Cutting-edge data science techniques can shed new light on fundamental questions in educational research. We apply techniques from natural language processing (lexicons, word embeddings, topic models) to 15 U.S. history textbooks widely used in Texas between 2015 and 2017, studying their depiction of historically marginalized groups. We find that…

Theory suggests that teachers' implicit racial attitudes affect their students, but large-scale evidence on U.S. teachers' implicit biases and their correlates is lacking. Using nationwide data from Project Implicit, we found that teachers' implicit White/Black biases (as measured by the implicit association test) vary by teacher gender and race.…

Researchers and journalists have documented the challenges confronting the nation's rural communities--dwindling populations, few employment opportunities, the opioid crisis, and a lack of public investment. However, there are many rural communities that are surmounting these obstacles and helping their young people build a brighter future. The…

This study examines the density of lottery outlets within ethnically concentrated neighborhoods in Middlesex County, New Jersey, using geospatial statistical analyses. No prior studies have empirically examined the relationship between lottery outlet density and population demographics. Results indicate that lottery outlets were not randomly…

We analyze the relationship between Hispanic population growth and changes in U.S. rural income inequality from 1990 through 2000. Applying comparative approaches used for urban areas we disentangle Hispanic population growth's contribution to inequality by comparing and statistically modeling changes in the family income Gini coefficient across…

A number of factors seem to contribute to low student achievement in the organization of education. Some of these factors exist prior to children reaching school age. It seems as though a vast quantity of minority students struggle academically. Research supports the belief that socioeconomic status, ethnicity, and single-parent families have an…

The authors of this brief examine child poverty rates using decennial census data from 1980, 1990, and 2000, as well as American Community Survey five-year estimates between 2005 and 2009, to identify those counties where child poverty has persisted. They find persistent child poverty in nearly twice as many U.S. counties as those that report high…

This paper documents changing patterns of concentrated poverty in nonmetro areas. Data from the Decennial U.S. Census Summary Files show that poverty rates--both overall and for children--declined more rapidly in nonmetro than metro counties in the 1990s. The 1990s also brought large reductions in the number of high-poverty nonmetro counties and…

Year after year, the goal of educators, parents, and concerned citizens throughout Alabama is to provide this state's children with the highest level of quality education possible. The future of Alabama's businesses, industries, commerce, labor force, arts, humanities, and countless other areas are determined by the education that is provided to…