ArticleThe Milbank quarterly2024
State-Level Education Quality and Trajectories of Cognitive Function by Race and Educational Attainment.
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.
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.
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.
Who cites it
12 citing papers in PubMed.
- State educational contexts in childhood and systemic inflammation in later life: Evidence from the health and retirement study.Brain, behavior, & immunity - health · 2026Article
- The Educational Exposome: A life-course socioenvironmental framework for advancing Alzheimer's disease and ADRD research.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- How Childhood State Education Quality Shapes the Risk of Cognitive Impairment in Mid-to-Later Life.Alzheimer's & dementia. Behavior & socioeconomics of aging · 2026Article
- Childhood adversities and the exposome in dementia risk and brain health.Current opinion in psychiatry · 2026Review
- Resting state EEG mediates the association between physical activity and cognitive function in cognitively impaired elderly.Scientific reports · 2026Article
- Beyond the "European health divide": Functional limitation disparities among older adults in Central and Eastern Europe.Archives of gerontology and geriatrics · 2025Article
- APOE genotype and cognitive decline: educational context as a moderator of genetic risk.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Historical state-level data on U.S. public school systems from 1919/20 to 1973/74.Scientific data · 2025Article
- Regional disparities in cognitive life expectancy: The role of birth and current residence in the United States.Health & place · 2025Article
- Pathways to Racial/Ethnic Inequalities in Dementia.Annual review of clinical psychology · 2025Review
- The role of educational attainment and quality in U.S. regional variation in prevalence of dementia and CIND.PloS one · 2025Article
- County-level School Quality Education Measures During Ninth Grade and Brain Health Imaging Markers in Late Life.Alzheimer disease and associated disordersObservational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.