Abstract
Objectives
Men who have sex with men (MSM) are a marginalised population at high risk for a variety of mental health problems that may mutually facilitate HIV transmission. We assessed factors associated with depressive symptoms among MSM, which can provide some guidance for future mental health interventions with the MSM population for prevention of HIV infection and transmission.
Methods
A cross-sectional study was conducted in Wenzhou city, China using respondent-driven sampling (RDS) between December 2013 and June 2014. A face-to-face questionnaire survey was employed to collect information about mental and psychosocial health conditions and sexual behaviour characteristics among MSM. Bivariate and multivariable logistic regression analyses were used to identify factors associated with major depressive symptoms.
Results
Of the 454 participants in the study, prevalence of major depressive symptoms was 34.6%. During the past 6 months, 85% had anal sex with men, and rate of consistent condom use during anal intercourse was 45.1%. Of the respondents, 16.1% reported suicidal ideation, 62.6% had a history of smoking and 41.4% had a history of drinking alcohol, of which 46.3% reported that they were once drunk. Drug use was reported in 3.7% of the sample. Adult sexual violence from same-sex partners was 7.9%, and 5.1% reported childhood sexual abuse. ARDS-weighted multivariable analysis showed that major depressive symptoms among MSM were associated with inconsistent condom use during anal sex with men, multiple oral male sexual partners, suicidal ideation, adult sexual violence from male partners and being once drunk in the past year.
Conclusion
We found high levels of depressive symptoms, unprotected sex and suicidal ideation among MSM. Comprehensive intervention strategies that combine psychological, behavioural and social aspects are needed to address the mental health issues of MSM, with special attention given to suicidality and high-risk behaviours in mental health and HIV prevention interventions.
Keywords: Epidemiology, HIV & aids, Public health, Mental health
Strengths and limitations of this study.
The present study obtained the prevalence of major depressive symptoms, sexual risk behaviours, sexual victimisation, suicidal ideation, substance use and elucidated some related syndemic factors to depressive symptoms among men who have sex with men (MSM) in Wenzhou with high HIV prevalence.
Our study can provide some guidance for mental health and HIV prevention interventions for the MSM population.
It is unavoidable that MSM might under-report some sensitive issues such as unprotected sex, drug abuse and sexual violence covered in the questionnaire in the rather homophobic and hostile environment of China.
The causality of depressive symptoms and associated risk factors are not inferred due to the cross-sectional design, and the relevant information is subjected to recall bias, which may have an influence on the magnitude of associations with depression.
Introduction
Men who have sex with men (MSM) are a marginalised population facing many challenges including stigma, abuse, social and legal discrimination, and lack of social support,1–3 which may result in high risk for a variety of mental and psychosocial health problems, such as depression, suicidality, and drug and alcohol abuse.4–7 A large prospective cohort study showed that syndemics of depressive symptoms, heavy alcohol use and drug use, and childhood sexual abuse (CSA) increased HIV risk and HIV-related risk behaviours.8 Depression and substance abuse among MSM have been linked to condomless anal intercourse (CAI),9 10 which was the predominant factor of HIV acquisition and transmission.11 12 These interactive factors have resulted in high HIV prevalence and incidence among MSM. It is estimated that MSM accounted for 29.4% of the new HIV infections in China in 2011.13 In Wenzhou city of China, the prevalence of HIV was estimated to be 22.8% (95% CI, 16.9% to 28.5%) in a previous publication.14
A survey conducted in four large American cities showed the prevalence of depressive symptoms among MSM was 29.2%, nearly three times that of the general population.15 In China, the prevalence of depressive symptoms among MSM has varied from 34.8% to 63.9%,16–20 which was much higher than 5.3% among the general population.21 Previous studies showed that factors associated with depression among MSM included race,22 lower educational level,23 younger age24 and marriage to a woman.25 26 Psychological factors such as sexual victimisation,27 28 substance abuse29 30 and HIV or sexual stigma25 were associated with depressive symptoms among MSM. Some studies showed that engaging in high-risk sexual behaviours was associated with depressive symptoms among the MSM population.31 32 In China, homosexual behaviour has been subject to prejudice because it continues to be seen by many people as a rejection of China’s cultural tradition to marry and have children.33 34 The marriage between two men was also not admitted in Chinese laws. Chinese MSM have suffered much social stigma and discrimination from the whole society due to their sexual orientation.33 35 36 Prior research suggests that the pressures tied to maintaining their needs of homosexual behaviour and culturally normative social duties are associated with stress and internalised feelings of blame and low self-worth among Chinese MSM.36 37 Minority stress theory has been proposed to explain the well-documented prevalence of various mental health problems, such as depression and anxiety symptoms, and suicidal thoughts among MSM.38
Few studies have examined the associations between depressive symptoms among MSM and sexual risk behaviours, sexual victimisation and substance use, which is very important to guide mental health and HIV interventions among MSM in China. These previous studies were conducted to examine several independent factors associated with depression and did not comprehensively consider integrating sociodemographic characteristics, high-risk sexual behaviours, psychosocial factors and substance use into their analyses.
Some studies conducted in the USA and in European countries examined depression and associated factors among MSM, whereas such research in China has been limited and lacks comprehensiveness. In the present study, our endeavour was to ascertain the prevalence of depression in Wenzhou city, China and related syndemic factors, including sexual risk behaviours, suicidality, sexual victimisation and substance use. Such knowledge would provide guidance for mental health and HIV prevention interventions for the MSM population.
Materials and methods
Study population and sampling
This cross-sectional study was conducted in Wenzhou city, China between December 2013 and June 2014. This baseline survey research was conducted for the purposes of controlling HIV/AIDS new infections among the MSM population in Zhejiang province, China. The study procedures and sampling strategies are described in detail elsewhere.14 Briefly, participants were recruited using a respondent-driven sampling (RDS) method. Participants who were at least 16 years old, had resided in Wenzhou for at least 3 months, self-reported having had anal sex and/or oral sex in the past 12 months and were willing to participate in the survey met inclusion criteria in this study. First, we selected five initial active ‘seed’ participants meeting inclusion criteria from the local MSM population. After completing the field investigation and relevant testing, ‘seed’ participants were provided with three recruitment coupons, and through the incentive measures the ‘seed’ participants then referred a maximum of three respondents from their social network to participate in the survey. These respondents continued to refer a maximum of three peers to the study and continued to recruit MSM participants until equilibrium was reached. The sample composition was considered to have reached equilibrium when their sociodemographic characteristics were stable, and would not change much for further recruitment of participants (the key sociodemographic characteristics such as age, marital status, education level, monthly income and sexual orientation changed <2% in a subsequent wave recruitment of peers compared with the previous one), irrespective of the characteristics of the initial seeds. All participants received remuneration in the amount of ¥100 (approximately US$16) for participation and another ¥100 as an incentive to refer peers to participate in the study. Finally, five seeds recruited 30, 61, 81, 103 and 174 MSM, respectively, with a total sample of 454 MSM by 14 waves of recruitment. All eligible participants were interviewed by trained staff from the Center for Disease Control and Prevention of Lucheng district, Wenzhou, who also collected the questionnaire about sociodemographics, sexual risk behaviours, psychosocial conditions, HIV-related cognitions and HIV testing history of participants.
Measures
Mental and psychosocial health conditions
Depression
Depressive symptoms were assessed using the Center for Epidemiological Studies Depression Scale (CES-D). The CES-D consists of 20 items designed to assess the experience of depression. Respondents indicate the extent to which each item statement describes their experience during the past week. Response options include the following: ‘rarely or none of the time (<1 day)’, ‘some or a little of the time (1‒2 days)’, ‘occasionally or a moderate amount of the time (3‒4 days)’ and ‘most or all of the time (5‒7 days)’. Responses are on a four-point Likert scale and scored 0‒3. Level of depression was categorised as follows: major depressive symptoms (CES-D score of 20 or higher), moderate depressive symptoms (CES-D score of 16‒19) and no depressive symptoms (CES-D score of 15 or lower). Thus, higher scores indicate higher levels of depressive symptoms. A total scale score of 20 or higher was used to define major depressive symptoms as the main analysis variable in our study.
Sexual victimisation
Sexual victimisation included CSA and adult sexual violence from same-sex partners. We defined CSA as the experience of being ‘forced or frightened by someone into doing something sexually’ with a partner >10 years older than the respondent when the respondent was aged 15 years or younger.39 Those respondents who reported that they were first forced or coerced to have sex against their will by men when 16 years of age or older were classified as having experienced adult sexual violence. These respondents did not report experiencing CSA (ie, when under the age of 16 years).40 41
Suicidal ideation
Participants were asked: “during the past year, have you ever had thoughts of taking your own life?” The definition of suicidal ideation referred to previous research.42
Use of substances
Substance use included smoking cigarettes, alcohol consumption and use of drugs. Cigarette smoking refers to smoking one or more cigarettes every day for more than a year or smoking more than 300 cigarettes in 3 months or less. Alcohol consumption refers to ethanol intake of 100 g per week such as 250 g of 40% volume of wine consumption or 1 kg of 10% volume of red wine intake. According to the definition, participants were asked whether they had a history of smoking and drinking alcohol, whether they had been drunk in the past year and whether they wanted or needed to reduce drinking in the past year. Drug use was defined as using at least two kinds of the following drugs at least monthly during the past 12 months: sedatives, morphine, mescaline, lysergic acid diethylamide (LSD), opiates, cocaine, marijuana, heroin, ecstasy, other street or club drugs.43
Sexual risk behaviours
Sexual risk behaviours included six items: (1) number of anal intercourse with male partners in the past 6 months, (2) consistent condom use during anal sex with men, (3) number of oral sex with male partners in the past 6 months, (4) consistent condom use during oral sex with men, (5) number of female sexual partners and (6) consistent condom use during vaginal intercourse with women.
Translation, validation and reliability
Measures were independently translated from English to Chinese by two staff members fluent in both languages. The surveys were then back-translated into English to ensure that they retained their original meaning and good validation of the translation. The Cronbach’s alpha coefficient of the CES-D in a large population from 39 cities in China was 0.90.44 The Cronbach’s alpha coefficient of the CES-D was 0.88 for this sample. The scale is fit for Chinese population with good validation and reliability.44 45
Statistical analysis
Data were entered into EpiData V.3.1 (http://www.epidata.dk/) via double entry. After data cleaning and verification, the data were processed using PASW Statistics 18.0 (SPSS) for statistical analysis. For descriptive analyses, the mean, SD, median and IQR were computed for continuous variables and frequencies for categorical variables. Multicollinearity was diagnosed by examining the variance inflation factors. Variables significantly associated with major depressive symptoms at the level of p<0.05 in the univariate logistic analyses were included in the multivariable logistic regression model, controlling for demographic variables (age, marital status, education level, monthly income and sexual orientation) and calculating adjusted ORs (AORs) and 95% CIs. Then, we used the Respondent-Driven Sampling Analysis Tool (RDSAT) V.7.1 (http://www.respondentdrivensampling.org/) to produce individualised weights for adjusting data of different participants with different network sizes.46–48 The individualised weights were imported into PASW Statistics 18.0 to conduct weighted multivariable logistic regression analyses. Statistical significance was defined as p<0.05.
Ethics statement
The study was approved by the ethical review board of Zhejiang Provincial Center for Disease Control and Prevention. No risk was involved in participating in this study and we protected confidentiality of the participants. A written informed consent was signed by all participants during the survey.
Results
Sample characteristics
A total of 454 MSM participated in the study, and the characteristics of the sample are provided in table 1. Of the 454 participants, 55.7% (253/454) were never married and 51.4% (233/453) resided in Wenzhou city for more than 3 years. The age of the respondents ranged from 17 to 76 years (median=33; IQR 26–41). Regarding education level, 86.6% (393/454) had an education of senior school or lower. Roughly 60% (57.3%) of the participants had an income of not less than ¥3000 monthly, 30.8% (140/454) had health insurance and 40.5% reported their sexual orientation as homosexual or gay (table 1).
Table 1.
Sociodemographic characteristics and their associations with depressive symptoms among MSM in Wenzhou, China (n=454)
| Variables | Total, n(%) | Major depressive symptoms, n(%) | OR (95% CI) |
p Value |
| Age (years) (median=33; IQR 26‒41) | ||||
| ≤25 | 101 (22.2) | 39 (38.6) | 1.70 (1.01 to 2.84) | 0.044 |
| 26‒35 | 168 (37.0) | 68 (40.5) | 1.84 (1.17 to 2.87) | 0.008 |
| 36 and older | 185 (40.7) | 50 (27.0) | 1.00 | |
| Marital status | ||||
| Never married | 253 (55.7) | 97 (38.3) | 1.00 | |
| Married/divorced/widowed | 201 (44.3) | 60 (29.9) | 0.68 (0.46 to 0.99) | 0.049 |
| Education level | ||||
| Junior school or lower | 272 (59.9) | 87 (32.0) | 1.00 | |
| Senior school | 121 (26.7) | 50 (41.3) | 1.50 (0.96 to 2.33) | 0.074 |
| College or higher | 61 (13.4) | 20 (32.8) | 1.04 (0.57 to 1.88) | 0.904 |
| Monthly income (¥) | ||||
| <3000 | 194 (42.7) | 62 (32.0) | 1.00 | |
| 3000 and above | 260 (57.3) | 95 (36.5) | 1.23 (0.83 to 1.82) | 0.310 |
| Duration of residence in Wenzhou (years) | ||||
| ≤3 | 220 (48.6) | 79 (35.9) | 1.00 | |
| >3 | 233 (51.4) | 77 (33.0) | 0.88 (0.60 to 1.30) | 0.522 |
| Insurance | ||||
| Insured | 140 (30.8) | 54 (38.6) | 1.00 | |
| Uninsured | 314 (69.2) | 103 (32.8) | 0.78 (0.51 to 1.18) | 0.233 |
| Sexual orientation | ||||
| Homosexual | 184 (40.5) | 71 (38.6) | 1.34 (0.91 to 1.99) | 0.139 |
| Heterosexual or bisexual or indeterminate | 270 (59.5) | 86 (31.9) | 1.00 | |
| Places to seek for sexual partners | ||||
| Venues | 261 (59.9) | 85 (32.6) | 1.00 | |
| Internet | 175 (40.1) | 66 (37.7) | 1.25 (0.84 to 1.87) | 0.269 |
| No of MSM which a participant knew in his circle of MSM friends locally (median=7; IQR 3‒15) | ||||
| >7 | 220 (48.5) | 74 (33.6) | 0.92 (0.63 to 1.36) | 0.681 |
| ≤7 | 234 (51.5) | 83 (35.5) | 1.00 | |
MSM, men who have sex with men.
Depressive symptoms, sexual risk behaviours, suicidal ideation, substance use and sexual victimisation
The median CES-D scale score was 16 (IQR 12–22; range 0–44). The prevalence of major depressive symptoms (CES-D score ≥20) was 34.6% (157/454), whereas 53.5% (243/454) of the participants had moderate to major depressive symptoms (CES-D score ≥16) and 46.5% (211/454) had no depressive symptoms (CES-D score ≤15). Of the 454 participants, 85.0% (386/454) had anal sex with men during the past 6 months and the rate of consistent condom use during anal intercourse was 45.1% (174/386), and 76.7% (348/454) had oral sex with men during the past 6 months and the percentage of consistent condom use during oral sex was 19.8% (69/348). Further, 32.4% reported having anal sex with more than two same-sex partners during the past 6 months, and 31.9% engaged in oral sex during the past 6 months. Suicidal ideation was reported by 16.1% (73/454) of all respondents. History of smoking was reported in 62.6% (284/454) of the participants, and 41.4% (188/454) had a history of drinking alcohol of which 46.3% (87/188) indicated they were once drunk. Only 3.7% (17/454) had used drugs. Regarding sexual victimisation, 7.9% (36/454) had suffered adult sexual violence from same-sex partners and 5.1% (23/454) reported sexual abuse in childhood (tables 2 and 3).
Table 2.
Sexual behaviour and their associations with depressive symptoms among MSM in Wenzhou, China (n=454)
| Variables | Total, n(%) | Major depressive symptoms, n (%) | OR (95% CI) |
p Value |
| Age of sexual debut with a man (years) (median=24; IQR 20–30) | ||||
| ≤22 | 197 (43.4) | 70 (35.5) | 1.08 (0.73 to 1.59) | 0.709 |
| >22 | 257 (56.6) | 87 (33.9) | 1.00 | |
| Anal intercourse with men in the past 6 months | ||||
| Yes | 386 (85.0) | 139 (36.0) | 1.56 (0.88 to 2.79) | 0.129 |
| No | 68 (15.0) | 18 (26.5) | 1.00 | |
| No of anal intercourse with male partners in the past 6 months (median=2; IQR 1–3) | ||||
| ≤2 | 307 (67.6) | 98 (31.9) | 1.00 | |
| >2 | 147 (32.4) | 59 (40.1) | 1.43 (0.95 to 2.15) | 0.086 |
| Consistent condom use during anal sex in the past 6 months | ||||
| Yes | 174 (45.1) | 46 (26.4) | 1.00 | |
| No | 212 (54.9) | 93 (43.9) | 2.18 (1.41 to 3.35) | <0.001 |
| Oral sex with men in the past 6 months | ||||
| Yes | 348 (76.7) | 124 (35.6) | 1.23 (0.77 to 1.95) | 0.394 |
| No | 106 (23.3) | 33 (31.1) | 1.00 | |
| No of oral male sexual partners in the past 6 months | ||||
| ≤2 | 309 (68.1) | 97 (31.4) | 1.00 | |
| >2 | 145 (31.9) | 60 (41.4) | 1.54 (1.03 to 2.32) | 0.038 |
| Consistent condom use during oral sex in the past 6 months | ||||
| Yes | 69 (19.8) | 24 (34.8) | 1.00 | |
| No | 279 (80.2) | 100 (35.8) | 1.05 (0.60 to 1.82) | 0.869 |
| Sex with women in the past | ||||
| Yes | 348 (76.7) | 115 (33.0) | 0.75 (0.48 to 1.18) | 0.213 |
| No | 106 (23.3) | 42 (39.6) | 1.00 | |
| Age of sexual debut with a woman (years) | ||||
| ≤22 | 209 (60.1) | 71 (34.0) | 1.11 (0.70 to 1.76) | 0.653 |
| >22 | 139 (39.9) | 44 (31.7) | 1.00 | |
| Sex with women in the past 6 months | ||||
| Yes | 167 (36.8) | 59 (35.3) | 1.05 (0.71 to 1.57) | 0.798 |
| No | 287 (63.2) | 98 (34.1) | 1.00 | |
| No of female sex partners in the past 6 months | ||||
| <2 | 407 (90.0) | 137 (33.7) | 1.00 | |
| ≥2 | 45 (10.0) | 19 (42.2) | 1.44 (0.77 to 2.69) | 0.254 |
| Consistent condom use during vaginal sex with women in the past 6 months | ||||
| Yes | 53 (31.7) | 21 (39.6) | 1.00 | |
| No | 114 (68.3) | 38 (33.3) | 0.76 (0.39 to 1.50) | 0.429 |
MSM, men who have sex with men.
Table 3.
Substance use, psychosocial factors and their associations with depressive symptoms among MSM in Wenzhou, China (n=454)
| Variables | Total, n(%) | Major depressive symptoms, n(%) | OR (95% CI) | p Value |
| Smoking | ||||
| Yes | 284 (62.6) | 98 (34.5) | 0.99 (0.67 to 1.48) | 0.966 |
| No | 170 (37.4) | 59 (34.7) | 1.00 | |
| Drinking alcohol | ||||
| Yes | 188 (41.4) | 64 (34.0) | 0.96 (0.65 to 1.42) | 0.839 |
| No | 266 (58.6) | 93 (35.0) | 1.00 | |
| Being drunk once in the past year | ||||
| Yes | 87 (46.3) | 39 (44.8) | 2.47 (1.33 to 4.59) | 0.004 |
| No | 101 (53.7) | 25 (24.8) | 1.00 | |
| Wanting or needing to reduce drinking in the past year | ||||
| Yes | 48 (55.2) | 26 (54.2) | 2.36 (0.99 to 5.67) | 0.054 |
| No | 39 (44.8) | 13 (33.3) | 1.00 | |
| Drug use | ||||
| Yes | 17 (3.7) | 8 (47.1) | 1.72 (0.65 to 4.55) | 0.275 |
| No | 437 (96.3) | 149 (34.1) | 1.00 | |
| Suicidal ideation | ||||
| Yes | 73 (16.1) | 50 (68.5) | 5.57 (3.24 to 9.57) | <0.001 |
| No | 381 (83.9) | 107 (28.1) | 1.00 | |
| Adult sexual violence from same-sex partners | ||||
| Yes | 36 (7.9) | 23 (63.9) | 3.75 (1.84 to 7.63) | <0.001 |
| No | 418 (92.1) | 134 (32.1) | 1.00 | |
| Childhood sexual abuse | ||||
| Yes | 23 (5.1) | 14 (60.9) | 3.13 (1.32 to 7.41) | 0.009 |
| No | 431 (94.9) | 143 (33.2) | 1.00 | |
MSM, men who have sex with men.
Factors associated with depressive symptoms
Results of univariate logistic regression analyses are shown in tables 1‒4. Young age, never been married, no consistent condom use during anal sex in the past 6 months, number of oral sex male partners in the past 6 months, being once drunk in the past year, suicidal ideation, suffering violence from same-sex partners and experiencing sexual abuse in childhood were associated with depressive symptoms.
Table 4.
RDS-weighted multivariable analyses of factors associated with depressive symptoms among MSM in Wenzhou, China (n=454)
| Variable | AOR (95% CI) | p Value | RDS-weighted AOR (95% CI) | p Value |
| Age (years) | ||||
| ≤25 | 1.26 (0.62 to 2.54) | 0.526 | 1.17 (0.56 to 2.43) | 0.681 |
| 26‒35 | 1.74 (1.01 to 3.01) | 0.048 | 2.43 (1.35 to 4.39) | 0.003 |
| 36 and older | 1 | 1 | ||
| Marital status | ||||
| Never married | 1 | 1 | ||
| Married/divorced/widowed | 0.73 (0.43 to 1.24) | 0.246 | 0.64 (0.36 to 1.12) | 0.119 |
| Education level | ||||
| Junior school or lower | 1 | 1 | ||
| Senior school | 1.55 (0.92 to 2.62) | 0.103 | 2.01 (1.16 to 3.49) | 0.014 |
| College or higher | 1.08 (0.53 to 2.20) | 0.838 | 0.92 (0.45 to 1.88) | 0.825 |
| Monthly income (¥) | ||||
| <3000 | 1 | 1 | ||
| 3000 and above | 0.92 (0.58 to 1.46) | 0.714 | 0.65 (0.40 to 1.03) | 0.068 |
| Sexual orientation | ||||
| Homosexual | 1.05 (0.67 to 1.66) | 0.823 | 0.85 (0.52 to 1.37) | 0.499 |
| Heterosexual or bisexual or indeterminate | 1 | 1 | ||
| Consistent condom use during anal sex with men in the past 6 months | ||||
| Yes | 1 | 1 | ||
| No | 2.13 (1.32 to 3.45) | 0.002 | 3.62 (2.15 to 6.13) | <0.001 |
| No of oral male sexual partners in the past 6 months | ||||
| ≤2 | 1 | 1 | ||
| >2 | 1.44 (0.91 to 2.27) | 0.12 | 1.75 (1.09 to 2.80) | 0.02 |
| Being drunk once in the past year | ||||
| Yes | 2.07 (1.00 to 4.26) | 0.049 | 2.89 (1.36 to 6.14) | 0.006 |
| No | 1 | 1 | ||
| Suicidal ideation | ||||
| No | 1 | 1 | ||
| Yes | 4.54 (2.50 to 8.26) | <0.001 | 5.09 (2.59 to 9.97) | <0.001 |
| Adult sexual violence from male sexual partners | ||||
| No | 1 | 1 | ||
| Yes | 2.25 (1.00 to 5.07) | 0.051 | 2.57 (1.03 to 6.73) | 0.031 |
| Childhood sexual abuse | ||||
| Yes | 1.84 (0.63 to 5.36) | 0.263 | 1.89 (0.34 to 10.57) | 0.467 |
| No | 1 | 1 | ||
AOR, adjusted OR; MSM, men who have sex with men; RDS, respondent-driven sampling.
Results of the RDS-weighted multivariable analyses are shown in table 4. Major depressive symptoms were associated with inconsistent condom use during anal sex in the past 6 months (AOR=3.62; 95% CI 2.15 to 6.13; p<0.001), more than two oral sexual male partners in the past 6 months (AOR=1.75; 95% CI 1.09 to 2.80; p=0.020), suicidal ideation (AOR=5.09; 95% CI 2.59 to 9.97; p<0.001), suffering adult violence from same-sex partners (AOR=2.57; 95% CI 1.03 to 6.73; p=0.031) and being once drunk in the past year (AOR=2.89; 95% CI 1.36 to 6.14; p=0.006).
Discussion
This is the first study to explore a comprehensive range of factors for their association with depressive symptoms among MSM in China. Specifically, we investigated risky sexual behaviours, substance use, psychosocial factors including suicidal thoughts and sexual victimisation for their relationship to depressive symptoms. We found high rates of depressive symptoms, unprotected sex and suicidal ideation in our sample. In addition, we found that suffering adult sexual violence from same-sex partners was associated with depressive symptoms.
Our study showed a high rate of depressive symptoms in MSM, higher than the reported prevalence rate of depressive symptoms among the general population in China of 5.3%.21 A similar increased risk of depressive symptoms has been demonstrated among MSM in the USA, Netherlands, Kenya and South Africa.15 25 49–51 Due to the prevalence of depressive symptoms among the MSM population greatly exceeding that of the general population, we should lay emphasis on psychosocial assessment of and interventions for MSM.
It is noteworthy to have an association between depressive symptoms and CAI (ie, inconsistent condom use during anal intercourse) in our study, in line with the study conducted by Houston et al.32 It is possible that MSM with mild to moderate depressive symptoms address their low mood by having unprotected sex, which would increase the sense of intimacy and pleasure.52–54 Studies have shown that CAI among MSM was the predominant factor in HIV acquisition and transmission.11 12 Of particular concern were the rising incidence and high prevalence of HIV and lower rate of condom use when engaging in anal sex among MSM in China, specially in Wenzhou.14 55 Therefore, mental health interventions that focus on reducing high-risk sexual behaviours and improving mental health among MSM may be effective strategies for preventing HIV infection and transmission. In addition, future HIV prevention programmes should consider incorporating mental health screening and intervention strategies to improve their effectiveness in promoting sexual health.
In our study, we found a high rate of suicidal ideation and a strong association between suicidal ideation and depressive symptoms. Li et al, in his recent study conducted in Shanghai, China, argued that not feeling a sense of belonging and having little social support may explain the high rates of suicidal ideation in MSM,56 and the lack of a sense of belonging and social support may cause mental health issues like depressive symptoms. A longitudinal study revealed that lesbian, gay, bisexual and transgender (LGBT) youth with a history of suicide attempt were found to have higher levels of depressive and anxious symptoms.57 Conversely, MSM with higher levels of self-esteem and greater satisfaction with social support were less likely to have major depression and suicidal ideation.58 Given the positive association between major depression and suicidal ideation, a sense of belonging and social support may serve as protective factors as well as mediate the relationship between depression and suicidality. Given the high reported rate of suicidal ideation and depression, mental health centres should provide additional training to clinicians and counsellors on how to care for, screen and manage suicidality in the MSM population. In addition, knowledge of the psychological characteristics of MSM and development of consulting skills in clinic staff and Centers for Disease Control and Prevention (CDCs) related to working with MSM is needed to address their mental health needs, prevent suicidal behaviour and prevent HIV/AIDS infection and transmission. More generally, we should call on society to eliminate discrimination of the MSM population and provide more support and care to prevent suicidal ideation and attempts.
The study revealed that sexual victimisation was associated with depressive symptoms among MSM, consistent with a study by Ratner et al. 40 Sexual violence from male partners and sexual abuse in childhood can have a negative effect on the mental health of MSM, which can increase the risk of HIV infection or other sexually transmitted infections. Consequently, health counsellors and professionals should respond sensitively and give more care to victims of sexual victimisation. For example, clinicians should identify the prevalence of sexual victimisation among MSM, ask sensitive questions in the assessment of mental health and deconstruct prejudicial beliefs about same-sex sexual violence.
Drinking alcohol was reported by 40% and smoking by two-thirds of our sample. Both drinking alcohol and smoking history were not associated with depressive symptoms. However, research indicates a strong association between mental health issues and substance use disorders among the general population in studies of other countries.59 60 Our study only indicated that being once drunk was associated with depressive symptoms among MSM. Further research is needed to verify the association between drinking alcohol, smoking and depressive symptoms among Chinese MSM. Given there were few drug users in our sample and results of different studies are divergent, the finding that there was no association between drug use and present depressive symptoms in our study should be cautiously interpreted.
Previous studies have shown that high levels of sexual stigma can lead to internalised homophobia and poor social support, all of which are risk factors for mental health conditions such as depression, anxiety, substance disorders and suicidal ideation.61–64 MSM face social stigma in many settings, which can increase risk for HIV by limiting access to care.65 66 Thus, developing antistigma interventions and providing support that reduce homophobia and biphobia and encourage LGBT population rights, thereby reducing the amount of stigma, marginalisation and discrimination that MSM face in the first place would be very important in the future public health programmes. It is essential to change social attitudes gradually and reduce stigma and discrimination towards MSM populations. Health providers and MSM community organisations are valuable in providing social and emotional support to reduce stigma, alleviate mental disorder and promote healthy behaviours. Besides, family members and friends from outside the MSM community also offer social resources after MSM disclose their sexual identity. Media campaigns against homophobia may encourage broader acceptance of LGBT issues by portraying MSM in a non-discriminatory and normal manner.
There are some limitations to our study. First, these data were collected via self-report, and MSM might have concerns about their privacy and under-report some sensitive information in the rather homophobic and hostile environment of China. As such, this method may have resulted in an underestimation of the true prevalence of sensitive behaviours, such as unprotected sex, drug abuse and sexual violence. Second, the causality of depressive symptoms and associated factors is not inferred due to the cross-sectional design, and the relevant information is subjected to recall bias, which may have an influence on the magnitude of associations with depression. Third, some important psychosocial factors, such as self-esteem, social support and negative social relationships that might mediate or moderate the associations between depressive symptoms and related factors were not included in the research design. In addition, stigma related to HIV and sexual stigma are important factors associated with depression25 and were not examined. Fourth, different measures of depressive symptoms, such as the Self-Rating Depression Scale and Beck Depression Inventory may have provided results that differ from our study. Fifth, very few respondents with known HIV-positive status might report not knowing about their status before completing the study questionnaires for the incentive, which had an impact on the study result to some extent because depressive symptoms are very high and common among diagnosed HIV-infected people.67 68 Thus, longitudinal research with a larger sample size, employing more in-depth and complex measures of psychosocial and behavioural variables, and including such psychosocial factors as social support and social relationships, are needed to confirm our findings.
In response to our findings, mental health and substance abuse screening and counselling should be integrated into HIV prevention and treatment programmes for the MSM population in China. Mental health issues are generally not given enough emphasis in the training of HIV/AIDS counsellors in China, and we have had to provide supplementary training to staff from clinics and CDCs. More comprehensive intervention strategies that combine psychological, behavioural and social aspects are needed to address the existing mental health issues, with special attention paid to suicidality and high-risk behaviours among MSM.
Supplementary Material
Acknowledgments
We would like to thank Editage (www.editage.cn) for English language editing.
Footnotes
XP and RL contributed equally.
Contributors: SX, XP and QM were involved in the study design. HW, TJ, LH, SZ, DW, ZY, HZ and DZ performed the experiments. RL, XP and SX analysed the data. RL, XP and SX wrote the paper. XP, SX and QM critically revised the manuscript. All authors read and approved the final manuscript.
Funding: Key Project on Social Development among S&T Major Project of Zhejiang Province, China (2013C03047-1) and General Program on Medicine and Health of Zhejiang Province, China (2016KYA066).
Competing interests: None declared.
Patient consent: Obtained.
Ethics approval: The study was approved by the ethical review board of Zhejiang Provincial Center for Disease Control and Prevention.
Provenance and peer review: Not commissioned; externally peer reviewed.
Data sharing statement: No additional data are available.
References
- 1. Peirce RS, Frone MR, Russell M, et al. A longitudinal model of social contact, social support, depression, and alcohol use. Health Psychol 2000;19:28–38. 10.1037/0278-6133.19.1.28 [DOI] [PubMed] [Google Scholar]
- 2. Anderson AM, Ross MW, Nyoni JE, et al. High prevalence of stigma-related abuse among a sample of men who have sex with men in Tanzania: implications for HIV prevention. AIDS Care 2015;27:63–70. 10.1080/09540121.2014.951597 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Risher K, Adams D, Sithole B, et al. Sexual stigma and discrimination as barriers to seeking appropriate healthcare among men who have sex with men in Swaziland. J Int AIDS Soc 2013;16:18715 10.7448/IAS.16.3.18715 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Cochran SD, Bandiera FC, Mays VM. Sexual orientation-related differences in tobacco use and secondhand smoke exposure among US adults aged 20 to 59 years: 2003-2010 National Health and Nutrition Examination Surveys. Am J Public Health 2013;103:1837–44. 10.2105/AJPH.2013.301423 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Cochran SD, Mays VM. Lifetime prevalence of suicide symptoms and affective disorders among men reporting same-sex sexual partners: results from NHANES III. Am J Public Health 2000;90:573–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Farmer GW, Bucholz KK, Flick LH, et al. CVD risk among men participating in the National Health and Nutrition Examination Survey (NHANES) from 2001 to 2010: differences by sexual minority status. J Epidemiol Community Health 2013;67:772–8. 10.1136/jech-2013-202658 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Guerim LD, de Carvalho HW, Lara DR. The relationship between temperament and sexual orientation. J Affect Disord 2015;175:379–84. 10.1016/j.jad.2015.01.029 [DOI] [PubMed] [Google Scholar]
- 8. Mimiaga MJ, OʼCleirigh C, Biello KB, et al. The effect of psychosocial syndemic production on 4-year HIV incidence and risk behavior in a large cohort of sexually active men who have sex with men. J Acquir Immune Defic Syndr 2015;68:329–36. 10.1097/QAI.0000000000000475 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Tucker A, Liht J, de Swardt G, et al. An exploration into the role of depression and self-efficacy on township men who have sex with men’s ability to engage in safer sexual practices. AIDS Care 2013;25:1227–35. 10.1080/09540121.2013.764383 [DOI] [PubMed] [Google Scholar]
- 10. Grov C, Rendina HJ, Ventuneac A, et al. HIV risk in group sexual encounters: an event-level analysis from a national online survey of MSM in the U.S. J Sex Med 2013;10:2285–94. 10.1111/jsm.12227 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Baggaley RF, White RG, Boily MC. HIV transmission risk through anal intercourse: systematic review, meta-analysis and implications for HIV prevention. Int J Epidemiol 2010;39:1048–63. 10.1093/ije/dyq057 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Jin F, Jansson J, Law M, et al. Per-contact probability of HIV transmission in homosexual men in Sydney in the era of HAART. AIDS 2010;24:907–13. 10.1097/QAD.0b013e3283372d90 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Ministry of Health, People’s Republic of China 2012 China AIDS Response Progress Report. Beijing: Ministry of Health; http://unaids.org.cn/pics/20120614140133.pdf [Google Scholar]
- 14. Ma Q, Zeng S, Xia S, et al. Risky sexual networks and concentrated HIV epidemics among men who have sex with men in Wenzhou, China: a respondent-driven sampling study. BMC Public Health 2015;15:1246 10.1186/s12889-015-2591-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Mills TC, Paul J, Stall R, et al. Distress and depression in men who have sex with men: the Urban Men’s Health Study. Am J Psychiatry 2004;161:278–85. 10.1176/appi.ajp.161.2.278 [DOI] [PubMed] [Google Scholar]
- 16. Liu J, Gao YH, Liang ZM, et al. Depressive symptoms and associated sexual behaviors among men who have sex with men in Foshan, Guangdong province. Zhonghua Liu Xing Bing Xue Za Zhi 2012;33:483–7. [PubMed] [Google Scholar]
- 17. Wang Y, Zhang HB, Xu J, et al. Survey of depression status among men having sex with men[in Chinese]. J Prev Med Inform 2010;26:597–600. [Google Scholar]
- 18. Feng Y, Wu Z, Detels R, et al. HIV/STD prevalence among men who have sex with men in Chengdu, China and associated risk factors for HIV infection. J Acquir Immune Defic Syndr 2010;53:S74–S80. 10.1097/QAI.0b013e3181c7dd16 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Zheng YJ, Xu J, Zhang HB. Anxiety, depression and high-risk behaviors among men who have sex with men[in Chinese]. Chin Ment Health J 2005;19:699–701. [Google Scholar]
- 20. Wu J, Cy L, Hao YT, et al. Psychosocial status of MSM population in Guangzhou City [in Chinese]. Chin J Public Health 2011;27:476–8. [Google Scholar]
- 21. Fang F, Zhang SP, Wang ZW, et al. Epidemiological survey of depression among residents in a community of Shanghai [in Chinese]. Chin J Behav Med & Brain Sci 2009;18:740–2. [Google Scholar]
- 22. Graham LF, Braithwaite K, Spikes P, et al. Exploring the mental health of black men who have sex with men. Community Ment Health J 2009;45:272–84. 10.1007/s10597-009-9186-7 [DOI] [PubMed] [Google Scholar]
- 23. De Santis JP, Colin JM, Provencio Vasquez E, et al. The relationship of depressive symptoms, self-esteem, and sexual behaviors in a predominantly Hispanic sample of men who have sex with men. Am J Mens Health 2008;2:314–21. 10.1177/1557988307312883 [DOI] [PubMed] [Google Scholar]
- 24. Salomon EA, Mimiaga MJ, Husnik MJ, et al. Depressive symptoms, utilization of mental health care, substance use and sexual risk among young men who have sex with men in EXPLORE: implications for age-specific interventions. AIDS Behav 2009;13:811–21. 10.1007/s10461-008-9439-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Secor AM, Wahome E, Micheni M, et al. Depression, substance abuse and stigma among men who have sex with men in coastal Kenya. AIDS 2015;29:S251–S259. 10.1097/QAD.0000000000000846 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Hirshfield S, Wolitski RJ, Chiasson MA, et al. Screening for depressive symptoms in an online sample of men who have sex with men. AIDS Care 2008;20:904–10. 10.1080/09540120701796892 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Semple SJ, Stockman JK, Goodman-Meza D, et al. Correlates of sexual violence among men who have sex with men in Tijuana, Mexico. Arch Sex Behav 2017;46 Epub ahead of print 10.1007/s10508-016-0747-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Strathdee SA, Hogg RS, Martindale SL, et al. Determinants of sexual risk-taking among young HIV-negative gay and bisexual men. J Acquir Immune Defic Syndr Hum Retrovirol 1998;19:61–6. 10.1097/00042560-199809010-00010 [DOI] [PubMed] [Google Scholar]
- 29. Reisner SL, Mimiaga MJ, Bland S, et al. Problematic alcohol use and HIV risk among black men who have sex with men in Massachusetts. AIDS Care 2010;22:577–87. 10.1080/09540120903311482 [DOI] [PubMed] [Google Scholar]
- 30. Hernández MT, Sanchez MA, Ayala L, et al. Methamphetamine and cocaine use among Mexican migrants in California: the California-Mexico Epidemiological Surveillance Pilot. AIDS Educ Prev 2009;21:34–44. 10.1521/aeap.2009.21.5_supp.34 [DOI] [PubMed] [Google Scholar]
- 31. Blashill AJ, O’Cleirigh C, Mayer KH, et al. Body mass index, depression and sexual transmission risk behaviors among HIV-positive MSM. AIDS Behav 2012;16:2251–6. 10.1007/s10461-011-0056-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Houston E, Sandfort T, Dolezal C, et al. Depressive symptoms among MSM who engage in bareback sex: does mood matter? AIDS Behav 2012;16:2209–15. 10.1007/s10461-012-0156-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Liu JX, Choi K. Experiences of social discrimination among men who have sex with men in Shanghai, China. AIDS Behav 2006;10(4 Suppl):25–33. 10.1007/s10461-006-9123-5 [DOI] [PubMed] [Google Scholar]
- 34. Zhang BC, Chu QS, Msm CQ. MSM and HIV/AIDS in China. Cell Res 2005;15:858–64. 10.1038/sj.cr.7290359 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Feng Y, Wu Z, Detels R. Evolution of men who have sex with men community and experienced stigma among men who have sex with men in Chengdu, China. J Acquir Immune Defic Syndr 2010;53:S98–S103. 10.1097/QAI.0b013e3181c7df71 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Steward WT, Miège P, Choi KH. Charting a moral life: the influence of stigma and filial duties on marital decisions among Chinese men who have sex with men. PLoS One 2013;8:e71778 10.1371/journal.pone.0071778 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Zang C, Guida J, Sun Y, et al. Collectivism culture, HIV stigma and social network support in Anhui, China: a path analytic model. AIDS Patient Care STDS 2014;28:452–8. 10.1089/apc.2014.0015 [DOI] [PubMed] [Google Scholar]
- 38. King M, Semlyen J, Tai SS, et al. A systematic review of mental disorder, suicide, and deliberate self harm in lesbian, gay and bisexual people. BMC Psychiatry 2008;8:70 10.1186/1471-244X-8-70 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Paul JP, Catania J, Pollack L, et al. Understanding childhood sexual abuse as a predictor of sexual risk-taking among men who have sex with men: the Urban Men’s Health Study. Child Abuse Negl 2001;25:557–84. 10.1016/S0145-2134(01)00226-5 [DOI] [PubMed] [Google Scholar]
- 40. Ratner PA, Johnson JL, Shoveller JA, et al. Non-consensual sex experienced by men who have sex with men: prevalence and association with mental health. Patient Educ Couns 2003;49:67–74. 10.1016/S0738-3991(02)00055-1 [DOI] [PubMed] [Google Scholar]
- 41. Deuba K, Ekström AM, Shrestha R, et al. Psychosocial health problems associated with increased HIV risk behavior among men who have sex with men in Nepal: a cross-sectional survey. PLoS One 2013;8:e58099 10.1371/journal.pone.0058099 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. O’Carroll PW, Berman AL, Maris RW, et al. Beyond the Tower of Babel: a nomenclature for suicidology. Suicide Life Threat Behav 1996;26:237–52. [PubMed] [Google Scholar]
- 43. Friedman MR, Stall R, Silvestre AJ, et al. Effects of syndemics on HIV viral load and medication adherence in the multicentre AIDS cohort study. AIDS 2015;29:1087–96. 10.1097/QAD.0000000000000657 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Zhang J, Wu Z, Fang G, et al. Development of the chinese age norms of CES-D in urban area [in chinese]. Chin Ment Health J 2010;24:139–43. [Google Scholar]
- 45. Zhang Y, Jia C, Fang Z, et al. Study on depression symptom and reliability and validity of CES - D used in rural residents in Shandong province [in Chinese]. Chin J Public Health 2008;24:473–5. [Google Scholar]
- 46. Heckathorn DD. Respondent-driven sampling: a new approach to the study of hidden populations. Soc Probl 1997;44:174–99. 10.2307/3096941 [DOI] [Google Scholar]
- 47. Volz E, Heckathorn DD. Probability based estimation theory for respondent driven sampling. J Off Stat 2008;24:79–97. [Google Scholar]
- 48. Wejnert C. An empirical test of respondent-driven sampling: point estimates, variance, degree measures, and out-of-equilibrium data. Sociol Methodol 2009;39:73–116. 10.1111/j.1467-9531.2009.01216.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Sandfort TG, Bakker F, Schellevis FG, et al. Sexual orientation and mental and physical health status: findings from a Dutch population survey. Am J Public Health 2006;96:1119–25. 10.2105/AJPH.2004.058891 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Stoloff K, Joska JA, Feast D, et al. A description of common mental disorders in men who have sex with men (MSM) referred for assessment and intervention at an MSM clinic in Cape Town, South Africa. AIDS Behav 2013;17(S1):77–81. 10.1007/s10461-013-0430-3 [DOI] [PubMed] [Google Scholar]
- 51. Tucker A, Liht J, de Swardt G, et al. Homophobic stigma, depression, self-efficacy and unprotected anal intercourse for peri-urban township men who have sex with men in Cape Town, South Africa: a cross-sectional association model. AIDS Care 2014;26:882–9. 10.1080/09540121.2013.859652 [DOI] [PubMed] [Google Scholar]
- 52. Shiu CS, Chen YC, Tseng PC, et al. Curvilinear relationship between depression and unprotected sexual behaviors among men who have sex with men. J Sex Med 2014;11:2466–73. 10.1111/jsm.12638 [DOI] [PubMed] [Google Scholar]
- 53. Golub SA, Starks TJ, Payton G, et al. The critical role of intimacy in the sexual risk behaviors of gay and bisexual men. AIDS Behav 2012;16:626–32. 10.1007/s10461-011-9972-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Craft SM, Smith SA, Serovich JM, et al. Need fulfillment in the sexual relationships of HIV-infected men who have sex with men. AIDS Educ Prev 2005;17:217–26. 10.1521/aeap.17.4.217.66528 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Li HM, Peng RR, Li J, et al. HIV incidence among men who have sex with men in China: a meta-analysis of published studies. PLoS One 2011;6:e23431 10.1371/journal.pone.0023431 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Li R, Cai Y, Wang Y, et al. Psychosocial syndemic associated with increased suicidal ideation among men who have sex with men in Shanghai, China. Health Psychol 2016;35:148–56. 10.1037/hea0000265 [DOI] [PubMed] [Google Scholar]
- 57. Roura M, Urassa M, Busza J, et al. Scaling up stigma? the effects of antiretroviral roll-out on stigma and HIV testing. Early evidence from rural Tanzania. Sex Transm Infect 2009;85:308–12. 10.1136/sti.2008.033183 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Sivasubramanian M, Mimiaga MJ, Mayer KH, et al. Suicidality, clinical depression, and anxiety disorders are highly prevalent in men who have sex with men in Mumbai, India: findings from a community-recruited sample. Psychol Health Med 2011;16:450–62. 10.1080/13548506.2011.554645 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Maslowsky J, Schulenberg JE, O’Malley PM, et al. Depressive symptoms, conduct problems, and risk for polysubstance use among adolescents: results from US national surveys. Ment Health Subst Use 2013;7:157–69. 10.1080/17523281.2013.786750 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Schneider B, Kõlves K, Blettner M, et al. Substance use disorders as risk factors for suicide in an Eastern and a Central European city (Tallinn and Frankfurt/Main). Psychiatry Res 2009;165:263–72. 10.1016/j.psychres.2008.03.022 [DOI] [PubMed] [Google Scholar]
- 61. Logie CH, Newman PA, Chakrapani V, et al. Adapting the minority stress model: associations between gender non-conformity stigma, HIV-related stigma and depression among men who have sex with men in south India. Soc Sci Med 2012;74:1261–8. 10.1016/j.socscimed.2012.01.008 [DOI] [PubMed] [Google Scholar]
- 62. Meyer IH. Prejudice, social stress, and mental health in lesbian, gay, and bisexual populations: conceptual issues and research evidence. Psychol Bull 2003;129:674–97. 10.1037/0033-2909.129.5.674 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63. Stahlman S, Grosso A, Ketende S, et al. Depression and social stigma among MSM in Lesotho: implications for HIV and sexually transmitted infection prevention. AIDS Behav 2015;19:1460–9. 10.1007/s10461-015-1094-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Williamson IR. Internalized homophobia and health issues affecting lesbians and gay men. Health Educ Res 2000;15:97–107. 10.1093/her/15.1.97 [DOI] [PubMed] [Google Scholar]
- 65. Stahlman S, Bechtold K, Sweitzer S, et al. Sexual identity stigma and social support among men who have sex with men in Lesotho: a qualitative analysis. Reprod Health Matters 2015;23:127–35. 10.1016/j.rhm.2015.11.017 [DOI] [PubMed] [Google Scholar]
- 66. Zhao Y, Zhang L, Zhang H, et al. HIV testing and preventive services accessibility among men who have sex with men at high risk of HIV infection in Beijing, China. Medicine 2015;94:e534 10.1097/MD.0000000000000534 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67. Kanmogne GD, Qiu F, Ntone FE, et al. Depressive symptoms in HIV-infected and seronegative control subjects in Cameroon: effect of age, education and gender. PLoS One 2017;12:e0171956 10.1371/journal.pone.0171956 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68. Dal-Bó MJ, Manoel AL, Filho AO, et al. Depressive symptoms and associated factors among people living with HIV/AIDS. J Int Assoc Provid AIDS Care 2015;14:136–40. 10.1177/2325957413494829 [DOI] [PubMed] [Google Scholar]
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