Does discrimination prevent transgender and gender diverse people from seeking healthcare?: A nationwide cohort study in South Korea.

Introduction: Using Asia's first nationwide cohort dataset, this study aimed to assess the prevalence of anti-transgender discrimination and healthcare avoidance and delay (HAD) and examine their associations among transgender and gender diverse (TGD) adults in South Korea. Methods: We analyzed a two-wave (2020-2021) longitudinal dataset of 190 Korean TGD adults. Anti-transgender discrimination were classified accordingly: experienced at (1) neither wave, (2) baseline (2020) only, (3) follow-up (2021) only, and (4) both waves. We also asked about HAD in the past 12 months at follow-up for both transition-related and non-transition-related healthcare services. Multivariate modified Poisson regression was used to examine the associations between anti-transgender discrimination and HAD. Results: Of 190 participants, 102 (53.7%) experienced anti-transgender discrimination at both waves, and 130 (68.4%) reported HAD at follow-up. Compared to those without any experiences of anti-transgender discrimination, those who experienced it in both waves had a 1.78-times (95% CI: 1.21-2.63) higher prevalence of non-transition-related HAD, but not among those who experienced it in either wave. In contrast, anti-transgender discrimination was not associated with transition-related HAD. Conclusion: In order to enhance healthcare access for transgender and gender diverse (TGD) individuals, it is necessary to implement interventions, such as anti-discrimination laws, that protect them from discrimination.

Situational Avoidance and Its Association with Mental Health Among Transgender Adults in South Korea: A Nationwide Cohort Study.

Purpose: In fear of discrimination or unwanted disclosure of their transgender identity, transgender and nonbinary (TGNB) people may commonly avoid daily activities. We assessed the prevalence of situational avoidance among TGNB people and examined its associations with mental health outcomes. Methods: We analyzed data from a longitudinal survey conducted at baseline (2020) and follow-up (2021) among 268 TGNB people in South Korea. Situational avoidance due to transgender identity within the past 12 months was assessed based on 12 kinds of daily activities (e.g., public bathroom use, job applications, and hospital visits). Past-week depressive symptoms and past 2-week anxiety symptoms were measured with the Center for Epidemiologic Studies-Depression Scale and General Anxiety Disorder Scale, respectively. Results: Of 268 participants, 135 (50.4%) have ever avoided daily activities. The most frequently reported situational avoidance was public bathroom use (32.1%), followed by job applications (24.3%) and hospital visits (12.3%). After adjusting for confounders including baseline depressive symptoms and experience of anti-transgender discrimination, participants with any situational avoidance experience were 1.30 times (95% confidence intervals [CI] = 1.01-1.69) more likely to have anxiety symptoms compared with those without situational avoidance experience. In particular, participants who avoided three or more kinds of daily activities were 1.40 times (95% CI = 1.02-1.93) more likely to have anxiety symptoms than those without any experience of situational avoidance. No association was observed with depressive symptoms. Conclusion: Multilateral interventions including anti-discrimination law enactment are necessary to reduce transphobia and provide support for TGNB people in Korea, thus reducing their fear of participating in daily activities and promoting their mental well-being.

Intergenerational transmission of intimate partner violence among women: Evidence from the 2017 Philippines National Demographic and Health Survey.

Intimate partner violence (IPV) substantially harms women's overall health worldwide. The intergenerational cycle of IPV among women remains underexplored from the perspective of victimization and perpetration, and by types of subsequent IPV. The 2017 Philippines National Demographic and Health Survey dataset of 12,248 currently in-union (married or cohabiting) women aged 15 to 49 were utilized in this study. The main exposure variable was measured by the question: "as far as you know, did your father ever beat your mother?". Multivariate logistic regression was performed to investigate the association between being ever exposed to parental IPV and (1) women's IPV victimization (by types: any, physical, sexual, and emotional) and (2) IPV perpetration (physical) by women against their husbands or male partners. Further, multinomial logistic regression examined the association between exposure to parental IPV and the experience of being an IPV victim only, perpetrator only, or both. We have found that women who were exposed to parental IPV were more likely to experience IPV victimization (OR: 2.1, 95% CI: 1.9, 2.4 for any IPV; OR: 2.3, 95% CI: 2.0, 2. for physical IPV; OR: 2.0, 95% CI: 1.6, 2.4 for sexual IPV; and OR: 2.0, 95% CI: 1.8, 2.2 for emotional IPV), and also perpetrate physical IPV themselves (OR: 2.1, 95% CI: 1.9, 2.4) compared to those unexposed to parental IPV. Moreover, women exposed to parental IPV were three times more likely to be both a perpetrator and a victim of IPV (OR: 3.1, 95% CI: 2.7, 3.7), much higher than the odds of being a victim only (OR: 1.9, 95% CI: 1.8, 2.2) or a perpetrator only (OR: 1.9, 95% CI: 1.6, 2.). In summary, exposure to parental IPV was associated with Filipino women being victims and perpetrators of IPV themselves. The integration of violence prevention within parenting and community programs can be considered to prevent the perpetuation of the intergenerational cycle of IPV.

Associations between discrimination experiences and symptoms of depression and anxiety among transgender adults: a nationwide cohort study of 269 transgender adults in South Korea.

PURPOSE: Recently, there has been an increase in awareness of social stigma and mental health issues experienced by transgender individuals in South Korea. To provide quantitative evidence, we conducted a nationwide cohort study of transgender adults, first of its kind in Asia. The aim of the study is to assess the prevalence of depressive and anxiety symptoms and examine their associations with discrimination experiences among transgender adults. METHODS: We conducted a two-wave longitudinal survey of 269 Korean transgender adults, where the baseline was collected in October 2020 and the follow-up in October 2021. Experiences of discrimination in the past 12 months at follow-up were categorized accordingly: those who experienced (1) none, (2) only anti-transgender discrimination, (3) only other types of discrimination, and (4) both anti-transgender and other types of discrimination. Depressive symptoms were measured using the Center for Epidemiologic Studies Depression scale at both waves and anxiety symptoms were measured using the Generalized Anxiety Disorder 7 only at follow-up. We used modified Poisson regression to examine the association between experiences of discrimination and mental health outcomes at follow-up and adjusted for sociodemographic characteristics and baseline depressive symptoms. RESULTS: A total of 63.9% had depressive symptoms and 47.2% had anxiety symptoms. Participants who experienced both anti-transgender and other types of discrimination had 1.38-times (95% CI 1.06-1.81) and 1.77-times (95% CI 1.16-2.70) higher prevalence of depressive and anxiety symptoms, respectively, compared to those without any experiences of discrimination. CONCLUSIONS: Interventions to lessen discrimination towards transgender individuals are needed for the promotion of mental health among transgender individuals.

Transgender-specific COVID-19-related stressors and their association with depressive symptoms among transgender adults: A nationwide cross-sectional survey in South Korea.

Introduction: COVID-19 has disproportionately impacted marginalized groups, including transgender populations, reproducing and exacerbating inequalities and vulnerabilities that existed in those groups prior to the pandemic. This study aimed to assess the prevalence of transgender-specific COVID-19-related stressors and their association with depressive symptoms among South Korean transgender adults. Methods: We conducted a nationwide cross-sectional study of 564 South Korean transgender adults (trans women, trans men, and nonbinary people) from October 7 to October 31, 2020. We measured four transgender-specific COVID-19-related stressors as follows: (A) had difficulty receiving gender-affirming healthcare due to economic hardship related to COVID-19, (B) had difficulty receiving gender-affirming healthcare due to limited access to hospitals under the COVID-19 situation, (C) had difficulty purchasing a public face mask due to gender information on an identification card, and (D) avoided getting a COVID-19 test in fear of unfair treatment and dirty looks due to gender identity, despite having COVID-19 symptoms. Past-week depressive symptoms were assessed using the Center for Epidemiologic Studies-Depression Scale. Results: Of the total participants, 30.7% experienced any of the four transgender-specific COVID-19-related stressors, and 70.2% were classified as having depressive symptoms during the past week. We found statistically significant associations with depressive symptoms among participants who reported that they had difficulty receiving gender-affirming healthcare due to either economic hardship (adjusted prevalence ratio [aPR] = 1.20, 95% Confidence Interval [CI] = 1.05-1.37) or limited access to hospitals (aPR = 1.15, 95% CI = 1.00-1.32), respectively. Furthermore, those who had two or more of the four transgender-specific COVID-19-related stressors were 1.21 times (95% CI = 1.05-1.40) more likely to report depressive symptoms, compared to those who did not report any stressor. Conclusion: Transgender-specific COVID-19-related stressors may negatively influence depressive symptoms among South Korean transgender adults. Given these findings, transgender-inclusive interventions should be implemented at the policy level during the COVID-19 pandemic in South Korea.

Explainable artificial intelligence on life satisfaction, diabetes mellitus and its comorbid condition.

This study uses artificial intelligence for testing (1) whether the comorbidity of diabetes and its comorbid condition is very strong in the middle-aged or old (hypothesis 1) and (2) whether major determinants of the comorbidity are similar for different pairs of diabetes and its comorbid condition (hypothesis 2). Three pairs are considered, diabetes-cancer, diabetes-heart disease and diabetes-mental disease. Data came from the Korean Longitudinal Study of Ageing (2016-2018), with 5527 participants aged 56 or more. The evaluation of the hypotheses were based on (1) whether diabetes and its comorbid condition in 2016 were top-5 determinants of the comorbidity in 2018 (hypothesis 1) and (2) whether top-10 determinants of the comorbidity in 2018 were similar for different pairs of diabetes and its comorbid condition (hypothesis 2). Based on random forest variable importance, diabetes and its comorbid condition in 2016 were top-2 determinants of the comorbidity in 2018. Top-10 determinants of the comorbidity in 2018 were the same for different pairs of diabetes and its comorbid condition: body mass index, income, age, life satisfaction-health, life satisfaction-economic, life satisfaction-overall, subjective health and children alive in 2016. In terms of SHAP values, the probability of the comorbidity is expected to decrease by 0.02-0.03 in case life satisfaction overall is included to the model. This study supports the two hypotheses, highlighting the importance of preventive measures for body mass index, socioeconomic status, life satisfaction and family support to manage diabetes and its comorbid condition.

Gender Identity Change Efforts Are Associated with Depression, Panic Disorder, and Suicide Attempts in South Korean Transgender Adults.

Purpose: Gender identity change efforts (GICEs), sometimes referred to as "conversion therapy," are considered pseudoscientific and unethical practices that are not supported by the existing scientific literature. However, a substantial portion of transgender people face such practices during their lives. We assessed lifetime exposure to GICEs and its associations with mental health indicators among transgender adults in South Korea. Methods: We analyzed a nationwide cross-sectional survey of 566 Korean transgender adults conducted in October 2020. Lifetime exposure to GICEs was classified as follows: "never had GICE-related experiences," "received a referral, but did not undergo GICEs," and "undergone GICEs." We assessed mental health indicators, including past-week depressive symptoms; medical diagnosis or treatment of depression and panic disorder; and past 12-month suicidal ideation, suicide attempts, and self-harm. Results: Of the total participants, 12.2% had "received a referral, but did not undergo GICEs," and 11.5% had "undergone GICEs." Compared with those who had "never had GICE-related experiences," participants who had "undergone GICEs" showed significantly higher prevalence of depression (adjusted prevalence ratio [aPR]=1.34, 95% confidence interval [CI]=1.11-1.61), panic disorder (aPR=2.52, 95% CI=1.75-3.64), and suicide attempts (aPR=1.73, 95% CI=1.10-2.72). However, we did not find significant associations between having "received a referral, but did not undergo GICEs" and mental health indicators. Conclusion: Given our findings suggest that lifetime exposure to GICEs may harm transgender adults' mental health, legal restrictions should be imposed to ban GICEs in South Korea.

Association between discrimination and poor sleep health outcomes among 2192 South Korean gay, lesbian, and bisexual adults: A nationwide cross-sectional survey.

OBJECTIVE: The study aimed to assess the prevalence of poor sleep health outcomes and examine the associations between experiences of discrimination and the sleep health outcomes among lesbian, gay, and bisexual (LGB) adults in Korea. DESIGN & SETTING: The study used data from Rainbow Connection Project I, a nationwide cross-sectional survey of Korean LGB adults, conducted via online in 2016. MEASUREMENTS: Participants were asked about experiences of anti-LGB discrimination and discrimination based on other characteristics (ie, gender, age, place of origin, nationality/race, religion, appearance including height and weight, disability status, and other) in the past 12 months. Using the responses, the participants were categorized into 4 groups: those who experienced (1) none, (2) only anti-LGB discrimination, (3) only other types of discrimination, and (4) both anti-LGB and other types of discrimination. Past-week sleep quality, unrestful sleep, and long sleep latency were included as sleep health outcomes. RESULTS: Of the 2192 participants, 740 (33.8%) had poor sleep quality, 1211 (55.2%) had unrestful sleep, and 681 (31.1%) had long sleep latency in the past week. Participants who experienced both anti-LGB and other types of discrimination had 1.65 times (95% confidence interval [CI] = 1.38-1.98), 1.30 times (95% CI = 1.16-1.45), and 1.58 times (95% CI = 1.31-1.90) higher prevalence of poor sleep quality, unrestful sleep, and long sleep latency, respectively, compared to those without any experiences of discrimination. CONCLUSIONS: Experiencing discrimination may deprive Korean LGB adults of good quality sleep. Interventions that seek to prevent discrimination are needed to promote sleep health among Korean LGB individuals.

Discrimination keeps transgender people awake at night: A nationwide cross-sectional survey of 583 transgender adults in South Korea.

OBJECTIVES: We sought to investigate the association between transgender identity discrimination and sleep problems among transgender people in South Korea (hereafter, Korea), and whether family support for transgender identity plays a protective role in the association. DESIGN & SETTING: We analyzed a nationwide cross-sectional survey of 583 Korean transgender adults which was anonymously conducted through an online platform. MEASUREMENTS: Transgender identity discrimination was assessed using a single-item question. Sleep problems were defined as having any of the following problems: poor sleep quality, short sleep duration, and use of alcohol or sleep medications to fall asleep. Family support for transgender identity was classified into 3 groups as follows: not supportive, supportive, and unaware of participants' transgender identity. RESULTS: Of 583 participants, 383 (65.7%) experienced transgender identity discrimination over the past 12 months. Participants who experienced transgender identity discrimination were 1.48 times (95% confidence intervals [95% CI] = 1.19-1.83) more likely to have any sleep problems, compared to those who never experienced transgender identity discrimination. When stratified by family support level, the associations between transgender identity discrimination and sleep problems remained statistically significant only among those with a family unsupportive (adjusted prevalence ratio [aPR] = 1.64; 95% CI = 1.16-2.31) or unaware (aPR = 1.60; 95% CI = 1.01-2.52) of participants' transgender identity. However, the association was not statistically significant among those with a supportive family (aPR = 1.41; 95% CI = 0.96-2.07). CONCLUSION: Given transphobic environments in Korea, legal and institutional efforts are required to reduce transgender identity discrimination (eg, anti-discrimination laws) as well as to build trans-specific family resources.

Association Between Intimate Partner Violence and Suicidal Ideation Among Female and Male Adults in South Korea: A Nationally Representative Longitudinal Study.

This study sought to assess the prevalence of intimate partner violence (IPV) victimization and to examine the sex-stratified associations between IPV and suicidal ideation in South Korea. This study used nationally representative longitudinal survey data from 2011 to 2020 of the Korean Welfare Panel Study of 9732 married adults at baseline. Participants were annually asked about IPV experiences of verbal abuse, physical threat, or physical assault over the past year in 2011-2019. Suicidal ideation in the past year was assessed in the following year 2012-2020 of IPV experiences. Using multilevel logistic regression models, we examined the associations between IPV and suicidal ideation among married adults. The prevalence of verbal abuse, physical threat, and physical assault was respectively 19.8%, 3.0%, and 1.4% in females (n = 5056); and 18.8%, 2.7%, and 1.0% in males (n = 4676). After adjusting for potential confounders (e.g., lifetime suicidal ideation and random effects of individuals and households) in the same year when participants had IPV experiences, all types of IPV experiences were statistically associated with suicidal ideation in the following year among both females and males, except for physical threat among males. We found a statistically significant association between physical threat and suicidal ideation among females (adjusted odds ratio: 2.22, 95% confidence interval: 1.62, 3.04), whereas no association was observed among males. Our findings suggest that public health interventions related to suicidal behaviors that can be attributable to experiencing IPV are necessary among both females and males in South Korea.

Transgender Adults' Public Bathroom-Related Stressors and Their Association with Depressive Symptoms: A Nationwide Cross-Sectional Study in South Korea.

Purpose: This study assessed public bathroom-related stressors and examined their association with depressive symptoms, suicidal ideation, and suicide attempts among transgender individuals in South Korea. Methods: We analyzed data from a nationwide cross-sectional survey of 557 South Korean transgender adults (age range: 19-60 years) conducted in October 2020. Participants were asked nine yes/no questions about whether they have ever experienced public bathroom-related stressors within the last 12 months. The responses were classified into three categories: "never experienced," "avoidant behaviors alone," and "victimization experiences." Results: The proportions of participants who reported "avoidant behaviors alone" and "victimization experiences" related to public bathroom use were 47.0% and 23.0%, respectively. Past-week prevalence of depressive symptoms was 70.7%, and past 12-month prevalence of suicidal ideation and suicide attempts was 63.0% and 19.8%, respectively. Compared with participants who "never experienced" public bathroom-related stressors, the prevalence of depressive symptoms was statistically significantly higher among those who reported "avoidant behaviors alone" (adjusted prevalence ratio [aPR] = 1.22; 95% confidence interval [CI] = 1.07-1.40) and "victimization experiences" (aPR = 1.18; 95% CI = 1.01-1.38), after adjusting for covariates, including gender perception by others. In the same adjusted model, however, no significant associations of public bathroom-related stressors with suicidal ideation and suicide attempts were observed. Conclusions: Given these findings showing that public bathroom-related stressors may negatively influence transgender adults' depressive symptoms, efforts are necessary to ensure their safe access to public bathrooms in South Korea. Furthermore, policy-level interventions are needed to eliminate stigma against transgender individuals, given that public bathroom-related stressors could be considered an indicator of broader anti-transgender stigma.