Comprehensive quality assessment for aphasia rehabilitation after stroke: protocol for a multicentre, mixed-methods study.

INTRODUCTION: People with aphasia following stroke experience disproportionally poor outcomes, yet there is no comprehensive approach to measuring the quality of aphasia services. The Meaningful Evaluation of Aphasia SeRvicES (MEASuRES) minimum dataset was developed in partnership with people with lived experience of aphasia, clinicians and researchers to address this gap. It comprises sociodemographic characteristics, quality indicators, treatment descriptors and outcome measurement instruments. We present a protocol to pilot the MEASuRES minimum dataset in clinical practice, describe the factors that hinder or support implementation and determine meaningful thresholds of clinical change for core outcome measurement instruments. METHODS AND ANALYSIS: This research aims to deliver a comprehensive quality assessment toolkit for poststroke aphasia services in four studies. A multicentre pilot study (study 1) will test the administration of the MEASuRES minimum dataset within five Australian health services. An embedded mixed-methods process evaluation (study 2) will evaluate the performance of the minimum dataset and explore its clinical applicability. A consensus study (study 3) will establish consumer-informed thresholds of meaningful change on core aphasia outcome constructs, which will then be used to establish minimal important change values for corresponding core outcome measurement instruments (study 4). ETHICS AND DISSEMINATION: Studies 1 and 2 have been registered with the Australian and New Zealand Clinical Trial Registry (ACTRN12623001313628). Ethics approval has been obtained from the Royal Brisbane and Women's Hospital (HREC/2023/MNHB/95293) and The University of Queensland (2022/HE001946 and 2023/HE001175). Study findings will be disseminated through peer-reviewed publications, conference presentations and engagement with relevant stakeholders including healthcare providers, policy-makers, stroke and rehabilitation audit and clinical quality registry custodians, consumer support organisations, and individuals with aphasia and their families.

"Good," "Hopeless," and "Alright": People with Aphasia Expressing Their Opinions on Their Rehabilitation Experiences.

Treatment for people with aphasia mainly concentrates on facilitating the communication of needs or providing facts. This focus is in danger of downplaying the significance of the expression of attitudes and emotion. Evaluative expression is critical for recreating identity and social interaction. However, the linguistic expression of emotions following aphasia has been insufficiently explored. This study aimed to determine which semantic-lexical devices people with aphasia used to express their opinions and views about their clinicians and rehabilitation. In-depth interviews with 50 people with aphasia describing their emotions during their rehabilitation were analyzed using the appraisal framework comprising appreciation, affect, and judgment. Speakers also graded their attitudes toward people, things, or events. Almost half of instances expressed appreciation, over one-third expressed judgment, and about 16% expressed affect. Amplification of emotions was used frequently, in over 40% of instances. Affective difficulties following aphasia and other brain injuries are among the most important factors for rehabilitation, social reintegration, and the burden on family members. To ameliorate these issues, the focus of rehabilitation in aphasia needs to shift from expressing needs toward facilitating the expression of opinions and feelings and providing people with aphasia with the opportunities and means to express their views on their healthcare.

Understanding and Addressing the Individualized Emotional Impact of Aphasia: A Framework for Speech-Language Pathologists.

Emotion plays an integral role in communication and has long been considered relevant to aphasia rehabilitation. Speech-language pathologists (SLPs), however, may sometimes wonder how or whether to address emotional responses. The purpose of this article was to (1) present a framework that clinicians can use to understand individualized emotional responses in aphasia and (2) discuss examples of how the framework informs practical strategies that SLPs can use to provide emotional support to people with aphasia (PWA). Drawing upon a cognitive-motivational-relational theory of emotions perspective combined with emerging research in aphasia, I show that emotion impacts and is impacted by both language processing and social participation, but this impact should be interpreted in light of individual variability. Personal characteristics, environmental conditions, and cognitive appraisal, considered within a specific cultural context, help account for individualized emotional responses. SLPs should consider interactions among emotional response, language processing, and social participation in aphasia while recognizing each person's unique perception of the situation and resources to cope with it. Additionally, the presented framework provides insights about how SLPs could offer emotional support to PWA. Specific examples related to harnessing situational demands to improve communication, employing active listening, facilitating reappraisal, and strengthening social support are discussed.

Economic evaluation of the Very Early Rehabilitation in SpEech (VERSE) intervention.

INTRODUCTION: There is limited evidence on the costs and outcomes of patients with aphasia after stroke. The aim of this study was to estimate costs in patients with aphasia after stroke according to the aphasia therapies provided. METHODS: A three-arm, prospective, randomized, parallel group, open-label, blinded endpoint assessment trial conducted in Australia and New Zealand. Usual ward-based care (Usual Care) was compared to additional usual ward-based therapy (Usual Care Plus) and a prescribed and structured aphasia therapy program in addition to Usual Care (the VERSE intervention). Information about healthcare utilization and productivity were collected to estimate costs in Australian dollars for 2017-18. Multivariable regression models with bootstrapping were used to estimate differences in costs and outcomes (clinically meaningful change in aphasia severity measured by the WAB-R-AQ). RESULTS: Overall, 202/246 (82%) participants completed follow-up at 26 weeks. Median costs per person were $23,322 (Q1 5,367, Q3 52,669, n = 63) for Usual Care, $26,923 (Q1 7,303, Q3 76,174, n = 70) for Usual Care Plus and $31,143 (Q1 7,001. Q3 62,390, n = 69) for VERSE. No differences in costs and outcomes were detected between groups. Usual Care Plus was inferior (i.e. more costly and less effective) in 64% of iterations, and in 18% was less costly and less effective compared to Usual Care. VERSE was inferior in 65% of samples and less costly and less effective in 12% compared to Usual Care. CONCLUSION: There was limited evidence that additional intensively delivered aphasia therapy within the context of usual acute care provided was worthwhile in terms of costs for the outcomes gained.

Targeted neurorehabilitation strategies in post-stroke aphasia.

BACKGROUND: Aphasia is a debilitating language impairment, affecting millions of people worldwide. About 40% of stroke survivors develop chronic aphasia, resulting in life-long disability. OBJECTIVE: This review examines extrinsic and intrinsic neuromodulation techniques, aimed at enhancing the effects of speech and language therapies in stroke survivors with aphasia. METHODS: We discuss the available evidence supporting the use of transcranial direct current stimulation (tDCS), repetitive transcranial magnetic stimulation, and functional MRI (fMRI) real-time neurofeedback in aphasia rehabilitation. RESULTS: This review systematically evaluates studies focusing on efficacy and implementation of specialized methods for post-treatment outcome optimization and transfer to functional skills. It considers stimulation target determination and various targeting approaches. The translation of neuromodulation interventions to clinical practice is explored, emphasizing generalization and functional communication. The review also covers real-time fMRI neurofeedback, discussing current evidence for efficacy and essential implementation parameters. Finally, we address future directions for neuromodulation research in aphasia. CONCLUSIONS: This comprehensive review aims to serve as a resource for a broad audience of researchers and clinicians interested in incorporating neuromodulation for advancing aphasia care.

A meta-analysis of functional recovery of aphasia after stroke by acupuncture combined with language rehabilitation training.

BACKGROUND: The aim of this systematic review is to evaluate the effectiveness of combining acupuncture with speech rehabilitation training, compared to acupuncture alone or speech rehabilitation training alone, in the treatment of post-stroke aphasia. METHODS: To gather data for this study, we searched 6 databases: PubMed, Cochrane Library, Embase, China National Knowledge Infrastructure, WanFang Data, and Chongqing VIP Database. We included clinical randomized controlled trials on acupuncture combined with rehabilitation training for post-stroke aphasia published between January 1, 2011 and October 8, 2023. Two researchers independently screened the literature, evaluated its quality, and extracted the data using Stata 15.1 SE and RevMan 5.4 software. We conducted a meta-analysis using the random effects model, and expressed dichotomous variables as odds ratios (OR) with 95% confidence intervals (CIs) and continuous variables as weighted mean differences (WMD) with 95% confidence intervals. Specifically, the odds of improvement were significantly higher in the combination group (OR = 3.89, 95% CI = [2.62, 5.78]). Improvements were also seen in several language functions, including expression (WMD = 5.14, 95% CI = [3.87, 6.41]), understanding (WMD = 9.16, 95% CI = [5.20, 13.12]), retelling (WMD = 11.35, 95% CI = [8.70, 14.00]), naming (WMD = 11.36, 95% CI = [8.12, 14.61] ), reading (WMD = 9.20, 95% CI = [4.87, 13.52]), writing (WMD = 5.65, 95% CI = [3.04, 8.26]), and reading aloud (WMD = 7.45, 95% CI = [3.12, 11.78]). Scores on the Chinese Aphasia Complete Test Scale, Western Aphasia Complete Test Scale, and China Rehabilitation Research Center Aphasia Check Scale were also significantly higher in the combination group, with improvements of 7.89, 9.89, and 9.27, respectively. RESULTS: A total of 16 clinical randomized controlled trials, including 1258 patients, were included in this meta-analysis. The results showed that compared to simple rehabilitation training or acupuncture treatment alone, the combination of acupuncture and language rehabilitation training was more effective in improving clinical outcomes for patients with post-stroke aphasia. CONCLUSIONS: The results of this meta-analysis indicate that acupuncture combined with language rehabilitation training can effectively improve the language function of post-stroke aphasia patients and increase clinical effectiveness. However, further research is needed to confirm these findings and provide a more reliable evidence-based basis for clinical practice. In particular, additional studies with large sample sizes, high quality, and more specific and standardized outcome measures are needed to strengthen the evidence. The limited quantity and quality of the current studies may affect the generalizability of the results.

Expressive recall and recognition as complementary measures to assess novel word learning ability in aphasia.

Novel word learning ability has been associated with language treatment outcomes in people with aphasia (PWA), and its assessment could inform prognosis and rehabilitation. We used a brief experimental task to examine novel word learning in PWA, determine the value of phonological cueing in assessing learning outcomes, and identify factors that modulate learning ability. Twelve PWA and nineteen healthy controls completed the task, and recall and recognition tests of learning ability. Most PWA showed comparable learning outcomes to those of the healthy controls. Learning assessed via expressive recall was more clearly evidenced with phonological cues. Better single word processing abilities and phonological short-term memory and higher integrity of the left inferior frontal gyrus were related to better learning performance. Brief learning tasks like this one are clinically feasible and hold promise as screening tools of verbal learning in PWA once validated and evaluated for their capacity to predict treatment outcomes.

Elizabeth Usher memorial lecture: Beyond our practice borders-using a biopsychosocial framework to improve long-term outcomes for people living with aphasia.

Purpose: Over 140 000 Australians live with aphasia after stroke, with this number of people living with aphasia increasing significantly when aphasia arising from traumatic brain injury, neoplasm, and infectious and progressive neurological diseases is also included. The resulting communication disability frequently compromises every aspect of daily life, significantly impacting everyday activity, employment, social participation, mental health, identity, and family functioning. Rehabilitation services rarely meet the needs of this group who have, for example, poorer healthcare outcomes than stroke peers without aphasia, nor address long-term recovery and support needs.Method: In this discussion paper, I argue that given the broad impacts of aphasia, a biopsychosocial approach to aphasia rehabilitation is required. Rehabilitation must include: interventions to improve the communication environment; programs that directly target identity, wellbeing, and mental health; and therapies focusing on functional activity, communication participation, and long-term self-management.Result: The evidence for these approaches is mounting and includes strongly stated consumer needs. I discuss the need for multidisciplinary involvement and argue that for speech-language pathologists to achieve such comprehensive service provision, an expanded scope of practice is required.Conclusion: There is a need to rethink standard therapy approaches, timeframes, and funding mechanisms. It is time to reflect on our practice borders to ask what must change and define how change can be achieved.

'It's been an extraordinary journey': Experience of engagement from the perspectives of people with post-stroke aphasia.

BACKGROUND: Engagement is recognized as an important factor in aphasia treatment response and outcomes, yet gaps remain in our understanding of engagement and practices that promote engagement from the client perspective. AIMS: The purpose of this phenomenological study was to explore how clients with aphasia experience engagement during their inpatient aphasia rehabilitation. METHODS & PROCEDURES: An interpretative phenomenological analysis approach guided the study design and analysis. Data were collected through in-depth interviews with nine clients with aphasia, recruited through purposive sampling, during their inpatient rehabilitation admission. Analysis was completed using a variety of analytic techniques including coding, memoing, triangulation between coders and team discussion. OUTCOMES & RESULTS: The analysis revealed that for clients with aphasia in the acute phrase of recovery, the rehabilitation process resembles travelling on a journey through a foreign land. Successful engagement in the journey was accomplished when one had a therapist who served as a trusted guide and was able to be a friend, invested, adaptable, a co-creator, encouraging and dependable. CONCLUSIONS & IMPLICATIONS: Engagement is a dynamic, multifaceted and person-centred process involving the client, provider and rehabilitation context. Findings from this work have implications for measuring engagement, training student clinicians to be skilled facilitators in engaging their clients and implementing person-centred practices that promote engagement within clinical settings. WHAT THIS PAPER ADDS: What is already known on the subject Engagement is recognized as an important factor in rehabilitation treatment response and outcomes. Prior literature suggests that the therapist plays a critical role in facilitating engagement within the client-provider relationship. Communication impairments associated with aphasia may negatively impact a client's ability to develop interpersonal connections and participate in the rehabilitation process. There is a dearth of research directly exploring the topic of engagement in aphasia rehabilitation, particularly from the perspective of clients with aphasia. Capturing the client perspective can provide novel insights regarding practices to foster and maintain engagement in aphasia rehabilitation. What this paper adds to existing knowledge This interpretative phenomenological study revealed that for individuals with aphasia in the acute phase of recovery, the rehabilitation process resembles travelling on a sudden and foreign journey. Successful engagement in the journey was accomplished when one had a therapist who served as a 'trusted guide' and was able to be a friend, invested, adaptable, a co-creator, encouraging and dependable. Through the client experience, engagement is seen as a dynamic, multifaceted and person-centred process involving the client, provider and rehabilitation context. What are the potential or actual clinical implications of this work? The current study highlights the complexity and nuance of engagement within the rehabilitation context, which has implications for measuring engagement, training student clinicians to be skilled in engaging their clients and implementing person-centred practices that promote engagement within clinical settings. It is necessary to recognize that client and provider interactions (and thus engagement) are embedded in and influenced by the broader healthcare system. With this in mind, a patient-centred approach to engagement in aphasia care delivery cannot be achieved through individual efforts only and may require prioritization and action at the systems level. Future work is needed to explore barriers and facilitators to enacting engagement practices, in order to develop and test strategies to support practice change.

[The institutional presence of music therapists in aphasia therapy in Hungary]. / Zeneterapeuták intézményi jelenléte a magyarországi aphasiaterápiában.

INTRODUCTION: Numerous international studies have reported on the relevance of music therapy for aphasia, but music-based therapy for the rehabilitation of acquired language and speech disorders is not common in the clinical practice of Hungary. OBJECTIVE: The aim of our study is to provide insights into the composition of professional teams involved in aphasia care in active neurology and stroke wards and rehabilitation departments in Hungarian hospitals, with a special focus on the presence of music therapists. We are looking for the answer to why the employment of music therapists in hospitals is so low in our country. METHOD: For our research, we selected the relevant institutions and departments from a list of hospitals on the website of the National Directorate General for Hospitals. Data were then collected from the websites of the hospital departments, supplemented or clarified with information from the head of department's physicians where necessary. RESULTS: None of the active neurology and stroke wards employ a music therapist. Two of the rehabilitation wards have a total of 4 music therapists. DISCUSSION: The low number of trained professionals in music therapy for aphasia is due to financial reasons, lack of professionals and lack of professional demand. CONCLUSION: Our research shows that music therapy is deeply underrepresented in the field of aphasia rehabilitation in Hungarian hospitals. The reasons for this are quite diverse and their elimination would require effective intervention in many areas. Orv Hetil. 2023; 164(19): 747-752.

Accuracy of rating scales for evaluating aphasic patients' psychological aspects and language function: A scoping review protocol.

Aphasia nearly affects half of all poststroke patients. Furthermore, aphasia affects all language functions, well-being, and quality of life of patients. Therefore, rehabilitation of patients with aphasia requires an accurate assessment of language function and psychological aspects. However, assessment scales for language function and psychological aspects of patients with aphasia are said to be inaccurate. In Japan, this sign is more prominent than in English-speaking countries. Therefore, we are putting together a scoping review of research articles published in English and Japanese to date, with the aim of summarizing the accuracy of rating scales for language function and psychological aspects of people with aphasia. The scoping review was intended to be a comprehensive examination of the accuracy of rating scales for people with aphasia. We will search the article databases PubMed, MEDLINE, Embase, PsycINFO, Web of Science, and the Medical Journal Web (Japan). The observational studies that describe the reliability and validity of the rating scales in adult aphasic after stroke will be searched for. There will be no publication date for the articles that will be searched. We believe that this scoping review aims to assess the accuracy of rating scales used to measure different aspects of aphasia, with a focus on research conducted in English-speaking countries and Japan. By conducting this review, we believe to identify any problems with rating scales used in English and Japanese research and improve their accuracy.

Predicting home discharge after inpatient rehabilitation of stroke patients with aphasia.

The early identification of the discharge setting from Inpatient Rehabilitation Facilities is a primary goal in stroke-related research because of its clinical and socio-economic relevance. Several features have been identified as significant predictors of the discharge setting. Within cognitive deficits, aphasia is known to be a common and disabling condition that could influence rehabilitation outcome. However, it is often set as an exclusion criterion in stroke research. This study aims to investigate the predictive power of clinical variables, in particular specific language disturbances and nonlinguistic cognitive deficits, for discharge setting in post-acute stroke patients with aphasia after intensive multidisciplinary rehabilitation. In a sample of 158 patients, demographic, motor, language, and nonverbal cognitive data were retrospectively considered for the prediction of the discharge to home vs. another institutional setting. Univariate analysis identified relevant differences between groups and the significant variables were included in a logistic regression model. The results showed that better functional motor status, absence of dysphagia and unimpaired nonlinguistic cognitive profile independently predict the discharge to home. In particular, nonverbal cognitive functioning seemed to be specifically relevant within the aphasic population. The findings could be helpful for setting up the rehabilitation priorities and an adequate discharge arrangement.

Which blueberries are better value? The development and validation of the functional numeracy assessment for adults with aphasia.

BACKGROUND: People with aphasia (PWA) can experience functional numeracy difficulties, that is, problems understanding or using numbers in everyday life, which can have numerous negative impacts on their daily lives. There is growing interest in designing functional numeracy interventions for PWA; however, there are limited suitable assessments available to monitor the impact of these interventions. Existing functional numeracy assessments lack breadth and are not designed to be accessible for PWA, potentially confounding their performance. Additionally, they do not include real-life demands, such as time pressure, which may affect their ecological validity. Thus, there is a crucial need for a new assessment to facilitate further research of PWA's functional numeracy. AIMS: To develop, validate and pilot a wide-ranging, aphasia-friendly functional numeracy assessment to investigate how functional numeracy is impacted by aphasia severity and time pressure demands, and to explore predictors of PWA's functional numeracy. METHODS & PROCEDURES: To develop the Functional Numeracy Assessment (FNA), 38 items inspired by the General Health Numeracy Test (GHNT) and Excellence Gateway were adapted for suitability for PWA and entered in a computerized psychometric-style test. The final 23 items (FNA23) were selected based on 213 neurotypical controls' performance, and controlled for difficulty, response modality and required numeracy skills. Aphasia-friendly adaptations of the GHNT and Subjective Numeracy Scale were used to examine the FNA23's concurrent validity. Internal consistency reliability and interrater reliability (for spoken responses) were also examined. A novel Time Pressure Task was created by slight adaptation of seven FNA23 questions to explore the effects of time pressure on functional numeracy performance. A total of 20 PWA and 102 controls completed all measures on an online testing platform. OUTCOMES & RESULTS: The FNA23 demonstrated acceptable internal consistency reliability (KR-20 = 0.81) and perfect interrater reliability (for spoken responses). FNA23 and GHNT scores were positively associated, suggesting satisfactory concurrent validity. PWA demonstrated poorer functional numeracy than controls and took longer to complete assessments, indicating that aphasia impacts functional numeracy. Time pressure did not significantly impact performance. PWA demonstrated a wide range of functional numeracy abilities, with some performing similarly to controls. CONCLUSIONS & IMPLICATIONS: The FNA23 is a wide-ranging, valid and reliable assessment which, with further development, will be a useful tool to identify and monitor PWA's functional numeracy difficulties in research and clinical practice. Considering PWA's widespread functional numeracy difficulties evidenced by this study, all PWA would likely benefit from routine evaluation for functional numeracy difficulties as part of their neurorehabilitation journeys. WHAT THIS PAPER ADDS: What is already known on this subject Few studies have investigated functional numeracy difficulties in PWA. No published functional numeracy assessments exist that have been specifically designed to be accessible for PWA. What this paper adds to existing knowledge The newly developed FNA23 is a valid and reliable tool to extensively assess PWA's functional numeracy. This study confirmed previous findings of widespread functional numeracy difficulties in PWA that are related to their aphasia severity. What are the potential or actual clinical implications of this work? The FNA23 can be used to assess PWA's functional numeracy to inform areas of strengths and difficulties to target in intervention, and to monitor progress towards achieving intervention objectives. All PWA should be routinely evaluated for functional numeracy difficulties.

Communication partner training for healthcare workers engaging with people with aphasia: Enacting Sustainable Development Goal 17 in Austria, Egypt, Greece, India and Serbia.

PURPOSE: This commentary describes how a grassroot-led partnership initiated by members of the organisations World Federation of NeuroRehabilitation and Collaboration of Aphasia Trialists is addressing the marginalisation of people with aphasia, through education and knowledge exchange related to communication partner training of health professionals. RESULT: A partnership between academics and healthcare professionals across Austria, Denmark, Egypt, Ireland, Greece, India, Serbia and the United Kingdom was established in 2020. Through bimonthly online sessions in 2021-2022 a Danish communication partner training program was introduced while six teams adapted and translated the training and its materials to their local contexts. CONCLUSION: A collaborative partnership enabled multiple translations of an existing communication partner training program for healthcare professionals working with people with aphasia to support a sustainable delivery model that is linguistic and culturally sensitive. This commentary paper focusses on Sustainable Development Goal (SDG) 17 and also addresses SDG 10.

Fatigue Influences Social Participation in Aphasia: A Cross-sectional and Retrospective Study Using Patient-Reported Measures.

OBJECTIVE: To examine associations between social participation, fatigue, and aphasia severity using patient-reported outcome measures and to examine associations between demographic/diagnostic variables and fatigue in people with aphasia. DESIGN: Retrospective analysis of patient-reported outcome measures using a Bayesian framework. SETTING: Urban rehabilitation research hospital. PARTICIPANTS: 67 participants (N=67) with chronic aphasia (mean age=54.1 years) as a consequence of stroke. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Ability to Participate in Social Roles and Activities, Fatigue, and Global Health Questionnaire scales from the Patient-Reported Outcomes Measurement Information System initiative and the Western Aphasia Battery-Revised. We hypothesized an association between social participation and fatigue in people with aphasia. RESULTS: People with aphasia with higher fatigue levels tended to report less social participation. Also, people with aphasia who were a longer time post-stroke tended to report higher social participation. People with aphasia who reported better physical health were more likely to report higher social participation. CONCLUSIONS: There is an association between fatigue and social participation in people with aphasia. Fatigue should be considered in clinical assessments and treatments for this population.

Effect of an extension speech training program based on Chinese idioms in patients with post-stroke non-fluent aphasia: A randomized controlled trial.

BACKGROUND: Chinese idioms have potential to act as preliminary training material in studies on post-stroke aphasia. OBJECTIVE: To explore an extension speech training program that takes Chinese idioms as context and expands them into characters, words, sentences and paragraphs and evaluate the effects of this program in patients with post-stroke non-fluent aphasia. METHODS: This was a randomized controlled trial. We recruited patients with post-stroke non-fluent aphasia from the Renmin Hospital of Wuhan University from January 2021 to January 2022. Participants were randomly assigned to group I and group II. Patients in group I had treatment with extension speech training based on Chinese idioms, and those in group II had treatment with conventional speech rehabilitation training. The training period in both groups was 40 min daily for 2 weeks. RESULTS: A total of 70 patients (group I, n = 34; and group II, n = 36) completed the trial and were analyzed according to protocol. There were no significant differences in baseline values between both groups. After intervention, the scores of oral expression, comprehension, and reading in the Aphasia Battery Of Chinese scale and the scores of the Comprehensive Activities of Daily Living questionnaire significantly improved in both groups (P <0.05), with group I benefiting more (P <0.05). CONCLUSION: This extension speech training program based on Chinese idioms can improve the language function and daily communication ability of the patients with post-stroke non-fluent aphasia. TRIAL REGISTRATION: Chinese Clinical Trial Registry ChiCTR2000031825.

A Comparative Investigation of Automatic Speech Recognition Platforms for Aphasia Assessment Batteries.

The rehabilitation of aphasics is fundamentally based on the assessment of speech impairment. Developing methods for assessing speech impairment automatically is important due to the growing number of stroke cases each year. Traditionally, aphasia is assessed manually using one of the well-known assessment batteries, such as the Western Aphasia Battery (WAB), the Chinese Rehabilitation Research Center Aphasia Examination (CRRCAE), and the Boston Diagnostic Aphasia Examination (BDAE). In aphasia testing, a speech-language pathologist (SLP) administers multiple subtests to assess people with aphasia (PWA). The traditional assessment is a resource-intensive process that requires the presence of an SLP. Thus, automating the assessment of aphasia is essential. This paper evaluated and compared custom machine learning (ML) speech recognition algorithms against off-the-shelf platforms using healthy and aphasic speech datasets on the naming and repetition subtests of the aphasia battery. Convolutional neural networks (CNN) and linear discriminant analysis (LDA) are the customized ML algorithms, while Microsoft Azure and Google speech recognition are off-the-shelf platforms. The results of this study demonstrated that CNN-based speech recognition algorithms outperform LDA and off-the-shelf platforms. The ResNet-50 architecture of CNN yielded an accuracy of 99.64 ± 0.26% on the healthy dataset. Even though Microsoft Azure was not trained on the same healthy dataset, it still generated comparable results to the LDA and superior results to Google's speech recognition platform.

Experiences of participating in group-based rehabilitation programmes: A qualitative study of community-dwelling adults with post-stroke aphasia.

BACKGROUND: People with post-stroke aphasia tend to have smaller social networks, a higher risk of depression and poorer health-related quality of life than those who do not have aphasia after stroke. Stroke-specific or general rehabilitation programmes offered by community-based organizations are commonly group-based and involve discussions among group members with or without stroke. Research has shown that people with post-stroke aphasia may be unable to participate fully in verbal sharing of experiences and exchange of thoughts. AIMS: To explore the experiences of people with post-stroke aphasia in relation to participating in group-based rehabilitation programmes organized by community-based organizations. METHODS & PROCEDURES: A qualitative design was adopted, including individual, semi-structured interviews with 20 adults with post-stroke aphasia recruited from community-based rehabilitation centres and support groups. The participants had a mean age of 68.86 ± 13.54 years and a mean post-stroke duration of 9.24 ± 7.72 years. They had participated in at least one group-based rehabilitation programme organized by community-based organizations in the past year. The participants were asked about their experiences of attending group-based programme(s), thoughts and feelings while interacting with the facilitators and group members, and satisfaction with their participation. The interview data were thematically analysed. OUTCOMES & RESULTS: Three themes were identified: (1) hurdles to active and fulfilling participation including the dominance of verbal sharing, short duration of the programme, being a minority in the group and accumulated negative experiences; (2) strategies adopted to improve participation including accepting a reduced speaking ability, having support from caregivers, and trying mobile apps to vocalize and supplement meanings; and (3) a preference for certain group conditions including receiving invitations by staff with whom they were familiar, groups that are led by experienced facilitators, a large or small group, the dominance of non-verbal activities, and inclusion of only people with post-stroke aphasia. CONCLUSIONS & IMPLICATIONS: The findings showed that people with post-stroke aphasia experience difficulties participating more actively in group-based rehabilitation programmes due to hurdles in terms of the structure and format of the programmes and accumulation of negative experiences. Facilitating positive group experiences for these people with innovative methods, such as using technology and providing professional and standby support, would be helpful. Longer sessions with smaller groups, exclusively including people with post-stroke aphasia and involving more non-verbal activities to help them express feelings, are suggested to optimize the benefits they derive from these group-based programmes. WHAT THIS PAPER ADDS: What is already known on the subject Stroke-specific or general group-based rehabilitation programmes are commonly offered by community-based organizations to support the recovery of people with or without stroke. However, some people with post-stroke aphasia may be unable to participate fully in verbal sharing of experiences and exchange of thoughts during these group-based programmes, which can limit the benefits they derive from these programmes. What this paper adds to existing knowledge This study explored the experiences of people with post-stroke aphasia in relation to participating in group-based rehabilitation programmes not specifically designed for people with stroke-induced aphasia organized by community-based organizations. The findings provide an insight into how these people participate in groups, their thoughts and feelings during interactions with the facilitators and group members, their satisfaction with their level of participation, and the characteristics of the groups they prefer to join. What are the potential or actual clinical implications of this work? People with post-stroke aphasia experience difficulties participating more actively in group-based programmes due to hurdles in terms of the structure and format of the group-based programmes and accumulation of negative experiences contributing to decreased motivation to participating in groups. More positive group experiences can be fostered by adopting longer sessions with smaller groups that exclusively include people with post-stroke aphasia and involve more non-verbal activities to help them express their feelings. Communication partner training for facilitators and the use of technology to support communication are suggested to promote active and fulfilling participation of the people with aphasia in group-based programmes.

The longitudinal trajectory of discourse from the hyperacute to the chronic phase in mild to moderate poststroke aphasia recovery: A case series study.

BACKGROUND: Discourse analysis has recently received much attention in the aphasia literature. Even if post-stroke language recovery occurs throughout the longitudinal continuum of recovery, very few studies have documented discourse changes from the hyperacute to the chronic phases of recovery. AIMS: To document a multilevel analysis of discourse changes from the hyperacute phase to the chronic phase of post-stroke recovery using a series of single cases study designs. METHODS & PROCEDURES: Four people with mild to moderate post-stroke aphasia underwent four assessments (hyperacute: 0-24 h; acute: 24-72 h; subacute: 7-14 days; and chronic: 6-12 months post-onset). Three discourse tasks were performed at each time point: a picture description, a personal narrative and a story retelling. Multilevel changes in terms of macro- and microstructural aspects were analysed. The results of each discourse task were combined for each time point. Individual effect sizes were computed to evaluate the relative strength of changes in an early and a late recovery time frame. OUTCOMES & RESULTS: Macrostructural results revealed improvements throughout the recovery continuum in terms of coherence and thematic efficiency. Also, the microstructural results demonstrated linguistic output improvement for three out of four participants. Namely, lexical diversity and the number of correct information units/min showed a greater gain in the early compared with the late recovery phase. CONCLUSIONS & IMPLICATIONS: This study highlights the importance of investigating all discourse processing levels as the longitudinal changes in discourse operate differently at each phase of recovery. Overall results support future longitudinal discourse investigation in people with post-stroke aphasia. WHAT THIS PAPER ADDS: What is already known on the subject Multi-level discourse analysis allows for in-depth analysis of underlying discourse processes. To date, very little is known on the longitudinal discourse changes from aphasia onset through to the chronic stage of recovery. This study documents multi-level discourse features in four people with mild to moderate aphasia in the hyperacute, acute, subacute and chronic stage of post-stroke aphasia recovery. What this paper adds to existing knowledge The study found that most discourse variables demonstrated improvement throughout time. Macrostructural variables of coherence and thematic units improved throughout the continuum whereas microstructural variables demonstrated greater gains in the early compared to the late period of recovery. What are the potential or actual clinical implications of this work? This study suggests that multilevel discourse analysis will allow a better understanding of post-stroke aphasia recovery, although more research is needed to determine the clinical utility of these findings. Future research may wish to investigate longitudinal discourse recovery in a larger sample of people with aphasia with heterogenous aphasia profiles and severities.

Access G-AP: development of an accessible goal setting and action planning resource for stroke survivors with aphasia.

PURPOSE: Goal setting is key to stroke rehabilitation, but access for people with aphasia is challenging. Based on the Goal setting and Action Planning (G-AP) framework, we developed an accessible goal setting resource (Access G-AP). METHODS: Access G-AP was designed using a three-phase, user-centred design process. Phase 1: Access G-AP Draft A was designed using evidence-based recommendations. Phase 2: Draft A was reviewed by stroke survivors with aphasia (focus groups 1&2) and rehabilitation staff (questionnaire). Phase 3: Suggested recommendations informed Access G-AP Draft B, which was further reviewed by stroke survivors with aphasia (focus group 3). The final version of Access G-AP was approved by stroke survivors with aphasia at a debrief meeting. Data were analysed using content analysis. RESULTS: Recommended design improvements included reducing text, adding bullet points, and diversifying images. Both participant groups highlighted that Access G-AP should be used collaboratively to support stroke survivor involvement. Staff recommended Access G-AP training and additional resources to support stroke survivors with severe aphasia. CONCLUSIONS: Access G-AP was co-developed to support people with aphasia to access and engage in stroke rehabilitation goal setting. Further research is required to establish the feasibility of Access G-AP in clinical practice.IMPLICATIONS FOR REHABILITATIONEvidence-based accessible formatting strategies and an iterative design process can inform the design of accessible goal setting resources.Accessible goal setting materials should be relevant to stroke survivors with aphasia and responsive to their needs.Rehabilitation staff require training and support to use accessible goal setting resources (like Access G-AP) with stroke survivors with aphasia, especially those with severe aphasia.Evaluation of the feasibility of Access G-AP in clinical practice is now required.