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Assessing Cognitive Impairment in the Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Comparing a Diagnostic Algorithm With a Diagnostic Consensus Panel.

Publication ,  Journal Article
Farron, M; Ryan, LH; Manly, JJ; Levine, DA; Plassman, BL; Giordani, BJ; Jones, RN; Langa, KM
Published in: J Aging Health
June 2026

BackgroundAccurate classification of cognitive impairment in population studies is challenging.ObjectiveTo compare the performance of a diagnostic algorithm with a clinical consensus panel.SampleIn 2016, the Health and Retirement Study (HRS) implemented the Harmonized Cognitive Assessment Protocol Project (HRS-HCAP) to streamline cognitive assessments for select HRS participants.MethodsThe Manly-Jones HCAP diagnostic classification was used to classify cognitive status as normal, mild cognitive impairment (MCI), or dementia. For this analysis, a consensus panel of five clinicians reviewed 50 cases with high diagnostic uncertainty, each reviewing 30 cases, blinded to the algorithm's classifications.AnalysisDiagnostic concordance was assessed using unweighted and weighted Cohen's kappa (κ).ResultsUnweighted concordance was 70% (35/50), with discordance mostly among MCI cases. Weighted concordance was 84%. Unweighted κ was 0.56 (95% CI 0.30-0.81) and weighted κ was 0.75 (95% CI 0.49-0.91), indicating moderate to substantial agreement between the two methods.

Duke Scholars

Published In

J Aging Health

DOI

EISSN

1552-6887

Publication Date

June 2026

Volume

38

Issue

5-6

Start / End Page

292 / 301

Location

United States

Related Subject Headings

  • Retirement
  • Neuropsychological Tests
  • Middle Aged
  • Male
  • Humans
  • Gerontology
  • Female
  • Dementia
  • Consensus
  • Cognitive Dysfunction
 

Citation

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Farron, M., Ryan, L. H., Manly, J. J., Levine, D. A., Plassman, B. L., Giordani, B. J., … Langa, K. M. (2026). Assessing Cognitive Impairment in the Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Comparing a Diagnostic Algorithm With a Diagnostic Consensus Panel. J Aging Health, 38(5–6), 292–301. https://doi.org/10.1177/08982643251335370
Farron, Madeline, Lindsay H. Ryan, Jennifer J. Manly, Deborah A. Levine, Brenda L. Plassman, Bruno J. Giordani, Richard N. Jones, and Kenneth M. Langa. “Assessing Cognitive Impairment in the Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Comparing a Diagnostic Algorithm With a Diagnostic Consensus Panel.J Aging Health 38, no. 5–6 (June 2026): 292–301. https://doi.org/10.1177/08982643251335370.
Farron, Madeline, et al. “Assessing Cognitive Impairment in the Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Comparing a Diagnostic Algorithm With a Diagnostic Consensus Panel.J Aging Health, vol. 38, no. 5–6, June 2026, pp. 292–301. Pubmed, doi:10.1177/08982643251335370.
Farron M, Ryan LH, Manly JJ, Levine DA, Plassman BL, Giordani BJ, Jones RN, Langa KM. Assessing Cognitive Impairment in the Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Comparing a Diagnostic Algorithm With a Diagnostic Consensus Panel. J Aging Health. 2026 Jun;38(5–6):292–301.
Journal cover image

Published In

J Aging Health

DOI

EISSN

1552-6887

Publication Date

June 2026

Volume

38

Issue

5-6

Start / End Page

292 / 301

Location

United States

Related Subject Headings

  • Retirement
  • Neuropsychological Tests
  • Middle Aged
  • Male
  • Humans
  • Gerontology
  • Female
  • Dementia
  • Consensus
  • Cognitive Dysfunction