Evidence map›Paper›PMID 42907814›Full record

ArticleBMC public health2026

Cumulative risk and graded associations with high-risk sexual behaviors among Chinese university students: a cross-sectional study.

Lu Jie, Zhou Ping, Hu Mei, Liao Maoxu, Ma Pingchuan, He Jing, Yang Lin, Cao Rongzhe, Li Yujuan, Zhang Rong

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

10 authors.

Lu JieDepartment of Hematology, The Affiliated Hospital of Southwest Medical University, Sichuan, China.
Zhou PingNursing Department, The Affiliated Hospital of Southwest Medical University, Sichuan, China.
Hu MeiPharmacy Laboratory, School of Pharmacy, Southwest Medical University, Sichuan, China.
Liao MaoxuInformation and Education Technology Center, Southwest Medical University, Sichuan, China.
Ma PingchuanDepartment of Epidemiology and Health Statistics, School of Public Health, Southwest Medical University, Sichuan, China.
He JingSchool of Clinical Medicine, Southwest Medical University, Sichuan, China.
Yang LinSchool of Clinical Medicine, Southwest Medical University, Sichuan, China.
Cao RongzheSchool of Clinical Medicine, Southwest Medical University, Sichuan, China.
Li YujuanHealth Management Department, The Affiliated Hospital of Southwest Medical University, Sichuan, China. lyj15983018999@163.com.
Zhang RongDepartment of Epidemiology and Health Statistics, School of Public Health, Southwest Medical University, Sichuan, China. zhangrong@swmu.edu.cn.

Funding

Higher Education Teaching Reform and Research Project of Southwest Medical University JG2024113Sichuan Luzhou Science and Technology Bureau Project 2023SYF125Southwest Medical University Research Project 2024ZKY043
6 · The paper itself

Abstract

backgroundChinese university students experience sexual maturation and psychosexual development, which may be associated with an increased likelihood of high-risk sexual behaviors (HRSB). This study aimed to estimate the prevalence of HRSB among Chinese university students and quantify the cumulative effects of multiple risk factors on HRSB.

methodsThis cross-sectional survey employed stratified cluster sampling and was conducted among 2,722 students from four universities in Luzhou City, Sichuan Province, China. Data on demographics, sexual knowledge, attitudes, and experiences were collected via a self-administered questionnaire. Multivariable logistic regression was performed to identify factors associated with HRSB, and the cumulative effect of risk factors was examined by categorizing participants according to the number of accumulated risk factors, with a test for linear trend to evaluate the graded association.

resultsOverall, 325 students (11.94%, 95% CI: 10.72-13.16) reported HRSB. Male sex (aOR = 2.75, 95% CI: 2.05-3.69), grade ≥ 4 (aOR = 1.84, 95% CI: 1.35-2.51), non-medical major (aOR = 1.96, 95% CI: 1.41-2.72), same-sex sexual experience (aOR = 4.00, 95% CI: 2.63-6.10), permissive attitude toward premarital sex (aOR = 2.63, 95% CI: 2.01-3.43), other-relatives caregiver before age 18 (aOR = 2.75, 95% CI: 1.58-4.77), childhood sexual abuse (aOR = 2.64, 95% CI: 1.85-3.76), and adequate sexual knowledge (aOR = 1.94, 95% CI: 1.36-2.76) were independently associated with HRSB. A total of 33.72% of students had two or more cumulative risk factors. A clear graded association was observed between the number of accumulated risk factors and HRSB. Compared to students with zero risk factors, those with one factor had non-significantly increased odds (aOR = 1.63, 95% CI: 0.98-2.72), whereas those with two factors had 5.01-fold higher odds (aOR = 5.01, 95% CI: 3.01-8.53), and those with three or more factors had 15.66-fold higher odds (aOR = 15.66, 95% CI: 8.69-28.21).

conclusionApproximately one in eight university students reported HRSB, with risk escalating progressively as risk factors accumulated. One-third of students had multiple cumulative risks, and those with three or more factors had nearly 16-fold higher odds of HRSB compared to those with none. These findings underscore the urgent need for comprehensive, evidence-based sexual health programs that simultaneously address cumulative risk profiles in this population.

Indexed as

Risk-TakingSexual BehaviorStudentsAdolescentAdultChinaCross-Sectional StudiesFemaleHealth Knowledge, Attitudes, PracticeHumansMalePrevalenceRisk FactorsSurveys and QuestionnairesUniversitiesYoung AdultChildhood sexual abuseCumulative RisksHigh-risk sexual behaviorsUniversity students

Identifiers

PMID42907814
PMCPMC13688851

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.