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Lee S, Faroqi-Shah Y. A Meta-Analysis of Anomia Treatment in Bilingual Aphasia: Within- and Cross-Language Generalization and Predictors of the Treatment Outcomes. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:1558-1600. [PMID: 38629966 PMCID: PMC11087086 DOI: 10.1044/2024_jslhr-23-00026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 09/15/2023] [Accepted: 01/14/2024] [Indexed: 05/09/2024]
Abstract
PURPOSE The present meta-analysis investigated the efficacy of anomia treatment in bilingual and multilingual persons with aphasia (BPWAs) by assessing the magnitudes of six anomia treatment outcomes. Three of the treatment outcomes pertained to the "trained language": improvement of trained words (treatment effect [TE]), within-language generalization of semantically related untrained words (WLG-Related), and within-language generalization of unrelated words (WLG-Unrelated). Three treatment outcomes were for the "untrained language": improvement of translations of the trained words (cross-language generalization of trained words [CLG-Tx]), cross-language generalization of semantically related untrained words (CLG-Related), and cross-language generalization of unrelated untrained words (CLG-Unrelated). This study also examined participant- and treatment-related predictors of these treatment outcomes. METHOD This study is registered in the International Prospective Register of Systematic Reviews (PROSPERO) under the number CRD42023418147. Nine electronic databases were searched to identify word retrieval treatment studies of poststroke BPWAs of at least 6 months postonset. Pre- and posttreatment single-word naming scores were extracted for each eligible participant and used to calculate effect sizes (within-case Cohen's d) of the six treatment outcomes. Random-effects meta-analyses were conducted to assess weighted mean effect sizes of the treatment outcomes across studies. Multiple linear regression analyses were used to examine the effects of participant-related variables (pretreatment single-word naming and comprehension representing poststroke lexical processing abilities) and treatment-related variables (type, language, and duration). The methodological quality of eligible studies and the risk of bias in this meta-analysis were assessed. RESULTS A total of 17 published studies with 39 BPWAs were included in the meta-analysis. The methodological quality of the included studies ranged from fair (n = 4) to good (n = 13). Anomia treatment produced a medium effect size for TE (M = 8.36) and marginally small effect sizes for WLG-Related (M = 1.63), WLG-Unrelated (M = 0.68), and CLG-Tx (M = 1.56). Effect sizes were nonsignificant for CLG-Related and CLG-Unrelated. TE was significantly larger than the other five types of treatment outcomes. TE and WLG-Related effect sizes were larger for BPWAs with milder comprehension or naming impairments and for treatments of longer duration. WLG-Unrelated was larger when BPWAs received phonological treatment than semantic and mixed treatments. The overall risk of bias in the meta-analysis was low with a potential risk of bias present in the study identification process. CONCLUSIONS Current anomia treatment practices for bilingual speakers are efficacious in improving trained items but produce marginally small within-language generalization and cross-language generalization to translations of the trained items. These results highlight the need to provide treatment in each language of BPWAs and/or investigate other approaches to promote cross-language generalization. Furthermore, anomia treatment outcomes are influenced by BPWAs' poststroke single-word naming and comprehension abilities as well as treatment duration and the provision of phonological treatment. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25595712.
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Affiliation(s)
- Seongsil Lee
- Department of Hearing and Speech Sciences, University of Maryland, College Park
| | - Yasmeen Faroqi-Shah
- Department of Hearing and Speech Sciences, University of Maryland, College Park
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Scimeca M, Peñaloza C, Kiran S. Multilevel factors predict treatment response following semantic feature-based intervention in bilingual aphasia. BILINGUALISM (CAMBRIDGE, ENGLAND) 2024; 27:246-262. [PMID: 38586504 PMCID: PMC10993298 DOI: 10.1017/s1366728923000391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Semantic feature-based treatments (SFTs) are effective rehabilitation strategies for word retrieval deficits in bilinguals with aphasia (BWA). However, few studies have prospectively evaluated the effects of key parameters of these interventions on treatment outcomes. This study examined the influence of intervention-level (i.e., treatment language and treatment sessions), individual-level (baseline naming severity and age), and stimulus-level (i.e., lexical frequency, phonological length, and phonological neighborhood density) factors on naming improvement in a treated and untreated language for 34 Spanish-English BWA who completed 40 hours of SFT. Results revealed significant improvement over time in both languages. In the treated language, individuals who received therapy in their L1 improved more. Additionally, higher pre-treatment naming scores predicted greater response to treatment. Finally, a frequency effect on baseline naming accuracy and phonological effects on accuracy over time were associated with differential treatment gains. These findings indicate that multilevel factors are influential predictors of bilingual treatment outcomes.
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Affiliation(s)
- Michael Scimeca
- Department of Speech, Language, and Hearing Sciences, Boston University, MA, USA
| | - Claudia Peñaloza
- Department of Cognition, Development and Educational Psychology, Faculty of Psychology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Cognition and Brain Plasticity Unit, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Swathi Kiran
- Department of Speech, Language, and Hearing Sciences, Boston University, MA, USA
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Lam BPW, Yoon J. The Effect of Language Dominance on Classic Semantic, Action, Emotional, and Phonemic Fluency in Unbalanced Bilinguals. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2023; 66:4967-4983. [PMID: 37889261 DOI: 10.1044/2023_jslhr-23-00133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
OBJECTIVE Verbal fluency evaluation in bilingual speakers should include dual-language assessment to obtain a comprehensive profile of word retrieval abilities. This study is the first to compare classic semantic, action, emotional, and phonemic fluency in terms of the magnitude of their performance gaps between the dominant and nondominant language in unbalanced bilingual speakers. We also examined the quantitative relationship between language dominance and verbal fluency performance. METHOD Twenty-six bilingual adults completed a comprehensive set of classic semantic ("animals," "vegetables"), action ("do"), emotional ("happy," "sad," "afraid"), and phonemic ("F," "A," "S") fluency tasks in their dominant language (English) and nondominant language (Spanish) in two sessions on separate days. Participants also completed subjective and objective measures of language proficiency. RESULTS All tasks yielded fewer correct responses in the nondominant language. The between-languages performance gap was the largest for "animals" and the smallest for emotional fluency. "Happy" yielded the most balanced performance among all semantic tasks and a positivity bias that was unaffected by language dominance. Finally, language dominance scores computed by a newly developed formula indicated relationships between self-rated proficiency and fluency performance. CONCLUSIONS This study provides preliminary, normative data of classic semantic, action, emotional, and phonemic fluency that could be used to gauge unbalanced bilingual speakers' performance. Significant impacts of language dominance on "animals" demand caution in using this widely used classic semantic category in evaluating bilingual speakers' performance. The data also underscore the robustness of positivity biases in emotional fluency and the validity of using subjective measures to supplement neuropsychological assessment of fluency performance.
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Affiliation(s)
- Boji P W Lam
- Department of Audiology and Speech-Language Pathology, University of North Texas, Denton
| | - Jiyoung Yoon
- Department of Spanish, University of North Texas, Denton
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Bihovsky A, Ben-Shachar M, Meir N. Language abilities, not cognitive control, predict language mixing behavior in bilingual speakers with aphasia. JOURNAL OF COMMUNICATION DISORDERS 2023; 105:106367. [PMID: 37579674 DOI: 10.1016/j.jcomdis.2023.106367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 07/14/2023] [Accepted: 07/14/2023] [Indexed: 08/16/2023]
Abstract
PURPOSE Language Mixing (LM) occurs among neurotypical bilinguals as well as among bilingual persons with aphasia (BiPWAs). The current study aimed to investigate whether LM in BiPWAs stems from a linguistic impairment, an impairment in cognitive control, or both. METHOD Twenty Russian-Hebrew-speaking BiPWAs were split into two groups based on aphasia severity (Severe/Moderate vs. Mild). Frequencies and patterns of LM in narrative production by BiPWAs in L1-Russian and in L2-Hebrew were analyzed. To investigate the underlying mechanisms of LM, all participants completed linguistic background questionnaires, the Bilingual Aphasia Test (BAT) in both languages, and a battery of 10 cognitive tests. RESULTS The results indicated an effect of aphasia severity and an effect of language. Higher LM frequency was observed in BiPWAs with severe/moderate aphasia symptoms as compared to BiPWAs with mild symptoms. In both groups, higher LM frequency was observed in L2-Hebrew narratives, the weaker post-stroke language for most participants in the sample. The results also showed qualitative LM differences in L1-Russsian and L2-Hebrew contexts. In L1-Russian narratives, BiPWAs mainly switched to L2-Hebrew nouns, while in L2-Hebrew narratives, they mainly inserted L1-Russian discourse markers and function words. CONCLUSIONS Linguistic factors such as pre- and post-stroke self-rated language proficiency and level of language impairment due to aphasia were found to predict LM frequency in L1-Russian and in L2-Hebrew. Cognitive abilities did not predict LM frequency. Based on our findings, we suggest that LM behavior in BiPWAs might be primarily related to language skills in L1 and L2, rather than to cognitive control impairments.
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Affiliation(s)
- Alina Bihovsky
- The Department of English Literature and Linguistics, Bar-Ilan University, Israel; The Sheba Rehabilitation Hospital, Israel.
| | - Michal Ben-Shachar
- The Department of English Literature and Linguistics, Bar-Ilan University, Israel; The Department of English Literature and Linguistics, The Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
| | - Natalia Meir
- The Department of English Literature and Linguistics, Bar-Ilan University, Israel; The Department of English Literature and Linguistics, The Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
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Bose A, Patra A, Antoniou GE, Stickland RC, Belke E. Verbal fluency difficulties in aphasia: A combination of lexical and executive control deficits. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2022; 57:593-614. [PMID: 35318784 PMCID: PMC9314833 DOI: 10.1111/1460-6984.12710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 02/01/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Verbal fluency tasks are routinely used in clinical assessment and research studies of aphasia. People with aphasia produce fewer items in verbal fluency tasks. It remains unclear if their output is limited solely by their lexical difficulties and/or has a basis in their executive control abilities. Recent research has illustrated that detailed characterization of verbal fluency performance using temporal characteristics of words retrieved, clustering and switching, and pause durations, along with separate measures of executive control stands to inform our understanding of the lexical and cognitive underpinnings of verbal fluency in aphasia. AIMS To determine the locus of the verbal fluency difficulties in aphasia, we compared semantic and letter fluency trials between people with aphasia and healthy control participants using a wide range of variables to capture the performance between the two groups. The groups were also tested on separate measures of executive control to determine the relationship amongst these tasks and fluency performance. METHODS & PROCEDURES Semantic (animal) and letter (F, A, S) fluency data for 60s trials were collected from 14 people with aphasia (PWA) and 24 healthy adult controls (HC). Variables, such as number of correct responses, clustering and switching analyses, were performed along with temporal measures of the retrieved words (response latencies) and pause durations. Participants performed executive control tasks to measure inhibitory control, mental-set shifting and memory span. OUTCOMES & RESULTS Compared with HC, PWA produced fewer correct responses, showed greater difficulty with the letter fluency condition, were slower in getting started with the trials, showed slower retrieval times as noted in within- and between-cluster pause durations, and switched less often. Despite these retrieval difficulties, PWA showed a similar decline in the rate of recall to HC, and had similar cluster size. Executive control measures correlated primarily with the letter fluency variables: mostly for PWA and in one instance for HC. CONCLUSIONS & IMPLICATIONS Poorer performance for PWA is a combination of difficulties in both the lexical and executive components of the verbal fluency task. Our findings highlight the importance of detailed characterization of fluency performance in deciphering the underlying mechanism of retrieval difficulties in aphasia, and illustrate the importance of using letter fluency trials to tap into executive control processes. WHAT THIS PAPER ADDS What is already known on the subject PWA typically show impaired performance in verbal fluency tasks. It is debated whether this impaired performance is a result of their lexical difficulties or executive control difficulties, or a combination of both. This debate continues because previous studies have mostly used semantic fluency condition without including letter fluency condition; used a limited range of variables (e.g., number of correct responses); and not included separate executive control measures to explain the performance pattern in aphasia. This research addresses these outstanding issues to determine the specific contribution of lexical and executive control processes in verbal fluency in aphasia by including: both semantic and letter fluency conditions; a wide range of variables to identify the relative contribution of lexical and executive control mechanisms; and independent measures of executive control. What this paper adds to existing knowledge Using the multidimensional analysis approach for verbal fluency performance from both semantic and letter fluency conditions, this is the first study to systematically demonstrate that PWA had difficulties in both lexical and executive control components of the task. At the individual level, PWA had greater difficulty on the letter fluency condition compared with semantic fluency. We observed significant correlations between the executive control measures and verbal fluency measures primarily for the letter fluency condition. This research makes a significant contribution to our understanding of lexical and executive control aspects in word production in aphasia. What are the potential or actual clinical implications of this work? From a clinical perspective, this research highlights the importance of using a full range of verbal fluency and executive control measures to tap into the lexical as well as executive control abilities of PWA, and also the utility of using letter fluency to tap into the executive control processes in PWA.
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Affiliation(s)
- Arpita Bose
- School of Psychology and Clinical Language SciencesUniversity of ReadingReadingUK
| | - Abhijeet Patra
- School of Psychology and Clinical Language SciencesUniversity of ReadingReadingUK
- Manchester Metropolitan UniversityManchesterUK
| | | | - Rachael C. Stickland
- School of Psychology and Clinical Language SciencesUniversity of ReadingReadingUK
- Physical Therapy and Human Movement Sciences, Feinberg School of MedicineNorthwestern UniversityEvanstonILUSA
| | - Eva Belke
- Ruhr‐Universität BochumBochumGermany
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Carpenter E, Peñaloza C, Rao L, Kiran S. Clustering and Switching in Verbal Fluency Across Varying Degrees of Cognitive Control Demands: Evidence From Healthy Bilinguals and Bilingual Patients With Aphasia. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2021; 2:532-557. [PMID: 35243347 PMCID: PMC8884340 DOI: 10.1162/nol_a_00053] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 08/31/2021] [Indexed: 06/14/2023]
Abstract
Different linguistic contexts place varying amounts of cognitive control on lexical retrieval in bilingual speakers, an issue that is complicated in bilingual patients with aphasia (BPWA) due to subsequent language and cognitive deficits. Verbal fluency tasks may offer insight into the interaction between executive and language control in healthy bilinguals and BPWA, by examining conditions with varying cognitive control demands. The present study examined switching and clustering in verbal fluency tasks in BPWA and healthy bilinguals across single- and dual-language conditions. We also examined the influence of language processing and language proficiency on switching and clustering performance across the dual-language conditions. Thirty-five Spanish-English BPWA and twenty-two Spanish-English healthy bilinguals completed a language use questionnaire, tests of language processing, and two verbal fluency tasks. The semantic category generation task included four conditions: two single-language conditions (No-Switch L1 and No-Switch L2) that required word production in each language separately; one dual-language condition that allowed switching between languages as desired (Self-Switch); and one dual-language condition that required switching between languages after each response (Forced-Switch). The letter fluency task required word production in single-language contexts. Overall, healthy bilinguals outperformed BPWA across all measures. Results indicate that switching is more sensitive to increased control demands than clustering, with this effect being more pronounced in BPWA, underscoring the interaction between semantic executive processes and language control in this group. Additionally, for BPWA switching performance relies on a combination of language abilities and language experience metrics.
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Affiliation(s)
- Erin Carpenter
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA, USA
| | - Claudia Peñaloza
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA, USA
| | - Leela Rao
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA, USA
| | - Swathi Kiran
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Sargent College of Health & Rehabilitation Sciences, Boston University, Boston, MA, USA
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Peñaloza C, Scimeca M, Gaona A, Carpenter E, Mukadam N, Gray T, Shamapant S, Kiran S. Telerehabilitation for Word Retrieval Deficits in Bilinguals With Aphasia: Effectiveness and Reliability as Compared to In-person Language Therapy. Front Neurol 2021; 12:589330. [PMID: 34093382 PMCID: PMC8172788 DOI: 10.3389/fneur.2021.589330] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 03/29/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Bilinguals with post-stroke aphasia (BWA) require treatment options that are sensitive to their particular bilingual background and deficits across languages. However, they may experience limited access to bilingual clinical resources due to reduced availability of bilingual practitioners, geographical constraints, and other difficulties. Telerehabilitation can improve access to bilingual clinical services for BWA and facilitate the delivery of specific language treatments at distance, but more evidence on its effectiveness and reliability is needed. This study aimed to determine the equivalence of effectiveness and reliability of a semantic treatment for word retrieval deficits in BWA delivered via telerehabilitation relative to in-person therapy. Methods: We examined the retrospective data of 16 BWA who received 20 sessions of therapy based on semantic feature analysis for word retrieval deficits in person (n = 8) or via telerehabilitation (n = 8). The two groups were comparable on age, years of education, time of post-stroke onset, aphasia severity, and naming ability in both languages. Treatment effectiveness (i.e., effect sizes in the treated and the untreated language, and change on secondary outcome measures) and reliability (i.e., clinician adherence to treatment protocol) were computed for each delivery modality and compared across groups. Results: Significant improvements were observed in most patients, with no significant differences in treatment effect sizes or secondary outcomes in the treated and the untreated language between the teletherapy group and the in-person therapy group. Also, the average percentage of correctly delivered treatment steps by clinicians was high for both therapy delivery methods with no significant differences between the telerehabilitation vs. the in-person modality. Discussion: This study provides evidence of the equivalence of treatment gains between teletherapy and in-person therapy in BWA and the high reliability with which treatment for word retrieval deficits can be delivered via telerehabilitation, suggesting that the essential treatment components of the intervention can be conducted in a comparable manner in both delivery modalities. We further discuss the benefits and potential challenges of the implementation of telerehabilitation for BWA. In the future, telerehabilitation may increase access to therapy for BWA with varying linguistic and cultural backgrounds, thus, offering a more inclusive treatment approach to this population.
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Affiliation(s)
- Claudia Peñaloza
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
| | - Michael Scimeca
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
| | - Angelica Gaona
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
| | - Erin Carpenter
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
| | - Nishaat Mukadam
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
| | - Teresa Gray
- Gray Matter Laboratory, Department of Speech, Language and Hearing Sciences, San Francisco State University, San Francisco, CA, United States
| | | | - Swathi Kiran
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, United States
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Grasemann U, Peñaloza C, Dekhtyar M, Miikkulainen R, Kiran S. Predicting language treatment response in bilingual aphasia using neural network-based patient models. Sci Rep 2021; 11:10497. [PMID: 34006902 PMCID: PMC8131385 DOI: 10.1038/s41598-021-89443-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 04/22/2021] [Indexed: 11/15/2022] Open
Abstract
Predicting language therapy outcomes in bilinguals with aphasia (BWA) remains challenging due to the multiple pre- and poststroke factors that determine the deficits and recovery of their two languages. Computational models that simulate language impairment and treatment outcomes in BWA can help predict therapy response and identify the optimal language for treatment. Here we used the BiLex computational model to simulate the behavioral profile of language deficits and treatment response of a retrospective sample of 13 Spanish-English BWA who received therapy in one of their languages. Specifically, we simulated their prestroke naming ability and poststroke naming impairment in each language, and their treatment response in the treated and the untreated language. BiLex predicted treatment effects accurately and robustly in the treated language and captured different degrees of cross-language generalization in the untreated language in BWA. Our cross-validation approach further demonstrated that BiLex generalizes to predict treatment response for patients whose data were not used in model training. These findings support the potential of BiLex to predict therapy outcomes for BWA and suggest that computational modeling may be helpful to guide individually tailored rehabilitation plans for this population.
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Affiliation(s)
- Uli Grasemann
- Department of Computer Science, The University of Texas at Austin, Austin, TX, 78712, USA.
| | - Claudia Peñaloza
- Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, 02215, USA.
| | - Maria Dekhtyar
- Department of Speech, Language and Hearing Sciences, Boston University, Boston, MA, 02215, USA
| | - Risto Miikkulainen
- Department of Computer Science, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Swathi Kiran
- Department of Computer Science, The University of Texas at Austin, Austin, TX, 78712, USA
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Peñaloza C, Dekhtyar M, Scimeca M, Carpenter E, Mukadam N, Kiran S. Predicting treatment outcomes for bilinguals with aphasia using computational modeling: Study protocol for the PROCoM randomised controlled trial. BMJ Open 2020; 10:e040495. [PMID: 33208330 PMCID: PMC7677370 DOI: 10.1136/bmjopen-2020-040495] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 10/15/2020] [Accepted: 10/26/2020] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Bilinguals with aphasia (BWA) present varying degrees of lexical access impairment and recovery across their two languages. Because both languages may benefit from therapy, identifying the optimal target language for treatment is a current challenge for research and clinical practice. Prior research has demonstrated that the BiLex computational model can accurately simulate lexical access in healthy bilinguals, and language impairment and treatment response in bilingual aphasia. Here, we aim to determine whether BiLex can predict treatment outcomes in BWA in the treated and the untreated language and compare these outcome predictions to determine the optimal language for rehabilitation. METHODS AND ANALYSIS The study involves a prospective parallel-group, double-blind, randomised controlled trial. Forty-eight Spanish-English BWA will receive 20 sessions of semantic treatment for lexical retrieval deficits in one of their languages and will complete assessments in both languages prior and after treatment. Participants will be randomly assigned to an experimental group receiving treatment in the optimal language determined by the model or a control group receiving treatment in the language opposite to the model's recommendation. Primary treatment outcomes include naming probes while secondary treatment outcomes include tests tapping additional language domains. Treatment outcomes will be compared across the two groups using 2×2 mixed effect models for repeated measures Analysis of variance (ANOVA) on metrics of treatment effects commonly employed in rehabilitation studies (ie, effect size and percentage change). ETHICS AND DISSEMINATION All procedures included in this protocol (protocol number 29, issue date: 19 March 2019) were approved by the Boston University Charles River Campus Institutional Review Board at Boston, Massachusetts (reference number: 4492E). The results of this study will be published in peer-reviewed scientific journals and will be presented at national and international conferences. TRIAL REGISTRATION NUMBER NCT02916524.
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Affiliation(s)
- Claudia Peñaloza
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
| | - Maria Dekhtyar
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
| | - Michael Scimeca
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
| | - Erin Carpenter
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
| | - Nishaat Mukadam
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
| | - Swathi Kiran
- Aphasia Research Laboratory, Department of Speech, Language and Hearing Sciences, Boston University, Boston, Massachusetts, USA
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The Relationship between Language Control, Semantic Control and Nonverbal Control. Behav Sci (Basel) 2020; 10:bs10110169. [PMID: 33172078 PMCID: PMC7694631 DOI: 10.3390/bs10110169] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/04/2020] [Accepted: 11/04/2020] [Indexed: 11/17/2022] Open
Abstract
The purpose of this study was to examine the relationship between language control, semantic control, and nonverbal control in bilingual aphasia. Twelve bilingual adults with aphasia (BPWA) and 20 age-matched bilingual adults (AMBA) completed a language control task, semantic control task, and nonverbal control task, each designed to examine resistance to distractor interference. AMBA and BPWA exhibited significant effects of control on all tasks. To examine efficiency of control, conflict magnitudes for each task and group were analyzed. Findings revealed that AMBA exhibited larger conflict magnitudes on the semantic control task and nonverbal control task compared to the language control task, whereas BPWA exhibited no difference in conflict magnitudes between the language control task and semantic control task. Further analysis revealed that BPWA semantic control conflict magnitude was smaller than AMBA semantic control conflict magnitude. Taken together, these findings suggest that BPWA present with diminished effects of semantic control. In the final analysis, conflict magnitudes across tasks were correlated. For AMBA, semantic control and nonverbal control conflict magnitudes were significantly correlated, suggesting that these two types of control are related. For BPWA, language control and nonverbal control conflict magnitudes were significantly correlated; however, this finding may capture effects of domain general cognitive control as a function of increased cognitive load, rather than domain general cognitive control as a function of language control.
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Patra A, Bose A, Marinis T. Lexical and Cognitive Underpinnings of Verbal Fluency: Evidence from Bengali-English Bilingual Aphasia. Behav Sci (Basel) 2020; 10:E155. [PMID: 33050055 PMCID: PMC7600573 DOI: 10.3390/bs10100155] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 10/01/2020] [Accepted: 10/03/2020] [Indexed: 01/04/2023] Open
Abstract
Research in bilingual healthy controls (BHC) has illustrated that detailed characterization of verbal fluency along with separate measures of executive control stand to inform our understanding of the lexical and cognitive underpinnings of the task. Such data are currently lacking in bilinguals with aphasia (BWA). We aimed to compare the characteristics of verbal fluency performance (semantic, letter) in Bengali-English BWA and BHC, in terms of cross-linguistic differences, variation on the parameters of bilingualism, and cognitive underpinnings. BWA showed significant differences on verbal fluency variables where executive control demands were higher (fluency difference score, number of switches, between-cluster pauses); whilst performed similarly on variables where executive control demands were lower (cluster size, within-cluster pauses). Despite clear cross-linguistic advantage in Bengali for BHC, no cross-linguistic differences were noted in BWA. BWA who were most affected in the independent executive control measures also showed greater impairment in letter fluency condition. Correlation analyses revealed a significant relationship for BWA between inhibitory control and number of correct responses, initial retrieval time, and number of switches. This research contributes to the debate of underlying mechanisms of word retrieval deficits in aphasia, and adds to the nascent literature of BWA in South Asian languages.
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Affiliation(s)
- Abhijeet Patra
- School of Psychology and Clinical Language Sciences, University of Reading, Reading RG6 7BE, UK;
- Moss Rehabilitation Research Institute, Elkins Park, PA 19027, USA
| | - Arpita Bose
- School of Psychology and Clinical Language Sciences, University of Reading, Reading RG6 7BE, UK;
| | - Theodoros Marinis
- School of Psychology and Clinical Language Sciences, University of Reading, Reading RG6 7BE, UK;
- Department of Linguistics, University of Konstanz, D-78457 Konstanz, Germany
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Carpenter E, Rao L, Peñaloza C, Kiran S. Verbal fluency as a measure of lexical access and cognitive control in bilingual persons with aphasia. APHASIOLOGY 2020; 34:1341-1362. [PMID: 34366537 PMCID: PMC8341392 DOI: 10.1080/02687038.2020.1759774] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 04/18/2020] [Indexed: 06/03/2023]
Abstract
BACKGROUND Lexical access in bilinguals can be influenced by the demands that different interactional contexts pose on cognitive control processes (Green & Abutalebi, 2013: Adaptive Control Hypothesis; Green, 1998: Inhibitory Control Model). However, how varying cognitive control demands impact lexical access in bilingual persons with aphasia (BPWA) remains unclear. Verbal fluency tasks may provide valuable insights into the interplay between cognitive control and lexical access in BPWA by addressing word generation abilities in language contexts that exert varying degrees of cognitive control effort. AIMS The present study aimed to examine the performance of BPWA on a semantic category generation task that required word retrieval in single and dual-language contexts under varying cognitive control demands and a traditional letter fluency task conducted in single-language contexts. We also examined the associations between verbal fluency performance and (i) bilingual language history, and (ii) performance on standardized language assessments in both BPWA and healthy bilinguals. METHODS AND PROCEDURES Thirteen Spanish-English BPWA and twenty-two Spanish-English healthy bilinguals completed a language use questionnaire, verbal fluency testing and standardized language assessments in each language. The semantic category generation task included four conditions: two conditions examined word retrieval in the first-acquired (L1) and second-acquired language (L2) in single language contexts (No Switch-L1 and No Switch-L2) and two conditions elicited word retrieval in dual-language contexts (Self-Switch and Forced-Switch) with low and high cognitive control demands by allowing or restricting switching across languages. The letter fluency task was administered in single language contexts only (F, A, S for English and P, M, R for Spanish). Verbal fluency performance was compared across conditions and groups using multivariate analyses. Further, correlational analyses were used to examine associations between verbal fluency tasks and bilingual language history, language assessments, and cognitive function. OUTCOMES AND RESULTS Overall, the healthy bilinguals produced a higher proportion of accurate words in both verbal fluency tasks relative to the BPWA. Results indicate that BPWA were more sensitive to the effects of increased cognitive control on lexical access relative to healthy bilinguals. BPWA and healthy bilinguals' performance on both verbal fluency tasks was associated with metrics of bilingual language history and standardized language assessments. Additionally, for BPWA, L2 letter fluency performance was associated with cognitive function. CONCLUSIONS Our findings suggest that verbal fluency tasks can help characterize the impact of cognitive control on lexical access in BPWA in single and mixed language contexts with important clinical implications.
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Affiliation(s)
- Erin Carpenter
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, 02215, USA
| | - Leela Rao
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, 02215, USA
| | - Claudia Peñaloza
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, 02215, USA
| | - Swathi Kiran
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, 02215, USA
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Peñaloza C, Barrett K, Kiran S. The influence of prestroke proficiency on poststroke lexical-semantic performance in bilingual aphasia. APHASIOLOGY 2019; 34:1223-1240. [PMID: 33281268 PMCID: PMC7716615 DOI: 10.1080/02687038.2019.1666082] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 09/03/2019] [Indexed: 06/04/2023]
Abstract
BACKGROUND Bilingual persons with aphasia (BWA) may present different degrees and patterns of impairment in their two languages. Previous research suggests that prestroke proficiency may be amongst the factors determining poststroke language impairment in BWA, however this relationship is not well understood. AIMS The purpose of this study was to examine the relationship between prestroke proficiency and poststroke lexical-semantic performance in BWA and to identify common patterns of language impairment in this population. METHODS AND PROCEDURES Twenty-seven Spanish-English BWA (14 female, age range = 29-88 years) were administered a language use questionnaire (LUQ) to measure several aspects of their bilingual language history that contribute to their prestroke proficiency in both languages. They also underwent standardized language assessments tapping lexical-semantic performance in each language. A principal component analysis was first conducted on the LUQ metrics to determine the factors that contributed to prestroke proficiency in each language. Next, regression analyses allowed assessing the relationships between prestroke proficiency and poststroke lexical-semantic performance in both languages. Differences in proficiency and language performance across languages were contrasted prior and after stroke to identify profiles of impairment. OUTCOMES AND RESULTS Prestroke proficiency in the native language was determined by daily use, educational history, lifetime exposure, and language ability rating. Prestroke proficiency in the second language was determined by age of acquisition, daily use, educational history, lifetime exposure, lifetime confidence, family proficiency, and language ability rating. Prestroke proficiency significantly predicted poststroke lexical-semantic performance in BWA in both languages. Twenty-two participants presented parallel impairment while only three presented differential impairment. CONCLUSIONS Our results confirm that prestroke language proficiency is a key predictor of poststroke language impairment in BWA. These findings have important implications for the assessment and diagnosis of aphasia in bilingual individuals.
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Affiliation(s)
- Claudia Peñaloza
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA 02215, USA
| | - Katherine Barrett
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA 02215, USA
| | - Swathi Kiran
- Aphasia Research Laboratory, Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA 02215, USA
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van Zyl M, Pillay B, Kritzinger A, Lekganyane M, Graham M. Significance of speech production errors on cross-linguistic processing in Sepedi-English individuals with bilingual aphasia: a case series analysis. Top Stroke Rehabil 2019; 26:294-306. [PMID: 30913996 DOI: 10.1080/10749357.2019.1593612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND Bilingual aphasia forms a significant part of speech-language pathologists' (SLP) caseload, globally, and specifically in South Africa. Few tools supporting clinical decision-making are available due to limited understanding of typical and disordered cross-linguistic processing (how the languages interact). Speech errors may provide insight about "hidden" bilingual mechanisms. OBJECTIVES To determine what speech errors can impart about cross-linguistic processing, as well as, associated language and impairment variables in Sepedi-English individuals with aphasia. METHOD The case series included six participants, purposively selected from three rehabilitation sites in South Africa. Detailed language and clinical profiles were obtained. Participants performed a confrontation naming task in their most dominant (MDL) and less dominant language (LDL). Responses were audio recorded, transcribed, and analyzed for overall accuracy and error type in MDL and LDL; verified by a Sepedi-speaking linguist and a qualified SLP. RESULTS (1) No statistically significant differences in MDL-LDL naming accuracy were found, supporting recent literature of simultaneous inter-activation of both languages and shared word retrieval mechanisms. All types of speech errors occurred, and semantic errors were produced most frequently and consistently in each participant's MDL and LDL. (2) Language proficiency, language recovery patterns, and aphasia type (Broca's and Anomic) and severity (mild and/or moderate) appeared to be more strongly linked to cross-linguistic processing than Sepedi-English linguistic differences and age of acquisition of both languages. CONCLUSIONS Participants with bilingual aphasia may use typical cross-linguistic and word retrieval mechanisms, concurring with current theories of bilingualism. Findings are preliminary, warranting investigations of other language tasks, modalities, pairs, and related variables.
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Affiliation(s)
- Mianda van Zyl
- a Department of Speech-Language Pathology and Audiology , University of Pretoria , Pretoria , South Africa
| | - Bhavani Pillay
- a Department of Speech-Language Pathology and Audiology , University of Pretoria , Pretoria , South Africa
| | - Alta Kritzinger
- a Department of Speech-Language Pathology and Audiology , University of Pretoria , Pretoria , South Africa
| | - Matemane Lekganyane
- c Department of African Languages , University of Pretoria , Pretoria , South Africa
| | - Marien Graham
- b Department of Science, Mathematics and Technology Education , University of Pretoria , Pretoria , South Africa
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Khachatryan E, Wittevrongel B, De Keyser K, De Letter M, Hulle MMV. Event Related Potential Study of Language Interaction in Bilingual Aphasia Patients. Front Hum Neurosci 2018; 12:81. [PMID: 29556182 PMCID: PMC5844919 DOI: 10.3389/fnhum.2018.00081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 02/15/2018] [Indexed: 11/13/2022] Open
Abstract
Half of the global population can be considered bilingual. Nevertheless when faced with patients with aphasia, clinicians and therapists usually ignore the patient's second language (L2) albeit its interference in first language (L1) processing has been shown. The excellent temporal resolution by which each individual linguistic component can be gaged during word-processing, promoted the event-related potential (ERP) technique for studying language processing in healthy bilinguals and monolingual aphasia patients. However, this technique has not yet been applied in the context of bilingual aphasia. In the current study, we report on L2 interference in L1 processing using the ERP technique in bilingual aphasia. We tested four bilingual- and one trilingual patients with aphasia, as well as several young and older (age-matched with patients) healthy subjects as controls. We recorded ERPs when subjects were engaged in a semantic association judgment task on 122 related and 122 unrelated Dutch word-pairs (prime and target words). In 61 related and 61 unrelated word-pairs, an inter-lingual homograph was used as prime. In these word-pairs, when the target was unrelated to the prime in Dutch (L1), it was associated to the English (L2) meaning of the homograph. Results showed a significant effect of homograph use as a prime on early and/or late ERPs in response to word-pairs related in Dutch or English. Each patient presented a unique pattern of L2 interference in L1 processing as reflected by his/her ERP image. These interferences depended on the patient's pre- and post-morbid L2 proficiency. When the proficiency was high, the L2 interference in L1 processing was higher. Furthermore, the mechanism of interference in patients that were pre-morbidly highly proficient in L2 additionally depended on the frequency of pre-morbid L2 exposure. In summary, we showed that the mechanism behind L2 interference in L1 processing in bilingual patients with aphasia depends on a complex interaction between pre- and post-morbid L2 proficiency, pre- and post-morbid L2 exposure, impairment and the presented stimulus (inter-lingual homographs). Our ERP study complements the usually adopted behavioral approach by providing new insights into language interactions on the level of individual linguistic components in bilingual patients with aphasia.
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Affiliation(s)
- Elvira Khachatryan
- Laboratory for Neuro- and Psychophysiology, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - Benjamin Wittevrongel
- Laboratory for Neuro- and Psychophysiology, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - Kim De Keyser
- Department of Speech, Language and Hearing Sciences, Ghent University, Ghent, Belgium
| | - Miet De Letter
- Department of Speech, Language and Hearing Sciences, Ghent University, Ghent, Belgium
| | - Marc M. Van Hulle
- Laboratory for Neuro- and Psychophysiology, Department of Neuroscience, KU Leuven, Leuven, Belgium
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Bose A, Wood R, Kiran S. Semantic fluency in aphasia: clustering and switching in the course of 1 minute. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2017; 52:334-345. [PMID: 27767243 DOI: 10.1111/1460-6984.12276] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 06/16/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Verbal fluency tasks are included in a broad range of aphasia assessments. It is well documented that people with aphasia (PWA) produce fewer items in these tasks. Successful performance on verbal fluency relies on the integrity of both linguistic and executive control abilities. It remains unclear if limited output in aphasia is solely due to their lexical retrieval difficulties or has a basis in their executive control abilities. Analysis techniques, such as temporal characteristics of word retrieved, clustering and switching, are better positioned to inform the debate surrounding the lexical and/or executive control contribution for success in verbal fluency. AIMS To investigate the differences in quantitative (i.e., number of correct words) and qualitative (i.e., switching, clustering and word-retrieval times) performances on animal fluency task as a function of time between PWA and healthy control speakers (CS). METHODS & PROCEDURES Animal fluency data for 60 s were collected from 34 PWA and 34 CS, and responses were time stamped. The 60-s period was divided into four equal intervals of 15 s each (i.e., 15, 30, 45 and 60 s). The number of correct words, cluster size, number of switches, within-cluster pause and between-cluster pause were evaluated as a function of four 15-s time intervals between PWA and CS. OUTCOMES & RESULTS Compared with CS, PWA produced fewer words, had smaller cluster sizes and switched a fewer number of times. A decrease in the number of switches correlated with an increase in between-cluster pause durations. PWA showed longer within- and between-cluster pauses than CS. The two groups showed specific differences in the temporal pattern of the responses: as time evolved both PWA and CS showed decreased productivity for the number of correct words, but PWA reached the asymptote earlier in the time course than CS, neither group showed a change in cluster size, and the number of switches decreased as a function of time only for CS. CONCLUSIONS & IMPLICATIONS The findings suggest that for PWA the search and retrieval process is less productive and more effortful. This is indicated by smaller cluster size, fewer switches associated with increased between-cluster pause durations, as well as overall slowed retrieval times for the words. This shows that the difficulties with verbal fluency performance in aphasia have a strong basis in their lexical retrieval processes, as well as some difficulties in the executive component of the task.
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Affiliation(s)
- Arpita Bose
- Department of Clinical Language Sciences, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Rosalind Wood
- Department of Clinical Language Sciences, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Swathi Kiran
- Department of Speech, Language, and Hearing Sciences, Boston University, Boston, MA, USA
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Ross K, Johnson JP, Kiran S. Multi-step treatment for acquired alexia and agraphia (part II): a dual-route error scoring system. Neuropsychol Rehabil 2017; 29:565-604. [DOI: 10.1080/09602011.2017.1311796] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Katrina Ross
- Department of Speech, Language & Hearing Sciences, Boston University, Boston, USA
| | - Jeffrey P. Johnson
- Department of Speech, Language & Hearing Sciences, Boston University, Boston, USA
| | - Swathi Kiran
- Department of Speech, Language & Hearing Sciences, Boston University, Boston, USA
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Khachatryan E, Vanhoof G, Beyens H, Goeleven A, Thijs V, Van Hulle MM. Language processing in bilingual aphasia: a new insight into the problem. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2016; 7:180-96. [PMID: 26990465 DOI: 10.1002/wcs.1384] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 01/06/2016] [Accepted: 01/13/2016] [Indexed: 11/10/2022]
Abstract
There is increasing evidence that a bilingual person should not be considered as two monolinguals in a single body, a view that has gradually been adopted in the diagnosis and treatment of bilingual aphasia. However, its investigation is complicated due to the large variety in possible language combinations, pre- and postmorbid language proficiencies, and age of second language acquisition. Furthermore, the tests and tasks used to assess linguistic capabilities differ in almost every study, hindering a direct comparison of their outcomes. Behavioral, electrophysiological, and neuroimaging data from healthy population show that the processing of second language domains (semantics, syntax, morphology) depends on factors such as age and method of acquisition, proficiency level and environment in which the second language was acquired. A number of single and multiple case reports that rely on behavioral testing of bilingual aphasics replicate these results. Additionally, they show that the patient's performance depends on the size and location of the lesion, as well as language typology and morphological characteristics. Furthermore, the impairment and recovery patterns and recovery generalization from treated to untreated language depend on the lexical and orthographic distances between the two languages. For healthy bilinguals, language processing is usually studied in comparison to monolinguals. We advocate that a good starting point for identifying patterns specific for bilingual aphasia is to compare patient studies of bilinguals and monolinguals.
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Affiliation(s)
- Elvira Khachatryan
- Laboratory of Neuro- & Psychophysiology, Department of Neuroscience, KULeuven - University of Leuven, Leuven, Belgium
| | - Gertie Vanhoof
- Department of Speech and Language Therapy, University Hospitals Leuven, Leuven, Belgium
| | - Hilde Beyens
- Department of Physical Medicine and Rehabilitation, University Hospitals Leuven, Leuven, Belgium
| | - Ann Goeleven
- Department of Speech and Language Therapy, University Hospitals Leuven, Leuven, Belgium.,Department of Neuroscience, University Leuven, Leuven, Belgium
| | - Vincent Thijs
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium.,Vesalius Research Center, Leuven, Belgium
| | - Marc M Van Hulle
- Laboratory of Neuro- & Psychophysiology, Department of Neuroscience, KULeuven - University of Leuven, Leuven, Belgium
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