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Han S, Wang X, Xie X, Zhang L, Wang Z. Dynamic Network Analysis of Mental Health Symptoms Among Persons Living With HIV. J Adv Nurs 2025. [PMID: 40159699 DOI: 10.1111/jan.16830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 01/28/2025] [Accepted: 02/05/2025] [Indexed: 04/02/2025]
Abstract
AIM This study aims to develop dynamic networks and examine the longitudinal relationships of mental health symptoms among persons living with HIV (PLWH). DESIGN A longitudinal study. METHODS We collected data between October 2022 and December 2022 using Wenjuanxing (Questionnaire Star), an online survey platform. The study tracked weekly data across 10 sessions, involving 123 PLWH in Beijing, China. A total of 40 mental health symptoms with six dimensions (somatization symptoms, negative affect, cognitive processes, cognitive function, interpersonal communication and social adaptation) were included in the symptom network, which consists of temporal, contemporaneous and between-person networks. RESULTS In the temporal network, 'feeling inferior to others' had the largest in-strength value, whereas 'suicidal ideation' exhibited the largest out-strength value. In the contemporaneous network, 'feeling inferior to others' showed the highest bridge strength, indicating it had the most connections to other mental health symptoms. CONCLUSIONS We found that 'feeling inferior to others' had the highest number of predictors, with up to seven mental health symptoms potentially triggering this particular symptom. Additionally, 'suicidal ideation' emerged as a powerful predictor, influencing the greatest number of mental health symptoms across five dimensions. IMPACT Our study enhances the understanding of the sequential development and consequences of mental health symptoms among PLWH, which may provide an important basis for designing precise mental health symptom management interventions. REPORTING METHOD This study was reported according to the STROBE checklist. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Shuyu Han
- School of Nursing, Peking University, Beijing, China
| | - Xiaomeng Wang
- School of Nursing, Peking University, Beijing, China
| | - Xin Xie
- Department of Nursing, Beijing Youan Hospital Affiliated With Capital Medical University, Beijing, China
| | - Lili Zhang
- Department of Nursing, Beijing Youan Hospital Affiliated With Capital Medical University, Beijing, China
| | - Zhiwen Wang
- School of Nursing, Peking University, Beijing, China
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Eustaquio PC, Olansky E, Lee K, Marcus R, Cha S, NHBS-Trans Study Group. The Association Between Sexual Violence and Suicidal Ideation Among Transgender Women and the Role of Gender-Affirming Healthcare Providers in Seven Urban Areas in the United States, 2019 to 2020. JOURNAL OF INTERPERSONAL VIOLENCE 2025; 40:1090-1111. [PMID: 38842225 PMCID: PMC11621224 DOI: 10.1177/08862605241257592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
Transgender women are disproportionately affected by sexual violence and corresponding mental health sequelae; however, many do not access healthcare due to experiences with transphobia. This analysis evaluated the association between sexual violence and suicidal ideation and the moderating effect of having a healthcare provider (HCP) with whom transgender women were comfortable discussing gender-related issues ("gender-affirming HCP"). We analyzed cross-sectional data from the Centers for Disease Control and Prevention's National HIV Behavioral Surveillance among Transgender Women (NHBS-Trans). Transgender women were recruited using respondent-driven sampling from seven urban areas from 2019 to 2020 and participated in an HIV biobehavioral survey. This analysis was restricted to transgender women who visited a HCP in the past 12 months ("healthcare-seeking transgender women" [HSTW]) (N = 1,489). Log-linked Poisson regression models provided adjusted prevalence ratios (aPRs) and 95% confidence intervals (CIs) to estimate the association between sexual violence and suicidal ideation in the past 12 months. The interaction between sexual violence and having a gender-affirming HCP was statistically significant (p-value = .034). Among 1,489 HSTW, 225 (15.1%) experienced sexual violence and 261 (17.5%) reported suicidal ideation; 1,203 (80.8%) reported having a gender-affirming HCP. Sexual violence was associated with suicidal ideation (aPR = 2.65, 95% CI [2.08, 3.38]); the association was notably higher among those who did not have a gender-affirming HCP (aPR = 3.61, [2.17, 6.02]) than among those who did (aPR = 1.87, [1.48, 2.37]). Eliminating transphobia and promoting trauma- and violence-informed approaches in healthcare are necessary for sexual violence and suicide prevention among HSTW.
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Affiliation(s)
- Patrick C. Eustaquio
- Centers for Disease Control and Prevention, Atlanta, GA, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Evelyn Olansky
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kathryn Lee
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ruthanne Marcus
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Susan Cha
- Centers for Disease Control and Prevention, Atlanta, GA, USA
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Burnett J, Olansky E, Baugher AR, Lee K, Callens S, Wejnert C. Intersecting Structural and Psychosocial Conditions: Investigating Injection Drug Use and HIV Among Transgender Women. J Acquir Immune Defic Syndr 2025; 98:123-132. [PMID: 39363314 DOI: 10.1097/qai.0000000000003543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 09/06/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Transgender women continue to face a significant burden of health disparities with HIV infection as a critical public health concern. Substance use is higher among transgender women than among cisgender women. However, little is known about transgender women who inject drugs and risk for HIV in the United States. The objectives were to explore HIV prevalence, injection-related behaviors, and HIV prevention and care outcomes among transgender women who inject drugs and to compare transgender women with a general sample of persons who inject drugs. METHODS Participants from the National HIV Behavioral Surveillance were recruited through respondent-driven sampling, interviewed, and tested for HIV infection in 2019-2020. Log-linked Poisson regression models were used to test for associations between injection drug use and selected characteristics. RESULTS Among 1561 transgender women, 7% injected drugs in the past 12 months. HIV prevalence was higher among transgender women who inject (adjusted prevalence ratio = 1.5, 95% confidence interval: 1.2 to 1.8) than among those who do not. Multiple psychosocial conditions were associated with injection drug use. Among transgender women with HIV, those who inject were less likely to take antiretroviral therapy (adjusted prevalence ratio = 0.8, 95% confidence interval: 0.7 to 1.0) than those who do not. Methamphetamine was the most commonly injected drug (67%); most accessed a syringe services program (66%). CONCLUSIONS Transgender women who inject have substantial challenges related to health outcomes including high HIV prevalence and exposure to psychosocial conditions, such as homelessness, incarceration, and exchange sex, that may exacerbate risks associated with injection drug use. This population may benefit from increased access to nonjudgmental and culturally competent harm reduction services.
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Affiliation(s)
- Janet Burnett
- Centers for Disease Control and Prevention, Division of HIV Prevention, Atlanta, GA; and
| | - Evelyn Olansky
- Centers for Disease Control and Prevention, Division of HIV Prevention, Atlanta, GA; and
| | - Amy R Baugher
- Centers for Disease Control and Prevention, Division of HIV Prevention, Atlanta, GA; and
| | - Kathryn Lee
- Centers for Disease Control and Prevention, Division of HIV Prevention, Atlanta, GA; and
| | - Steven Callens
- Department of Internal Medicine, Ghent University Hospital, Ghent, Belgium
| | - Cyprian Wejnert
- Centers for Disease Control and Prevention, Division of HIV Prevention, Atlanta, GA; and
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Theodore DA, Heck CJ, Huang S, Huang Y, Autry A, Sovic B, Yang C, Anderson-Burnett SA, Ray C, Austin E, Rotbert J, Zucker J, Catallozzi M, Castor D, Sobieszczyk ME. Correlates of verbal and physical violence experienced and perpetrated among cisgender college women: serial cross-sections during one year of the COVID-19 pandemic. FRONTIERS IN REPRODUCTIVE HEALTH 2024; 6:1366262. [PMID: 39119145 PMCID: PMC11306199 DOI: 10.3389/frph.2024.1366262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 07/05/2024] [Indexed: 08/10/2024] Open
Abstract
Introduction Violence against women is a prevalent, preventable public health crisis. COVID-19 stressors and pandemic countermeasures may have exacerbated violence against women. Cisgender college women are particularly vulnerable to violence. Thus, we examined the prevalence and correlates of verbal/physical violence experienced and perpetrated among cisgender women enrolled at a New York City college over one year during the COVID-19 pandemic. Methods From a prospective cohort study, we analyzed data self-reported quarterly (T1, T2, T3, T4) between December 2020 and December 2021. Using generalized estimated equations (GEE) and logistic regression, we identified correlates of experienced and perpetrated violence among respondents who were partnered or cohabitating longitudinally and at each quarter, respectively. Multivariable models included all variables with unadjusted parameters X 2 p-value ≤0.05. Results The prevalence of experienced violence was 52% (T1: N = 513), 30% (T2: N = 305), 33% (T3: N = 238), and 17% (T4: N = 180); prevalence of perpetrated violence was 38%, 17%, 21%, and 9%. Baseline correlates of experienced violence averaged over time (GEE) included race, living situation, loneliness, and condom use; correlates of perpetrated violence were school year, living situation, and perceived social support. Quarter-specific associations corroborated population averages: living with family members and low social support were associated with experienced violence at all timepoints except T4. Low social support was associated with higher odds of perpetrated violence at T1/T3. Other/Multiracial identity was associated with higher odds of violence experience at T3. Conclusions Living situation was associated with experienced and perpetrated violence in all analyses, necessitating further exploration of household conditions, family dynamics, and interpersonal factors. The protective association of social support with experienced and perpetrated violence also warrants investigation into forms of social engagement and cohesion. Racial differences in violence also require examination. Our findings can inform university policy development on violence and future violence research. Within or beyond epidemic conditions, universities should assess and strengthen violence prevention and support systems for young women by developing programming to promote social cohesion.
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Affiliation(s)
- Deborah A. Theodore
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Craig J. Heck
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, United States
| | - Simian Huang
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Yuije Huang
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, United States
| | - April Autry
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
| | - Brit Sovic
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Cynthia Yang
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
| | - Sarah Ann Anderson-Burnett
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
- Division of Child and Adolescent Health, Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, United States
| | - Caroline Ray
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
| | - Eloise Austin
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Joshua Rotbert
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
| | - Jason Zucker
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Marina Catallozzi
- Barnard College, Health & Wellness, Barnard College, New York, NY, United States
- Division of Child and Adolescent Health, Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, United States
- Heilbrunn Department of Population & Family Health, Columbia University Mailman School of Public Health, New York, NY, United States
| | - Delivette Castor
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, United States
| | - Magdalena E. Sobieszczyk
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States
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