Using hierarchical drift diffusion models to elucidate computational mechanisms of reduced reward sensitivity in adolescent major depressive disorder

Our findings suggest that reduced reward sensitivity and slower evidence accumulation during reward learning may serve as potential indicators of anhedonia in adolescents with MDD. These findings provided crucial insights into the dysregulated positive affect model, underscoring a dysfunctional reward system as a key factor in anhedonia developmental psychopathology in depression.

Authors

Institutions

Publication Details

Journal
BMC Psychiatry
Published
2024-12-18
DOI
https://doi.org/10.1186/s12888-024-06353-3
Citations
8
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
4.06

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using hierarchical drift diffusion models to elucidate computational mechanisms of reduced reward sensitivity in adolescent major depressive disorder

Jingbo Gong, Lei Shen, Chao Yan, Zhenghui Yi et al.
8 citations
BMC Psychiatry
Mental Health Research Topics
4.06
article

Using hierarchical drift diffusion models to elucidate computational mechanisms of reduced reward sensitivity in adolescent major depressive disorder

Jingbo Gong, Lei Shen, Chao Yan, Zhenghui Yi, Ya-xin Hu, Qinyu Lv
article en
8 citations

Abstract

Our findings suggest that reduced reward sensitivity and slower evidence accumulation during reward learning may serve as potential indicators of anhedonia in adolescents with MDD. These findings provided crucial insights into the dysregulated positive affect model, underscoring a dysfunctional reward system as a key factor in anhedonia developmental psychopathology in depression.

BMC PsychiatryVol. 24(1)
Shanghai Jiao Tong University (CN), Shanghai Mental Health Center (CN), Shanghai Changning Mental Health Center (CN), East China Normal University (CN)
National Natural Science Foundation of China, East China Normal University
Openalex Percentile: Top 6%
Mental Health Research Topics
4.06
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Using hierarchical drift diffusion models to elucidate computational mechanisms of reduced reward sensitivity in adolescent major depressive disorder — Jingbo Gong, Lei Shen, et al. · BMC Psychiatry (2024) | TGRS Research Map | TGRS