TY - JOUR
T1 - Cognitive inflexibility and repetitive habitual actions are associated with problematic use of the internet
AU - Raj, Kavya
AU - Segrave, Rebecca
AU - Verdéjo-Garcia, Antonio
AU - Yücel, Murat
N1 - Funding Information:
We are extremely grateful to the Wilson Foundation and David Winston Turner Endowment Fund whose generous philanthropic investment in the BrainPark research team and facility made this research possible. Kavya Raj received no financial support for the research, authorship, and/or publication of this article. Prof Yücel’s role on this paper was funded through a National Health and Medical Research Council Fellowship (NHMRC; #APP1117188). Prof Yücel also receives funding from other NHMRC schemes, Monash University, and Australian Government funding bodies such as the Australian Research Council (ARC), Australian Defence Science and Technology (DST), and the Department of Industry, Innovation and Science (DIIS). He has also received philanthropic donations from the David Winston Turner Endowment Fund, the Wilson Foundation , as well as payments in relation to court-, expert witness-, and/or expert review-reports. The funding sources had no role in the design, management, data analysis, presentation, or interpretation and write-up of the data. Prof Verdejo-Garcia was supported by the Medical Research Future Fund (MRF 1141214).
Funding Information:
We are extremely grateful to the Wilson Foundation and David Winston Turner Endowment Fund whose generous philanthropic investment in the BrainPark research team and facility made this research possible. Kavya Raj received no financial support for the research, authorship, and/or publication of this article. Prof Yücel's role on this paper was funded through a National Health and Medical Research Council Fellowship (NHMRC; #APP1117188). Prof Yücel also receives funding from other NHMRC schemes, Monash University, and Australian Government funding bodies such as the Australian Research Council (ARC), Australian Defence Science and Technology (DST), and the Department of Industry, Innovation and Science (DIIS). He has also received philanthropic donations from the David Winston Turner Endowment Fund, the Wilson Foundation, as well as payments in relation to court-, expert witness-, and/or expert review-reports. The funding sources had no role in the design, management, data analysis, presentation, or interpretation and write-up of the data. Prof Verdejo-Garcia was supported by the Medical Research Future Fund (MRF 1141214).
PY - 2023/4
Y1 - 2023/4
N2 - Classification of Problematic Use of the Internet (PUI) remains contentious, and differing conceptualisations define PUI as a behavioural addiction, an impulse-control disorder, or an artefact of in-person social difficulties. However, these divergent conceptualisations share two commonalities: an emphasis on loss of inhibitory control (a central component of impulsivity) over internet-related urges, and repetitive habitual patterns of internet use that persist despite maladaptive outcomes (a central component of compulsivity). To date, no study has concurrently investigated impulsive and compulsive mechanisms as possible cognitive drivers of PUI. To address this gap, the study aimed to predict PUI through assessment of multiple dimensions of impulsivity and compulsivity: response inhibition, risky decision-making, reward valuation, reward-related attentional bias, cognitive flexibility, and habit formation. Ninety-one Australian university students (52 problematic internet users and 38 healthy controls) were sampled via online group-testing. Using logistic regression analysis, the model was able to predict individuals with PUI with 83.3% accuracy. Significant predictors within the model were two dimensions of compulsivity: cognitive flexibility and habitual actions, with each unit increase (i.e., towards inflexibility and perseverance) predicting an increase in likelihood of PUI of 134% and 17% respectively. The results suggest that individuals with PUI may have difficulty inhibiting previously rewarding learned responses when these reward contingencies are reversed, as well as an excessive tendency towards habit formation. Dysfunction in action-outcome and stimulus-response learning mechanisms may be mechanistic drivers of PUI, signifying possible transdiagnostic cognitive similarities between PUI and addictive disorders.
AB - Classification of Problematic Use of the Internet (PUI) remains contentious, and differing conceptualisations define PUI as a behavioural addiction, an impulse-control disorder, or an artefact of in-person social difficulties. However, these divergent conceptualisations share two commonalities: an emphasis on loss of inhibitory control (a central component of impulsivity) over internet-related urges, and repetitive habitual patterns of internet use that persist despite maladaptive outcomes (a central component of compulsivity). To date, no study has concurrently investigated impulsive and compulsive mechanisms as possible cognitive drivers of PUI. To address this gap, the study aimed to predict PUI through assessment of multiple dimensions of impulsivity and compulsivity: response inhibition, risky decision-making, reward valuation, reward-related attentional bias, cognitive flexibility, and habit formation. Ninety-one Australian university students (52 problematic internet users and 38 healthy controls) were sampled via online group-testing. Using logistic regression analysis, the model was able to predict individuals with PUI with 83.3% accuracy. Significant predictors within the model were two dimensions of compulsivity: cognitive flexibility and habitual actions, with each unit increase (i.e., towards inflexibility and perseverance) predicting an increase in likelihood of PUI of 134% and 17% respectively. The results suggest that individuals with PUI may have difficulty inhibiting previously rewarding learned responses when these reward contingencies are reversed, as well as an excessive tendency towards habit formation. Dysfunction in action-outcome and stimulus-response learning mechanisms may be mechanistic drivers of PUI, signifying possible transdiagnostic cognitive similarities between PUI and addictive disorders.
UR - http://www.scopus.com/inward/record.url?scp=85146014004&partnerID=8YFLogxK
U2 - 10.1016/j.addbeh.2022.107600
DO - 10.1016/j.addbeh.2022.107600
M3 - Article
C2 - 36608592
AN - SCOPUS:85146014004
SN - 0306-4603
VL - 139
JO - Addictive Behaviors
JF - Addictive Behaviors
M1 - 107600
ER -