Published November 7, 2023 | Version v1
Journal article Open

The neurocognitive correlates of non-substance addictive behaviors

  • 1. Monash University
  • 2. University of Southampton
  • 3. University of Chicago

Description

Neurocognitive deficits have been implicated as transdiagnostic risk markers of substance use disorders. However, these have yet to be comprehensively evaluated in other, non-substance addictions. In a large, general community sample (N = 475) the present study evaluated the neurocognitive correlates of problem alcohol use and three non-substance-related addictive behaviors: addictive eating (AE), problematic pornography use (PPU), and problematic use of the internet (PUI), to identify potential shared and distinct neurocognitive correlates. A sample of Australian residents (54.4 % female M[SD] age = 32.4[11.9] years) completed a comprehensive online assessment of neurocognitive tasks tapping into eight distinct expert-endorsed domains purportedly associated with addiction. Multiple linear regressions with bootstrapping were used to examine associations among each addictive behavior of interest and neurocognition, trait impulsivity, and compulsivity, as well as key covariates. Neurocognition was differentially associated with each addictive behavior. None of the neurocognitive domains were significantly associated with problematic alcohol use or AE (p >.05), poorer performance monitoring was significantly associated with higher levels of PPU and PUI (β = −0.10, p =.049; β = −0.09, p =.028), and a preference for delayed gratification was associated with more severe PUI (β = −0.10, p =.025). Our findings have theoretical implications for how we understand non-substance addiction and suggest the need for a more nuanced approach to studying addictive behaviors that take into account the underlying neurocognitive mechanisms associated with each type of addiction.

Data availability

Data will be made available on request.

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Additional details

Identifiers

DOI
10.1016/j.addbeh.2023.107904
Other
oai:uchicago.tind.io:9779

Funding

National Health and Medical Research Council (NHMRC)
Project Grant
National Health and Medical Research Council (NHMRC)
Medical Research Future Fund Investigator Grant
Australian Government
Research Training Program (RTP) Scholarship

UChicago Information

Division(s)
Biological Sciences Division, Pritzker School of Medicine
Department(s)
Psychiatry and Behavioral Neuroscience