Keyword search (4,163 papers available)

"Bolenz F" Authored Publications:

Title Authors PubMed ID
1 Need for cognition does not account for individual differences in metacontrol of decision making Bolenz F; Profitt MF; Stechbarth F; Eppinger B; Strobel A; 35581395
PERFORM
2 Neural evidence for age-related deficits in the representation of state spaces Ruel A; Bolenz F; Li SC; Fischer A; Eppinger B; 35510942
PERFORM
3 Valence bias in metacontrol of decision making in adolescents and young adults Bolenz F; Eppinger B; 34655226
PERFORM
4 Seizing the opportunity: Lifespan differences in the effects of the opportunity cost of time on cognitive control Devine S; Neumann C; Otto AR; Bolenz F; Reiter A; Eppinger B; 34384965
PERFORM
5 Metacontrol of decision-making strategies in human aging. Bolenz F, Kool W, Reiter AM, Eppinger B 31397670
PERFORM
6 Developmental Changes in Learning: Computational Mechanisms and Social Influences. Bolenz F, Reiter AMF, Eppinger B 29250006
PERFORM

 

Title:Need for cognition does not account for individual differences in metacontrol of decision making
Authors:Bolenz FProfitt MFStechbarth FEppinger BStrobel A
Link:https://pubmed.ncbi.nlm.nih.gov/35581395/
DOI:10.1038/s41598-022-12341-y
Publication:Scientific reports
Keywords:
PMID:35581395 Category: Date Added:2022-05-18
Dept Affiliation: PERFORM
1 Faculty of Psychology, Technische Universität Dresden, Dresden, Germany. bolenz@mpib-berlin.mpg.de.
2 Max Planck Institute for Human Development, Lentzeallee 94, 14195, Berlin, Germany. bolenz@mpib-berlin.mpg.de.
3 Cluster of Excellence "Science of Intelligence", Technische Universität Berlin, Berlin, Germany. bolenz@mpib-berlin.mpg.de.
4 Department of Psychology, Concordia University, Montreal, Canada.
5 Faculty of Psychology, Technische Universität Dresden, Dresden, Germany.
6 PERFORM Centre, Concordia University, Montreal, Canada.

Description:

Humans show metacontrol of decision making, that is they adapt their reliance on decision-making strategies toward situational differences such as differences in reward magnitude. Specifically, when higher rewards are at stake, individuals increase reliance on a more accurate but cognitively effortful strategy. We investigated whether the personality trait Need for Cognition (NFC) explains individual differences in metacontrol. Based on findings of cognitive effort expenditure in executive functions, we expected more metacontrol in individuals low in NFC. In two independent studies, metacontrol was assessed by means of a decision-making task that dissociates different reinforcement-learning strategies and in which reward magnitude was manipulated across trials. In contrast to our expectations, NFC did not account for individual differences in metacontrol of decision making. In fact, a Bayesian analysis provided moderate to strong evidence against a relationship between NFC and metacontrol. Beyond this, there was no consistent evidence for relationship between NFC and overall model-based decision making. These findings show that the effect of rewards on the engagement of effortful decision-making strategies is largely independent of the intrinsic motivation for engaging in cognitively effortful tasks and suggest a differential role of NFC for the regulation of cognitive effort in decision making and executive functions.





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