Updating Literacy Estimates in the Oklahoma City Metro

Authors

  • Olivia Campos University of Central Oklahoma
  • Alkin Huggins University of Central Oklahoma
  • Nelly Sime University of Central Oklahoma
  • Tracy Morris University of Central Oklahoma

Keywords:

Literacy, Oklahoma

Abstract

Project SCHOLAR (Statistical Consulting Help for Organizational Leaders and Academic Researchers) is an undergraduate student statistical consulting service at the University of Central Oklahoma. SCHOLAR students work under the supervision of faculty mentors from the Department of Mathematics and Statistics on various projects submitted from researchers on campus as well as off campus. This year, a SCHOLAR group was asked by the Oklahoma City Metro Literacy Coalition to update estimates of literacy levels in the Oklahoma City (OKC) Metropolitan Area and find factors related to below basic literacy proficiency. The group started by organizing and cleaning the data. Explanatory variables were collected from the 2010 US Census, and were used to develop a model for predicting the 2003 State Assessment of Adult Literacy estimates. The group performed a univariate analysis for each explanatory variable, using the p-value, residual plots, and QQ-plots to determine which variables were significantly related to literacy. The group performed multiple regression with stepwise selection, using all of the explanatory variables resulting from the univariate analysis after eliminating variables due to collinearity. The group intends to use the model along with the 2015 American Community Survey data to compute updated literacy estimates for every zip code in the OKC metro. The software used to perform this research is SAS and R.

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Author Biographies

Olivia Campos, University of Central Oklahoma

Student

Alkin Huggins, University of Central Oklahoma

Student

Nelly Sime, University of Central Oklahoma

Student

Tracy Morris, University of Central Oklahoma

Professor, Department of Mathematics and Statistics Vice Chair

Published

2018-05-09

How to Cite

Campos, O., Huggins, A., Sime, N., & Morris, T. (2018). Updating Literacy Estimates in the Oklahoma City Metro. Journal of Student Research. Retrieved from https://www.jofsr.org/index.php/path/article/view/468