This study used a large sample of 21,765 students from 50 middle and high schools in the United States, from 16 states, including rural, suburban, and urban communities. The sample included students in grades 6–12, ages 11–21 (M = 13.81, SD = 1.90). The sample reported identifying as 46% male, 43% female, 3% non-binary, with 9% not answering the question. The racial and ethnic makeup of the sample was 53% White/Caucasian, 16% Hispanic/Latin, 7% Black or African American, 5% Asian or Asian American, 4% Biracial or Multiracial, and 2% Middle Eastern, with another 5% reporting another race, and 8% not answering the question.
Measures
School Climate. As part of several larger studies, students were asked to complete the School Climate Walkthrough (Hoffmann et al., 2022), a multidimensional, web-based application that measures students' perceptions of their school climate covering nine domains: physical safety, emotional safety, social safety, student relationships, adult relationships, student-adult relationships, teaching quality, respect for diversity, and school pride. Students completed the measure during a typical school day, on a day when they were physically in the building. Reliability estimates for each subscale were high (Cronbach’s alpha = .80-.85).
Demographic information. Students reported on their perceived SES, gender identity, sexual orientation, and race/ethnicity. Low SES was determined by an SES score of 4 out of 10 or lower. We note that sexual orientation and SES were removed from some schools’ survey packets at the request of schools. As a result, data is not available for some comparisons across sexual orientation.
Data Analysis Plan
We conducted regression analyses within MPlus software (Muthen & Muthen, 2019) with cluster robust-standard errors to correct for the nested nature of our data. Variables are dummy coded to allow for evaluations of unique effects of specific group membership (e.g., specific gender or racial identities). To assess the role of membership to multiple minoritized identities, individuals who reported membership in more than one minoritized group (low SES, non-binary gender, non-heteronormative sexual orientation, or racial minoritized groups) were assigned a one. Students belonging to only one, or none, were assigned a zero. Low SES group membership was determined by an SES score of 4 or below (scores can range from 1 to 10).
Data Availability
The data used in this study are part of a large, ongoing study and are therefore not available.