We consider the statistical inference for noisy incomplete binary (or 1-bit) matrix. Despite the importance of uncertainty quantification to matrix completion, most of the categorical matrix completion literature focuses on point estimation and prediction. This paper moves one step further toward the statistical inference for binary matrix…

The Articles of Confederation were adopted by the Second Continental Congress in 1777 and went into effect in 1781. They were soon found inadequate for smooth governmental operations, particularly as they related to the functioning of the federal government. As a result, a Constitutional Convention met in Philadelphia from May 25 to September 17,…

In education, low-income and racially minoritized students in urban districts are often constructed as 'dependent' -- weak in their social positions but deserving of educational opportunity. This social construction of 'urban' students has been central to school choice politics and policymaking in the United States. In this study, I interrogate…

Troubled by the inequities in competitive grantmaking, we use critical quantitative methods to analyze the FY2023 federal academic earmarks as a potential mechanism for racialized change work. Specifically, we ask: To what extent does Congress distribute academic earmarks in ways that reinforce or weaken the racialized stratification of resources…

This document records testimony from a hearing before the Committee on Education and Labor that was held to examine ways to improve accountability and prevent fraud in for-profit college conversions. Member statements were provided by: (1) Honorable Robert C. Scott, Chairman, Committee on Education and Labor; and (2) Honorable Virginia Foxx,…

This study uses critical discourse analysis to explain how legislators determine the role and contributions of academic researchers in Congressional legislative hearings. The discursive practices that legislators use serve to construct the social identity of academic witnesses, characterize witnesses' qualifications, solicit information from…

Civic skills need to be practiced to keep the democracy strong, and civic training materials should be exciting and linked to real-world activities. Today, teaching government and social studies can be, must be, about students' real lives. A unit of study on "Tracking Congress" would offer an opportunity to connect civics and government…

The nineteenth-century debate about the role of the US Bureau of Education was marked by negotiations between the civic republican language of antebellum common school advocacy and a social scientific language of educational professionalism. To advance this argument, this essay traces how members of Congress defined, criticized, and delimited the…

The purpose of this study is to investigate policy coalitions of the Every Student Succeeds Act (ESSA) at U.S. congressional hearings. This study is grounded in the advocacy coalition framework, which argues that advocacy coalitions are forged by policy actors who have similar policy preferences. To identify the coalitions, according to the policy…

As Congress considers the reauthorization of the Higher Education Act (HEA), there is bipartisan interest in finding ways to address concerns about student debt and the quality of higher education. One possibility for bipartisan cooperation might be an attempt to provide more accountability in the higher education sector, including additional data…