Mapping differentiated cognitive landscapes of university students in China via fuzzy comprehensive evaluation

Theoretically, this research moves beyond linear "cause-effect" narratives to uncover how specific cognitive-emotional configurations shape academic trajectories. Practically, it highlights a need for differentiated university interventions that move beyond standardized counseling toward rebuilding "agency-performance" links, while inviting a reflective reconsideration of the core purpose of university examination systems.

Authors

Institutions

Publication Details

Journal
Frontiers in Psychology
Published
2026-02-24
DOI
https://doi.org/10.3389/fpsyg.2026.1740777
Primary Topic
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Mapping differentiated cognitive landscapes of university students in China via fuzzy comprehensive evaluation

Kai Zhang, Yaolong Lu, Liu Mei, Xia Li
Frontiers in Psychology
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
article

Mapping differentiated cognitive landscapes of university students in China via fuzzy comprehensive evaluation

Kai Zhang, Yaolong Lu, Liu Mei, Xia Li
article en

Abstract

Theoretically, this research moves beyond linear "cause-effect" narratives to uncover how specific cognitive-emotional configurations shape academic trajectories. Practically, it highlights a need for differentiated university interventions that move beyond standardized counseling toward rebuilding "agency-performance" links, while inviting a reflective reconsideration of the core purpose of university examination systems.

Frontiers in PsychologyVol. 17
Anhui University (CN), Hefei University (CN)
Anhui Office of Philosophy and Social Science, Jilin Office of Philosophy and Social Science
Sustainable cities and communities
Openalex Percentile: Top 47%
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
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.