Evidence map›Paper›PMID 40152756›Full record

ArticleDemography2025

Does Schooling Improve Cognitive Abilities at Older Ages? Causal Evidence From Nonparametric Bounds.

Vikesh Amin, Jere R Behrman, Jason M Fletcher, Carlos A Flores, Alfonso Flores-Lagunes, Hans-Peter Kohler

Abstract read
In one paragraph

Article in Demography, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

6 authors.

Vikesh AminDepartment of Economics, Central Michigan University, Mount Pleasant, MI, USA.ORCID 0000-0001-5403-3930
Jere R BehrmanDepartments of Economics and Sociology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0001-7835-6283
Jason M FletcherDepartment of Sociology and La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0000-0001-8843-0563
Carlos A FloresDepartment of Economics, California Polytechnic State University, San Luis Obispo, CA, USA.ORCID 0009-0002-9065-6400
Alfonso Flores-LagunesW.E. Upjohn Institute for Employment Research, Kalamazoo, MI, USA.ORCID 0000-0001-7996-7617
Hans-Peter KohlerDepartment of Sociology, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0003-0639-4349

Funding

STATISTICAL DATA ENCLAVE COREP30AG012836 · NIA · UNIVERSITY OF PENNSYLVANIA · PI COE, NORMA B · 1999 to 2024
$14.0M
NIA NIH HHS P30 AG012836
6 · The paper itself

Abstract

We revisit much-investigated relationships between schooling and health, focusing on schooling impacts on cognitive abilities at older ages using the Harmonized Cognition Assessment Protocol in the Health and Retirement Study (HRS) and a bounding approach that requires relatively weak assumptions. Our estimated upper bounds on the population average effects indicate potentially large causal effects of increasing schooling from primary to secondary. Yet, these upper bounds are smaller than many estimates from studies of causal schooling impacts on cognition using compulsory schooling laws. We also cannot rule out small and null effects at this margin. However, we find evidence for positive causal effects on cognition of increasing schooling from secondary to tertiary. We replicate findings from the HRS using data on older adults from the Midlife in United States Development Study Cognitive Project. We further explore possible mechanisms behind the schooling effect (e.g., health, socioeconomic status, occupation, and spousal schooling), finding suggestive evidence of effects through such mechanisms.

Indexed as

CognitionEducational StatusAgedAged, 80 and overFemaleHealth StatusHumansMaleMiddle AgedSocioeconomic FactorsUnited StatesAgingBoundsCognitionPartial identificationSchooling

Identifiers

PMID40152756
PMCPMC12702574

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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.