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      Impact of patterns of language use and socio-economic status on a constructed response Situational Judgment Test (SJT)

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          Abstract

          The study explored the impacts of patterns of language use (PLU) and socio-economic status (SES) on Casper, a constructed-response situational judgment test (SJT). 10,266 applicants from two U.S. medical schools were grouped into self-reported balanced bilinguals, unbalanced bilinguals, English monolinguals, and English as a Second Language (ESL) students. A multicomponent SES composite was used to assess the degree of socioeconomic disadvantage (DSD). Results from a hierarchical regression analysis showed that after accounting for demographic variables, both PLU and DED were significant factors on applicants’ Casper performance. Bilingualism was associated with better Casper performance compared to English monolinguals and ESL students. No significant effect of speaking English as a native language was found on applicants’ Casper performance. English monolinguals and ESL students performed equivalently on Casper. Finally, high DSD was associated with better Casper performance than low DSD, and the impact of DSD on Casper held the same across all four language groups. These findings provide evidence that socio-cultural factors, such as PLU and DSD have important impacts on SJT performance. Further research is needed to understand the role of differences in language construction across socio-cultural factors on constructed-response SJT performance.

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          Are there bilingual advantages on nonlinguistic interference tasks? Implications for the plasticity of executive control processes.

          It has been proposed that the unique need for early bilinguals to manage multiple languages while their executive control mechanisms are developing might result in long-term cognitive advantages on inhibitory control processes that generalize beyond the language domain. We review the empirical data from the literature on nonlinguistic interference tasks to assess the validity of this proposed bilingual inhibitory control advantage. Our review of these findings reveals that the bilingual advantage on conflict resolution, which by hypothesis is mediated by inhibitory control, is sporadic at best, and in some cases conspicuously absent. A robust finding from this review is that bilinguals typically outperform monolinguals on both compatible and incompatible trials, often by similar magnitudes. Together, these findings suggest that bilinguals do enjoy a more widespread cognitive advantage (a bilingual executive processing advantage) that is likely observable on a variety of cognitive assessment tools but that, somewhat ironically, is most often not apparent on traditional assays of nonlinguistic inhibitory control processes.
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            An R Companion to Applied Regression

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              A Systematic Review and Meta-Analysis of the Cognitive Correlates of Bilingualism

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: MethodologyRole: VisualizationRole: Writing – original draft
                Role: ConceptualizationRole: Data curationRole: Project administrationRole: SupervisionRole: Validation
                Role: ConceptualizationRole: Data curationRole: Project administrationRole: SupervisionRole: Validation
                Role: ConceptualizationRole: Data curationRole: Project administrationRole: SupervisionRole: Validation
                Role: ConceptualizationRole: Data curationRole: Project administrationRole: SupervisionRole: Validation
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLOS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                1 August 2023
                2023
                : 18
                : 8
                : e0289420
                Affiliations
                [1 ] Department of Research, Acuity Insights, Toronto, Ontario, Canada
                [2 ] Department of Family Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, United States of America
                [3 ] Office of Admissions, Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, United States of America
                [4 ] Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
                [5 ] Department of Student Affairs and Admissions, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
                Tallinn University: Tallinna Ulikool, ESTONIA
                Author notes

                Competing Interests: SL, LC, MA and DR have no disclosures to declare. XP, VH, and AM disclose while writing this article they were salaried employees of Acuity Insights which administers a situational judgment test, Casper. The authors receive no reimbursements, fees, or funding related to this study or its outcomes. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

                Author information
                https://orcid.org/0000-0002-5094-3774
                Article
                PONE-D-23-08475
                10.1371/journal.pone.0289420
                10393151
                37527252
                80abb796-df2c-4f5f-bc67-b228ed6f614c
                © 2023 Pan et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 23 March 2023
                : 18 July 2023
                Page count
                Figures: 0, Tables: 5, Pages: 13
                Funding
                The authors received no specific funding for this work.
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                There are ethical and legal restrictions pertaining to the release of these potentially personally identifiable data. In summary we are unable to share these data for the following reasons: 1 - Third party data - Data from this study are from educational records belonging to the learners (as per FERPA legislation) and cannot be distributed by the researchers as per ethical review. A description of the data set and the third-party source: - The study used data from two medical schools (Rutgers Robert Wood Johnson Medical School and Wake Forest School of Medicine). - Data includes: Applicant identity characteristics (race, socioeconomic status indicators) and educational attainment information (exam and assessment scores) Verification of permission to use the data set: - The study was approved by Wake Forest School of Medicine IRB (IRB00073284) and Rutgers Institutional Review Board (Pro2022001657). The ethical review boards determined that the study meets the criteria for a waiver of HIPAA authorization according to 45 CFR 164.512, accordingly informed written or verbal consent was not obtained. All necessary contact information others would need to apply to gain access to the data: - Wake Forest School of Medicine IRB - irb@ 123456wfu.edu - IRB00073284 - Rutgers Institutional Review Board - IRBOffice@ 123456research.rutgers.edu - Pro2022001657 2 - Human research data - The data set includes potentially sensitive information that could be used to re-identify an individual based on demographic characteristics and examination dates and scores. As such, ethical restrictions have been set to limit data sharing only to individuals involved in the study. The restrictions in detail: - data contain potentially identifying or sensitive learner information (demographics and test dates and scores) Contact information for a data access committee, ethics committee, or other institutional body to which data requests may be sent: - Wake Forest School of Medicine IRB - irb@ 123456wfu.edu - IRB00073284 - Rutgers Institutional Review Board - IRBOffice@ 123456research.rutgers.edu - Pro2022001657.

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