Probabilistic machine learning increasingly informs critical decisions in medicine, economics, politics, and beyond. To aid the development of trust in these decisions, we develop a taxonomy delineating where trust in an analysis can break down: (1) in the translation of real-world goals to goals on a particular set of training data, (2) in the…

This study explores social studies teachers' self-reported instruction about teaching the 2020 election in U.S. secondary schools. We analyzed survey responses from 1,723 secondary social studies teachers from 12 states (3 left-leaning, 3 right-leaning, 6 battleground) collected in the weeks after the election, examining self-reported pedagogies,…

This article explores my teaching experiences that informed my distinction between religious literacy and critical religious literacy, ultimately leading to the creation of the Challenge Islamophobia Project. I highlight the impacts of post-9/11 criminalization and dehumanization of Muslims, which have significantly shaped public perceptions of…

This instrumental case study of Generation Z preservice teachers enrolled in elementary teaching methods courses in social studies and literacy explores the impact of polarization on their political engagement and teaching. Using the 2020 presidential election as a teachable moment, participants developed and taught literacy-infused civics units…

Social work pedagogy recognizes the educational value of experiential learning for the professional development of social workers, with a particularly rich experiential learning literature related to clinical work and field education. This study evaluates an experiential learning activity for large undergraduate courses in another area: social…

Latinx millennials are the least likely group to vote in U.S. presidential elections. However, college-educated Latinx millennials defy the trend. Does a diverse campus environment help explain Latinx students' voter turnout? In this article, we draw upon Hurtado, Alvarez, Guillermo-Wann, Cuellar, and Arellano's (2012) model of diverse learning…

Contradictory evidence of the relationship between education funding and student achievement could reflect heterogeneous effects by revenue source or student characteristics. This study examines potential heterogeneous effects of a particular type of local revenue--bond funds for capital investments--on achievement by socioeconomic status.…

Women in the United States have outpaced men in both voter participation and educational attainment in recent decades. Since education is closely tied to political participation, we consider these trends in tandem and assess how much of the gender gap in voting is attributable to differences in educational attainment, differential returns to…

During both the United States 2016 Presidential Election and the 2018 Mid-term Congressional Election, voter registration and voter participation rates showed significant improvements over previous trends in voters ages 18-29. This study aimed to understand the various environmental factors, campus features, and educational interventions used by…

This study examined vertical segregation in Mongolian public universities, making the formation of the glass ceiling visible. Due to its socialist foundation, the Mongolian university sector has long been masculinized, wherein the two systems of socialism and democracy exist simultaneously, and this coexistence is "clumsy" rather than…

We study how colleges shape their students' voting habits by linking millions of SAT takers to their college-enrollment and voting histories. To begin, we show that the fraction of students from a particular college who vote varies systematically by the college's attributes (e.g. increasing with selectivity) but also that seemingly similar…

The primary concern of the present study is to provide a critical discourse analysis of Donald Trump's denial speeches of the 2020 United States presidential election's results. Using Van Dijk's framework of critical discourse analysis, this study investigates the linguistic features in five speeches of Donald Trump delivered after announcing the…

Wales' education system is part-way through an extensive journey of reform. This contextual paper explores the evolution of that journey, from the establishment of the Welsh Parliament in 1999 to late 2020, as Wales readies itself for the launch of a radical, new national curriculum. Drawing from a range of international literature and experience,…

Voter participation in elections is the cornerstone of U.S. democracy, yet there is a history of voter suppression and intimidation tactics that specifically target Black Americans which did not cease in the twenty-first century, it merely transformed. Teachers can help students get ahead of voter suppression efforts by making sure students…

Education is central to creating well-informed citizens capable of participating in social and political life. However, civic education in some liberal democratic societies has often focused on teaching students the mechanics and structure of party politics, overlooking many of the public virtues that help to sustain democratic life. In this…