Rivera, Diego
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Rivera
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Diego
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Ciencias de la Salud
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Publication Embargo Test of memory malingering 2nd edition: normative data from cognitively intact adults living in Spain(Routledge, 2024-11-05) Arango Lasprilla, Juan Carlos; Ayearst, Lindsay E.; Rivera, Diego; Dini, Mia E.; Olabarrieta Landa, Laiene; Ramos Usuga, Daniela; Perrin, Paul B.; McCaffrey, Robert; Ciencias de la Salud; Osasun ZientziakThis study evaluated the universality of the TOMM 2 and provided a reference sample of cognitively intact adults living in Spain whose native language was Spanish. A total of 203 adults completed the TOMM 2 from June 2019 to January 2020. When using the original TOMM cutoff scores derived from English speakers, all participants scored in a range that would suggest that they passed the TOMM. When using a cut score less than 40 on Trial 1, only one participant in this study would be mistakenly classified as providing an invalid performance. Spanish-speaking adults in Spain from this study achieved a perfect score on Trial 1 at a rate more than double that of English-speaking individuals on the original TOMM. At the item level, all but one item met the minimum standard for performance validity; this item fell only marginally below the standard at 89%. This study found a very low failure rate for the TOMM 2, suggesting that the second edition has at least as high specificity as the original in Spanish adults.Publication Open Access Methodology for the generation of normative data for the U.S. adult Spanish-speaking population: a Bayesian approach(SAGE, 2024-09-20) Rivera, Diego; Forte, Anabel; Olabarrieta Landa, Laiene; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakObjective: To present the methodology for a study generating normative neuropsychological test data for healthy Spanish-speaking adults (18-80 years old) living in the U.S. using Bayesian inference as a novel approach. Method: The study sample consisted of 253 healthy adults from eight U.S. regions (California, Connecticut, Florida, Indiana, New Jersey, Oregon, Virginia, and Wisconsin), with individuals originating from a diverse array of Latin American countries. To participate in the study, individuals must have met the following criteria: were between 18 and 80 years of age, had lived in the U.S. for at least 1 year (12 continuous months), self-identified Spanish as their dominant language, had at least one year of formal education, were able to read and write in Spanish at the time of evaluation, scored ¿23 on the Mini-Mental State Examination, scored <10 on the Patient Health Questionnaire¿9, and scored <10 on the Generalized Anxiety Disorder scale. Participants completed 12 neuropsychological tests. Reliability statistics and norms were calculated for all tests. Conclusions: This was the first normative study for Spanish-speaking adults in the U.S. to implement demographic, acculturation, and bilingual dominance measures as possible controls. Additionally, it was the first study to use Bayesian linear or generalized linear regression models for generating normative data in neuropsychology.Publication Open Access Normative data for tests of visuo-spatial, visuo-constructional skills, and visual memory for Spanish-speaking adults in the United States(SAGE, 2024-09-17) Morel Valdés, Gloria M.; Rivera, Diego; Olabarrieta Landa, Laiene; Carrión, Carmen I.; Lequerica, Anthony H.; Maltez, Fatima Iyarit; Rodríguez, Miriam J.; Dini, Mia E.; Munoz, Geovani; Ramos Usuga, Daniela; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakBackground: The Rey-Osterrieth Complex Figure Test (ROCFT) and the Clock Drawing Test (CDT) are commonly used in clinical practice. The ROCFT measures constructional praxis, visual perception, and visuospatial learning and memory and the CDT assesses for visuospatial, constructional, and executive difficulties. Several neurological disorders are associated with visuospatial and visuoconstructional impairments, yet reliable normative data accounting for sociodemographic aspects of identity and acculturative variables are scarce for Hispanics living in the U.S. Objective: To generate normative data for the ROCF and CDT in a Spanish-speaking adult population living in the U.S. Methods: The sample consisted of 245 participants' cognitively normal adults, recruited from several states in the U.S. Each participant was administered the ROCFT and CDT as part of a larger cognitive battery. The ROCFT and CDT were normed using a Bayesian approach. Age, age, education, sex, acculturation, and language competence, were included as predictors in the analyses. Results: ROCFT was associated with education and age, particularly as they interact with Spanish language competency, and time spent in the U.S. Education was significantly associated with recall abilities and a lower memory recall on the ROCFT. Age was found to vary depending on a person¿s bilingual abilities. Sex did not emerge as a predictor of performance, and it was not moderated by other variables. Conclusions: This is the first study to include acculturation and language proficiency variables in the creation of norms for the assessment of visuoconstruction abilities. This study will have a large impact on the practice of neuropsychology in the U.S.Publication Open Access A preliminary examination of the TOMM2 in a sample of Spanish speakers in the United States(SAGE, 2024-09-02) Ramos Usuga, Daniela; Ayearst, Lindsay E.; Rivera, Diego; Krch, Denise; Perrin, Paul B.; Carrión, Carmen I.; Morel Valdés, Gloria M.; Loro, Delly; Rodríguez, Miriam J.; Munoz, Geovani; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakBACKGROUND: The Test of Memory Malingering (TOMM) is a widely used performance validity measure that is available in both English and Spanish. The Spanish version, however, has historically lacked normative data from samples that are representative of the U.S. Hispanic/Spanish speaking population. OBJECTIVE: The aim of the current study was to collect normative data on the update TOMM 2 for Hispanic individuals residing in the U.S. METHODS: Normative data on the TOMM 2 was collected across 9 sites from different regions of the U.S. The total sample consisted of n=188 cognitively healthy adults aged 18 and over with no current or prior history of neurological or psychiatric disorder. Descriptive analyses were performed on total raw scores. RESULTS: Participants obtained a mean score of 48.15 (SD=2.81) on trial 1 of the TOMM 2, 49.86 (SD=0.487) on trial 2, and 49.84 (SD=0.509) on the recognition trial. Scores are provided for traditional cutoff scores as well as some popular cutoffs reported in the literature. Item level analyses were conducted as well as evaluation of performance based on a variety of demographics. CONCLUSION: When compared to the English-speaking normative sample used for the original TOMM, this sample demonstrated better performance on the TOMM 2 indicating better cultural appropriateness of the items. This is the first study conducted that provides culturally appropriate descriptive norms for use with Spanish speakers living in the U.S.Publication Open Access Executive function tests: normative data for Spanish-speaking adults in the United States(2024-09-02) Ramos Usuga, Daniela; Rivera, Diego; Xia, Bridget; Carrión, Carmen I.; Morel Valdés, Gloria M.; Moreno, Oswaldo; Rodríguez, Miriam J.; Krch, Denise; Wongserbchart, Wongthipa; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Olabarrieta Landa, Laiene; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakBackground: 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 (M-WCST, SCWT) 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: age impacts SCWT scores negatively, especially in older individuals, with stronger effects among those proficient in Spanish. Age also affects M-WCST performance more in individuals with longer U.S. residency. Education correlates with M-WCST outcomes, with lower attainment linked to more errors. Education interacts with Spanish proficiency, influencing SCWT scores differently based on proficiency levels. Sex and acculturation levels interact, affecting SCWT performance differently between men and women. Conclusions: establishing culturally sensitive normative data can enhance accurate identification of executive dysfunction and reduce misdiagnosis risks. This underscores the importance of considering sociocultural factors including acculturation and language proficiency in neuropsychological assessments to better serve diverse populations.Publication Open Access Normative data for executive function tests in an Ecuadorian Waranka minority population(Taylor & Francis, 2024-07-01) Fierro Bósquez, María José; Olabarrieta Landa, Laiene; Christ, Bryan R.; Arjol, David; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Rivera, Diego; Ciencias de la Salud; Osasun Zientziak; Universidad Pública de Navarra / Nafarroako Unibertsitate PublikoaObjective: To generate normative data (ND) for executive functions tests in the Waranka minority population of Ecuador. Method: Four-hundred participants aged 6–17 completed the Symbol-Digit Modalities Test (SDMT), Trail-Making Test (TMT), Modified-Wisconsin Card Sorting Test (M-WCST), and Test of Colors-Words (STROOP). Scores were normed using multiple linear regressions, including age, age2, natural logarithm of mean parent education (MPE), sex, bilingualism, and two-way interactions as predictors. Results: Age by MPE and Age2 by MPE interactions arose for SDMT, so that children with illiterate parents scored lower than those with literate parents. Girls scored higher in SDMT. All TMT and M-WCST scores were influenced by age2. Age by MPE interaction was found for TMT–A, so that children with higher MPE went faster; and age by bilingualism interaction for TMT–B, so that more bilingual children needed less time. Stroop-Word and Color were influenced by age2 by MPE interaction, so that children, while older, scored higher, especially those with higher MPE. Also, age2 by sex interaction arose, so that girls increased scores curvilinearly while boys linearly. Word-Color was influenced by age, while Stroop-interference by age2. Age by MPE interaction was found for MCST-Categories and Perseveration, so that perseverations decreased to then increased, especially in those with illiterate parents. M-WCST-Category scores increased to then decrease later on age in children with illiterate parents. Z-scores calculated through indigenous ND were significantly lower than generated through non-indigenous norms. Conclusions: ND for minority populations are critical since Waranka sample performed worse when using non-indigenous norms for z-score calculation.Publication Open Access Normative data for verbal fluency and naming tests in Spanish-speaking adults in the United States(SAGE, 2024-08-22) Olabarrieta Landa, Laiene; Rivera, Diego; Xia, Bridget; Moreno, Oswaldo; Ramos Usuga, Daniela; Morel Valdés, Gloria M.; López, Enrique; Rodríguez, Miriam J.; Carrión, Carmen I.; Lequerica, Anthony H.; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakBackground: The Rey-Osterrieth Complex Figure Test (ROCFT) and the Clock Drawing Test (CDT) are commonly used in clinical practice. The ROCFT measures constructional praxis, visual perception, and visuospatial learning and memory and the CDT assesses for visuospatial, constructional, and executive difficulties. Several neurological disorders are associated with visuospatial and visuoconstructional impairments, yet reliable normative data accounting for sociodemographic aspects of identity and acculturative variables are scarce for Hispanics living in the U.S. Objective: To generate normative data for the ROCF and CDT in a Spanish-speaking adult population living in the U.S. Methods: The sample consisted of 245 participants¿ cognitively normal adults, recruited from several states in the U.S. Each participant was administered the ROCFT and CDT as part of a larger cognitive battery. The ROCFT and CDT were normed using a Bayesian approach. Age, age2, education, sex, acculturation, and language competence, were included as predictors in the analyses. Results: ROCFT was associated with education and age, particularly as they interact with Spanish language competency, and time spent in the U.S. Education was significantly associated with recall abilities and a lower memory recall on the ROCFT. Age was found to vary depending on a person¿s bilingual abilities. Sex did not emerge as a predictor of performance, and it was not moderated by other variables. Conclusions: This is the first study to include acculturation and language proficiency variables in the creation of norms for the assessment of visuoconstruction abilities. This study will have a large impact on the practice of neuropsychology in the U.S.Publication Open Access Attention and processing speed tests: normative data for Spanish-speaking adults in the United States(SAGE, 2024-09-26) Carrión, Carmen I.; Rivera, Diego; Forte, Anabel; Olabarrieta Landa, Laiene; Moreno, Oswaldo; Ramos Usuga, Daniela; Morel Valdés, Gloria M.; López, Melisa; Rodríguez, Miriam J.; Lequerica, Anthony H.; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Perrin, Paul B.; Arango Lasprilla, Juan Carlos; Ciencias de la Salud; Osasun ZientziakBackground: Hispanics/Latinos are the largest Spanish-speaking subgroup in the U.S. and multiple sociodemographic, cultural, and linguistic factors have been found to impact their performances on cognitive testing. Despite this, few normative data are available for the heterogeneous Spanish-speaking population in the U.S. Objective: to generate normative data on the TMT, Bells Test, SDMT, and the BTA for Spanish speakers residing in the U.S. Methods: the sample included 245 Spanish speaking individuals aged 18-80 from eight states across the U.S. (California, Connecticut, Florida, Indiana, New Jersey, Oregon, Virginia, and Wisconsin). Participants were administered attention and processing speed measures as part of a comprehensive neuropsychological battery. We used a Bayesian regression approach to estimate normative data, including covariates found to be important for predicting performances on measures of attention and processing speed. Results: sociodemographic factors including education, time in the U.S., acculturation, age, and/or sex had differential effects on the TMT-A, TMT-B, SDMT, and the BTA whereas the Bells Test was not influenced by any of these sociodemographic factors. Conclusions: our findings indicate that while sex, age, and educational attainment are important factors to consider, language and acculturation can also influence attention and processing speed performances among Spanish speakers in the U.S.Publication Open Access WHO-UCLA auditory verbal learning test: normative data for Spanish-speaking adults in the United States(SAGE, 2024-09-18) Arango Lasprilla, Juan Carlos; Rivera, Diego; Rodríguez, Miriam J.; Christ, Bryan R.; Moreno, Oswaldo; Ramos Usuga, Daniela; Olabarrieta Landa, Laiene; Perrin, Paul B.; Carrión, Carmen I.; Morel Valdés, Gloria M.; Krch, Denise; Amaya, Ariana; Drago, Christin I.; García, Patricia; Rivera, Patricia M.; Ciencias de la Salud; Osasun ZientziakBackground: Hispanics are a significant demographic in the US, with diverse cultures and languages. Yet, assessing cognition in this group is complex as cultural and linguistic factors have been found to affect test performance. Objective: To generate normative data on the WHO-UCLA AVLT in a sample of Spanish speaking Hispanics residing in the U.S. Methods: The sample included 245 Spanish speaking individuals aged 18-80 from eight U.S. states (California, Connecticut, Florida, Indiana, New Jersey, Oregon, Virginia, and Wisconsin). Participants were administered the WHO-UCLA AVLT as part of a comprehensive neuropsychological battery. A Bayesian regression approach was used to estimate normative data, including covariates found to be important for predicting performances on measures of learning and memory. Results: Bayesian models showed a logarithmic link between education and all WHO-UCLA AVLT trials, except recognition. For delayed recall, increased Spanish proficiency benefited women's performance exclusively. Time in the U.S. was a significant predictor for Total Recall, indicating worse performance with longer resi-dency. Conclusions: Recognizing cultural factors like language proficiency and duration of U.S. residence is essential for accurately evaluating cognitive function among His-panics. This research emphasizes the significance of accounting for cultural nuances in developing norms for neuropsychological assessments, thereby improving their relevance and effectiveness in diverse communities.Publication Open Access Normative data estimation in neuropsychological tests: a systematic review(Oxford University Press, 2024) Del Cacho Tena, Ana María; Christ, Bryan R.; Arango Lasprilla, Juan Carlos; Perrin, Paul B.; Rivera, Diego; Olabarrieta Landa, Laiene; Ciencias de la Salud; Osasun Zientziak; Universidad Pública de Navarra / Nafarroako Unibertsitate PublikoaObjective: To quantify the evolution, impact, and importance of normative data (ND) calculation by identifying trends in the research literature and what approaches need improvement. Methods: A PRISMA-guideline systematic review was performed on literature from 2000 to 2022 in PubMed, Pub-Psych, and Web of Science. Inclusion criteria included scientific articles about ND in neuropsychological tests with clear data analysis, published in any country, and written in English or Spanish. Cross-sectional and longitudinal studies were included. Bibliometric analysis was used to examine the growth, productivity, journal dispersion, and impact of the topic. VOSViewer compared keyword co-occurrence networks between 1952¿1999 and 2000¿2022. Results: Four hundred twelve articles met inclusion and exclusion criteria. The most studied predictors were age, education, and sex. There were a greater number of studies/projects focusing on adults than children. The Verbal Fluency Test (12.7%) was the most studied test, and the most frequently used variable selection strategy was linear regression (49.5%). Regression-based approaches were widely used, whereas the traditional approach was still used. ND were presented mostly in percentiles (44.2%). Bibliometrics showed exponential growth in publications. Three journals (2.41%) were in the Core Zone. VOSViewer results showed small nodes, long distances, and four ND-related topics from 1952 to 1999, and there were larger nodes with short connections from 2000 to 2022, indicating topic spread. Conclusions: Future studies should be conducted on children¿s ND, and alternative statistical methods should be used over the widely used regression approaches to address limitations and support growth of the field.