Need for cognition does not account for individual differences in metacontrol of decision making
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
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.
Details
Original language | English |
---|---|
Article number | 8240 |
Journal | Scientific reports |
Volume | 12 |
Early online date | 17 May 2022 |
Publication status | Published - Dec 2022 |
Peer-reviewed | Yes |
External IDs
PubMed | 35581395 |
---|---|
ORCID | /0000-0002-9426-5397/work/141543201 |
Keywords
Research priority areas of TU Dresden
DFG Classification of Subject Areas according to Review Boards
Subject groups, research areas, subject areas according to Destatis
ASJC Scopus subject areas
Keywords
- Bayes Theorem, Cognition, Decision Making, Humans, Individuality, Motivation, Reward