Evidence map›Paper›PMID 41798008›Full record

ArticleFrontiers in psychology2026

Research on the emotional generation mechanism and optimization pathways of traditional village landscapes in northeastern Hubei based on EEG measurements.

Yifei Li, Xinyu Yan

RetractedAbstract readRetracted Publication
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Yifei LiSchool of Art and Design, Wuhan University of Science and Technology, Wuhan, China.
Xinyu YanSchool of Art and Design, Wuhan University of Science and Technology, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study selected Xiangmiao Village, Xiaoqiyuan Village, and Xiedian Ancient Village in the mountainous area of northeastern Hubei as representative samples, aiming to reveal the commonalities and differences in the emotional generation of traditional village landscapes within the region through systematic comparison. Methods: By using TGAM portable EEG devices to collect electroencephalogram signals from 50 participants while they observed standardized VR panoramic images, the study quantified their emotional arousal and valence and established an observation index system integrating three dimensions: material elements, spatial perception, and cultural cognition. With the aid of the VIKOR-GRA model and obstacle diagnosis model, key factors affecting emotional quality and their interactions were identified. Results: The study found that the formation of emotions toward traditional village landscapes follows a "material-space-culture" three-stage progressive mechanism and further identified multiple key thresholds affecting emotional benefits. The emotional obstacles in the three villages also exhibited certain differences. Based on these findings, synergistic optimization strategies were proposed. Discussion: It should be noted that all samples in this study were sourced from the mountainous area of northeastern Hubei, which shares homogeneity in geographic proximity, climatic conditions, and mountainous topography. The three villages, respectively, represent three typical spatial forms in this mountainous environment. Therefore, the conclusions are primarily applicable to traditional villages with similar mountainous topography and cultural backgrounds. Their generalizability to other topographic types such as plains or waterfront areas remains to be verified through subsequent cross-regional studies.

Indexed as

EEG technologylandscape emotionphysiological measurementtraditional villagesVIKOR-GRA mode

Identifiers

PMID41798008
PMCPMC12961987

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.