Evidence map›Paper›PMID 42490914›Full record

ArticleGlobal mental health (Cambridge, England)2026

Bibliometric analysis of childhood adversity and anxiety disorders: Trends, hotspots and international collaboration.

Nairong Ruan, Liuyin Jin, Yaping Chen, Feijie Zheng

Abstract read
In one paragraph

Article in Global mental health (Cambridge, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

4 authors.

Nairong RuanNingbo Psychiatric Hospital, China.
Liuyin JinThe Second People's Hospital of Lishui, Lishui, Zhejiang, China.ORCID https://orcid.org/0000-0001-9834-4108
Yaping ChenNingbo Psychiatric Hospital, China.
Feijie ZhengNingbo Kangning Hospital, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Anxiety disorders are highly prevalent mental health conditions and are closely associated with early-life adversity. Although research on childhood adversity and anxiety disorders has expanded rapidly, the overall knowledge structure and emerging trends remain unclear. This bibliometric study systematically searched English-language publications from Web of Science Core Collection, Scopus and PubMed. Bibliometrix was used to analyze annual publication trends, countries, institutions, authors and journals. VOSviewer was applied to construct keyword co-occurrence and institutional collaboration networks, and CiteSpace was used to visualize thematic evolution and keyword bursts. A total of 4,481 eligible publications were included. The annual number of publications increased steadily since 2000, with marked acceleration after 2010. Research output and influence were mainly concentrated in the United States and Western Europe. High-frequency keywords included anxiety disorders, depression, childhood abuse, adverse childhood experiences and post-traumatic stress responses. Keyword analyses indicated a thematic shift from specific trauma types and diagnostic categories toward cumulative adversity, cross-diagnostic risk factors, emotional regulation, psychological resilience and symptom networks. This field has evolved from descriptive correlational studies to an interdisciplinary area integrating multilayered and mechanistic perspectives. Future studies should strengthen longitudinal designs, cross-cultural samples and multimodal data integration.

Indexed as

adverse childhood experiencesanxiety disordersbibliometric analysischildhood adversitythematic evolution

Identifiers

PMID42490914
PMCPMC13375840

What Socratic holds

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LicenceCC BY
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Registered trials

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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.