Evidence map›Paper›PMID 38984387›Full record

ArticleThe Milbank quarterly2024

State-Level Education Quality and Trajectories of Cognitive Function by Race and Educational Attainment.

Katrina M Walsemann, Heide Jackson, Emily Abbruzzi, Jennifer A Ailshire

Abstract read
In one paragraph

Article in The Milbank quarterly, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. How Childhood State Education Quality Shapes the Risk of Cognitive Impairment in Mid-to-Later Life.Alzheimer's & dementia. Behavior & socioeconomics of aging · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. APOE genotype and cognitive decline: educational context as a moderator of genetic risk.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
  8. Article
  9. Article
  10. Pathways to Racial/Ethnic Inequalities in Dementia.Annual review of clinical psychology · 2025
    Review
  11. Article
  12. Observational
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

4 authors.

Katrina M WalsemannSchool of Public Policy, University of Maryland.ORCID 0000-0002-1358-6878
Heide JacksonMaryland Population Research Center, University of Maryland.
Emily AbbruzziSchool of Public Policy, University of Maryland.
Jennifer A AilshireLeonard Davis School of Gerontology, University of Southern California.

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
USC/UCLA Center on Biodemography &Population HealthP30AG017265 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI JENNIFER A AILSHIRE · 1999 to 2026
$17.9M
USC Resource Center for Minority Aging Research (US-RCMAR)P30AG043073 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI EMMA AGUILA, JENNIFER A AILSHIRE · 2012 to 2026
$10.1M
EXPANDING MHAS RESEARCH INFRASTRUCTURE WITH HISTORICAL CLIMATE AND LIFETIME WORKPLACE ENVIRONMENTAL EXPOSURES INFLUENCING INEQUITIES IN AD/ADRDP30AG066589 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI DANA P GOLDMAN, JULIE M ZISSIMOPOULOS · 2020 to 2026
$6.1M
Sci-Tech Core-Maryland Population Research CenterP2CHD041041 · NICHD · UNIV OF MARYLAND, COLLEGE PARK · PI Susan W Parker · 2018 to 2026
$3.9M
State and Local Educational Contexts of Older U.S. Adults and Their Association with Cognitive Impairment and DementiaR01AG067536 · NIA · UNIV OF MARYLAND, COLLEGE PARK · PI WALSEMANN, KATRINA · 2020 to 2024
$2.0M
The role of early educational contexts in differential genetic susceptibility to cognitive impairment and dementiaK02AG075237 · NIA · UNIV OF MARYLAND, COLLEGE PARK · PI Katrina Walsemann · 2022 to 2026
$724k
Alzheimer's Association AARG-NTF-20-684252Eunice Kennedy Shriver National Institute of Child Health and Human Development P2CHD041041NIA NIH HHS K02 AG075237NIA NIH HHS K02AG075237NIA NIH HHS P30 AG017265NIA NIH HHS P30 AG043073NIA NIH HHS P30AG043073NIA NIH HHS P30 AG066589NIA NIH HHS P30AG066589NIA NIH HHS R01 AG067536NIA NIH HHS R01AG067536NIA NIH HHS U01 AG009740NICHD NIH HHS P2C HD041041
6 · The paper itself

Abstract

Policy Points Education-cognition research overlooks the role of education quality in shaping cognitive function at midlife and older ages, even though quality may be more responsive to federal and state investment in public schooling than attainment. For older US adults who attended school during the early to mid-20th century, the quality of US education improved considerably as federal and state investment increased. Ensuring access to high-quality primary and secondary education may protect against poor cognitive function at midlife and older ages, particularly among Black Americans and persons who complete less education. It may also play an important role in reducing health inequities. CONTEXT: Although educational attainment is consistently associated with better cognitive function among older adults, we know little about how education quality is related to cognitive function. This is a key gap in the literature given that the quality of US education improved considerably during the early to mid-20th century as state and federal investment increased. We posit that growing up in states with higher-quality education systems may protect against poor cognitive function, particularly among Black adults and adults who completed fewer years of school.

methodsWe used prospective data on cognitive function from the Health and Retirement Study linked to historical data on state investment in public schools, restricting our sample to non-Hispanic White and Black adults born between 1914 and 1959 (19,096 White adults and 4,625 Black adults). Using race-stratified linear mixed models, we considered if state-level education quality was associated with level and decline in cognitive function and if these patterns differed by years of schooling and race.

findingsResiding in states with higher-resourced education systems during childhood was associated with better cognitive function, particularly among those who completed less than 12 years of schooling, regardless of race. For White adults, higher-resourced state education systems were associated with higher scores of total cognitive function and episodic memory, but there were diminishing returns as resources increased to very high levels. For Black adults, the relationship between state education resources and cognitive function varied by age with positive associations in midlife and generally null or negative associations at the oldest ages.

conclusionsFederal and state investment in public schools may provide students with opportunities to develop important cognitive resources during schooling that translate into better cognitive function in later life, especially among marginalized populations.

Indexed as

CognitionEducational StatusAgedBlack or African AmericanFemaleHumansMaleMiddle AgedProspective StudiesUnited StatesWhitecognitive declinedementiaschool quality

Identifiers

PMID38984387
PMCPMC11576583

What OpenQuestion holds

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Registered trials

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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.