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Mirror, Mirror on the Wall : A Meta-Analysis on the Validity of Self-Assessed Intelligence through the Lens of the Multiverse
Patzl, Sabine; Oberleiter, Sandra; Pietschnig, Jakob (2024): Mirror, Mirror on the Wall : A Meta-Analysis on the Validity of Self-Assessed Intelligence through the Lens of the Multiverse, in: Journal of Intelligence : open access journal, Basel: MDPI AG, Jg. 12, Nr. 9, S. 1–20, doi: 10.3390/jintelligence12090081.
Faculty/Chair:
Author:
Title of the Journal:
Journal of Intelligence : open access journal
ISSN:
2079-3200
Publisher Information:
Year of publication:
2024
Volume:
12
Issue:
9
Pages:
Language:
English
Abstract:
Examining the relationship between self-assessed intelligence (SAI) and psychometric intelligence (IQ) is essential for understanding how people’s self-evaluations reflect their actual intelligence. Various factors, such as SAI measurement methods, participant characteristics, and testing conditions have been hypothesized to moderate the SAI–IQ link, yet the generality of this association remains unclear. Here, we provide evidence for SAI and IQ associations based on 278 effect sizes from 115 independent samples (N = 36,833) using a multi-level meta-analysis, revealing a moderate positive correlation (r = 0.30; 95% CI [0.27, 0.33]). Multiverse analyses demonstrated remarkable stability of this effect, with most summary effect specifications yielding significant positive correlations (96%), averaging r = 0.32. Notably, ability domain and sample type emerged as significant moderators, with numerical ability showing stronger correlations compared to general cognitive, verbal, and spatial abilities. Importantly, our study found that correlations in student samples were significantly higher than those in general samples. Our findings show a moderate positive association of SAI with IQ, unaffected by participant sex, publication year, administration order, neuroticism, and self-assessment method, yet significantly moderated by ability domain and sample type. Our results illustrate the importance of feedback in educational settings to help students accurately assess their cognitive abilities.
GND Keywords: ;  ; 
Selbsteinschätzung
Intelligenz
Social Media
Keywords: ;  ;  ;  ; 
self-assessed intelligence
meta-analysis
effect inflation
multiverse analysis
specification curve
DDC Classification:
RVK Classification:
Peer Reviewed:
Yes:
Type:
Article
Activation date:
August 30, 2024
Versioning
Question on publication
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https://fis.uni-bamberg.de/handle/uniba/97733