Executive function tests: Normative data for Spanish-speaking adults in the United States

Author:

Ramos Usuga Daniela1,Rivera Diego23,Xia Bridget4,Carrión Carmen I.5,Morel Valdés Gloria M.6,Moreno Oswaldo7,Rodriguez Miriam J.89,Krch Denise1011,Wongserbchart Wongthipa12,Drago Christin I.13,García Patricia1415,Rivera Patricia M.16,Olabarrieta-Landa Laiene23,Perrin Paul B.417,Arango-Lasprilla Juan Carlos7

Affiliation:

1. Biomedical Research Doctorate Program, University of the Basque Country (UPV/EHU), Leioa, Spain

2. Department of Health Science, Public University of Navarre, Pamplona, Spain

3. Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain

4. School of Data Science, University of Virginia, Charlottesville, VA, USA

5. Department of Neurology, Yale University, School of Medicine, New Haven, CT, USA

6. Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA

7. Department of Psychology, Virginia Commonwealth University, Richmond, VA, USA

8. Clinical Psychology Program, Carlos Albizu University, Miami Campus, Miami, FL, USA

9. Department of Health, and Wellness Design, School of Public Health, Indiana University, Bloomington, IN, USA

10. Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA

11. Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA

12. The Chicago School, Los Angeles, CA, USA

13. Global Wellness LLC, Miami, FL, USA

14. Department of Neurology, School of Medicine, Indiana University, Indianapolis, IN, USA

15. Department of Physical Medicine and Rehabilitation, School of Medicine, Indiana University, Indianapolis, IN, USA

16. Mental Health Department – Neuropsychology, Kaiser Permanente Northwest, Portland, OR, USA

17. Department of Psychology, University of Virginia, Charlottesville, VA, USA

Abstract

BACKGROUND: Normative data for Spanish-speaking populations, particularly Hispanics in the U.S., is notably scarce. OBJECTIVE: This study aims to establish normative data for executive function tests (Modified Wisconsin Card Sorting Test and Stroop Color and Word Test) among Spanish-speaking Hispanics in the U.S. METHODS: We assessed 245 individuals aged 18–80 from eight U.S. states (California, Connecticut, Florida, Indiana, New Jersey, Oregon, Virginia, and Wisconsin) and employed Bayesian regression to estimate norms, considering various sociodemographic factors influencing performance. RESULTS: The posterior distribution suggests a high probability that age impacts SCWT performance, with older adults likely to show greater declines, particularly among those with high proficiency in Spanish. The posterior distribution suggests a stronger effect of age on M-WCST performance among individuals with longer U.S. residency. Educational attainment demonstrates a robust positive impact on M-WCST outcomes, with lower levels of education associated with a higher probability of increased errors. An interaction between education and Spanish proficiency was observed, influencing SCWT scores differently across proficiency levels. Sex and acculturation levels interact to affect SCWT performance, with distinct patterns observed between men and women. This suggests that the impact of acculturation on cognitive test performance may vary by gender. CONCLUSION: Establishing culturally sensitive normative data can enhance accurate identification of executive dysfunction and reduce misdiagnosis risks. This study underscores the importance of considering sociocultural factors including acculturation and language proficiency in neuropsychological assessments to better serve diverse populations.

Publisher

IOS Press

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