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Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project.

Publication ,  Journal Article
Marquine, MJ; Yassai-Gonzalez, D; Perez-Tejada, A; Umlauf, A; Kamalyan, L; Morlett Paredes, A; Suarez, P; Rivera Mindt, M; Franklin, D ...
Published in: Clin Neuropsychol
February 2021

OBJECTIVE: The Wisconsin Card Sorting Test (WCST) is among the most commonly used tests of executive functioning. We aimed to generate normative data on the 64-item version of this test (WCST-64) for Spanish-speakers living in the U.S.-Mexico Border region. METHODS: Participants included 189 native Spanish-speakers (Age: 19-60; Education: 0-20; 59.3% female) from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project who completed the WCST-64. Univariable and interactive associations between demographic variables and raw scores were examined via Spearman correlations, Wilcoxon Rank-sum tests and linear regressions. T-scores for various WCST-64 measures (Total Errors, Perseverative Responses, Perseverative Errors, Conceptual Level Responses and Number of Categories) were obtained using fractional polynomial equations with weights for age, education, and gender. Percentile scores were reported for Failures to Maintain Set. Rates of impairment (T-score < 40) were calculated by applying the newly developed norms and published norms for non-Hispanic English-speaking Whites and Blacks. RESULTS: Older age was associated with worse performance and education was linked to better performance on most WCST-64 raw scores, with stronger education effects among females than males. The norms developed here resulted in expected rates of impairment (14-16% across measures). Applying published norms for non-Hispanic Blacks resulted in generally comparable impairment rates. In contrast, applying previously published norms for non-Hispanic Whites overestimated impairment (38-52% across measures). CONCLUSIONS: These data will enhance interpretation performance on the WCST-64 for Spanish-speakers living in the U.S.-Mexico Border region. Future work will need to examine the generalizability of these norms to other Hispanic/Latino groups.

Duke Scholars

Published In

Clin Neuropsychol

DOI

EISSN

1744-4144

Publication Date

February 2021

Volume

35

Issue

2

Start / End Page

339 / 355

Location

England

Related Subject Headings

  • Young Adult
  • Wisconsin Card Sorting Test
  • Reference Values
  • Neuropsychological Tests
  • Middle Aged
  • Mexico
  • Male
  • Language
  • Humans
  • Female
 

Citation

APA
Chicago
ICMJE
MLA
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Marquine, M. J., Yassai-Gonzalez, D., Perez-Tejada, A., Umlauf, A., Kamalyan, L., Morlett Paredes, A., … Heaton, R. K. (2021). Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project. Clin Neuropsychol, 35(2), 339–355. https://doi.org/10.1080/13854046.2019.1703042
Marquine, María J., David Yassai-Gonzalez, Alan Perez-Tejada, Anya Umlauf, Lily Kamalyan, Alejandra Morlett Paredes, Paola Suarez, et al. “Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project.Clin Neuropsychol 35, no. 2 (February 2021): 339–55. https://doi.org/10.1080/13854046.2019.1703042.
Marquine MJ, Yassai-Gonzalez D, Perez-Tejada A, Umlauf A, Kamalyan L, Morlett Paredes A, et al. Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project. Clin Neuropsychol. 2021 Feb;35(2):339–55.
Marquine, María J., et al. “Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project.Clin Neuropsychol, vol. 35, no. 2, Feb. 2021, pp. 339–55. Pubmed, doi:10.1080/13854046.2019.1703042.
Marquine MJ, Yassai-Gonzalez D, Perez-Tejada A, Umlauf A, Kamalyan L, Morlett Paredes A, Suarez P, Rivera Mindt M, Franklin D, Artiola I Fortuny L, Cherner M, Heaton RK. Demographically adjusted normative data for the Wisconsin Card Sorting Test-64 item: Results from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project. Clin Neuropsychol. 2021 Feb;35(2):339–355.

Published In

Clin Neuropsychol

DOI

EISSN

1744-4144

Publication Date

February 2021

Volume

35

Issue

2

Start / End Page

339 / 355

Location

England

Related Subject Headings

  • Young Adult
  • Wisconsin Card Sorting Test
  • Reference Values
  • Neuropsychological Tests
  • Middle Aged
  • Mexico
  • Male
  • Language
  • Humans
  • Female