Evidence map›Paper›PMID 42876666›Full record

ArticleFrontiers in psychiatry2026

The relationship between heart rate variability and eye movement characteristics in adolescents with internet gaming disorder: the mediating role of impulsivity.

Yibo Zhang, Huijie Zhang, Jing Yao, Bailing Huang, Jie He, Fenglan Niu, Yanyan Li

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Yibo ZhangThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Huijie ZhangThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Jing YaoThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Bailing HuangThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Jie HeThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Fenglan NiuThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.
Yanyan LiThe Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study aimed to investigate alterations in heart rate variability (HRV) and exploratory eye-movement characteristics in adolescents with Internet Gaming Disorder (IGD), examine the associations among HRV, impulsivity, and exploratory eye-movement characteristics, and further conduct an exploratory mediation analysis based on the observed correlation pattern. Methods: A cross-sectional case-control study was conducted involving 75 adolescents who met the diagnostic criteria for IGD and 75 age-, sex-, and education-matched healthy controls (HCs). All participants completed psychological assessments, including the 20-item Internet Gaming Disorder Test, the Chinese Revised Version of the Barratt Impulsiveness Scale-11 (BIS-11), the Hamilton Anxiety Scale, and the Hamilton Depression Scale. HRV parameters, including heart rate (HR), standard deviation of NN intervals (SDNN), and root mean square of successive differences (RMSSD), were collected. Eye movement parameters included the number of eye fixations (NEF), responsive search scores (RSS), total eye scanning length (TESL), mean eye scanning length (MESL), and discriminant analysis score. Statistical analyses were performed using SPSS version 25.0. Pearson correlation analyses were conducted to examine associations among variables, with Benjamini-Hochberg false discovery rate (FDR) correction applied for multiple comparisons. Mediation analyses were performed using the PROCESS macro in SPSS with the bootstrap method to test the significance of indirect effects. Results: (1) Compared with the HC group, the IGD group exhibited reduced HRV, characterized by significantly decreased RMSSD and SDNN values and increased HR (all p < 0.001). (2) Compared with the HC group, the IGD group showed significant alterations in eye movement performance, including decreased NEF and RSS, as well as reduced TESL and MESL (all p < 0.001). (3) Pearson correlation analyses within the IGD group revealed that RMSSD was negatively correlated with BIS-11 total scores, BIS-11 total scores were negatively correlated with RSS, and RMSSD was positively correlated with RSS. (4) The exploratory mediation analysis showed a significant indirect association between RMSSD and RSS through BIS-11 total scores (unstandardized indirect effect = 0.0375, 95% bootstrap CI [0.0061, 0.0903]), accounting for approximately 33.0% of the total association. Conclusion: This study examined the interrelationships among physiological, cognitive, and behavioral characteristics of IGD. Adolescents with IGD exhibited reduced HRV, increased impulsivity, and altered exploratory eye-movement characteristics. Impulsivity statistically accounted for part of the association between RMSSD and RSS.

Indexed as

adolescentseye movementheart rate variabilityimpulsivityinternet gaming disordermediating effect

Identifiers

PMID42876666
PMCPMC13661566

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.