Evidence map›Paper›PMID 41089236›Full record

ArticleAlzheimer's & dementia (Amsterdam, Netherlands)

Harmonizing late-life cognitive performance data across two population-based cohort studies: The Health and Retirement Study and National Health and Aging Trends Study.

Diefei Chen, Vishaldeep Kaur Sekhon, David L Roth, Vicki A Freedman, Jennifer A Schrack, Adam P Spira, Emerson M Wickwire, Jennifer S Albrecht, Atul Malhotra, Christopher N Kaufmann and 1 more

Abstract read
In one paragraph

Article in Alzheimer's & dementia (Amsterdam, Netherlands). 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. Untreated obstructive sleep apnea and accelerated cognitive decline over 10 years.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  2. 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

11 authors.

Diefei ChenDepartment of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.ORCID https://orcid.org/0000-0002-9195-3311
Vishaldeep Kaur SekhonJohns Hopkins Center on Aging and Health Baltimore Maryland USA.
David L RothDepartment of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.
Vicki A FreedmanInstitute for Social Research University of Michigan Ann Arbor Michigan USA.
Jennifer A SchrackDepartment of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.
Adam P SpiraJohns Hopkins Center on Aging and Health Baltimore Maryland USA.
Emerson M WickwireDepartment of Psychiatry Division of Pulmonary and Critical Care Medicine Department of Medicine University of Maryland Baltimore Maryland USA.
Jennifer S AlbrechtDepartment of Epidemiology and Public Health University of Maryland Baltimore Maryland USA.
Atul MalhotraDivision of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine University of California San Diego La Jolla California USA.
Christopher N KaufmannDepartment of Health Outcomes and Biomedical Informatics University of Florida College of Medicine Gainesville Florida USA.
Alden L GrossDepartment of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.

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
The National Health and Trends StudyU01AG032947 · NIA · JOHNS HOPKINS UNIVERSITY · PI VICKI A. FREEDMAN, JENNIFER ANN SCHRACK · 2008 to 2026
$169.4M
University of Florida Older Americans Independence Center (OAIC)P30AG028740 · NIA · UNIVERSITY OF FLORIDA · PI Karyn A Esser, Todd Manini · 2007 to 2026
$22.8M
EPIDEMIOLOGY AND BIOSTATISTICS OF AGINGT32AG000247 · NIA · JOHNS HOPKINS UNIVERSITY · PI Karen J. Bandeen-Roche · 1996 to 2026
$13.2M
Sleep apnea treatment and risk for cognitive decline and Alzheimers diseaseR01AG079391 · NIA · UNIVERSITY OF FLORIDA · PI Christopher Norfleet Kaufmann · 2022 to 2026
$3.1M
Sedative-Hypnotic Use Patterns and Risk for Cognitive Decline and Alzheimer's DiseaseK01AG061239 · NIA · UNIVERSITY OF FLORIDA · PI KAUFMANN, CHRISTOPHER NORFLEET · 2019 to 2023
$656k
NIA NIH HHS K01 AG061239NIA NIH HHS P30 AG028740NIA NIH HHS R01 AG079391NIA NIH HHS T32 AG000247NIA NIH HHS U01 AG009740NIA NIH HHS U01 AG032947
6 · The paper itself

Abstract

introductionHarmonizing cognitive measures across population-based studies facilitates direct comparisons of cognitive decline despite differing study protocols.

methodsCognitive performance data from 2012-2022 were harmonized across the Health and Retirement Study (HRS) and National Health and Aging Trends Study (NHATS). We compared baseline harmonized scores stratified by demographics and examined demographic and health risk factor associations with cognitive change using multi-level generalized linear models, contrasting results with those from a sum-of-word-recall measure.

resultsCross-sectionally, lower harmonized scores were associated with older age and less education. Longitudinally, greater cognitive decline measured by changes in harmonized scores correlated with older age, less education, underweight body mass index, low physical activity, hypertension, stroke, and diabetes. Associations were stronger for harmonized scores than for sum of word recall alone. DISCUSSION: Harmonized scores effectively capture cognitive performance and decline, demonstrating stronger relationships with demographic and health factors than word recall scores alone. Highlights: Statistical harmonization is a valuable tool for undertaking comparative analysis when data collection protocols differ.We derived a harmonized general cognitive performance factor score for the Health and Retirement Study (HRS) and National Health and Aging Trends Study (NHATS), two of the largest, nationally representative longitudinal samples of the middle-aged and older adult population in the United States.The factor score showed patterns of change across exposure groups consistent with prior literature, and it outperformed a simple sum score of immediate and delayed word recall tests.

Indexed as

cognitioncognitive agingHRSNHATSpopulation‐based studiesstatistical harmonization

Identifiers

PMID41089236
PMCPMC12516223

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.