Evidence map›Paper›PMID 37711154›Full record

ArticleAlzheimer's & dementia (Amsterdam, Netherlands)

Memory and language cognitive data harmonization across the United States and Mexico.

Miguel Arce Rentería, Emily M Briceño, Diefei Chen, Joseph Saenz, Lindsay C Kobayashi, Christopher Gonzalez, Jet M J Vonk, Richard N Jones, Jennifer J Manly, Rebeca Wong and 3 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 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Superficial white matter and gray matter jointly support cognition among older adults in India.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  3. Article
  4. Recommended best practices for construct-centered adaptation of the Harmonized Cognitive Assessment Protocol.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
  5. Cognitive data harmonization across two racially diverse cohorts in the United States.Alzheimer's & dementia. Behavior & socioeconomics of aging · 2025
    Article
  6. Article
  7. Ethnic Differences in the Association Between Cognitive Performance and Informant-rated Cognitive Decline.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2025
    Article
  8. Harmonized cognitive performance in an older adult cohort of Vietnamese American immigrants: The VIP study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  9. Mexican Health and Aging Study Biomarker and Genetic Data Profile.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024
    Article
  10. Review
  11. 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

13 authors.

Miguel Arce RenteríaDepartment of Neurology Taub Institute for Research on Alzheimer's Disease and the Aging Brain Columbia University College of Physicians and Surgeons New York New York USA.
Emily M BriceñoDepartment of Physical Medicine & Rehabilitation University of Michigan Medical School Ann Arbor Michigan USA.
Diefei ChenDepartment of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.
Joseph SaenzEdson College of Nursing and Health Innovation at Arizona State University Phoenix Arizona USA.
Lindsay C KobayashiDepartment of Epidemiology Center for Social Epidemiology and Population Health University of Michigan School of Public Health Ann Arbor Michigan USA.
Christopher GonzalezDepartment of Psychology Illinois Institute of Technology Chicago Illinois USA.
Jet M J VonkDepartment of Neurology Memory and Aging Center University of California San Francisco San Francisco California USA.
Richard N JonesDepartment of Psychiatry and Human Behavior Warren Alpert Medical School Brown University Providence, Rhode Island USA.
Jennifer J ManlyDepartment of Neurology Taub Institute for Research on Alzheimer's Disease and the Aging Brain Columbia University College of Physicians and Surgeons New York New York USA.
Rebeca WongSealy Center on Aging University of Texas Medical Branch at Galveston Galveston Texas USA.
David WeirDepartment of Epidemiology Center for Social Epidemiology and Population Health University of Michigan School of Public Health Ann Arbor Michigan USA.
Kenneth M LangaDepartment of Epidemiology Center for Social Epidemiology and Population Health University of Michigan School of Public Health Ann Arbor Michigan 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
Integrting Information About Aging SurveysR01AG030153 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Sara Adar, Alden L. Gross · 2007 to 2026
$41.7M
Research Education ComponentP30AG066507 · NIA · JOHNS HOPKINS UNIVERSITY · PI Corinne Pettigrew · 2020 to 2026
$29.3M
Research Education CoreP30AG024824 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Neil Alexander · 2004 to 2026
$29.2M
The Mexican Health and Aging Study - IIR01AG018016 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Rebeca Wong · 1999 to 2026
$22.6M
EPIDEMIOLOGY AND BIOSTATISTICS OF AGINGT32AG000247 · NIA · JOHNS HOPKINS UNIVERSITY · PI Karen J. Bandeen-Roche · 1996 to 2026
$13.2M
Health and Retirement Study: Harmonized Cognitive Assessment Protocol (HCAP)U01AG058499 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LANGA, KENNETH M · 2018 to 2023
$8.3M
Socioeconomic, Cardiovascular, and Psychosocial Sources of Cross-National Variation in Cognitive Health Among Older AdultsR01AG070953 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Alden L. Gross, Lindsay C Kobayashi · 2021 to 2026
$4.6M
Research Network for the Harmonized Cognitive Assessment Protocol (HCAP)R24AG065182 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LANGA, KENNETH M, WEIR, DAVID R. · 2019 to 2021
$1.2M
MHAS Cognitive Aging Ancillary Study Administrative SupplementR01AG051158 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI WONG, REBECA · 2015 to 2017
$1.1M
Measurement of cognition and functional decline in Latinx older adults for detection of Alzheimer’s Disease and Related Dementias: A mixed-methods approachK23AG080035 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Emily Marie Briceno · 2023 to 2026
$767k
Education and the Life-Course Pathways of Cognitive Impairment, Dementia, and Cognitive Decline in the United States and MexicoR00AG058799 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI SAENZ, JOSEPH · 2020 to 2022
$745k
NIA NIH HHS K23 AG080035NIA NIH HHS K99 AG066932NIA NIH HHS P30 AG024824NIA NIH HHS P30 AG066507NIA NIH HHS R00 AG058799NIA NIH HHS R01 AG018016NIA NIH HHS R01 AG030153NIA NIH HHS R01 AG051158NIA NIH HHS R01 AG070953NIA NIH HHS R24 AG065182NIA NIH HHS T32 AG000247NIA NIH HHS U01 AG009740NIA NIH HHS U01 AG058499
6 · The paper itself

Abstract

introductionWe used cultural neuropsychology-informed procedures to derive and validate harmonized scores representing memory and language across population-based studies in the United States and Mexico.

methodsData were from the Health and Retirement Study Harmonized Cognitive Assessment Protocol (HRS-HCAP) and the Mexican Health and Aging Study (MHAS) Ancillary Study on Cognitive Aging (Mex-Cog). We statistically co-calibrated memory and language domains and performed differential item functioning (DIF) analysis using a cultural neuropsychological approach. We examined relationships among harmonized scores, age, and education.

resultsWe included 3170 participants from the HRS-HCAP ( DISCUSSION: A cultural neuropsychological approach to harmonization facilitates the generation of harmonized measures of memory and language function in cross-national studies. HIGHLIGHTS: We harmonized memory and language scores across studies in the United States and Mexico.A cultural neuropsychological approach to data harmonization was used.Harmonized scores showed minimal measurement differences between cohorts.Future work can use these harmonized scores for cross-national studies of Alzheimer's disease and related dementias.

Indexed as

Alzheimer's diseasecognitive agingcross‐culturalcultural neuropsychologyharmonization

Identifiers

PMID37711154
PMCPMC10498430

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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.