Asian American adolescents' cross-race friendships are poorly understood, partially due to the model minority stereotype. Using data from 915 Asian American adolescents from the National Longitudinal Study for Adolescent to Adult Health, the present study examined the influence of cross-race friendships (based on peer nomination data) on Asian…

We address measurement error bias in propensity score (PS) analysis due to covariates that are latent variables. In the setting where latent covariate X is measured via multiple error-prone items W, PS analysis using several proxies for X--the W items themselves, a summary score (mean/sum of the items), or the conventional factor score (i.e.,…

Analysts of discrete data often face the challenge of managing the tendency of inflation on certain values. When treated improperly, such phenomenon may lead to biased estimates and incorrect inferences. This study extends the existing literature on single-value inflated models and develops a general framework to handle variables with more than…

We show that educational outcomes of sexual minorities are consistent with efforts to mediate future discrimination. Gay men and lesbians obtain more years of schooling than heterosexual men and women, between 0.6 and 1.2 years. This difference is robust to controlling for observable characteristics for men but not women. Gay men and lesbian women…

Sexual and gender minority (SGM) youth experience high rates of victimization leading to health disparities. Community size and community climate are associated with health outcomes among SGM youth; however, we lack studies that include them as covariates alongside victimization to understand their collective impact on health. This study utilized…

There is a large body of evidence revealing that minorities--in particular, Black citizens--are overrepresented in the criminal justice system. But the causes of these inequalities have been difficult to pin down. One line of work suggests the inequalities in arrest may be traced to inequalities in exposure to school discipline. Specifically, the…

Overweight youth are often socially marginalized and have fewer friends than their nonoverweight peers. Participation in organized activities may be one way to promote friendships for overweight youth. In this study, we used a large nationally representative sample to test whether two aspects of participation promoted friendships, namely the…

While scholars have studied racial bias in the application of out-of-school suspension and its influence on arrest and incarceration for decades, the mechanism that produces juvenile delinquency remains unclear. Guided by general strain theory, this study considers racial group differences in the evaluation of suspension as discriminatory, and how…

Using a nationally representative longitudinal data set, the current study examines the link between colorism and educational attainment of Asian American young adults. Three levels of educational attainment are used as outcomes: high school diploma, some college and a Bachelor's degree or higher. Independent variables include skin tone, ethnic…

Mental health disparities between sexual minority and other youth have been theorized to result in part from the effects of the stigmatization on social integration. Stochastic actor-based modeling was applied to complete network data from two high schools in the National Longitudinal Study of Adolescent Health (M[subscript age] = 15 years,…

African American female students' elevated suspension risk has received national attention. Despite a number of studies documenting racial/ethnic disparities in African American females' school suspension risk, few investigations have attempted to explain why these disparities occur. The purpose of this study was to examine the role of colorism in…

Objective: Colleges have increased postsecondary educational access for youth, including individuals with disabilities, but completion rates remain low. This study tests the hypothesis that health conditions that reduce social integration predict lower educational attainment among college students. Method: The sample from the nationally…

Although prediction of class membership from observed variables in latent class analysis is well understood, predicting an observed distal outcome from latent class membership is more complicated. A flexible model-based approach is proposed to empirically derive and summarize the class-dependent density functions of distal outcomes with…

The objectives of this study are to understand the association between high school religious context in adolescence and the reporting of same-sex attraction and sexual identity in young adulthood and how these associations vary by gender. Previous studies have considered how high school contexts shape the well-being of sexual minority youth, yet…

Sociological literature has not paid the same attention to the educational attainment of lesbian, gay, and bisexual (LGB) persons, despite their status as a socially marginalized group. Through the application of sociological methods and theories, my dissertation argues that sexual identity's effect on educational attainment is…