Evidence map›Paper›PMID 42907817›Full record

ArticleBMC public health2026

Network analysis of intimate partner violence and depression-anxiety symptoms in Chinese transgender women.

Lulu Xu, Yawen Zheng, Fengyi Wang, Jiani Hu, Fang Wang, Ying Wang, Yong Cai

Abstract read
In one paragraph

Article in BMC public health, 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.

Lulu Xu *Institute of Clinical Research, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111, Xianxia Road, Shanghai, 200336, China.
Yawen Zheng *Institute of Clinical Research, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111, Xianxia Road, Shanghai, 200336, China.
Fengyi Wang *Institute of Clinical Research, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111, Xianxia Road, Shanghai, 200336, China.
Jiani HuYouth Science and Technology Innovation Studio, affiliated with Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111 Xianxia Road, Shanghai, 200335, China.
Fang WangDepartment of Student Affairs, Shanghai Jiao Tong University School of Medicine, 227, South Chongqing Road, Shanghai, 200025, China.
Ying WangInstitute of Clinical Research, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111, Xianxia Road, Shanghai, 200336, China. yingwangxun@outlook.com.
Yong CaiInstitute of Clinical Research, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111, Xianxia Road, Shanghai, 200336, China. caiyong202028@hotmail.com.ORCID http://orcid.org/0000-0002-5706-7906

Funding

the Key discipline projects of Shanghai Three-Year Action Plan for Public Health under grant GWVI-11.1-29the Key Project of Medical-Engineering Interdisciplinary Program, Shanghai Jiao Tong University AF7320007the Public Health Research Project from Shanghai Disease Control and Prevention Administration 2024GKM30
6 · The paper itself

Abstract

backgroundChinese transgender women have a higher prevalence of intimate partner violence (IPV) compared to their cisgender counterparts. To mitigate the risk of IPV, it is crucial to comprehend the symptoms of emotional distress that are most closely associated with IPV. This network analysis investigated the item-level connections among depressive symptoms, anxiety symptoms, and IPV among Chinese transgender women.

methodsBetween February and December 2022, 264 adult transgender women in Shenyang, China, were recruited through snowball sampling with support from a community-based non-governmental organization. Data were collected using the Intimate Partner Violence Scale, the Patient Health Questionnaire (PHQ-9), and the Generalized Anxiety Disorder Questionnaire (GAD-7). The network structure of depressive symptoms, anxiety symptoms, and IPV was examined using "Expected Influence" and "Bridge Expected Influence" as measures of centrality. The stability of the network was assessed through a case-dropping bootstrap approach. A Network Comparison Test was conducted to examine whether network characteristics differed based on the presence or absence of IPV.

resultsAmong 264 participants, 221 (83.7%) reported having experienced IPV. The most central symptom was PHQ6 (guilt), followed by GAD2 (uncontrollable worry) and GAD1 (nervousness). The bridge symptoms linking the depression and anxiety communities were GAD2 (uncontrollable worry), PHQ9 (suicide), and GAD5 (restlessness). A flow network indicated that the strongest associations between IPV and depressive and anxiety symptoms were for GAD5 (restlessness) and PHQ2 (sad mood). Network Comparison Test revealed no significant differences in global strength or structure between the IPV and non-IPV groups.

conclusionsFindings highlight specific depressive and anxiety symptoms as key correlates of IPV among Chinese transgender women. These central and bridge symptoms offer hypothesis-generating entry points for future longitudinal research and may inform the development of targeted interventions; however, the cross-sectional design precludes causal or directional conclusions.

Indexed as

AnxietyDepressionIntimate Partner ViolenceTransgender PersonsAdultChinaEast Asian PeopleFemaleGeneralized Anxiety DisorderHumansMaleSocial Network AnalysisSurveys and QuestionnairesYoung AdultAnxietyChinese transgender womenDepressionIntimate partner violenceNetwork analysis

Identifiers

PMID42907817
PMCPMC13685145

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.