PERFORM Publications

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Title		Authors	PubMed ID
1	Shared effects of one s own and others experiences during reinforcement learning on episodic memory	Woitow MA; Jang AI; Eppinger B; Nassar MR; Brass M; Rodriguez Buritica JM;	41764305 PSYCHOLOGY
2	Computational neuroscience across the lifespan: Promises and pitfalls	van den Bos W; Bruckner R; Nassar MR; Mata R; Eppinger B;	29066078 PSYCHOLOGY
3	Developmental differences in the neural dynamics of observational learning	Rodriguez Buritica JM; Heekeren HR; Li SC; Eppinger B;	30036542 PSYCHOLOGY
4	Observational reinforcement learning in children and young adults	Rodriguez Buritica JM; Eppinger B; Heekeren HR; Crone EA; van Duijvenvoorde ACK;	38480747 PSYCHOLOGY
5	Human ageing is associated with more rigid concept spaces	Devine S; Neumann C; Levari D; Eppinger B;	36253591 PERFORM
6	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
7	Neural evidence for age-related deficits in the representation of state spaces	Ruel A; Bolenz F; Li SC; Fischer A; Eppinger B;	35510942 PERFORM
8	Valence bias in metacontrol of decision making in adolescents and young adults	Bolenz F; Eppinger B;	34655226 PERFORM
9	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
10	Meta-control: From psychology to computational neuroscience	Eppinger B; Goschke T; Musslick S;	34081267 PSYCHOLOGY
11	Resource-rational approach to meta-control problems across the lifespan	Ruel A; Devine S; Eppinger B;	33590729 PERFORM
12	Metacontrol of decision-making strategies in human aging.	Bolenz F, Kool W, Reiter AM, Eppinger B	31397670 PERFORM
13	The Aging of the Social Mind - Differential Effects on Components of Social Understanding.	Reiter AMF, Kanske P, Eppinger B, Li SC	28887491 PSYCHOLOGY
14	Risk contagion by peers affects learning and decision-making in adolescents.	Reiter AMF, Suzuki S, O'Doherty JP, Li SC, Eppinger B	30667261 PERFORM
15	L-DOPA reduces model-free control of behavior by attenuating the transfer of value to action.	Kroemer NB, Lee Y, Pooseh S, Eppinger B, Goschke T, Smolka MN	30381245 PSYCHOLOGY
16	Age Differences in the Neural Mechanisms of Intertemporal Choice Under Subjective Decision Conflict	Eppinger B; Heekeren HR; Li SC;	29028956 PERFORM
17	Developmental Changes in Learning: Computational Mechanisms and Social Influences.	Bolenz F, Reiter AMF, Eppinger B	29250006 PERFORM

Title:	Metacontrol of decision-making strategies in human aging.
Authors:	Bolenz F, Kool W, Reiter AM, Eppinger B
Link:	https://www.ncbi.nlm.nih.gov/pubmed/31397670?dopt=Abstract
DOI:	10.7554/eLife.49154
Publication:	eLife
Keywords:	decision making; human; lifespan development; model-based; model-free; neuroscience; reinforcement learning; reward;
PMID:	31397670	Category:	Elife	Date Added:	2019-09-23
Dept Affiliation:	PERFORM 1 Chair of Lifespan Developmental Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden, Germany. 2 Department of Psychology, Harvard University, Cambridge, United States. 3 Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, United States. 4 Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom. 5 Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom. 6 Department of Psychology, Concordia University, Montreal, Canada. 7 PERFORM centre, Concordia University, Montreal, Canada.

Description:

Metacontrol of decision-making strategies in human aging.

Elife. 2019 Aug 09;8:

Authors: Bolenz F, Kool W, Reiter AM, Eppinger B

Abstract

Humans employ different strategies when making decisions. Previous research has reported reduced reliance on model-based strategies with aging, but it remains unclear whether this is due to cognitive or motivational factors. Moreover, it is not clear how aging affects the metacontrol of decision making, that is the dynamic adaptation of decision-making strategies to varying situational demands. In this cross-sectional study, we tested younger and older adults in a sequential decision-making task that dissociates model-free and model-based strategies. In contrast to previous research, model-based strategies led to higher payoffs. Moreover, we manipulated the costs and benefits of model-based strategies by varying reward magnitude and the stability of the task structure. Compared to younger adults, older adults showed reduced model-based decision making and less adaptation of decision-making strategies. Our findings suggest that aging affects the metacontrol of decision-making strategies and that reduced model-based strategies in older adults are due to limited cognitive abilities.

PMID: 31397670 [PubMed - in process]

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