The Uniform Dataset 3.0 Neuropsychological Battery: Factor Structure, Invariance Testing, and Demographically Adjusted Factor Score Calculation.
Cognition
Demographic correction
Factor analysis
Measurement invariance
Neuropsychological tests
Uniform Dataset
Journal
Journal of the International Neuropsychological Society : JINS
ISSN: 1469-7661
Titre abrégé: J Int Neuropsychol Soc
Pays: England
ID NLM: 9503760
Informations de publication
Date de publication:
07 2020
07 2020
Historique:
pubmed:
18
2
2020
medline:
10
9
2021
entrez:
18
2
2020
Statut:
ppublish
Résumé
The goals of this study were to (1) specify the factor structure of the Uniform Dataset 3.0 neuropsychological battery (UDS3NB) in cognitively unimpaired older adults, (2) establish measurement invariance for this model, and (3) create a normative calculator for factor scores. Data from 2520 cognitively intact older adults were submitted to confirmatory factor analyses and invariance testing across sex, age, and education. Additionally, a subsample of this dataset was used to examine invariance over time using 1-year follow-up data (n = 1061). With the establishment of metric invariance of the UDS3NB measures, factor scores could be extracted uniformly for the entire normative sample. Finally, a calculator was created for deriving demographically adjusted factor scores. A higher order model of cognition yielded the best fit to the data χ2(47) = 385.18, p < .001, comparative fit index = .962, Tucker-Lewis Index = .947, root mean square error of approximation = .054, and standardized root mean residual = .036. This model included a higher order general cognitive abilities factor, as well as lower order processing speed/executive, visual, attention, language, and memory factors. Age, sex, and education were significantly associated with factor score performance, evidencing a need for demographic correction when interpreting factor scores. A user-friendly Excel calculator was created to accomplish this goal and is available in the online supplementary materials. The UDS3NB is best characterized by a higher order factor structure. Factor scores demonstrate at least metric invariance across time and demographic groups. Methods for calculating these factors scores are provided.
Identifiants
pubmed: 32063246
doi: 10.1017/S135561772000003X
pii: S135561772000003X
pmc: PMC7319897
mid: NIHMS1547640
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
576-586Subventions
Organisme : NIA NIH HHS
ID : P50 AG016574
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG010129
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG049638
Pays : United States
Organisme : NIA NIH HHS
ID : P50 AG016573
Pays : United States
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ID : P50 AG005133
Pays : United States
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ID : P50 AG005146
Pays : United States
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ID : P50 AG047266
Pays : United States
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ID : P30 AG019610
Pays : United States
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ID : P50 AG023501
Pays : United States
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ID : P30 AG010161
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG035982
Pays : United States
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ID : P50 AG005134
Pays : United States
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ID : P30 AG013854
Pays : United States
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ID : P30 AG053760
Pays : United States
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ID : P30 AG066444
Pays : United States
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ID : P30 AG010124
Pays : United States
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ID : P50 AG033514
Pays : United States
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ID : P30 AG010133
Pays : United States
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ID : U01 AG016976
Pays : United States
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Pays : United States
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Pays : United States
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Pays : United States
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Pays : United States
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Pays : United States
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Pays : United States
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ID : P50 AG025688
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG013846
Pays : United States
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