1. Reliability of the fMRI-based assessment of self-evaluation in individuals with internet gaming disorder
- Author
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Theresa Gädeke, Iris Reinhard, Patrick Bach, Tagrid Leménager, Holger Hill, and Falk Kiefer
- Subjects
Intraclass correlation ,Task (project management) ,Diagnostic Self Evaluation ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Pharmacology (medical) ,ddc:796 ,Biological Psychiatry ,Reliability (statistics) ,Brain Mapping ,Internet ,Neural correlates of consciousness ,business.industry ,Brain ,Reproducibility of Results ,Contrast (statistics) ,Cognition ,Immunoglobulin D ,General Medicine ,Magnetic Resonance Imaging ,Popularity ,030227 psychiatry ,Behavior, Addictive ,Psychiatry and Mental health ,Athletic & outdoor sports & games ,Video Games ,The Internet ,business ,Psychology ,Internet Addiction Disorder ,030217 neurology & neurosurgery ,Cognitive psychology - Abstract
The self-concept—defined as the cognitive representation of beliefs about oneself—determines how individuals view themselves, others, and their actions. A negative self-concept can drive gaming use and internet gaming disorder (IGD). The assessment of the neural correlates of self-evaluation gained popularity to assess the self-concept in individuals with IGD. This attempt, however, seems to critically depend on the reliability of the investigated task-fMRI brain activation. As first study to date, we assessed test–retest reliability of an fMRI self-evaluation task. Test–retest reliability of neural brain activation between two separate fMRI sessions (approximately 12 months apart) was investigated in N = 29 healthy participants and N = 11 individuals with pathological internet gaming. We computed reliability estimates for the different task contrasts (self, a familiar, and an unknown person) and the contrast (self > familiar and unknown person). Data indicated good test–retest reliability of brain activation, captured by the “self”, “familiar person”, and “unknown person” contrasts, in a large network of brain regions in the whole sample (N = 40) and when considering both experimental groups separately. In contrast to that, only a small set of brain regions showed moderate to good reliability, when investigating the contrasts (“self > familiar and unknown person”). The lower reliability of the contrast can be attributed to the fact that the constituting contrast conditions were highly correlated. Future research on self-evaluation should be cautioned by the findings of substantial local reliability differences across the brain and employ methods to overcome these limitations.
- Published
- 2022