TY - JOUR
T1 - Effects of education and race on cognitive decline
T2 - An integrative study of generalizability versus study-specific results
AU - Gross, Alden L.
AU - Crane, Paul K.
AU - Gibbons, Laura E.
AU - Manly, Jennifer J.
AU - Romero, Heather
AU - Thomas, Michael
AU - Mungas, Dan M.
AU - MacKay-Brandt, Anna
AU - Mukherjee, Shubhabrata
AU - Sachs, Bonnie
AU - Potter, Guy G.
AU - Jones, Richard N.
N1 - Funding Information:
This study was possible through extensive existing networks of investigators from multiple studies across multiple institutions that were willing to make their data available, for which we are grateful. This work was supported by National Institutes of Health Grants R03 AG045494 (PI: Alden L. Gross) and R13 AG030995 (PI: Dan M. Mungas). Anna MacKay-Brandt was supported by a National Institutes of Mental Health postdoctoral fellowship (T32MH20004). Laura E. Gibbons was supported by P50 AG05136 (PI: Raskind). Guy G. Potter was supported by National Institutes of Health Grant K23 MH087741. Data provided by the Joseph and Kathleen Alzheimer's disease Research Center at Duke was supported by a grant from the National Institute on Aging, P30 AG028377. We thank Kathleen Welsh-Bohmer for her consent to use the data from Duke data. Data provided by the NCODE study was supported by National Institutes of Health Grants R01 MH054846 and P50 MH060451. We thank Dr. David Steffens for his consent to use NCODE data. The contents do not necessarily represent views of the funding entities. Funders had no deciding roles in the design and conduct of the study.
Funding Information:
This study was possible through extensive existing networks of investigators from multiple studies across multiple institutions that were willing to make their data available, for which we are grateful. This work was supported by National Institutes of Health Grants R03 AG045494 (PI: Alden L. Gross) and R13 AG030995 (PI: Dan M. Mungas). Anna MacKay-Brandt was supported by a National Institutes of Mental Health postdoctoral fellowship (T32MH20004). Laura E. Gibbons was supported by P50 AG05136 (PI: Raskind). Guy G. Potter was supported by National Institutes of Health Grant K23 MH087741. Data provided by the Joseph and Kathleen Alzheimer’s disease Research Center at Duke was supported by a grant from the National Institute on Aging, P30 AG028377. We thank Kathleen Welsh-Bohmer for her consent to use the data from Duke data. Data provided by the NCODE study was supported by National Institutes of Health Grants R01 MH054846 and P50 MH060451. We thank Dr. David Steffens for his consent to use NCODE data. The contents do not necessarily represent views of the funding entities. Funders had no deciding roles in the design and conduct of the study.
Publisher Copyright:
© 2015 American Psychological Association.
PY - 2015/11/2
Y1 - 2015/11/2
N2 - The objective of the study was to examine variability across multiple prospective cohort studies in level and rate of cognitive decline by race/ethnicity and years of education. We compare data across studies, we harmonized estimates of common latent factors representing overall or general cognitive performance, memory, and executive function derived from the: (a) Washington Heights, Hamilton Heights, Inwood Columbia Aging Project (N = 4,115), (b) Spanish and English Neuropsychological Assessment Scales (N = 525), (c) Duke Memory, Health, and Aging study (N = 578), and (d) Neurocognitive Outcomes of Depression in the Elderly (N = 585). We modeled cognitive change over age for cognitive outcomes by race, education, and study. We adjusted models for sex, dementia status, and study-specific characteristics. The results found that for baseline levels of overall cognitive performance, memory, and executive function, differences in race and education tended to be larger than between-study differences and consistent across studies. This pattern did not hold for rate of cognitive decline: effects of education and race/ethnicity on cognitive change were not consistently observed across studies, and when present were small, with racial/ethnic minorities and those with lower education declining at faster rates. In this diverse set of datasets, non-Hispanic Whites and those with higher education had substantially higher baseline cognitive test scores. However, differences in the rate of cognitive decline by race/ethnicity and education did not follow this pattern. This study suggests that baseline test scores and longitudinal change have different determinants, and future studies to examine similarities and differences of causes of cognitive decline in racially/ethnically and educationally diverse older groups is needed.
AB - The objective of the study was to examine variability across multiple prospective cohort studies in level and rate of cognitive decline by race/ethnicity and years of education. We compare data across studies, we harmonized estimates of common latent factors representing overall or general cognitive performance, memory, and executive function derived from the: (a) Washington Heights, Hamilton Heights, Inwood Columbia Aging Project (N = 4,115), (b) Spanish and English Neuropsychological Assessment Scales (N = 525), (c) Duke Memory, Health, and Aging study (N = 578), and (d) Neurocognitive Outcomes of Depression in the Elderly (N = 585). We modeled cognitive change over age for cognitive outcomes by race, education, and study. We adjusted models for sex, dementia status, and study-specific characteristics. The results found that for baseline levels of overall cognitive performance, memory, and executive function, differences in race and education tended to be larger than between-study differences and consistent across studies. This pattern did not hold for rate of cognitive decline: effects of education and race/ethnicity on cognitive change were not consistently observed across studies, and when present were small, with racial/ethnic minorities and those with lower education declining at faster rates. In this diverse set of datasets, non-Hispanic Whites and those with higher education had substantially higher baseline cognitive test scores. However, differences in the rate of cognitive decline by race/ethnicity and education did not follow this pattern. This study suggests that baseline test scores and longitudinal change have different determinants, and future studies to examine similarities and differences of causes of cognitive decline in racially/ethnically and educationally diverse older groups is needed.
KW - Cognitive performance
KW - Cognitive trajectory
KW - Confirmatory factor analysis
KW - Harmonization
KW - Item response theory
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U2 - 10.1037/pag0000032
DO - 10.1037/pag0000032
M3 - Article
C2 - 26523693
AN - SCOPUS:84946059161
SN - 0882-7974
VL - 30
SP - 863
EP - 880
JO - Psychology and Aging
JF - Psychology and Aging
IS - 4
ER -