Related Experiment Video
Updated: Dec 13, 2025

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
The shape of educational inequality
Christopher L Quarles1, Ceren Budak1, Paul Resnick1
1School of Information, University of Michigan, Ann Arbor, MI 48109, USA.
Abstract:
Hundreds of thousands of students drop out of school each year in the United States, despite billions of dollars of funding and myriad educational reforms. Existing research tends to look at the effect of easily measurable student characteristics. However, a vast number of harder-to-measure student traits, skills, and resources affect educational success. We present a conceptual framework for the cumulative effect of all factors, which we call student capital. We develop a method for estimating student capital in groups of students and find that student capital is distributed exponentially in each of 140 cohorts of community college students. Students' ability to be successful does not behave like standard tests of intelligence. Instead, it acts like a limited resource, distributed unequally. The results suggest that rather than removing barriers related to easily measured characteristics, interventions should be focused on building up the skills and resources needed to be successful in school.
Related Concept Videos
Graphical Representation of Inequalities
Inequalities
Solving Inequalities Graphically
Skewness
The longer the tail of the plot on one side, the more skewed it is. The skewness of a data set’s values suggests that the measures of central tendency...
Application of Nonlinear Inequalities
Introduction to Nonlinear Inequalities

