A rapidly growing number of algorithms are available to researchers who apply statistical or machine learning methods to answer social science research questions. The unique advantages and limitations of each algorithm are relatively well known, but it is not possible to know in advance which algorithm is best suited for the particular research…

Bicycling is a popular recreation activity and mode of transportation among the American workforce. While safety standards are key factors in reducing risk for a cycling fatality, contextual factors also play a role. State-level data for this study were retrieved from the U.S. Census Bureau, the League of American Bicyclists, and the National…

This study measures the extent to which student outmigration outside the 4-year sector takes place and posits that the benefits from attracting non-resident students exist regardless of sector of enrollment. The study also provides empirical evidence about the relevance of employing geographical network analysis (GNA) and spatial econometrics in…

The purpose of this quantitative correlational study was to investigate the relationship of students' sense of belonging and first-year college student retention. In particular, the researcher analyzed the relationship of students' sense of belonging, the predictor variable and first-year college student retention, the outcome variable. The…

Using school level data we examine which factors influence charter school location decisions. We augment previous research by employing a panel dataset, recently developed geographic techniques to measure distances and define areas, and employing a hurdle model to deal with the excess zero problem. The main results of our research indicate that,…

Health coverage of early intensive behavioral intervention (EIBI) for children with autism spectrum disorder (ASD) is rapidly expanding across the United States. Yet we know little about the time-lag between diagnosis and treatment onset. We integrated administrative, Medicaid claims, and Census data for children in an EIBI Medicaid waiver (n =…

This preliminary study examined the effect that five major sources of public science education--schools, science centers, broadcast media, print media, and the Internet--had on adults' science interest "values" and "cognitive predispositions." Over 3,000 adults were sampled in three U.S. metropolitan areas: Los Angeles,…

We analyze the geographical distribution of, and access to, charter schools in the state of Ohio. Using poverty and race data from the U.S. Census, as well as publicly available student achievement scores, we analyze the locational preferences of charter schools. We use Geographic Information System (GIS) to visual display charter school locations…

This paper studies the effects of live-in foreign domestic workers (FDWs) on school children's educational outcomes using samples from two population censuses and a survey data set. The evidence consistently points to Filipino FDWs improving the educational outcomes of school children by decreasing their probability of late schooling or increasing…

Neighborhood and parenting influences on early behavioral outcomes are strongly dependent upon a child's stage of development. However, little research has jointly considered the longitudinal associations of neighborhood and parenting processes with behavior problems in early childhood. To address this limitation, this study explores the…

Completing Advanced Placement (AP) coursework is an important part of the selective college admissions process, and access to AP coursework can be viewed as a measure of equal opportunity. Relatively little research has fully examined how access to AP coursework is mediated by school characteristics. Rural schools are at a particular disadvantage…

This study uses logistic and multinomial logistic regression models to analyze neighborhood factors affecting EMO (Education Management Organization)-operated schools' locational attributes (using census tracts) in 41 states for the 2014-2015 school year. Our research combines market-based school reform, institutional theory, and resource…

Cost-benefit correlations have been subject to "selective sampling" in the media. Usually extremes of data from a very few high-funding and low-funding states are cited in the media to construct the case that there is no relationship between economic inputs and academic outputs. This study, using average per-pupil expenditures and ACT…

This policy brief advances the growing literature on how student loan debt affects individuals' other economic decisions. Specifically, it examines the impact of student loan liabilities on individuals' homeownership status and wealth accumulation. The analysis employs a rich set of financial and demographic control variables that are not…

The use of standardized test results to drive school administrator evaluations pervades education policymaking in more than 40 states. However, the results of state standardized tests are strongly influenced by non-school factors. The models of best fit (n = 18) from this correlational, explanatory, longitudinal study predicted accurately the…