Evidence map›Paper›PMID 40426396›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Factors Influencing the Mental Health of First-Year College Students: Evidence from Digital Records of Daily Behaviors.

Jingyi Ou, Kunyu Wang, Mingzhang Zuo, Di Chen, Heng Luo

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Jingyi OuFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.
Kunyu WangFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.
Mingzhang ZuoFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.
Di ChenFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.ORCID 0009-0000-3863-7566
Heng LuoFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.ORCID 0000-0002-6551-8885

Funding

The Teacher Education Specialized Grant of Central China Normal University CCNUTEIII2024-04
6 · The paper itself

Abstract

The mental health of college students, particularly first-year students, deserves significant attention. As they transition from high school to college, they experience substantial changes not only in their learning behaviors but also in their daily behaviors, which may pose mental health challenges. However, existing studies exploring the factors influencing college students' mental health still have limitations in the selection of predictor variables and behavior assessment. Building on this, our study adopted a cross-sectional design involving 110 first-year college students in China (M = 17.94 years; 47 males, 63 females) and analyzed the impact of daily behaviors on mental health. We collected daily behavioral data through a designed mini program, and assessed mental health using the GHQ-28. LASSO regression was applied to identify key behavioral predictors, and semi-structured interviews were conducted to further explore the impact of these factors. The results show that sleep quality, planned and implemented physical exercise, average self-evaluation scores, average daily number of planned tasks, and the completion rate of planned tasks have a positive impact on mental health. These findings contribute to enhancing the theoretical understanding of how daily behaviors shape college students' mental health and offer practical guidance for universities to carry out mental health education.

Indexed as

daily behaviorsfirst-year college studentsinfluencing factorsmental healthself-management

Identifiers

PMID40426396
PMCPMC12109279

What OpenQuestion 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 OpenQuestion graph.