Education Commons^™

Using Data Analytics To Predict Students Score, Nang Laik Ma, Gim Hong Chua

Research Collection School Of Computing and Information Systems

Education is very important to Singapore, and the government has continued to invest heavily in our education system to become one of the world-class systems today. A strong foundation of Science, Technology, Engineering, and Mathematics (STEM) was what underpinned Singapore's development over the past 50 years. PISA is a triennial international survey that evaluates education systems worldwide by testing the skills and knowledge of 15-year-old students who are nearing the end of compulsory education. In this paper, the authors used the PISA data from 2012 and 2015 and developed machine learning techniques to predictive the students' scores and understand the …

The Economics Of Artificial Intelligence: A Primer For Social Studies Educators, Scott Wolla

The Councilor: A National Journal of the Social Studies

This paper provides a framework for understanding the economic effects of automation and artificial intelligence (AI). First, it reviews how physical capital interacts with labor in the context of automation and AI. Next, it discusses recent advances in AI and potential economic outcomes such as job market polarization and income inequality. It then describes the role education has played in previous economic transitions and the role it will likely play as technology advances. Finally, the paper identifies key economic concepts and teaching resources that social studies educators can integrate into their instruction to help students understand the economic effects of …

Economics Of Higher Education Productivity, Uchenna K. Oparah

Dissertations, Theses, and Capstone Projects

How does spending affect academic outcomes in higher education institutions? Postsecondary schools incur costs to provide services to its student body. In this study, I introduce multiple outcome variables, a two-stage production function, and current-year expenditures on core services to evaluate how school spending affects academic outcomes.

The empirical analysis includes 28 group sample parameter estimates from four outcome variables, the pooled sample, and group samples for each of six sectors. The fixed effects/instrumental variable (FE-IV) instructional expenditure parameter estimates were positive for 20 of the 28 group samples. The sign and size of the estimated academic output effects varied …

Incentivized Learning And Libraries: A Comparative Study Of Summer Reading Programs In Connecticut, Andrew Morrison

Honors Scholar Theses

With digital forms of entertainment and media more inescapable than ever, it has become increasingly difficult to encourage children and teens to read. Simultaneously, despite an overwhelming amount of literature demonstrating the educational benefits of reading, especially as a necessity in the summer between academic years, library budgets are shrinking as federal funding nears its end. How do libraries promote summer reading amidst declining interest and decreased funding? Using data from public libraries across Connecticut, this paper investigates how libraries are adapting their children's summer reading programs to a changing landscape, how programs are designed to incentivize reading without eliminating …

Integrative And Contextual Learning In College Algebra: An Interdisciplinary Collaboration With Economics, Choon Shan Lai, Glenn Henshaw, Tao Chen, Soloman Kone

Publications and Research

Many students consider mathematics too abstract and useless for their academic and career goals. Meanwhile, instructors in quantitative disciplines such as economics find many students mathematically underprepared for their courses. The disconnect between students’ perceptions of the utility of mathematics and their life and career may have contributed to some of the under-performance in learning mathematics. Addressing this problem requires collaboration across disciplines to develop an understanding of each other’s needs, more specifically to develop an integrative platform that allows students to apply mathematical skills in interdisciplinary contexts (Ganter & Barker, 2004). We collaboratively designed and implemented an integrative platform …

Integrative And Contextual Learning In College Algebra -An Interdisciplinary Collaboration With Economics, Choon Shan Lai, Glenn Henshaw, Tao Chen, Soloman Kone

Journal of Mathematics and Science: Collaborative Explorations

Many students consider mathematics too abstract and useless for their academic and career goals. Meanwhile, instructors in quantitative disciplines such as economics find many students mathematically underprepared for their courses. The disconnect between students’ perceptions of the utility of mathematics and their life and career may have contributed to some of the under-performance in learning mathematics. Addressing this problem requires collaboration across disciplines to develop an understanding of each other’s needs, more specifically to develop an integrative platform that allows students to apply mathematical skills in interdisciplinary contexts (Ganter & Barker, 2004). We collaboratively designed and implemented an integrative platform …