Evidence map›Paper›PMID 40410879›Full record

ArticleAnnals of general psychiatry2025

Parental dysfunction and adolescent mental health: AI-aided content analysis of suicide notes on social media.

Jianwei Wu, Yuan Liu, Tan Hung, Simin Liu, Sydney X Hu

Abstract read
In one paragraph

Article in Annals of general psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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.

Jianwei WuKiang Wu Nursing College of Macau, Macau, 999078, China.
Yuan LiuKiang Wu Nursing College of Macau, Macau, 999078, China.
Tan HungKiang Wu Nursing College of Macau, Macau, 999078, China.
Simin LiuKiang Wu Nursing College of Macau, Macau, 999078, China.
Sydney X HuKiang Wu Nursing College of Macau, Macau, 999078, China. sydney@kwnc.edu.mo.

Funding

Macao Foundation 028/DGAF/2023-02
6 · The paper itself

Abstract

Adolescent suicide represents a critical global health issue. While research has identified numerous risk factors, the specific impact of parental dysfunction on adolescent suicide remains understudied, especially in Chinese contexts. This study explores how parental dysfunction manifests in suicide notes and affects adolescent mental health. We collected data from Chinese social media platforms using web crawlers, yielding 30 valid suicide notes for analysis. Using the AI-aided content analysis platform DiVoMiner

Indexed as

Adolescent mental healthAdolescent suicideAI-aided content analysisParental dysfunctionsSuicide notes

Identifiers

PMID40410879
PMCPMC12102929

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.