Evidence map›Paper›PMID 34511657›Full record

ArticleEastern economic journal2021

Education in Mathematics and the Spread of COVID-19.

Joshua Ping Ang, Tim Murray

Abstract read
In one paragraph

Article in Eastern economic journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Mobility patterns and COVID growth: Moderating role of country culture.International journal of intercultural relations : IJIR · 2022
    Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Joshua Ping AngDepartment of Business, Rogers State University, 1701 W. Will Rogers Blvd., Claremore, OK 72018 USA.
Tim MurrayDepartment of Economics and Business, Virginia Military Institute, 345 Scott Shipp Hall, Lexington, VA 24450 USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We investigate the effect of standardized mathematics scores for young adults on the number of COVID-19 cases in the USA. We find that a one-grade-level increase in test scores led to a decrease in COVID-19 cases 30, 60, and 90 days after the first case in each county. Our findings suggest that if states and localities implement policies that increase the level of education and comprehension of mathematics at the K-12 level, that people may be better prepared to find and interpret information in a future public health crisis.

Indexed as

COVID-19EducationMathematics

Identifiers

PMID34511657
PMCPMC8415200

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.