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Understanding differences in types of social support and their effects on mental health over time for trans and nonbinary adults. 了解社会支持类型的差异及其对跨性别和非二元成人心理健康的影响。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-02 DOI: 10.1037/sgd0000789
Elliot Tebbe, Nadra E Lisha, Torsten B Neilands, Micah E Lubensky, Zubin Dastur, Mitchell R Lunn, Juno Obedin-Maliver, Annesa Flentje

Although research has shown that social support generally is beneficial to mental health among trans and nonbinary (TNB) adults, less is known regarding what forms of support and the degree to which they mitigate the harms of minority stress on mental health over time. This study investigated differences in types of social support and their association with mental health over time in a sample of 2,411 TNB adults, predominantly younger in age (53% 18-30 years old), diverse in sexual orientation (97.5%, LGBQA+, 2.5% straight/heterosexual), gender identity (53.3% non-binary, 26% trans man, 12.4% trans woman), and similar in race and ethnicity to the US national population. We conducted a latent profile analysis (LPA) to identify social support typologies. A three-profile solution classified participants into a Low (39.6%), Moderate (40.7%), or High Support profile (19.7%). Significant variability in gender-related support experiences was noted for those in the Moderate and High Support profiles, while those in the Low Support profile had almost uniformly little to no support from family. Mental health outcomes differed between the profiles; Low Support participants reported significantly worse depression and PTSD symptoms; demographically, the greatest proportion of participants with marginalized identities clustered in the Low Support profile. Finally, we tested profile membership as a moderating variable in the association of minority stressors with mental health over time. Few significant differences emerged between groups, suggesting that being in a higher support profile may not necessarily buffer the harms of minority stress on mental health over time. Intervention implications are discussed.

尽管研究表明,社会支持通常对跨性别和非二元性别(TNB)成年人的心理健康有益,但人们对支持的形式和程度知之甚少,随着时间的推移,它们减轻了少数族裔压力对心理健康的危害。本研究调查了2411名TNB成年人随时间的社会支持类型差异及其与心理健康的关系,这些成年人主要是年龄较年轻(53%为18-30岁),性取向不同(97.5%,LGBQA+, 2.5%直/异性恋),性别认同(53.3%非二元性,26%变性男,12.4%变性女),种族和民族与美国全国人口相似。我们进行了潜在特征分析(LPA),以确定社会支持类型。三种方案将参与者分为低支持(39.6%)、中等支持(40.7%)和高支持(19.7%)。在中等支持和高支持的人群中,与性别相关的支持经历存在显著差异,而在低支持的人群中,几乎没有来自家庭的支持。心理健康结果不同;低支持参与者报告了更严重的抑郁和创伤后应激障碍症状;从人口统计学的角度来看,具有边缘化身份的参与者的比例最大,聚集在低支持profile中。最后,随着时间的推移,我们测试了概况成员作为少数民族压力源与心理健康关联的调节变量。各组之间几乎没有明显的差异,这表明,随着时间的推移,处于较高的支持地位可能不一定能缓冲少数族裔压力对心理健康的危害。讨论了干预的影响。
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引用次数: 0
Prevalence and Correlates of Nonsuicidal Self-Injury Among Transgender People: Results from a U.S. Probability Sample. 跨性别人群中非自杀性自伤的患病率及其相关因素:来自美国概率样本的结果。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-02 DOI: 10.1037/sgd0000794
Kasey B Jackman, Walter O Bockting, Shahrzad Divsalar, Winston Luhur, Sarah I Leonard, Andy Lin, Ilan H Meyer

Nonsuicidal self-injury (NSSI), intentional harm to the body without intent to die, is a major public health concern. Transgender people may be at higher risk for NSSI compared to cisgender peers, but evidence is limited regarding prevalence, demographic correlates, and risk factors. This study is the first to examine NSSI in a probability sample of the U.S. transgender population. We analyzed data from the first U.S. nationally representative sample of transgender people which was recruited through random-digit-dial methods and address-based sampling. Using logistic regression, we examined associations between demographic factors, minority stress processes, early life adversity, and lifetime history of NSSI. The sample consisted of 270 transgender individuals; 144 (53.3%) were transfeminine or nonbinary assigned male at birth and 126 (46.7%) were transmasculine or nonbinary assigned female at birth. The mean age was 34.2 (SD = 17.1, range: 18-81); 68.5% identified as non-Hispanic White and 31.5% as Black, Latino, or multi-race. NSSI was reported by 50% of the sample. Victimization and discrimination, adverse childhood experiences, lower nonconformity in childhood gender expression, and transgender community connectedness were associated with higher odds of NSSI. NSSI is common among transgender people in the U.S. Victimization and discrimination, adverse childhood experiences, and factors related to gender identity development may increase vulnerability to NSSI. Additional research is needed to better understand the relationships between these variables and NSSI. Findings can inform tailored interventions to address specific risk factors that affect this population.

非自杀性自伤(NSSI)是一种没有死亡意图的对身体的故意伤害,是一个主要的公共卫生问题。与顺性同龄人相比,跨性别者可能有更高的自伤风险,但关于患病率、人口统计学相关性和风险因素的证据有限。这项研究首次对美国跨性别人群的自伤概率样本进行了调查。我们分析了通过随机数字拨号和基于地址的抽样方法招募的第一批美国全国代表性跨性别人群样本的数据。使用逻辑回归,我们研究了人口因素、少数民族应激过程、早期生活逆境和自伤史之间的关系。样本包括270名跨性别者;144例(53.3%)出生时为跨性别或非二元性别男性,126例(46.7%)出生时为跨性别或非二元性别女性。平均年龄34.2岁(SD = 17.1,范围18-81岁);68.5%为非西班牙裔白人,31.5%为黑人、拉丁裔或多种族。50%的样本报告自伤。受害和歧视、不良童年经历、儿童期性别表达不一致程度较低以及跨性别社区连通性与自伤发生率较高相关。自伤在美国的跨性别人群中很常见。受害和歧视、不良的童年经历以及与性别认同发展相关的因素都可能增加自伤的易感性。需要进一步的研究来更好地理解这些变量与自伤之间的关系。研究结果可以为有针对性的干预措施提供信息,以解决影响这一人群的具体风险因素。
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引用次数: 0
An Examination of Facilitators and Barriers to Care Receipt Among Specific Groups of LGBTQ+ and Cisgender Heterosexual Veterans. LGBTQ+和顺性异性恋退伍军人特殊群体护理接受的促进因素和障碍研究。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-01-01 DOI: 10.1037/sgd0000820
Michelle Upham, Kristine Beaver, Cindy J Chang, Cory J Cascalheira, Isaac C Rhew, Kim DeFiori, Krista S Dashtestani, Michael R Kauth, Jillian C Shipherd, Debra Kaysen, Tracy L Simpson

The present study examined rates and factors associated with past-year Veterans Health Administration (VHA) overall healthcare utilization and VA mental health treatment among LGBTQ+ and cisgender heterosexual veterans. Baseline data from a national longitudinal study of LGBTQ+ and cisgender heterosexual veteran VHA users and non-users (N = 1,062) were used in generalized linear models to estimate the predicted prevalence of VHA healthcare utilization for each LGBTQ+ and cisgender subgroup, stratified by gender. Additional multivariable regressions were guided by the Andersen health services utilization model. There were no significant differences in healthcare utilization among women subgroups. Among men subgroups, cisgender gay men had lower predicted prevalence of VHA utilization than cisgender heterosexual and transgender men. In both the women's and men's models, VHA eligibility indicators and perceived lack of service availability were associated with increased odds for any past-year utilization; higher income, difficulty understanding eligibility/benefits, and logistical barriers were associated with decreased odds. Lifetime harassment at VHA was positively associated with past-year overall VHA utilization in women's models. LGBTQ+ specific factors explained significant variance in some models while transgender/gender diverse specific needs did not. These findings suggest that veterans generally need assistance navigating VHA eligibility issues and that LGBTQ+ veterans would benefit from systemic attention to provider sensitivity and availability of services focused on their needs. The high rates of harassment reported across women subgroups (19% to 25%) and by transgender men (38%) warrant institution-wide action.

本研究调查了LGBTQ+和顺性异性恋退伍军人的退伍军人健康管理局(VHA)总体医疗保健利用率和VA心理健康治疗的相关率和因素。一项针对LGBTQ+和顺性异性恋退伍军人VHA使用者和非使用者(N = 1062)的全国性纵向研究的基线数据被用于泛化线性模型,以估计按性别分层的LGBTQ+和顺性异性恋退伍军人VHA医疗保健利用的预测患病率。附加的多变量回归以Andersen卫生服务利用模型为指导。妇女亚组在医疗保健利用方面无显著差异。在男性亚组中,顺性同性恋男性的VHA使用率低于顺性异性恋和变性男性。在女性和男性模型中,VHA资格指标和感知到的服务可用性缺乏与过去任何一年的利用率增加的可能性有关;较高的收入、难以理解资格/福利和后勤障碍与几率降低有关。VHA的终身骚扰与女性模特过去一年的VHA总体利用率呈正相关。LGBTQ+特定因素解释了某些模型的显著差异,而跨性别/性别多样化特定需求却不能解释。这些发现表明,退伍军人通常需要帮助来解决VHA资格问题,LGBTQ+退伍军人将受益于系统关注提供者的敏感性和针对他们需求的服务的可用性。女性亚群体(19%至25%)和跨性别男性(38%)报告的高骚扰率值得全机构采取行动。
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引用次数: 0
Through their Eyes: A Qualitative, Daily Diary Exploration of Oppression-Based Stress Experiences among Sexual and Gender Minority Adolescents. 透过他们的眼睛:性少数和性别少数青少年基于压迫的压力经历的定性每日日记探索。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-30 DOI: 10.1037/sgd0000779
Tara R Sullivan, Sofia S Flynn, Shannon Touhey, Ethan H Mereish

The purpose of this study was to provide an in-depth, daily, and qualitative examination of oppression-based stress experiences among sexual and gender minority adolescents (SGMA) across varying social contexts-that is, varying interpersonal relationships and social environments. A sample of 94 SGMA were recruited and completed up to 21 days of daily diaries, in which respondents answered an open-ended question surrounding their daily negative experiences-or "lows"-associated with their marginalized identities. A total of 1,629 entries were analyzed using qualitative content analysis methods. Five themes of daily oppression-based stress experiences emerged from the responses, encompassing: (1) social rejection and discomfort, (2) relationship stressors, (3) stress related to identity development and disclosure, (4) negative or inadequate representation, and (5) structural cissexism-related stressors. Our findings further elucidate the content and type of oppression-based stressors SGMA experience across multiple intrapersonal, interpersonal, and structural domains; additionally, we identify salient, intervenable areas for future research to reduce the everyday oppression-based stress experiences of SGMA.

本研究的目的是在不同的社会背景下,即不同的人际关系和社会环境下,对性少数和性别少数青少年(SGMA)中基于压迫的压力经历进行深入的、日常的和定性的检查。招募了94名SGMA的样本,并完成了长达21天的日常日记,在日记中,受访者回答了一个开放式问题,围绕他们与边缘化身份相关的日常负面经历或“低谷”。采用定性内容分析方法,共对1629个条目进行分析。调查结果显示,日常压力体验的五个主题包括:(1)社会排斥和不适,(2)关系压力源,(3)与身份发展和披露相关的压力,(4)消极或不充分的代表,以及(5)与结构性性别歧视相关的压力源。我们的研究结果进一步阐明了基于压迫的压力源在多个人际、人际和结构领域的SGMA体验的内容和类型;此外,我们为未来的研究确定了显著的、可干预的领域,以减少SGMA的日常基于压迫的压力体验。
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引用次数: 0
Positive sexual and gender identity experiences: Prospective associations with affect, internalized stigma, and perceived coping efficacy among sexual minority women and gender diverse young adults. 积极的性和性别认同经历:性少数女性和性别多元化年轻人的情感、内化污名和感知应对效能的前瞻性关联
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/sgd0000784
Christina Dyar, Julia Curtis, Emily Herry

A handful of existing studies have examined positive sexual identity experiences at the daily level. However, these studies have focused predominately on concurrent associations, produced mixed results for most outcomes (e.g., anxious affect, internalized stigma), and have not examined positive gender identity experiences. The current study aims to address these limitations by examining prospective associations between positive sexual and gender identity experiences, affect, proximal stressors (i.e., internalized and anticipated stigma), and perceived coping efficacy. The study also aims to explore contextual factors that may increase the likelihood of these events. We used data from a 30-day ecological momentary assessment study with 429 sexual minority women and gender diverse sexual minorities assigned female at birth (SMWGD). Positive sexual and gender identity experiences prospectively predicted increases in perceived coping efficacy. Positive sexual identity experiences also prospectively predicted increases in positive affect and decreases in internalized stigma. Positive sexual and gender identity experiences were also associated with increases in anxious and depressed affect, but these effects did not persist into the next day. Finally, positive sexual identity experiences were more likely to occur when participants interacted with friends, partners, and sexual and gender minority individuals. Given that reduced perceived coping efficacy and increased internalized stigma link enacted stigma with subsequent increases in anxiety and depression, our findings suggest that positive identity experiences may help to interrupt these processes and build resilience to enacted stigma, although this should be tested by future research.

现有的一些研究已经在日常层面上调查了积极的性认同体验。然而,这些研究主要集中在并发关联上,对大多数结果(例如,焦虑影响,内化耻辱)产生了混合结果,并且没有检查积极的性别认同体验。本研究旨在通过研究积极的性和性别认同经历、情感、近端压力源(即内化和预期的污名)和感知应对效能之间的前瞻性关联来解决这些局限性。该研究还旨在探索可能增加这些事件发生可能性的环境因素。我们使用了一项为期30天的生态瞬时评估研究的数据,研究对象为429名性少数女性和性别多样化的性少数女性。积极的性认同和性别认同经历可以预测应对效能的增加。积极的性认同经历也预示着积极情感的增加和内化耻辱的减少。积极的性和性别认同经历也与焦虑和抑郁情绪的增加有关,但这些影响不会持续到第二天。最后,积极的性身份体验更有可能发生在参与者与朋友、伴侣、性少数群体和性别少数群体的互动中。鉴于感知应对效能的降低和内化污名的增加与随后焦虑和抑郁的增加有关,我们的研究结果表明,积极的身份体验可能有助于中断这些过程,并建立对污名的适应能力,尽管这需要通过未来的研究来验证。
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引用次数: 0
Relationship Inclusivity in Sexual and Gender Minority Psychology. 性与性别少数心理学中的关系包容。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-01 DOI: 10.1037/sgd0000662
Elizabeth A McConnell, Madison Shea Smith, Ellora Vilkin, Jen Arter, Cara Herbitter

Despite critical overlap between sexual and gender minority (SGM) and consensually non-monogamous (CNM) communities, relationship diversity remains a largely unaddressed domain of SGM people's wellbeing. We write to the readership of PSOGD as members of the LGBTQIA+ workgroup within the APA Division 44 Committee on Consensual Non-Monogamy and call for relationship diversity (i.e., CNM) to be meaningfully included within SGM-focused psychological science and practice.

尽管性和性别少数群体(SGM)和自愿非一夫一妻制(CNM)社区之间存在严重的重叠,但关系多样性在很大程度上仍然是SGM人群幸福的一个未解决的领域。作为美国心理学会第44部门非一夫一妻制委员会LGBTQIA+工作组的成员,我们写信给PSOGD的读者,呼吁将关系多样性(即CNM)有意地纳入以sgm为重点的心理科学和实践中。
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引用次数: 0
Invalidation and Mental Health among Nonbinary Individuals. 非二元个体的无效与心理健康。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-09-01 Epub Date: 2023-03-16 DOI: 10.1037/sgd0000621
Kelly C Johnson, Allen J LeBlanc, Curtis Dolezal, Anneliese A Singh, Walter O Bockting

This study examines the experience of a unique minority stressor, gender identity invalidation (henceforth referred to as invalidation), which is defined as the refusal to accept someone's gender identity as real or valid, among transgender and nonbinary (TNB) individuals. Data are drawn from a large and diverse sample of TNB adults who participated in a quantitative survey concerning transgender identity, minority stress, and mental health (N = 302). Invalidation was assessed using a novel 17-item scale that ascertains the extent to which respondents experienced invalidation across different social contexts. On average, TNB adults in this sample report low levels of invalidation, although a minority experience it at relatively high levels. Experiences of invalidation were significantly higher among nonbinary participants when compared with their binary trans peers. A series of multivariate regression models that control for sociodemographic factors (sex assigned at birth, race/ethnicity, education, age, and income) and well-established indicators of minority stress (felt stigma, enacted stigma) suggest that nonbinary gender identity is independently associated with poor mental health (assessed with the Global Severity Index), and that this association is mediated by invalidation. These findings suggest that invalidation, which is largely unexamined in existing research, merits greater attention as a particularly salient minority stressor influencing mental health among gender diverse populations, nonbinary populations in particular.

本研究探讨了变性人和非二元性(TNB)个体在性别认同无效(以下简称无效)这一独特的少数群体压力下的体验,性别认同无效被定义为拒绝接受某人的性别认同为真实或有效。数据来源于一个大型、多样化的 TNB 成人样本,他们参与了一项有关变性者身份、少数群体压力和心理健康的定量调查(N = 302)。我们使用了一个新颖的 17 个项目的量表来评估无效性,该量表可确定受访者在不同社会环境中经历无效性的程度。平均而言,样本中的 TNB 成年人的无效感程度较低,但也有少数人的无效感程度相对较高。与二元变性者相比,非二元变性者的无效体验明显更高。一系列多变量回归模型控制了社会人口学因素(出生时的性别分配、种族/民族、教育、年龄和收入)和少数群体压力的既定指标(感受到的污名化、形成的污名化),表明非二元性别认同与心理健康状况不佳(用全球严重程度指数评估)独立相关,而这种关联是由无效性中介的。这些研究结果表明,在现有研究中基本未对无效性进行研究的无效性值得更多关注,因为它是影响不同性别人群,尤其是非二元性别人群心理健康的一个特别突出的少数群体压力源。
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引用次数: 0
Stigma and the Couple: How Daily Stigma Experiences Influence Relationship Functioning and Alcohol Use in Female Cisgender Couples. 污名与夫妻:日常污名经历如何影响顺性别女性夫妻的关系功能和饮酒。
IF 3.6 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-09-01 Epub Date: 2023-01-12 DOI: 10.1037/sgd0000614
Alyssa L Norris, Talea Cornelius, Emily Panza, Robin J Lewis

Minority stress is the leading explanation for sexual minority women's (SMW) higher rates of, and heavier, alcohol use compared to heterosexual women. Little is known about how both partners' sexual minority stressors impact alcohol consumption in a dyadic context, and even less research has considered these effects at the day-level. This study utilizes dyadic daily diary data to test associations of each partner's sexual minority stress events with drinking outcomes (day-level alcohol use, heavy episodic drinking [HED], and estimated blood alcohol content [eBAC]) among women in same-gender relationships (N = 159 couples). Because high-quality relationships may buffer adverse effects of minority stress on alcohol use outcomes, effect modification was also considered. Results differed across alcohol use outcomes. One's own experience of sexual minority stress was associated with one's own greater odds of drinking that day, OR = 1.33, 95% CI 1.10, 1.61, p = .003, whereas one's partner's experience of sexual minority stress was associated with greater odds of same-day HED, OR = 1.60, 95% CI 1.24, 2.01, p < .001 (no significant effects emerged for eBAC). Relationship functioning was associated with lower eBAC only, B = -0.01, 95% CI -0.01, -0.00, p = .031. No significant effect modification emerged. This initial exploration of how both partners' exposure to sexual minority stressors impact SMW's alcohol use demonstrates nuanced effects across different alcohol outcomes, and is among the first to demonstrate some degree of sexual minority stress contagion on HED.

与异性恋女性相比,少数族裔压力是性少数女性(SMW)饮酒比例更高、更严重的主要原因。在二元环境下,双方的性少数派压力源是如何影响酒精消费的,我们所知甚少,考虑到这些影响的研究甚至更少。本研究利用双元每日日记数据来测试同性关系女性(N = 159对)中每一方的性少数派压力事件与饮酒结果(日饮酒水平、重度发作性饮酒[HED]和估计血液酒精含量[eBAC])的关联。由于高质量的关系可以缓冲少数族裔压力对酒精使用结果的不利影响,因此也考虑了效应修正。结果因酒精使用结果而异。一个人自己的性少数派压力经历与他自己当天饮酒的几率较大相关,OR = 1.33, 95% CI 1.10, 1.61, p = 0.003,而他的伴侣的性少数派压力经历与当天发生HED的几率较大相关,OR = 1.60, 95% CI 1.24, 2.01, p < 0.001 (eBAC没有显著影响)。关系功能仅与低eBAC相关,B = -0.01, 95% CI = -0.01, -0.00, p = 0.031。没有出现明显的效果改变。这一关于伴侣双方暴露于性少数派压力源如何影响SMW酒精使用的初步探索显示了不同酒精结果的细微影响,并且是第一个证明性少数派压力对HED有一定程度的传染的研究之一。
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引用次数: 0
Sexual Orientation and Adolescent Health Outcomes: A Latent Profile Approach. 性取向和青少年健康结果:一个潜在的侧面分析方法。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-09-01 Epub Date: 2022-11-28 DOI: 10.1037/sgd0000615
Alejandra Fernandez, Lucas G Ochoa, Alyssa Lozano, Tae Kyoung Lee, Yannine Estrada, Maria Tapia, Samuel D Lopez Crespo, Guillermo Prado

Purpose: Sexual orientation is multidimensional, yet existing studies often only assess one dimension. This study examines multiple dimensions of sexual orientation in a sample of Hispanic adolescents using a latent profile analysis. The study also examines differences in levels of adolescent family functioning (i.e., parent-adolescent communication, parental involvement, family communication) and depressive symptoms by latent profile or subgroup.

Methods: The study sample consisted of 456 Hispanic adolescents (M = 13.90 years; SD = 1.37). Adolescents self-reported their sexual orientation by responding to the Klein Sexual Orientation Grid (KSOG), family functioning (parent-adolescent communication, parental involvement, family communication), and depressive symptoms (Center for Epidemiologic Studies Depression (CESD) Scale). Latent profile analysis was used to identify heterogeneous groups of adolescents based on their response to the KSOG. A Welch test was used to examine mean levels of depressive symptoms and family functioning across profile membership.

Results: We found that a three-class solution (heterosexual: 90%, mostly bisexual: 6.05%, mostly LGBQ: 3.95%) fit the data best. Results from the Welch test indicated significant differences for parent-adolescent communication and depressive symptoms across latent profiles.

Conclusion: Existing research indicates that sexual minorities are at a disproportionate risk for adverse health outcomes. These findings corroborate best practice recommendations encouraging researchers to assess multiple dimensions of sexual orientation.

目的:性取向是多维的,但现有的研究往往只评估一个维度。本研究采用潜特征分析法,对西班牙裔青少年样本的性取向的多个维度进行了研究。该研究还根据潜特征或亚组研究了青少年家庭功能水平(即父母与青少年沟通、父母参与、家庭沟通)和抑郁症状的差异:研究样本包括 456 名西班牙裔青少年(男 = 13.90 岁;女 = 1.37)。青少年通过回答克莱因性取向网格(KSOG)、家庭功能(父母与青少年沟通、父母参与、家庭沟通)和抑郁症状(流行病学研究中心抑郁量表(CESD))来自我报告性取向。根据青少年对 KSOG 的反应,采用潜在特征分析来确定不同的青少年群体。我们使用韦尔奇检验来检测不同档案成员抑郁症状和家庭功能的平均水平:我们发现,三类解决方案(异性恋:90%;大部分为双性恋:6.05%;大部分为 LGBQ:3.95%)最符合数据。韦尔奇检验的结果表明,在父母与青少年的沟通和抑郁症状方面,不同潜特征之间存在显著差异:现有研究表明,性取向少数群体面临着过高的不良健康后果风险。这些研究结果证实了鼓励研究人员对性取向的多个方面进行评估的最佳实践建议。
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引用次数: 0
An Automated Algorithm for Classifying Expansive Responses for Gender Identity. 性别认同膨胀反应的自动分类算法。
IF 3.9 2区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-08-22 DOI: 10.1037/sgd0000762
Alexis Ceja, Sawye Raygani, Bradley T Conner, Nadra E Lisha, Kinsey B Bryant-Lees, Micah E Lubensky, Mitchell R Lunn, Juno Obedin-Maliver, Annesa Flentje

Current two-step measures of gender identity do not prescribe methods for using expanded responses (e.g., multiple selections) among sexual and gender minority (SGM) people, though they want the opportunity to provide these responses. To increase statistical power using expanded gender identity responses, we created an automated algorithm to generate analyzable categories. Participants' expanded gender identity responses and sex assigned at birth were used to create five categories (i.e., cisgender men, cisgender women, gender expansive individuals, transgender men, and transgender women) from a cohort of SGM people (N = 6,312, 53% cisgender individuals). Data was collected from June 2020 to June 2021. Chi-square tests were performed to assess the association between the algorithm-generated and participant-selected gender categories, and to identify demographic differences between participants in the algorithm-generated categories. Forty-six percent of our sample may have been classified into an "other" category without an algorithm due to writing their own response (5.7%), selecting "another gender identity" (5.7%), or selecting multiple (42.6%) or less commonly described (10.2%) gender identities. There was a relationship between the categories formed by our algorithm and participants' single category selection (χ2 [20] = 19,000, p < .001). Concordance rates were high (97-99%) among all groups except for participants classified as gender expansive (74.3%). Without an algorithm to incorporate expanded gender identity responses, almost half of the sample may have been classified into an "other" category or dropped from analyses. Our algorithm successfully classified participants into analyzable categories from expanded gender responses.

目前的性别认同两步测量方法并没有规定在性少数和性别少数(SGM)人群中使用扩展反应(例如,多重选择)的方法,尽管他们希望有机会提供这些反应。为了使用扩展的性别认同回应来提高统计能力,我们创建了一个自动算法来生成可分析的类别。通过参与者的扩展性别认同反应和出生时的性别分配,从一组SGM人群(N = 6312, 53%的顺性别个体)中创建了五个类别(即顺性别男性、顺性别女性、性别扩张个体、跨性别男性和跨性别女性)。数据收集时间为2020年6月至2021年6月。采用卡方检验来评估算法生成的性别类别与参与者选择的性别类别之间的关联,并确定算法生成的类别中参与者之间的人口统计学差异。我们的样本中有46%的人可能在没有算法的情况下被归类为“其他”类别,因为他们自己写了回应(5.7%),选择了“另一种性别认同”(5.7%),或者选择了多个(42.6%)或不太常见的性别认同(10.2%)。我们的算法形成的类别与参与者的单一类别选择之间存在关系(χ2 [20] = 19,000, p < .001)。除性别扩张组(74.3%)外,所有组的一致性率都很高(97-99%)。如果没有一种算法来纳入扩大的性别认同反应,几乎一半的样本可能会被归类为“其他”类别或从分析中删除。我们的算法成功地将参与者从扩展的性别反应中分类为可分析的类别。
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Psychology of Sexual Orientation and Gender Diversity
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