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Zahir MZ, Miles A, Hand L, Ward EC. Designing equitable speech-language pathology services in the Maldives to achieve Sustainable Development Goals 10 and 4. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 25:52-57. [PMID: 36511713 DOI: 10.1080/17549507.2022.2150308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
PURPOSE The United Nations adopted 17 Sustainable Development Goals (SDGs) in 2015 as a universal plan to address challenges experienced around the globe. SDG 4 focuses on inclusive and equitable education while SDG 10 aims to reduce inequality within and among countries. To achieve these goals for children with communication disabilities living in underserved communities, equitable access to services is required. Service delivery should be tailored to the unique characteristics of specific communities to best cater to the needs of the population. This commentary presents the Context-specific Service Delivery Framework (CSDF) that can be used to explore contexts systematically and identify suitable speech-language pathology service delivery approaches. CSDF focuses on the three dimensions of sustainability that are emphasised in the SDGs: environmental, social and economic. RESULT We present how CSDF was developed in the case of one Majority world country, the Maldives. Five studies were conducted to complete CSDF and the findings were used to derive recommendations for service delivery approaches that could help achieve SDG 4 and SDG 10. These included, building capacity by using asset-based approaches, collaborating with service providers and the community, using population-based methods to focus on prevention of communication disabilities and using available technology to provide support. CONCLUSION Other underserved communities could also benefit from using CSDF to design equitable services for children with communication disabilities in their countries. This commentary paper focuses on SDG 4 and SDG 10.
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Affiliation(s)
| | - Anna Miles
- The University of Auckland, Auckland, New Zealand
| | - Linda Hand
- The University of Auckland, Auckland, New Zealand
| | - Elizabeth C Ward
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Queensland, Australia and
- Centre for Functioning and Health Research, Metro South Hospital and Health Service, Brisbane, Queensland, Australia
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Baker E, Li W, Hodges R, Masso S, Jones C, Guo Y, Alt M, Antoniou M, Afshar S, Tosi K, Munro N. Harnessing automatic speech recognition to realise Sustainable Development Goals 3, 9, and 17 through interdisciplinary partnerships for children with communication disability. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 25:125-129. [PMID: 36511655 DOI: 10.1080/17549507.2022.2146194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
PURPOSE To showcase how applications of automatic speech recognition (ASR) technology could help solve challenges in speech-language pathology practice with children with communication disability, and contribute to the realisation of the Sustainable Development Goals (SDGs). RESULT ASR technologies have been developed to address the need for equitable, efficient, and accurate assessment and diagnosis of communication disability in children by automating the transcription and analysis of speech and language samples and supporting dual-language assessment of bilingual children. ASR tools can automate the measurement of and help optimise intervention fidelity. ASR tools can also be used by children to engage in independent speech production practice without relying on feedback from speech-language pathologists (SLPs), thus bridging the long-standing gap between recommended and received intervention intensity. These innovative technologies and tools have been generated from interdisciplinary partnerships between SLPs, engineers, data scientists, and linguists. CONCLUSION To advance equitable, efficient, and effective speech-language pathology services for children with communication disability, SLPs would benefit from integrating ASR solutions into their clinical practice. Ongoing interdisciplinary research is needed to further advance ASR technologies to optimise children's outcomes. This commentary paper focusses on industry, innovation and infrastructure (SDG 9) and partnerships for the goals (SDG 17). It also addresses SDG 1, SDG 3, SDG 4, SDG 8, SDG 10, SDG 11, and SDG 16.
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Affiliation(s)
- Elise Baker
- School of Health Sciences, Western Sydney University, Campbelltown, Australia
- South Western Sydney Local Health District, Liverpool, Australia
- Ingham Institute for Applied Medical Research, Liverpool, Australia
| | - Weicong Li
- School of Health Sciences, Western Sydney University, Campbelltown, Australia
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, Australia
| | - Rosemary Hodges
- School of Health Sciences, Western Sydney University, Campbelltown, Australia
- Western Sydney Speech Pathology, Blacktown, Australia
| | - Sarah Masso
- Sydney School of Health Sciences, The University of Sydney, Sydney, Australia
| | - Caroline Jones
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, Australia
| | - Yi Guo
- School of Computing, Engineering and Mathematics, Western Sydney University, Penrith, Australia
| | - Mary Alt
- School of Mind, Brain, and Behaviour, The University of Arizona, Tucson, AZ, USA, and
| | - Mark Antoniou
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, Australia
| | - Saeed Afshar
- MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, Australia
- School of Computing, Engineering and Mathematics, Western Sydney University, Penrith, Australia
- International Centre for Neuromorphic Systems, Western Sydney University, Penrith, Australia
| | - Katrina Tosi
- South Western Sydney Local Health District, Liverpool, Australia
| | - Natalie Munro
- Sydney School of Health Sciences, The University of Sydney, Sydney, Australia
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Walker IF, Asher L, Pari A, Attride-Stirling J, Oyinloye AO, Simmons C, Potter I, Rubaine V, Samuel JM, Andrewin A, Flynn J, McGill AL, Greenaway-Duberry S, Malcom AB, Mann G, Razavi A, Gibson RC. Mental health systems in six Caribbean small island developing states: a comparative situational analysis. Int J Ment Health Syst 2022; 16:39. [PMID: 35962382 PMCID: PMC9372926 DOI: 10.1186/s13033-022-00552-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/02/2022] [Indexed: 11/10/2022] Open
Abstract
Background Small island developing states (SIDS) have particular mental health system needs due to their remoteness and narrow resource base. We conducted situational analyses to support mental health system strengthening in six SIDS: Anguilla, Bermuda, British Virgin Islands, Cayman Islands, Montserrat and Turks and Caicos Islands. Methods The situational analyses covered five domains: 1. Socio-economic context and burden of mental disorders, 2. Leadership and governance for mental health 3. Mental health and social care services 4. Strategies for promotion and prevention in mental health and 5. Information systems, evidence and research for mental health. First, a desk-based exercise was conducted, in which data was drawn from the public domain. Second, a field visit was conducted at each site, comprising visits to facilities and consultation meetings with key stakeholders. Results Our key findings were 1. Despite most of these SIDS being high-income economies, social inequalities within states exist. There was no population-level data on mental health burden. 2. All SIDS have a mental health policy or plan, but implementation is typically limited due to lack of funds or staff shortages. There was minimal evidence of service user involvement in policy or service development. 3. All SIDS have a specialist, multi-disciplinary mental health workforce, however Montserrat and Anguilla rely on visiting psychiatrists. Child and adolescent and dedicated crisis intervention services were found in only two and one SIDS respectively. A recovery-oriented ethos was not identified in any SIDS. 4. Mental illness stigma was prevalent in all SIDS. Promotion and prevention were objectives of mental health strategies for all SIDS, however activities tended to be sporadic. No mental health non-Governmental organisations were identified in three SIDS. 5. Health information systems are generally underdeveloped, with paper-based systems in three SIDS. There has been no rigorous local mental health research. Conclusion Cross-cutting recommendations include: to develop mental health action plans that include clear implementation indicators; to facilitate community surveys to ascertain the prevalence of mental disorders; to explore task-sharing approaches to increase access to primary mental health care; and to develop programmes of mental health promotion and prevention. Supplementary Information The online version contains supplementary material available at 10.1186/s13033-022-00552-9.
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Affiliation(s)
- Ian F Walker
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK.
| | - Laura Asher
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK.,University of Nottingham, School of Medicine, Academic Unit of Population and Lifespan Sciences, Nottingham, UK
| | - Anees Pari
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | | | | | | | - Irad Potter
- Ministry of Health and Social Development, Government of the Virgin Islands, Tortola, British Virgin Islands
| | - Virginia Rubaine
- Health Services Authority, Government of the Virgin Islands, Tortola, British Virgin Islands
| | - June M Samuel
- Ministry of Health and Social Development, Government of the Virgin Islands, Tortola, British Virgin Islands.,Health Services Authority, Government of the Virgin Islands, Tortola, British Virgin Islands
| | - Aisha Andrewin
- Ministry of Health and Social Development, Government of Anguilla, The Valley, Anguilla
| | - Janett Flynn
- Ministry of Health, Environment, Culture and Housing, Cayman Islands Government, Grand Cayman, Cayman Islands
| | - Arline L McGill
- Health Services Authority, George Town Hospital, Cayman Islands Government, Grand Cayman, Cayman Islands
| | | | - Alicia B Malcom
- Ministry of Health, Agriculture, Sports and Human Services, Government of the Turks and Caicos Islands, Grand Turk, Turks and Caicos Islands
| | - Gemma Mann
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Ahmed Razavi
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Roger C Gibson
- Department of Community Health & Psychiatry, The University of the West Indies, Mona Campus, Kingston 7, Jamaica
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Zahir MZ, Miles A, Hand L, Ward EC. Opportunities to Enhance Children's Communication Development at School in Underserved Communities. Lang Speech Hear Serv Sch 2021; 53:104-121. [PMID: 34793257 DOI: 10.1044/2021_lshss-20-00148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Alternative service delivery approaches are required to provide support for children with communication difficulties in underserved communities. Schools have a unique set of assets that can be utilized to provide this support. This study explored what the education sector and classrooms in the early years of schooling offer as support for children with communication difficulties in an underserved Majority World country, the Maldives. The objective was to identify opportunities to enhance support provided for these children. METHOD A qualitative multimethod approach was used involving (a) 520 min of classroom observational data from four remote schools, (b) interviews with four special education needs teachers, and (c) an interview with a Ministry of Education official. Classroom observational data were analyzed using the Communication Supporting Classroom Observation Tool. Deductive content analysis was used to analyze the interview data. RESULTS The support system aimed to reflect the Inclusive Education Policy of the Maldives. The Ministry of Education official and teachers raised concerns regarding lack of allied health services such as speech-language therapy in schools. Teachers frequently used certain communication supporting interactions such as imitation in classrooms. Missed opportunities to enhance communication were observed, including limited use of some interaction features such as modeling language, limited planned opportunities for children to interact in class, and limited resources in the environment to develop communication in Grade 1 and 2 compared to preschool. CONCLUSION Findings suggest building capacity among teachers and training teachers on identified classroom communication support areas to enhance support for children with communication difficulties. Supplemental Material https://doi.org/10.23641/asha.17003980.
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Affiliation(s)
| | | | | | - Elizabeth C Ward
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia.,Centre for Functioning and Health Research, Metro South Hospital and Health Service, Brisbane, Queensland, Australia
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Zahir MZ, Miles A, Hand L, Ward EC. Optimising existing speech-language therapy resources in an underserved community: A study of the Maldives. JOURNAL OF COMMUNICATION DISORDERS 2021; 93:106136. [PMID: 34325224 DOI: 10.1016/j.jcomdis.2021.106136] [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: 10/20/2020] [Revised: 05/23/2021] [Accepted: 05/31/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND People living in Majority world countries face complex challenges regarding speech-language therapy services. As traditional individualised service delivery approaches may not suit the needs of the population, customised solutions are needed. AIM This study explored speech-language therapy and related resources available in the Maldives, a Majority world country, as seen by local government representatives and service providers. The goal was to identify service delivery approaches for children with communication difficulties that could yield the most out of existing resources. METHOD Semi-structured interviews were conducted with six service providers (three speech-language therapists (SLTs), three representatives from Non-Governmental Organisations (NGOs) related to disabilities) and six local government representatives (atoll councillors) of the Maldives. Interview questions related to services available for children with communication difficulties. The data were analysed via deductive content analysis. RESULTS SLTs predominantly delivered traditional individualised and rehabilitative therapy. Services were unevenly distributed across the Maldives with some atolls receiving no services. Support was available from community groups and atoll councillors in some atolls, for instance to access aids provided by the government. Some NGOs were trialling alternative service delivery approaches by conducting programs for parents and teachers in atolls. Participants suggested several possible measures including increasing awareness of speech-language therapy and communication difficulties amongst communities, engaging active community groups to support interventions and allowing less qualified professionals to provide services. The costs related to access and provide services were noted as a challenge. CONCLUSION While this study discovered limitations, the existing resources that were identified can be better directed to reach more children who require services in the Maldives. The following potential alternative service delivery approaches were derived from the results: focusing on prevention, using public health approaches to train families and teachers, creating awareness, building capacity within the community, and adopting cost-effective approaches to provide services.
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Affiliation(s)
| | - Anna Miles
- The University of Auckland, Auckland, New Zealand
| | - Linda Hand
- The University of Auckland, Auckland, New Zealand
| | - Elizabeth C Ward
- The University of Queensland, School of Health and Rehabilitation Sciences, Queensland, Australia; Centre for Functioning and Health Research, Metro South Hospital and Health Service, Queensland, Australia.
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