Deficits in executive functions but not in decision making under risk in individuals with problematic social-network use
Open accessAbstract
BACKGROUND: The tendency to strive for immediate gratification by neglecting potential negative long-term outcomes characterizes addictive behaviors, such as substance use or gaming disorder. Problematic social-network use is currently discussed as another potential addictive behavior, which is considered to result from an imbalance between affective and cognitive processes, indicated by traits such as increased impulsivity and/or decreased executive functions and decision-making abilities. METHODS: This study investigates the respective functions in social-network users by use of the Cards and Lottery Task (CLT) - a decision-making task under risk conditions in which options contain conflicting immediate and long-term outcomes at the same time. A sample of German and Spanish participants (N = 290) performed the CLT as well as the Modified Card Sorting Test (MCST), Barratt Impulsiveness Scale (BIS), the short Internet Addiction Test specified for social-networking (sIAT-SNS), and screeners on other potentially problematic behaviors. RESULTS: Comparing extreme groups based on sIAT-SNS scores (1SD above/below mean), individuals with problematic social-network use (n = 56), as compared to those with non-problematic social-network use (n = 50), showed increased attentional impulsivity and reduced executive functions. No differences were observed in decision-making performance. CONCLUSION: The findings indicate that problematic social-network use is related to attentional rather than general decision-making deficits. Furthermore, problematic social-network use is likely to co-occur with other problematic Internet-use behaviors, particularly gaming or shopping.
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The Iowa Gambling Task is less relevant to impulsivity and more relevant to sensitivity to reward and personal patterns of decision-making under uncertain risk.
“The literature suggests that the Iowa Gambling Task is less relevant to impulsivity and more relevant to sensitivity to reward and personal patterns of decision-making under uncertain risk (Hanson et al., 2008; Müller et al., 2021).”
From Problematic social media use and inhibitory control among post-secondary students (2025) · cites this paper as Müller et al., 2021
The Introduction identifies the Iowa Gambling Task as a measure of decision-making under ambiguous risk, where the risks of potential consequences are initially unknown. It does not say the task is less relevant to impulsivity, or more relevant to reward sensitivity or personal decision-making patterns. Page numbers are unavailable in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measuredThere are inconsistent findings on impulsivity, executive functions, and decision-making in problematic social-network use.
“Impulsivity, executive functions, and decision-making are key features of addictive behaviors, yet research on these functions in problematic social-network use is rare, and there are inconsistent findings ( 25 ).”
From Neurocognitive function among individuals with problematic social media use (2026) · cites this paper as [25]
Research on impulsivity, executive functions, and decision-making in problematic social-network use is rare.
“Impulsivity, executive functions, and decision-making are key features of addictive behaviors, yet research on these functions in problematic social-network use is rare, and there are inconsistent findings ( 25 ).”
From Neurocognitive function among individuals with problematic social media use (2026) · cites this paper as [25]
Evidence indicated attentional impulsivity in individuals with excessive social media use.
“Furthermore, evidence indicated attentional impulsivity in individuals with excessive social media use ( 25 ).”
From Neurocognitive function among individuals with problematic social media use (2026) · cites this paper as [25]
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López, M. T. I., Giráldez, C. A. M., & Brotóns, E. B. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e22903 · Cited by 8 · see citing works
Luque-Reca, O., Giráldez, C. A. M., Carbonell-Colomer, M., Bewernick, C., & Brotóns, E. B. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s466070 · Cited by 9 · see citing works
Giráldez, C. A. M., Carbonell-Colomer, M., & Brotóns, E. B. (2024) · Frontiers in Nutrition · doi:10.3389/fnut.2024.1400815 · Cited by 7 · see citing works
Alavinikoo, S., Pirmoradi, M., Tajrishi, K. Z., & Arezoomandan, R. (2025) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803395.2025.2480139 · Cited by 5 · see citing works
Aslan, A. M., & Koç, H. (2026) · Psychiatric Quarterly · doi:10.1007/s11126-026-10269-4 · Cited by 6 · see citing works
Ng, W. Q., & Yang, H. (2026) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2025.100917 · Cited by 4 · see citing works
Liberacka-Dwojak, M., Cruz, G. V., Wiłkość-Dębczyńska, M., Rochat, L., Khan, R., Müller, S. M., Brand, M., & Khazaal, Y. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1595502 · Cited by 3 · see citing works
A Systematic Review to Explore a Neuropsychological Profile that Predates Anorexia Nervosa
Noon, R., & Pathan, T. (2024) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acae072 · Cited by 2 · see citing works
Proactive control for conflict resolution is intact in subclinical obsessive-compulsive individuals
Fornaro, S., Visalli, A., Viviani, G., Ambrosini, E., & Vallesi, A. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1490147 · Cited by 2 · see citing works
Kessling, A., Müller, S. M., Müller, A., Brand, M., & Wegmann, E. (2025) · Addictive Behaviors · doi:10.1016/j.addbeh.2025.108556 · Cited by 2 · see citing works
Zhong, W., & Tian, N. (2026) · Journal of Adolescence · doi:10.1002/jad.70201 · Cited by 2 · see citing works
Behavioral Insights into Shopping Addiction: Emotional and Cognitive Drivers
Kalliampakou, I., & Antonopoulou, H. (2024) · Technium Romanian Journal of Applied Sciences and Technology · doi:10.47577/technium.v24i.11972 · Cited by 1 · see citing works
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Neurocognitive function among individuals with problematic social media use
Almog, I., Mama, Y., & Weinstein, A. M. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1825888 · Cited by 1 · see citing works
“Impulsivity, executive functions, and decision-making are key features of addictive behaviors, yet research on these functions in problematic social-network use is rare, and there are inconsistent fi ndings (25).”
InfluentialOluwaseun, A., Salawu, S. O., & Justina, B. (2024) · International Journal of Pharmacy and Chemistry · doi:10.11648/j.ijpc.20241001.11
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Repercusiones neurobiológicas, cognitivas y clínicas de adicción a redes sociales
Díaz-Rodríguez, M., Mestres-Vázquez, L., Pérez-Banchilleria, P., & Adan, A. (2026) · Revista de Psicología Universidad de Antioquia · doi:10.17533/udea.rp.e364626
- Authors
- Müller, S. M., Wegmann, E., García Arias, M., Bernabéu Brotóns, E., Marchena Giráldez, C., & Brand, M.
- Affiliations
- Erwin L. Hahn Institute for Magnetic Resonance Imaging (DE)
- University of Duisburg-Essen (DE)
- Corresponding author
- Brand, Matthias
- Venue
- Comprehensive Psychiatry
- Publisher
- Elsevier BV
- Published
- 2021-04
- Volume
- 106
- Pages
- 152228
- ISSN
- 0010-440X (ISSN-L)
- OpenAlex
- W3127741158
- Cited by
- 42
- References
- 79
- Citations by year
- 2026: 10 · 2025: 8 · 2024: 10 · 2023: 9 · 2022: 3 · 2021: 2
- FWCI
- 8.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Comprehensive Psychiatry (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Deposito Digital UFV (Francisco de Vitoria University) (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Clinical Psychology › Gambling Behavior and Treatments
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Keywords
- executive function, decision making under risk, attentional impulsivity, internet addiction, Barratt Impulsiveness Scale, problematic internet use, gaming disorder, compulsive buying
- MeSH terms
- Decision Making, Humans, Impulsive Behavior, Behavior, Addictive, Substance-Related Disorders, Internet, Executive Function
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