Dot Enumeration Performance in Low SES Children

Over the past 50 years, the socioeconomic status (SES) achievement gap in math has widened as academia and practice have failed to deeply understand the underlying mechanisms and take adequate action to inhibit the growth of this inequality. This paper builds on existing literature that has shown disadvantages in cognitive abilities related to math for low SES children. Specifically, I ask whether low SES children demonstrate groupitizing (dis)advantages in dot enumeration - one such cognitive ability linked to math abilities. I use data from over 500 low SES children followed for two years from grade 5 to 6. By employing mixed effects modeling, I find only little evidence of groupitizing advantage for these low SES children, in line with prior research. Notably, I demonstrate early evidence that the groupitizing advantage in accuracy and latency for specific set sizes for low SES children is primarily driven by their ability to enumerate subgroups of same sizes (e.g. 3+3+3) faster, yet not grouped dots with different subgroups (e.g. 4+3+2). These findings provide crucial insights into groupitizing abilities of low SES children to further our understanding of the SES achievement gap in math.

Publication Details

Journal
Stanford Digital Repository
Published
2025-05-21
DOI
https://doi.org/10.25740/jy968nh0542
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
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article

Dot Enumeration Performance in Low SES Children

Stanford Digital Repository
Cognitive and developmental aspects of mathematical skills
article

Dot Enumeration Performance in Low SES Children

article en

Abstract

Over the past 50 years, the socioeconomic status (SES) achievement gap in math has widened as academia and practice have failed to deeply understand the underlying mechanisms and take adequate action to inhibit the growth of this inequality. This paper builds on existing literature that has shown disadvantages in cognitive abilities related to math for low SES children. Specifically, I ask whether low SES children demonstrate groupitizing (dis)advantages in dot enumeration - one such cognitive ability linked to math abilities. I use data from over 500 low SES children followed for two years from grade 5 to 6. By employing mixed effects modeling, I find only little evidence of groupitizing advantage for these low SES children, in line with prior research. Notably, I demonstrate early evidence that the groupitizing advantage in accuracy and latency for specific set sizes for low SES children is primarily driven by their ability to enumerate subgroups of same sizes (e.g. 3+3+3) faster, yet not grouped dots with different subgroups (e.g. 4+3+2). These findings provide crucial insights into groupitizing abilities of low SES children to further our understanding of the SES achievement gap in math.

Stanford Digital Repository
Quality Education
Openalex Percentile: Top 61%
Cognitive and developmental aspects of mathematical skills
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Dot Enumeration Performance in Low SES Children · Stanford Digital Repository (2025) | TGRS Research Map | TGRS