Evidence map›Paper›PMID 41741502›Full record

ArticleNPJ science of learning2026

Reading ability conflates SES creativity gaps.

Guilherme Lichand, Lêticia Lopes, Sachin Allums

Abstract read
In one paragraph

Article in NPJ science of learning, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Guilherme LichandStanford Graduate School of Education, Stanford, CA, USA. glichand@stanford.edu.
Lêticia LopesSão Paulo School of Economics (FGV-EESP), São Paulo, Brazil.
Sachin AllumsStanford University, Stanford, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Who is more creative: high- or low-socioeconomic status (SES) individuals? This question is the focus of intense debates within both the scientific community and society at large, since creativity has been linked to innovation, productivity, and wealth generation. This question is, however, hard to answer; in particular, because creativity is typically assessed through standardized tests that build on reading and writing proficiency, which might conflate the relationship between SES and creativity. To overcome this challenge, we combine high-quality data on reading ability and experimental variation in reading requirements embedded in creativity assessments in a series of studies with 6-12th graders in Brazilian schools. We first document that established creativity measures exhibit sizable SES gaps, but that these gaps become much smaller and no longer significant once we parse out students' reading ability (Study 1). Next, in two randomized control trials, we have students complete divergent thinking tasks while experimentally varying reading requirements: in the control group, students had to read question prompts, just like in standard assessments (e.g., PISA); in the treatment group, enumerators read the prompts on their behalf. In both conditions, enumerators wrote down students' answers. We find that high-SES students outperform low-SES ones only when they read the prompt, but not when performance does not depend on reading ability (Studies 2 and 3).

Identifiers

PMID41741502
PMCPMC13057148

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.