. Trait and state impulsivity in males with tendency towards Internet-pornography-use disorder. Addict Behav. 2018;79:171-7. https:// doi. org/ 10. 1016/j. addbeh. 2017. 12. 029. · DOI
- Balconi M, Finocchiaro R. Deficit in rewarding mechanisms and prefrontal left/right cortical effect in vulnerability for internet addiction. Acta Neuropsychiatr. 2016;28(5):272-85. https:// doi. org/ 10. 1017/ neu. 2016.9. · DOI · Paper page
- Balconi M, Campanella S, Finocchiaro R. Web addiction in the brain: cortical oscillations, autonomic activity, and behavioral measures. J Behav Addict. 2017;6(3):334-44. https:// doi. org/ 10. 1556/ 2006.6. 2017. 041. · DOI
- Carvalho J, Rosa PJ, Štulhofer A. Exploring hypersexuality path- ways from eye movements: the role of (sexual) impulsivity. J Sex Med. 2021;18(9):1607-14. https:// doi. org/ 10. 1016/j. jsxm. 2021. 06. 018. · DOI
- Cervigón-Carrasco V, Schulze-Steinen L, Ballester-Arnal R, Bil- lieux J, Juliá BG, Giménez-Garcia C, et al. Attentional inhibitory control interference related to videogames, pornography, and TV series exposure: an experimental study in three independent samples. Comput. Hum Behav. 2023:107683. https:// doi. org/ 10. 1016/j. chb. 2023. 107683. · DOI
- Chen J, Liang Y, Mai C, Zhong X, Qu C. General deficit in inhib- itory control of excessive smartphone users: evidence from an event-related potential study. Front Psychol. 2016;7:511. https:// doi. org/ 10. 3389/ fpsyg. 2016. 00511. · DOI
- Gao L, Zhang J, Xie H, Nie Y, Zhao Q, Zhou Z. Effect of the mobile phone related-background on inhibitory control of prob- lematic mobile phone use: an event-related potentials study. Addict Behav. 2020:106363. https:// doi. org/ 10. 1016/j. addbeh. 2020. 106363. · DOI
- Hague B, Kellett S, Sheeran P. Testing the generalizability of impulse control problems in compulsive buying. J Soc Clin Psychol. 2016;35(4):269-88. https:// doi. org/ 10. 1521/ jscp. 2016. 35.4. 269. · DOI
- Jeromin F, Rief W, Barke A. Using two web-based addiction Stroops to measure the attentional bias in adults with Internet gaming disorder. J Behav Addict. 2016;5(4):666-73. https:// doi. org/ 10. 1556/ 2006.5. 2016. 075. · DOI
- Jiang Z, Zhao X, Li C. Self-control predicts attentional bias assessed by online shopping-related Stroop in high online shop- ping addiction tendency college students. Compr Psychiatry. 2017;75:14-21. https:// doi. org/ 10. 1016/j. compp sych. 2017. 02. 007. · DOI · Paper page
- Liu GC, Yen JY, Chen CY, Yen CF, Chen CS, Lin WC, et al. Brain activation for response inhibition under gaming cue dis- traction in Internet gaming disorder. Kaohsiung J Med Sci. 2014;30(1):43-51. https:// doi. org/ 10. 1016/j. kjms. 2013. 08. 005. · DOI
- Lorains FK, Stout JC, Bradshaw JL, Dowling NA, Enticott PG. Self-reported impulsivity and inhibitory control in problem gam- blers. J Clin Exp Neuropsychol. 2014;36(2):144-57. https:// doi. org/ 10. 1080/ 13803 395. 2013. 873773. · DOI
- Moretta T, Buodo G. Response inhibition in problematic social network sites use: an ERP study. Cogn Affect Behav Neurosci. 2021;21(4):868-80. https:// doi. org/ 10. 3758/ s13415-021-00879-9. · DOI
- Nie J, Zhang W, Chen J, Li W. Impaired inhibition and working memory in response to internet-related words among adolescents with internet addiction: a comparison with attention-deficit/ hyperactivity disorder. Psychiatry Res. 2016;236:28-34. https:// doi. org/ 10. 1016/j. psych res. 2016. 01. 004. · DOI · Paper page
- Seok JW, Sohn JH. Response inhibition during processing of sexual stimuli in males with problematic hypersexual behavior. J Behav Addict. 2020;9(1):71-82. https:// doi. org/ 10. 1556/ 2006. 2020. 00003. · DOI
- Trotzke P, Müller A, Brand M, Starcke K, Steins-Loeber S. Buying despite negative consequences: interaction of craving, implicit cognitive processes, and inhibitory control in the context of buying-shopping disorder. Addict Behav. 2020;110:106523. https:// doi. org/ 10. 1016/j. addbeh. 2020. 106523. · DOI
- Turel O, He Q, Xue G, Xiao L, Bechara A. Examination of neural systems sub-serving facebook "addiction". Psychol Rep. 2014;115(3):675-95. https:// doi. org/ 10. 2466/ 18. PR0. 115c3 1z8. · DOI · Paper page
- van Holst RJ, Lemmens JS, Valkenburg PM, Peter J, Veltman DJ, Goudriaan AE. Attentional bias and disinhibition toward gaming cues are related to problem gaming in male adolescents. J Adolesc Health. 2012;50(6):541-6. https:// doi. org/ 10. 1016/j. jadoh ealth. 2011. 07. 006. · DOI · Paper page
- van Holst RJ, van Holstein M, van den Brink W, Veltman DJ, Goudriaan AE. Response inhibition during cue reactivity in problem gamblers: an fMRI study. PloS One. 2012;7(3):e30909. https:// doi. org/ 10. 1371/ journ al. pone. 00309 09. · DOI
- Vogel B, Trotzke P, Steins-Loeber S, Schäfer G, Stenger J, de Zwaan M, et al. An experimental examination of cognitive pro- cesses and response inhibition in patients seeking treatment for buying-shopping disorder. PloS One. 2019;14(3):e0212415. https:// doi. org/ 10. 1371/ journ al. pone. 02124 15. · DOI
- Wang J, Chen Y, Zhang H. Electrophysiological evidence of enhanced early attentional bias toward sexual images in individ- uals with tendencies toward cybersex addiction. J Behav Addict. 2021; https:// doi. org/ 10. 1556/ 2006. 2021. 00082. · DOI
- Wang L, Zhang Y, Lin X, Zhou H, Du X, Dong G. Group inde- pendent component analysis reveals alternation of right execu- tive control network in Internet gaming disorder. CNS Spectr. 2018;23(5):300-10. https:// doi. org/ 10. 1017/ S1092 85291 70003 60. · DOI
- Wegmann E, Müller SM, Turel O, Brand M. Interactions of impulsivity, general executive functions, and specific inhibitory control explain symptoms of social-networks-use disorder: an experimental study. Sci Rep. 2020;10(1):1-12.
- Yao YW, Wang LJ, Yip SW, Chen PR, Li S, Xu J, et al. Impaired decision-making under risk is associated with gaming-specific inhibition deficits among college students with Internet gaming disorder. Psychiatry Res. 2015;229:302-9. https:// doi. org/ 10. 1016/j. psych res. 2015. 07. 004. · DOI · Paper page
- Zhang Y, Lin X, Zhou H, Xu J, Du X, Dong G. Brain activity toward gaming-related cues in Internet gaming disorder during an addiction Stroop task. Front Psychol. 2016;7:714. https:// doi. org/ 10. 3389/ fpsyg. 2016. 00714. · DOI
- Zhao J, Zhou Z, Sun B, Zhang X, Zhang L, Fu S. Attentional bias is associated with negative emotions in problematic users of social media as measured by a Dot-Probe Task. Int J Environ Res Public Health. 2022;19(24):16938.
- Zhou Z, Yuan G, Yao J. Cognitive biases toward Internet game- related pictures and executive deficits in individuals with an Internet game addiction. PloS One. 2012;7(11):e48961. https:// doi. org/ 10. 1371/ journ al. pone. 00489 61. · DOI · Paper page
- King DL, Chamberlain SR, Carragher N, Billieux J, Stein D, Mueller K, et al. Screening and assessment tools for gaming disorder: a comprehensive systematic review. Clin Psychol Rev. 2020:101831. https:// doi. org/ 10. 1016/j. cpr. 2020. 101831. · DOI · Paper page
- Chen L, Jiang X. The assessment of problematic internet por- nography use: a comparison of three scales with mixed methods. Int J Environ Res Public Health. 2020;17(2):488.
- •• Fineberg NA, Menchón JM, Hall N, Dell'Osso B, Brand M, Potenza MN, et al. Advances in problematic usage of the inter- net research -a narrative review by experts from the European network for problematic usage of the internet. Compr Psychia- try. 2022:152346. https:// doi. org/ 10. 1016/j. compp sych. 2022. 152346. An extensive review on the scientific progress made on research in the field of problematic usage of the internet and the identification of critical knowledge gaps. Evidence is reviewed on inhibitory control. · DOI
- Jo YS, Bhang SY, Choi JS, Lee HK, Lee SY, Kweon Y-S. Clini- cal characteristics of diagnosis for Internet gaming disorder: comparison of DSM-5 IGD and ICD-11 GD diagnosis. J Clin Med. 2019;8(7):945. https:// doi. org/ 10. 3390/ jcm80 70945 · DOI
- Liu Y, van den Wildenberg WPM, de Graaf Y, Ames SL, Bal- dacchino A, Bø R, et al. Is (poly-) substance use associated with impaired inhibitory control? A mega-analysis controlling for confounders. Neurosci Biobehav Rev. 2019;105:288-304. https:// doi. org/ 10. 1016/j. neubi orev. 2019. 07. 006. · DOI
- Dong G, Wang L, Du X, Potenza MN. Gender-related differences in neural responses to gaming cues before and after gaming: implications for gender-specific vulnerabilities to Internet gam- ing disorder. Soc Cogn Affect Neurosci. 2018;13(11):1203-14. https:// doi. org/ 10. 1093/ scan/ nsy084. · DOI
- Wang Z-L, Song K-R, Zhou N, Potenza MN, Zhang J-T, Dong G-H. Gender-related differences in involvement of addiction brain networks in internet gaming disorder: relationships with craving and emotional regulation. Prog Neuropsychopharmacol Biol Psychiatry. 2022:110574. https:// doi. org/ 10. 1016/j. pnpbp. 2022. 110574. · DOI
- Li X, Huang L, Li B, Wang H, Han C. Time for a true display of skill: top players in League of Legends have better executive control. Acta Psychol (Amst). 2020;204:103007. https:// doi. org/ 10. 1016/j. actpsy. 2020. 103007. · DOI
- Wessel JR. Prepotent motor activity and inhibitory control demands in different variants of the go/no-go paradigm. Psy- chophysiology. 2018;55(3):e12871. https:// doi. org/ 10. 1111/ psyp. 12871. · DOI
- Gola M, Wordecha M, Marchewka A, Sescousse G. Visual sexual stimuli-cue or reward? A perspective for interpreting brain imaging findings on human sexual behaviors. Front Hum Neurosci. 2016;10(402) https:// doi. org/ 10. 3389/ fnhum. 2016. 00402. · DOI
- Brand M, Snagowski J, Laier C, Maderwald S. Ventral stria- tum activity when watching preferred pornographic pictures is correlated with symptoms of Internet pornography addiction. Neuroimage. 2016;129:224-32. https:// doi. org/ 10. 1016/j. neuro image. 2016. 01. 033. · DOI · Paper page
- Jones A, Christiansen P, Nederkoorn C, Houben K, Field M. Fluctuating disinhibition: implications for the understanding and treatment of alcohol and other substance use disorders. Front Psych. 2013;4(140):140. https:// doi. org/ 10. 3389/ fpsyt. 2013. 00140. · DOI
- Jones A, Robinson E, Duckworth J, Kersbergen I, Clarke N, Field M. The effects of exposure to appetitive cues on inhibitory control: a meta-analytic investigation. Appetite. 2018;128:271- 82. https:// doi. org/ 10. 1016/j. appet. 2018. 06. 024. · DOI
- Adams RC, Button KS, Hickey L, Morrison S, Smith A, Bolus W, et al. Food-related inhibitory control training reduces food liking but not snacking frequency or weight in a large healthy adult sample. Appetite. 2021;167:105601. https:// doi. org/ 10. 1016/j. appet. 2021. 105601. · DOI
- Bos J, Staiger PK, Hayden MJ, Hughes LK, Youssef G, Law- rence NS. A randomized controlled trial of inhibitory control training for smoking cessation and reduction. J Consult Clin Psy- chol. 2019;87(9):831-43. https:// doi. org/ 10. 1037/ ccp00 00424. · DOI
- Authors
- Antons, S., Müller, S. M., Neumann, P., Müller, A., & Steins-Loeber, S.
- Affiliations
- Erwin L. Hahn Institute for Magnetic Resonance Imaging (DE)
- University of Duisburg-Essen (DE)
- Medizinische Hochschule Hannover (DE)
- Corresponding author
- Antons, Stephanie
- Venue
- Current Addiction Reports
- Published
- 2023-10-16
- Volume
- 10
- Issue
- 4
- Pages
- 749-769
- ISSN
- 2196-2952 (ISSN-L)
- OpenAlex
- W4387668280
- Cited by
- 21
- References
- 77
- Citations by year
- 2026: 9 · 2025: 11 · 2024: 1
- FWCI
- 9.06
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Current Addiction Reports (publishedVersion, cc-by)
- Funders
- Universität Duisburg-Essen
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- inhibitory control, behavioral addiction, go/no-go task, Stroop task, stop-signal task, gaming disorder, methodological heterogeneity
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