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Cordella C, Di Filippo L, Kolachalama VB, Kiran S. Connected Speech Fluency in Poststroke and Progressive Aphasia: A Scoping Review of Quantitative Approaches and Features. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024; 33:2091-2128. [PMID: 38652820 PMCID: PMC11253646 DOI: 10.1044/2024_ajslp-23-00208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/09/2023] [Accepted: 01/08/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE Speech fluency has important diagnostic implications for individuals with poststroke aphasia (PSA) as well as primary progressive aphasia (PPA), and quantitative assessment of connected speech has emerged as a widely used approach across both etiologies. The purpose of this review was to provide a clearer picture on the range, nature, and utility of individual quantitative speech/language measures and methods used to assess connected speech fluency in PSA and PPA, and to compare approaches across etiologies. METHOD We conducted a scoping review of literature published between 2012 and 2022 following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guidelines. Forty-five studies were included in the review. Literature was charted and summarized by etiology and characteristics of included patient populations and method(s) used for derivation and analysis of speech/language features. For a subset of included articles, we also charted the individual quantitative speech/language features reported and the level of significance of reported results. RESULTS Results showed that similar methodological approaches have been used to quantify connected speech fluency in both PSA and PPA. Two hundred nine individual speech-language features were analyzed in total, with low levels of convergence across etiology on specific features but greater agreement on the most salient features. The most useful features for differentiating fluent from nonfluent aphasia in both PSA and PPA were features related to overall speech quantity, speech rate, or grammatical competence. CONCLUSIONS Data from this review demonstrate the feasibility and utility of quantitative approaches to index connected speech fluency in PSA and PPA. We identified emergent trends toward automated analysis methods and data-driven approaches, which offer promising avenues for clinical translation of quantitative approaches. There is a further need for improved consensus on which subset of individual features might be most clinically useful for assessment and monitoring of fluency. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25537237.
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Affiliation(s)
- Claire Cordella
- Department of Speech, Language and Hearing Sciences, Boston University, MA
| | - Lauren Di Filippo
- Department of Speech, Language and Hearing Sciences, Boston University, MA
| | - Vijaya B. Kolachalama
- Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, MA
- Department of Computer Science and Faculty of Computing & Data Sciences, Boston University, MA
| | - Swathi Kiran
- Department of Speech, Language and Hearing Sciences, Boston University, MA
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Casilio M, Kasdan AV, Schneck SM, Entrup JL, Levy DF, Crouch K, Wilson SM. Situating word deafness within aphasia recovery: A case report. Cortex 2024; 173:96-119. [PMID: 38387377 PMCID: PMC11073474 DOI: 10.1016/j.cortex.2023.12.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 10/02/2023] [Accepted: 12/26/2023] [Indexed: 02/24/2024]
Abstract
Word deafness is a rare neurological disorder often observed following bilateral damage to superior temporal cortex and canonically defined as an auditory modality-specific deficit in word comprehension. The extent to which word deafness is dissociable from aphasia remains unclear given its heterogeneous presentation, and some have consequently posited that word deafness instead represents a stage in recovery from aphasia, where auditory and linguistic processing are affected to varying degrees and improve at differing rates. Here, we report a case of an individual (Mr. C) with bilateral temporal lobe lesions whose presentation evolved from a severe aphasia to an atypical form of word deafness, where auditory linguistic processing was impaired at the sentence level and beyond. We first reconstructed in detail Mr. C's stroke recovery through medical record review and supplemental interviewing. Then, using behavioral testing and multimodal neuroimaging, we documented a predominant auditory linguistic deficit in sentence and narrative comprehension-with markedly reduced behavioral performance and absent brain activation in the language network in the spoken modality exclusively. In contrast, Mr. C displayed near-unimpaired behavioral performance and robust brain activations in the language network for the linguistic processing of words, irrespective of modality. We argue that these findings not only support the view of word deafness as a stage in aphasia recovery but also further instantiate the important role of left superior temporal cortex in auditory linguistic processing.
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Affiliation(s)
| | - Anna V Kasdan
- Vanderbilt University Medical Center, Nashville, TN, USA; Vanderbilt Brain Institute, TN, USA
| | | | | | - Deborah F Levy
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kelly Crouch
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Stephen M Wilson
- Vanderbilt University Medical Center, Nashville, TN, USA; School of Health and Rehabilitation Sciences, University of Queensland, Brisbane, QLD, Australia
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Svaldi C, Paquier P, Keulen S, van Elp H, Catsman-Berrevoets C, Kingma A, Jonkers R, Kohnen S, de Aguiar V. Characterising the Long-Term Language Impairments of Children Following Cerebellar Tumour Surgery by Extracting Psycholinguistic Properties from Spontaneous Language. CEREBELLUM (LONDON, ENGLAND) 2024; 23:523-544. [PMID: 37184608 PMCID: PMC10951034 DOI: 10.1007/s12311-023-01563-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/26/2023] [Indexed: 05/16/2023]
Abstract
Following cerebellar tumour surgery, children may suffer impairments of spontaneous language. Yet, the language processing deficits underlying these impairments are poorly understood. This study is the first to try to identify these deficits for four levels of language processing in cerebellar tumour survivors. The spontaneous language of twelve patients who underwent cerebellar tumour surgery (age range 3-24 years) was compared against his or her controls using individual case statistics. A distinction was made between patients who experienced postoperative cerebellar mutism syndrome (pCMS) and those who did not. Time since surgery ranged between 11 months and 12;3 years. In order to identify the impaired language processing levels at each processing level (i.e., lexical, semantic, phonological and/or morphosyntactic) nouns and verbs produced in the spontaneous language samples were rated for psycholinguistic variables (e.g., concreteness). Standard spontaneous language measures (e.g., type-token ratio) were calculated as well. First, inter-individual heterogeneity was observed in the spontaneous language outcomes in both groups. Nine out of twelve patients showed language processing deficits three of whom were diagnosed with pCMS. Results implied impairments across all levels of language processing. In the pCMS-group, the impairments observed were predominantly morphosyntactic and semantic, but the variability in nature of the spontaneous language impairments was larger in the non-pCMS-group. Patients treated with cerebellar tumour surgery may show long-term spontaneous language impairments irrespective of a previous pCMS diagnosis. Individualised and comprehensive postoperative language assessments seem necessary, given the inter-individual heterogeneity in the language outcomes.
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Affiliation(s)
- Cheyenne Svaldi
- Center for Language and Cognition, University of Groningen, PO box 716, 9700 AS, Groningen, the Netherlands.
- Clinical and Experimental Neurolinguistics (CLIEN), Brussels Centre for Language Studies (BCLS), Language, Brain and Cognition, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050, Brussels, Belgium.
- School of Psychological Sciences, Macquarie University, University Avenue, Macquarie Park, NSW, 2109, Australia.
- International Doctorate for Experimental Approaches to Language and Brain (IDEALAB), Newcastle University, Newcastle Upon Tyne, UK; Macquarie University, Sydney, Australia; University of Potsdam, Potsdam, Germany; University of Groningen, , Groningen, the Netherlands.
| | - Philippe Paquier
- Clinical and Experimental Neurolinguistics (CLIEN), Brussels Centre for Language Studies (BCLS), Language, Brain and Cognition, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050, Brussels, Belgium
- Centre for Research in Cognition and Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Avenue Franklin D. Roosevelt 50, 1050, Brussels, Belgium
- Department of Translational Neurosciences (TNW), Universiteit Antwerpen (UA), Universiteitsplein 1, 2610, Antwerp, Belgium
| | - Stefanie Keulen
- Clinical and Experimental Neurolinguistics (CLIEN), Brussels Centre for Language Studies (BCLS), Language, Brain and Cognition, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050, Brussels, Belgium
| | - Henrieke van Elp
- Center for Language and Cognition, University of Groningen, PO box 716, 9700 AS, Groningen, the Netherlands
| | - Coriene Catsman-Berrevoets
- Department of Paediatric Neurology Erasmus Medical Centre, Sophia Children's Hospital Rotterdam, Dr Molewaterplein 40, 3015 GD, Rotterdam, the Netherlands
| | - Annet Kingma
- Department of Paediatrics, University Medical Centre Groningen, Hanzeplein 1, 9700 RB, Groningen, the Netherlands
| | - Roel Jonkers
- Center for Language and Cognition, University of Groningen, PO box 716, 9700 AS, Groningen, the Netherlands
| | - Saskia Kohnen
- School of Psychological Sciences, Macquarie University, University Avenue, Macquarie Park, NSW, 2109, Australia
| | - Vânia de Aguiar
- Center for Language and Cognition, University of Groningen, PO box 716, 9700 AS, Groningen, the Netherlands
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Zevgolatakou E, Thye M, Mirman D. Behavioural and neural structure of fluent speech production deficits in aphasia. Brain Commun 2022; 5:fcac327. [PMID: 36601623 PMCID: PMC9798301 DOI: 10.1093/braincomms/fcac327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/03/2022] [Accepted: 12/12/2022] [Indexed: 12/15/2022] Open
Abstract
Deficits in fluent speech production following left hemisphere stroke are a central concern because of their impact on patients' lives and the insight they provide about the neural organization of language processing. Fluent speech production requires the rapid coordination of phonological, semantic, and syntactic processing, so this study examined how deficits in connected speech relate to these language sub-systems. Behavioural data (N = 69 participants with aphasia following left hemisphere stroke) consisted of a diverse and comprehensive set of narrative speech production measures and measures of overall severity, semantic deficits, and phonological deficits. These measures were entered into a principal component analysis with bifactor rotation-a latent structure model where each item loads on a general factor that reflects what is common among the items, and orthogonal factors that explain variance not accounted for by the general factor. Lesion data were available for 58 of the participants, and each factor score was analysed with multivariate lesion-symptom mapping. Effects of connectivity disruption were evaluated using robust regression with tract disconnection or graph theoretic measures of connectivity as predictors. The principal component analysis produced a four-factor solution that accounted for 70.6% of the variance in the data, with a general factor corresponding to the overall severity and length and complexity of speech output (complexity factor), a lexical syntax factor, and independent factors for Semantics and Phonology. Deficits in the complexity of speech output were associated with a large temporo-parietal region, similar to overall aphasia severity. The lexical syntax factor was associated with damage in a relatively small set of fronto-parietal regions which may reflect the recruitment of control systems to support retrieval and correct usage of lexical items that primarily serve a syntactic rather than semantic function. Tract-based measures of connectivity disruption were not statistically associated with the deficit scores after controlling for overall lesion volume. Language network efficiency and average clustering coefficient within the language network were significantly associated with deficit scores after controlling for overall lesion volume. These results highlight overall severity as the critical contributor to fluent speech in post-stroke aphasia, with a dissociable factor corresponding to lexical syntax.
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Affiliation(s)
- Eleni Zevgolatakou
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh EH8 9JZ, UK
| | - Melissa Thye
- Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh EH8 9JZ, UK
| | - Daniel Mirman
- Correspondence to: Daniel Mirman Department of Psychology, 7 George Square Edinburgh EH8 9JZ, UK E-mail:
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Ezzes Z, Schneck SM, Casilio M, Fromm D, Mefford A, de Riesthal MR, Wilson SM. An open dataset of connected speech in aphasia with consensus ratings of auditory-perceptual features. DATA 2022; 7:148. [PMID: 37908282 PMCID: PMC10617630 DOI: 10.3390/data7110148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023] Open
Abstract
Purpose Auditory-perceptual rating of connected speech in aphasia (APROCSA) involves trained listeners rating a large number of perceptual features of speech samples, and has shown promise as an approach for quantifying expressive speech and language function in individuals with aphasia. The aim of this study was to obtain consensus ratings for a diverse set of speech samples, which can then be used as training materials for learning the APROCSA system. Method Connected speech samples were recorded from six individuals with chronic post-stroke aphasia. A segment containing the first five minutes of participant speech was excerpted from each sample, and 27 features were rated on a five-point scale by five researchers. The researchers then discussed each feature in turn to obtain consensus ratings. Results Six connected speech samples are made freely available for research, education, and clinical uses. Consensus ratings are reported for each of the 27 features, for each speech sample. Discrepancies between raters were resolved through discussion, yielding consensus ratings that can be expected to be more accurate than mean ratings. Conclusions The dataset will provide a useful resource for scientists, students, and clinicians to learn how to evaluate aphasic speech samples with an auditory-perceptual approach.
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Affiliation(s)
- Zoe Ezzes
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
| | - Sarah M Schneck
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
| | - Marianne Casilio
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
| | - Davida Fromm
- Department of Psychology, Carnegie Mellon University
| | - Antje Mefford
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
| | | | - Stephen M Wilson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
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Gordon JK, Clough S. How Do Clinicians Judge Fluency in Aphasia? JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:1521-1542. [PMID: 35271379 DOI: 10.1044/2021_jslhr-21-00484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
PURPOSE Aphasia fluency is multiply determined by underlying impairments in lexical retrieval, grammatical formulation, and speech production. This poses challenges for establishing a reliable and feasible tool to measure fluency in the clinic. We examine the reliability and validity of perceptual ratings and clinical perspectives on the utility and relevance of methods used to assess fluency. METHOD In an online survey, 112 speech-language pathologists rated spontaneous speech samples from 181 people with aphasia (PwA) on eight perceptual rating scales (overall fluency, speech rate, pausing, effort, melody, phrase length, grammaticality, and lexical retrieval) and answered questions about their current practices for assessing fluency in the clinic. RESULTS Interrater reliability for the eight perceptual rating scales ranged from fair to good. The most reliable scales were speech rate, pausing, and phrase length. Similarly, clinicians' perceived fluency ratings were most strongly correlated to objective measures of speech rate and utterance length but were also related to grammatical complexity, lexical diversity, and phonological errors. Clinicians' ratings reflected expected aphasia subtype patterns: Individuals with Broca's and transcortical motor aphasia were rated below average on fluency, whereas those with anomic, conduction, and Wernicke's aphasia were rated above average. Most respondents reported using multiple methods in the clinic to measure fluency but relying most frequently on subjective judgments. CONCLUSIONS This study lends support for the use of perceptual rating scales as valid assessments of speech-language production but highlights the need for a more reliable method for clinical use. We describe next steps for developing such a tool that is clinically feasible and helps to identify the underlying deficits disrupting fluency to inform treatment targets. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.19326419.
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Affiliation(s)
- Jean K Gordon
- Department of Communication Sciences and Disorders, The University of Iowa, Iowa City
| | - Sharice Clough
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Zhang M, Geng L, Yang Y, Ding H. Cohesion in the discourse of people with post-stroke aphasia. CLINICAL LINGUISTICS & PHONETICS 2021; 35:2-18. [PMID: 32200658 DOI: 10.1080/02699206.2020.1734864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Revised: 02/18/2020] [Accepted: 02/22/2020] [Indexed: 06/10/2023]
Abstract
Aphasic discourse has been investigated through two major approaches: a micro-linguistic approach and a macro one, but the separate analysis of the micro and macro aspects of aphasic discourse has led to a noticeable gap between them. Cohesion analysis is one of the possible ways that can directly connect these two aspects. However, few studies have investigated cohesion in aphasic discourse in an integrated manner. The present study employs a mixed-methods approach to examine whether and how patients with fluent and non-fluent stroke-induced aphasia differ from normal individuals in the cohesion of their discourse, aiming to provide a more comprehensive understanding of this issue. We compared the use of cohesive devices in the discourse of 7 non-fluent aphasics (4 males, mean age = 70.9) and 9 fluent aphasics (4 males, mean age = 70.7) against 16 non-aphasic controls (NACs) (8 males, mean age = 71.0). Transcripts were analysed and conclusions were drawn based on the combination of quantitative and qualitative observations. As predicted, discourse by aphasic participants is less cohesive than that by non-aphasic participants and the three groups' discourse differs from each other in the distribution of cohesion categories, with non-fluent aphasics having more trouble in using grammatical cohesive devices while fluent aphasics more severely affected in constructing lexical cohesion. Results suggest that cohesion in post-stroke aphasic discourse may vary between different aphasia types and thus can be rather complicated. Additional work involving more aphasia types and more dimensions of discourse cohesion is needed to provide further insight into this question.
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Affiliation(s)
- Minyue Zhang
- Speech-Language-Hearing Center, School of Foreign Languages, Shanghai Jiao Tong University , Shanghai, China
| | - Luyuan Geng
- Department of English, School of Foreign Languages, East China Normal University , Shanghai, China
| | - Yanning Yang
- Department of English, School of Foreign Languages, East China Normal University , Shanghai, China
| | - Hongwei Ding
- Speech-Language-Hearing Center, School of Foreign Languages, Shanghai Jiao Tong University , Shanghai, China
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8
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Gordon JK. Factor Analysis of Spontaneous Speech in Aphasia. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2020; 63:4127-4147. [PMID: 33197361 DOI: 10.1044/2020_jslhr-20-00340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Purpose Spontaneous speech tasks are critically important for characterizing spoken language production deficits in aphasia and for assessing the impact of therapy. The utility of such tasks arises from the complex interaction of linguistic demands (word retrieval, sentence formulation, articulation). However, this complexity also makes spontaneous speech hugely variable and difficult to assess. The current study aimed to simplify the problem by identifying latent factors underlying performance in spontaneous speech in aphasia. The ecological validity of the factors was examined by examining how well the factor structures corresponded to traditionally defined aphasia subtypes. Method A factor analysis was conducted on 17 microlinguistic measures of narratives from 274 individuals with aphasia in AphasiaBank. The resulting factor scores were compared across aphasia subtypes. Supervised (linear discriminant analysis) and unsupervised (latent profile analysis) classification techniques were then conducted on the factor scores and the solutions compared to traditional aphasia subtypes. Results Six factors were identified. Two reflected aspects of fluency, one at the phrase level (Phrase Building) and one at the narrative level (Narrative Productivity). Two other factors reflected the accuracy of productions, one at the word level (Semantic Anomaly) and one at the utterance level (Grammatical Error). The other two factors reflected the complexity of sentence structures (Grammatical Complexity) and the use of repair behaviors (Repair), respectively. Linear discriminant analyses showed that only about two thirds of speakers were classified correctly and that misclassifications were similar to disagreements between clinical diagnoses. The most accurately diagnosed syndromes were the largest groups-Broca's and anomic aphasia. The latent profile analysis also generated profiles similar to Broca's and anomic aphasia but separated some subtypes according to severity. Conclusions The factor solution and the classification analyses reflected broad patterns of spontaneous speech performance in a large and representative sample of individuals with aphasia. However, such data-driven approaches present a simplified picture of aphasia patterns, much as traditional syndrome categories do. To ensure ecological validity, a hybrid approach is recommended, balancing population-level analyses with examination of performance at the level of theoretically specified subgroups or individuals. Supplemental Material https://doi.org/10.23641/asha.13232354.
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Affiliation(s)
- Jean K Gordon
- Department of Communication Sciences and Disorders, University of Iowa, Iowa City
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9
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Ossewaarde R, Jonkers R, Jalvingh F, Bastiaanse R. Quantifying the Uncertainty of Parameters Measured in Spontaneous Speech of Speakers With Dementia. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2020; 63:2255-2270. [PMID: 32598210 DOI: 10.1044/2020_jslhr-19-00222] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Purpose Corpus analyses of spontaneous language fragments of varying length provide useful insights in the language change caused by brain damage, such as caused by some forms of dementia. Sample size is an important experimental parameter to consider when designing spontaneous language analyses studies. Sample length influences the confidence levels of analyses. Machine learning approaches often favor to use as much language as available, whereas language evaluation in a clinical setting is often based on truncated samples to minimize annotation labor and to limit any discomfort for participants. This article investigates, using Bayesian estimation of machine learned models, what the ideal text length should be to minimize model uncertainty. Method We use the Stanford parser to extract linguistic variables and train a statistic model to distinguish samples by speakers with no brain damage from samples by speakers with probable Alzheimer's disease. We compare the results to previously published models that used CLAN for linguistic analysis. Results The uncertainty around six individual variables and its relation to sample length are reported. The same model with linguistic variables that is used in all three experiments can predict group membership better than a model without them. One variable (concept density) is more informative when measured using the Stanford tools than when measured using CLAN. Conclusion For our corpus of German speech, the optimal sample length is found to be around 700 words long. Longer samples do not provide more information.
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Affiliation(s)
- Roelant Ossewaarde
- Center for Language and Cognition Groningen, Rijksuniversiteit Groningen, the Netherlands
- Institute for ICT, HU University of Applied Science, Utrecht, the Netherlands
| | - Roel Jonkers
- Center for Language and Cognition Groningen, Rijksuniversiteit Groningen, the Netherlands
| | - Fedor Jalvingh
- Center for Language and Cognition Groningen, Rijksuniversiteit Groningen, the Netherlands
| | - Roelien Bastiaanse
- Center for Language and Cognition Groningen, Rijksuniversiteit Groningen, the Netherlands
- Center for Language and Brain, NRU Higher School of Economics, Moscow, Russia
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Ray PP, Dash D, De D. A Systematic Review and Implementation of IoT-Based Pervasive Sensor-Enabled Tracking System for Dementia Patients. J Med Syst 2019; 43:287. [PMID: 31317281 DOI: 10.1007/s10916-019-1417-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 07/08/2019] [Indexed: 01/06/2023]
Abstract
In today's world, 46.8 million people suffer from brain related diseases. Dementia is most prevalent of all. In general scenario, a dementia patient lacks proper guidance in searching out the way to return back at his/her home. Thus, increasing the risk of getting damaged at individual-health level. Therefore, it is important to track their movement in more sophisticated manner as possible. With emergence of wearables, GPS sensors and Internet of Things (IoT), such devices have become available in public domain. Smartphone apps support caregiver to locate the dementia patients in real-time. RF, GSM, 3G, Wi-Fi and 4G technology fill the communication gap between patient and caregiver to bring them closer. In this paper, we incorporated 7 most popular wearables for investigation to seek appropriateness for dementia tracking in recent times in systematic manners. We performed an in-depth review of these wearables as per the cost, technology wise and application wise characteristics. A case novel study i.e. IoT-based Force Sensor Resistance enabled System-FSRIoT, has been proposed and implemented to validate the effectiveness of IoT in the domain of smarter dementia patient tracking in wearable form factor. The results show promising aspect of a whole new notion to leverage efficient assistive physio-medical healthcare to the dementia patients and the affected family members to reduce life risks and achieve a better social life.
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Affiliation(s)
- Partha Pratim Ray
- Department of Computer Applications, Sikkim University, Gangtok, India.
| | - Dinesh Dash
- Department of Computer Science and Engineering, NIT Patna, Patna, India
| | - Debashis De
- Department of Computer Science and Engineering, MAKAUT, Kolkata, India
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11
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Abstract
PURPOSE OF REVIEW Aphasia is often characterized in terms of subtype and severity, yet these constructs have limited explanatory power, because aphasia is inherently multifactorial both in its neural substrates and in its symptomatology. The purpose of this review is to survey current and emerging multivariate approaches to understanding aphasia. RECENT FINDINGS Techniques such as factor analysis and principal component analysis have been used to define latent underlying factors that can account for performance on batteries of speech and language tests, and for characteristics of spontaneous speech production. Multivariate lesion-symptom mapping has been shown to outperform univariate approaches to lesion-symptom mapping for identifying brain regions where damage is associated with specific speech and language deficits. It is increasingly clear that structural damage results in functional changes in wider neural networks, which mediate speech and language outcomes. Multivariate statistical approaches are essential for understanding the complex relationships between the neural substrates of aphasia, and resultant profiles of speech and language function.
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Affiliation(s)
- Stephen M Wilson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - William D Hula
- Audiology and Speech Pathology Program, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Department of Communication Science and Disorders, University of Pittsburgh, Pittsburgh, PA, USA
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12
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Casilio M, Rising K, Beeson PM, Bunton K, Wilson SM. Auditory-Perceptual Rating of Connected Speech in Aphasia. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2019; 28:550-568. [PMID: 31136232 PMCID: PMC6802867 DOI: 10.1044/2018_ajslp-18-0192] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Purpose Auditory-perceptual assessment, in which trained listeners rate a large number of perceptual features of speech samples, is the gold standard for the differential diagnosis of motor speech disorders. The goal of this study was to investigate the feasibility of applying a similar, formalized auditory-perceptual approach to the assessment of language deficits in connected speech samples from individuals with aphasia. Method Twenty-seven common features of connected speech in aphasia were defined, each of which was rated on a 5-point scale. Three experienced researchers evaluated 24 connected speech samples from the AphasiaBank database, and 12 student clinicians evaluated subsets of 8 speech samples each. We calculated interrater reliability for each group of raters and investigated the validity of the auditory-perceptual approach by comparing feature ratings to related quantitative measures derived from transcripts and clinical measures, and by examining patterns of feature co-occurrence. Results Most features were rated with good-to-excellent interrater reliability by researchers and student clinicians. Most features demonstrated strong concurrent validity with respect to quantitative connected speech measures computed from AphasiaBank transcripts and/or clinical aphasia battery subscores. Factor analysis showed that 4 underlying factors, which we labeled Paraphasia, Logopenia, Agrammatism, and Motor Speech, accounted for 79% of the variance in connected speech profiles. Examination of individual patients' factor scores revealed striking diversity among individuals classified with a given aphasia type. Conclusion Auditory-perceptual rating of connected speech in aphasia shows potential to be a comprehensive, efficient, reliable, and valid approach for characterizing connected speech in aphasia.
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Affiliation(s)
- Marianne Casilio
- Department of Speech, Language, and Hearing Sciences, The University of Arizona, Tucson
| | - Kindle Rising
- Department of Speech, Language, and Hearing Sciences, The University of Arizona, Tucson
| | - Pélagie M. Beeson
- Department of Speech, Language, and Hearing Sciences, The University of Arizona, Tucson
- Department of Neurology, The University of Arizona, Tucson
| | - Kate Bunton
- Department of Speech, Language, and Hearing Sciences, The University of Arizona, Tucson
| | - Stephen M. Wilson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Martínez-Ferreiro S, Ishkhanyan B, Rosell-Clarí V, Boye K. Prepositions and pronouns in connected discourse of individuals with aphasia. CLINICAL LINGUISTICS & PHONETICS 2018; 33:497-517. [PMID: 30526143 DOI: 10.1080/02699206.2018.1551935] [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: 12/22/2017] [Revised: 09/24/2018] [Accepted: 11/21/2018] [Indexed: 06/09/2023]
Abstract
The lexical-grammatical divide has been a widely addressed topic in aphasia. Speech parts are generally classified as either belonging to a lexical or a grammatical category based on the frequency of acquisition of new members in their paradigms (open vs. closed classes), thus neglecting heterogeneity within categories. Such an approach has led to contradictory findings. First, prepositions form closed classes, but are classically taken as lexical items. Pronouns, also belonging to a closed class, are analyzed as grammatical elements. Second, both within the group of prepositions and pronouns, forms with different syntactic and semantic properties co-exist. Following the theoretical notions granted by a usage-based theory of grammar, the ProGram theory, and taking focalizability as the classification criteria, we hypothesize that individuals with non-fluent aphasias will experience more severe problems with grammatical prepositions and pronouns, given that these elements are secondary and dependent, whereas informants in the fluent group will experience more severe trouble with lexical forms, potentially primary and independent. We focused on the performance of nine Spanish-speaking individuals with aphasia from the Rosell (2005) corpus. Samples of 300 words were transcribed and analyzed. As predicted, grammatical prepositions were found to be more severely compromised in the speech output of individuals with deficits of motor predominance, whereas lexical prepositions are more severely affected in individuals with deficits of sensory predominance. Although less conclusively, the same tendency holds in the case of pronouns. Our results, consistent with previous findings, confirm the heterogeneity of prepositions and pronouns, which should no longer be analyzed en bloc.
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Affiliation(s)
- Silvia Martínez-Ferreiro
- a Department of Nordic Studies and Linguistics , University of Copenhagen , Copenhagen , Denmark
| | - Byurakn Ishkhanyan
- b Department of Linguistics and Language Technology , University of Eastern Finland , Finland
| | - Vicente Rosell-Clarí
- c Department of Basic Psychology & Speech Therapy Clinic , University of Valencia , Valencia , Spain
| | - Kasper Boye
- a Department of Nordic Studies and Linguistics , University of Copenhagen , Copenhagen , Denmark
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Vandenborre D, Visch-Brink E, van Dun K, Verhoeven J, Mariën P. Oral and written picture description in individuals with aphasia. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2018; 53:294-307. [PMID: 29119700 DOI: 10.1111/1460-6984.12348] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 09/14/2017] [Accepted: 09/19/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Aphasia is characterized by difficulties in connected speech/writing. AIMS To explore the differences between the oral and written description of a picture in individuals with chronic aphasia (IWA) and healthy controls. Descriptions were controlled for productivity, efficiency, grammatical organization, substitution behaviour and discourse organization. METHODS & PROCEDURES Fifty IWA and 50 healthy controls matched for age, gender and education provided an oral and written description of a black-and-white situational drawing from the Dutch version of the Comprehensive Aphasia Test. Between- and within-group analyses were carried out and the reliability of the test instrument was assessed. OUTCOMES & RESULTS The language samples of the healthy controls were more elaborate, more efficient, syntactically richer, more coherent, and consisted of fewer spoken and written language errors than the samples of the IWA. Within-group comparisons showed that connected writing is more sensitive than connected speech to capture aphasic symptoms. CONCLUSIONS & IMPLICATIONS The analysis of both modalities (speech and writing) at the discourse level allows one to assess simultaneously micro- and macro-linguistic skills and their potential interrelations in a given IWA. Connected writing appears to be more sensitive in discriminating IWA from healthy controls than connected speech. This method for analyzing language samples should, however, be used in conjunction with other assessment tools.
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Affiliation(s)
- Dorien Vandenborre
- Clinical and Experimental Neurolinguistics, Vrije Universiteit Brussel, Brussels, Belgium
- Thomas More, Antwerp, Belgium
| | - Evy Visch-Brink
- Department of Neurology and Neurosurgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Kim van Dun
- Clinical and Experimental Neurolinguistics, Vrije Universiteit Brussel, Brussels, Belgium
| | - Jo Verhoeven
- School of Health Sciences, Division of Language and Communication Science, City University London, London, UK
- CLIPS, University of Antwerp, Antwerp, Belgium
| | - Peter Mariën
- Clinical and Experimental Neurolinguistics, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Neurology and Memory Clinic, ZNA Middelheim Hospital, Antwerp, Belgium
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Rofes A, Talacchi A, Santini B, Pinna G, Nickels L, Bastiaanse R, Miceli G. Language in individuals with left hemisphere tumors: Is spontaneous speech analysis comparable to formal testing? J Clin Exp Neuropsychol 2018; 40:722-732. [PMID: 29383968 DOI: 10.1080/13803395.2018.1426734] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND The relationship between spontaneous speech and formal language testing in people with brain tumors (gliomas) has been rarely studied. In clinical practice, formal testing is typically used, while spontaneous speech is less often evaluated quantitatively. However, spontaneous speech is quicker to sample and may be less prone to test/retest effects, making it a potential candidate for assessing language impairments when there is restricted time or when the patient is unable to undertake prolonged testing. AIM To assess whether quantitative spontaneous speech analysis and formal testing detect comparable language impairments in people with gliomas. Specifically, we addressed (a) whether both measures detected comparable language impairments in our patient sample; and (b) which language levels, assessment times, and spontaneous speech variables were more often impaired in this subject group. METHOD Five people with left perisylvian gliomas performed a spontaneous speech task and a formal language assessment. Tests were administered before surgery, within a week after surgery, and seven months after surgery. Performance on spontaneous speech was compared with that of 15 healthy speakers. RESULTS Language impairments were detected more often with both measures than with either measure independently. Lexical-semantic impairments were more common than phonological and grammatical impairments, and performance was equally impaired across assessment time points. Incomplete sentences and phonological paraphasias were the most common error types. CONCLUSIONS In our sample both spontaneous speech analysis and formal testing detected comparable language impairments. Currently, we suggest that formal testing remains overall the better option, except for cases in which there are restrictions on testing time or the patient is too tired to undergo formal testing. In these cases, spontaneous speech may provide a viable alternative, particularly if automated analysis of spontaneous speech becomes more readily available in the future. These results await replication in a bigger sample and/or other populations.
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Affiliation(s)
- Adrià Rofes
- a Global Brain Health Institute , Trinity College Dublin , Dublin , Ireland.,b Department of Cognitive Science , Johns Hopkins University , Baltimore , MD , USA
| | - Andrea Talacchi
- c Section of Neurosurgery, Department of Neurosciences , University of Verona , Verona , Italy
| | - Barbara Santini
- c Section of Neurosurgery, Department of Neurosciences , University of Verona , Verona , Italy
| | - Giampietro Pinna
- d Department of Neurosurgery , University Hospital , Verona , Verona , Italy
| | - Lyndsey Nickels
- e ARC Center of Excellence in Cognition and its Disorders, Department of Cognitive Science , Macquarie University , Sydney , Australia
| | - Roelien Bastiaanse
- f Center for Language and Cognition (CLCG) , University of Groningen , Groningen , The Netherlands
| | - Gabriele Miceli
- g Center for Mind/Brain Sciences (CIMeC) , University of Trento , Trento , Italy
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Feenaughty L, Basilakos A, Bonilha L, den Ouden DB, Rorden C, Stark B, Fridriksson J. Non-fluent speech following stroke is caused by impaired efference copy. Cogn Neuropsychol 2017; 34:333-346. [PMID: 29145761 DOI: 10.1080/02643294.2017.1394834] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Efference copy is a cognitive mechanism argued to be critical for initiating and monitoring speech: however, the extent to which breakdown of efference copy mechanisms impact speech production is unclear. This study examined the best mechanistic predictors of non-fluent speech among 88 stroke survivors. Objective speech fluency measures were subjected to a principal component analysis (PCA). The primary PCA factor was then entered into a multiple stepwise linear regression analysis as the dependent variable, with a set of independent mechanistic variables. Participants' ability to mimic audio-visual speech ("speech entrainment response") was the best independent predictor of non-fluent speech. We suggest that this "speech entrainment" factor reflects integrity of internal monitoring (i.e., efference copy) of speech production, which affects speech initiation and maintenance. Results support models of normal speech production and suggest that therapy focused on speech initiation and maintenance may improve speech fluency for individuals with chronic non-fluent aphasia post stroke.
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Affiliation(s)
- Lynda Feenaughty
- a Department of Neurosciences , Medical University of South Carolina , Charleston , SC , USA.,b Department of Communication Sciences and Disorders , University of South Carolina , Columbia , SC , USA
| | - Alexandra Basilakos
- b Department of Communication Sciences and Disorders , University of South Carolina , Columbia , SC , USA
| | - Leonardo Bonilha
- a Department of Neurosciences , Medical University of South Carolina , Charleston , SC , USA
| | - Dirk-Bart den Ouden
- b Department of Communication Sciences and Disorders , University of South Carolina , Columbia , SC , USA
| | - Chris Rorden
- c Department of Psychology , University of South Carolina , Columbia , SC , USA
| | - Brielle Stark
- b Department of Communication Sciences and Disorders , University of South Carolina , Columbia , SC , USA
| | - Julius Fridriksson
- b Department of Communication Sciences and Disorders , University of South Carolina , Columbia , SC , USA
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Tanaka H, Adachi H, Ukita N, Ikeda M, Kazui H, Kudo T, Nakamura S. Detecting Dementia Through Interactive Computer Avatars. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2017; 5:2200111. [PMID: 29018636 PMCID: PMC5630006 DOI: 10.1109/jtehm.2017.2752152] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 07/13/2017] [Accepted: 09/01/2017] [Indexed: 11/07/2022]
Abstract
This paper proposes a new approach to automatically detect dementia. Even though some works have detected dementia from speech and language attributes, most have applied detection using picture descriptions, narratives, and cognitive tasks. In this paper, we propose a new computer avatar with spoken dialog functionalities that produces spoken queries based on the mini-mental state examination, the Wechsler memory scale-revised, and other related neuropsychological questions. We recorded the interactive data of spoken dialogues from 29 participants (14 dementia and 15 healthy controls) and extracted various audiovisual features. We tried to predict dementia using audiovisual features and two machine learning algorithms (support vector machines and logistic regression). Here, we show that the support vector machines outperformed logistic regression, and by using the extracted features they classified the participants into two groups with 0.93 detection performance, as measured by the areas under the receiver operating characteristic curve. We also newly identified some contributing features, e.g., gap before speaking, the variations of fundamental frequency, voice quality, and the ratio of smiling. We concluded that our system has the potential to detect dementia through spoken dialog systems and that the system can assist health care workers. In addition, these findings could help medical personnel detect signs of dementia.
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Affiliation(s)
- Hiroki Tanaka
- Graduate School of Information ScienceNara Institute of Science and TechnologyNara630-0101Japan
| | | | - Norimichi Ukita
- Graduate School of EngineeringToyota Technological InstituteNagoya468-8511Japan
| | - Manabu Ikeda
- Department of PsychiatryGraduate School of MedicineOsaka UniversityOsaka565-0871Japan
| | - Hiroaki Kazui
- Department of PsychiatryGraduate School of MedicineOsaka UniversityOsaka565-0871Japan
| | - Takashi Kudo
- Health and Counseling CenterOsaka UniversityOsaka560-0043Japan
| | - Satoshi Nakamura
- Graduate School of Information ScienceNara Institute of Science and TechnologyNara630-0101Japan
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Arslan S, Bamyacı E, Bastiaanse R. A characterization of verb use in Turkish agrammatic narrative speech. CLINICAL LINGUISTICS & PHONETICS 2016; 30:449-469. [PMID: 27030545 DOI: 10.3109/02699206.2016.1144224] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
This study investigates the characteristics of narrative-speech production and the use of verbs in Turkish agrammatic speakers (n = 10) compared to non-brain-damaged controls (n = 10). To elicit narrative-speech samples, personal interviews and storytelling tasks were conducted. Turkish has a large and regular verb inflection paradigm where verbs are inflected for evidentiality (i.e. direct versus indirect evidence available to the speaker). Particularly, we explored the general characteristics of the speech samples (e.g. utterance length) and the uses of lexical, finite and non-finite verbs and direct and indirect evidentials. The results show that speech rate is slow, verbs per utterance are lower than normal and the verb diversity is reduced in the agrammatic speakers. Verb inflection is relatively intact; however, a trade-off pattern between inflection for direct evidentials and verb diversity is found. The implications of the data are discussed in connection with narrative-speech production studies on other languages.
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Affiliation(s)
- Seçkin Arslan
- a International Doctorate in Experimental Approaches to Language and Brain (IDEALAB), Universities of Groningen (NL), Newcastle (UK), Potsdam (DE), Trento (IT) and Macquarie University Sydney (AUS)
| | - Elif Bamyacı
- b Institute of German Language and Literature I, University of Cologne , Cologne , Germany
| | - Roelien Bastiaanse
- c Center for Language and Cognition Groningen (CLCG) , University of Groningen , Groningen , The Netherlands
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Sang HK. Agrammatic aphasia verb and argument patterns in Kiswahili-English spontaneous language. SOUTH AFRICAN JOURNAL OF COMMUNICATION DISORDERS 2015; 62:E1-10. [PMID: 26304215 PMCID: PMC8552303 DOI: 10.4102/sajcd.v62i1.89] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 04/24/2015] [Accepted: 03/22/2015] [Indexed: 11/03/2022] Open
Abstract
Background: The spontaneous and narrative language of Kiswahili agrammatic aphasic and non-brain-damaged speakers was analysed. The bilingual participants were also tested in English to enable comparisons of verb production in the two languages. The significance of this study was to characterise bilingual Kiswahili-English spontaneous agrammatic output. This was done by describing Kiswahili-English bilingual output data with a specific focus on the production of verbs. The description involves comparison of verb and argument production in Kiswahili and English. Methods and procedures: The participants recruited for this study were drawn from two groups of participants (six non-fluent aphasic/agrammatic speakers and six non-braindamaged). From each participant, a sample of spontaneous output was tape-recorded in English and Kiswahili based on the description and narration of the Flood rescue picture’ and the ‘Cookie theft picture’. The data elicited were compared for each subject and between the participants and relevant verb parameters have been analysed. The variables that were studied included mean length of utterance (MLU), inflectional errors, verb tokens and types, copulas and auxiliaries. Further, all verbs produced were classified as per their argument structure. Results: The results from English data supported previous findings on agrammatic output. The agrammatic participants produced utterances with shorter MLU and simpler sentence structure. However, Kiswahili data surprisingly showed reversed results, with agrammatic speakers producing longer utterances than non-brain-damaged (NBD) controls. The results also revealed selective impairment in some agrammatic speakers who made inflectional errors. The verb argument structure showed contrasting results, with agrammatic speakers preferring transitive verbs whilst the NBD speakers used more intransitive verbs.Conclusions: The study attempts for the first time to characterise English-Kiswahili bilingual spontaneous and narrative output. A quantitative analysis of verb and argument production is conducted. The results of the English data are consistent with those in the literature; agrammatic speakers produce utterances with shorter MLU and simpler sentence structure. However, Kiswahili data reveals a surprisingly reversed pattern most notably with respect to MLU with agrammatics producing longer utterances than NBD controls. Argument structure analysis revealed that agrammatics used more transitive verbs than intransitives.
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Park H, Rogalski Y, Rodriguez AD, Zlatar Z, Benjamin M, Harnish S, Bennett J, Rosenbek JC, Crosson B, Reilly J. Perceptual cues used by listeners to discriminate fluent from nonfluent narrative discourse. APHASIOLOGY 2011; 25:998-1015. [PMID: 22180696 PMCID: PMC3239412 DOI: 10.1080/02687038.2011.570770] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
BACKGROUND: Language fluency is a common diagnostic marker for discriminating among aphasia subtypes and improving clinical inference about site of lesion. Nevertheless, fluency remains a subjective construct that is vulnerable to a number of potential sources of variability, both between and within raters. Moreover, this variability is compounded by distinct neurological aetiologies that shape the characteristics of a narrative speech sample. Previous research on fluency has focused on characteristics of a particular patient population. Less is known about the ways that raters spontaneously weigh different perceptual cues when listening to narrative speech samples derived from a heterogeneous sample of brain-damaged adults. AIM: We examined the weighted contribution of a series of perceptual predictors that influence listeners' judgements of language fluency among a diverse sample of speakers. Our goal was to sample a range of narrative speech representing most fluent (i.e., healthy controls) to potentially least nonfluent (i.e., left inferior frontal lobe stroke). METHODS #ENTITYSTARTX00026; PROCEDURES: Three raters blind to patient diagnosis made forced choice judgements of fluency (i.e., fluent or nonfluent) for 61 pseudorandomly presented narrative speech samples elicited by the BDAE Cookie Theft picture. Samples were collected from a range of clinical populations, including patients with frontal and temporal lobe pathologies and non-brain-damaged speakers. We conducted a logistic regression analysis in which the dependent measure was the majority judgement of fluency for each speech sample (i.e., fluent or non-fluent). The statistical model contained five predictors: speech rate, syllable type token ratio, speech productivity, audible struggle, and filler ratio. OUTCOMES #ENTITYSTARTX00026; RESULTS: This statistical model fit the data well, discriminating group membership (i.e., fluent or nonfluent) with 95.1% accuracy. The best step of the regression model included the following predictors: speech rate, speech productivity, and audible struggle. Listeners were sensitive to different weightings of these predictors. CONCLUSIONS: A small combination of perceptual variables can strongly discriminate whether a listener will assign a judgement of fluent versus nonfluent. We discuss implications for these findings and identify areas of potential future research towards further specifying the construct of fluency among adults with acquired speech and language disorders.
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Affiliation(s)
- Hyejin Park
- Department of Speech, Language, & Hearing Sciences, University of Florida, Gainesville, FL, USA
| | - Yvonne Rogalski
- Department of Speech-Language Pathology and Audiology, Ithaca College, Ithaca, NY, USA
| | - Amy D. Rodriguez
- Department of Neurology, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Zvinka Zlatar
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Michelle Benjamin
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Stacy Harnish
- Department of Speech, Language, & Hearing Sciences, University of Florida, Gainesville, FL, USA
- Brain Rehabilitation Research Center, Malcom Randall Veterans Affairs Memorial Hospital, Gainesville, FL, USA
| | - Jeffrey Bennett
- Department of Radiology, University of Florida College of Medicine, Gainesville, FL, USA
| | - John C. Rosenbek
- Department of Speech, Language, & Hearing Sciences, University of Florida, Gainesville, FL, USA
- Brain Rehabilitation Research Center, Malcom Randall Veterans Affairs Memorial Hospital, Gainesville, FL, USA
| | - Bruce Crosson
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
- Brain Rehabilitation Research Center, Malcom Randall Veterans Affairs Memorial Hospital, Gainesville, FL, USA
| | - Jamie Reilly
- Department of Speech, Language, & Hearing Sciences, University of Florida, Gainesville, FL, USA
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De Witte L, Wilssens I, Engelborghs S, De Deyn PP, Mariën P. Impairment of syntax and lexical semantics in a patient with bilateral paramedian thalamic infarction. BRAIN AND LANGUAGE 2006; 96:69-77. [PMID: 16226805 DOI: 10.1016/j.bandl.2005.08.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2004] [Revised: 08/19/2005] [Accepted: 08/30/2005] [Indexed: 05/04/2023]
Abstract
Bilateral vascular thalamic lesions are rare. Although a variety of neurobehavioral manifestations have been described, the literature is less documented with regard to accompanying linguistic disturbances. This article presents an in-depth neurolinguistic analysis of the language symptoms of a patient who incurred bilateral paramedian ischemic damage of the thalamus. In the post-acute phase of the stroke, a unique combination of transcortical sensory aphasia with syntactic impairment was found. Because of this atypical semiological association, additional analyses of spontaneous speech were performed. In spite of the typological affinity with the grammatic characteristic of marked simplification of syntax observed in Broca's aphasia, only a wordclass specific, lexical-semantic deficit for verbs was objectified. The hypothesis that lexical-semantic disturbances in our patient might result from a functional deafferentiation of both thalami with the frontal lobe is supported by: (1) associated neuropsychological deficits of frontal origin and (2) frontal-like behavioral disturbances.
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Affiliation(s)
- Lieve De Witte
- Department of Linguistics, Free University of Brussels, Belgium
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Bastiaanse R, Hugen J, Kos M, van Zonneveld R. Lexical, morphological, and syntactic aspects of verb production in agrammatic aphasics. BRAIN AND LANGUAGE 2002; 80:142-159. [PMID: 11827441 DOI: 10.1006/brln.2001.2585] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Agrammatic aphasics do not exhibit a normal pattern of verb production; their spontaneous speech is said to lack verbs, and the verbs that are produced lack inflection. The current article focuses on the lexical, morphological, and syntactic aspects of verbs in spontaneous speech of a group of Dutch agrammatic speakers. Dutch is a so-called verb-second language in which the finite verb in the matrix clause is in the second position and nonfinite verbs are in the final position. The analysis shows that agrammatic speakers are sensitive to this relation; they virtually never produce finite verbs in the final clause position or nonfinite verbs in the second position. Nevertheless, they produce significantly fewer finite clauses than do non-brain-damaged speakers. The diversity of the lexical verbs in spontaneous speech is also lower than in non-brain-damaged speakers, but this is due to less variation in the finite lexical verbs. Hence, it is suggested that the problems with verbs in Dutch agrammatic spontaneous speech are restricted to finite lexical verbs. In an experiment, it was evaluated whether these problems with finite lexical verbs are caused by a morphological deficit or a syntactic deficit. The data show that a syntactic deficit is more likely; Dutch agrammatic speakers produce finite verbs in the base-generated position (i.e., in the embedded clause) significantly better than finite verbs that have been moved to the second position (i.e., in the matrix clause). From these data, the authors conclude that in Dutch, a verb-second language, agrammatic aphasics demonstrate specific problems with moved finite verbs, although they are perfectly aware of the relation between verb position and verb finiteness. This syntactic problem affects not only the proportion of finite verbs but also the diversity of the verbs and, hence, communicative contents.
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Affiliation(s)
- Roelien Bastiaanse
- Graduate School for Behavioral and Cognitive Neurosciences, University of Groningen, The Netherlands.
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Bastiaanse R, Bol G. Verb inflection and verb diversity in three populations: agrammatic speakers, normally developing children, and children with specific language impairment (SLI). BRAIN AND LANGUAGE 2001; 77:274-282. [PMID: 11386696 DOI: 10.1006/brln.2000.2401] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The present study focuses on the relation between a grammatical and a lexical-semantic aspect of verb production. The spontaneous speech of three different populations (normally developing children, agrammatic aphasics, and children with a specific language impairment) has been analyzed with respect to the proportion of finite clauses and the diversity of the produced lexical verbs. The group results show that in the three populations both the proportion of finite verbs and the variability of the lexical verbs is low. When the individual scores are considered, differences between the normally developing children and the language-impaired subjects show up. Whereas in normally developing children verb finiteness and verb variability go hand-in-hand, the reverse relationship between these variables is observed in the agrammatic aphasics and the children with a specific language impairment. Given this reverse relationship, it is probable to assume two separate disorders. We therefore suggest an impairment at the interface level where lexical information and syntactic structure are integrated during sentence production.
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Affiliation(s)
- R Bastiaanse
- Graduate School for Behavioral and Cognitive Neurosciences (BCN), Groningen, The Netherlands.
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Edwards S, Garman M, Knott R. Project report: The linguistic characterization of aphasic speech. CLINICAL LINGUISTICS & PHONETICS 1992; 6:161-164. [PMID: 20672891 DOI: 10.3109/02699209208985526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Affiliation(s)
- S Edwards
- Department of Linguistic Science, University of Reading, UK
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