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Demirci GM, Kittler PM, Phan HTT, Gordon AD, Flory MJ, Parab SM, Tsai CL. Predicting mental and psychomotor delay in very pre-term infants using machine learning. Pediatr Res 2024; 95:668-678. [PMID: 37500755 PMCID: PMC10899098 DOI: 10.1038/s41390-023-02713-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 04/25/2023] [Accepted: 06/15/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Very preterm infants are at elevated risk for neurodevelopmental delays. Earlier prediction of delays allows timelier intervention and improved outcomes. Machine learning (ML) was used to predict mental and psychomotor delay at 25 months. METHODS We applied RandomForest classifier to data from 1109 very preterm infants recruited over 20 years. ML selected key predictors from 52 perinatal and 16 longitudinal variables (1-22 mo assessments). SHapley Additive exPlanations provided model interpretability. RESULTS Balanced accuracy with perinatal variables was 62%/61% (mental/psychomotor). Top predictors of mental and psychomotor delay overlapped and included: birth year, days in hospital, antenatal MgSO4, days intubated, birth weight, abnormal cranial ultrasound, gestational age, mom's age and education, and intrauterine growth restriction. Highest balanced accuracy was achieved with 19-month follow-up scores and perinatal variables (72%/73%). CONCLUSIONS Combining perinatal and longitudinal data, ML modeling predicted 24 month mental/psychomotor delay in very preterm infants ½ year early, allowing intervention to start that much sooner. Modeling using only perinatal features fell short of clinical application. Birth year's importance reflected a linear decline in predicting delay as birth year became more recent. IMPACT Combining perinatal and longitudinal data, ML modeling was able to predict 24 month mental/psychomotor delay in very preterm infants ½ year early (25% of their lives) potentially advancing implementation of intervention services. Although cognitive/verbal and fine/gross motor delays require separate interventions, in very preterm infants there is substantial overlap in the risk factors that can be used to predict these delays. Birth year has an important effect on ML prediction of delay in very preterm infants, with those born more recently (1989-2009) being increasing less likely to be delayed, perhaps reflecting advances in medical practice.
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Affiliation(s)
- Gözde M Demirci
- Computer Science Department, The Graduate Center of the City University of NY, New York, NY, USA
| | - Phyllis M Kittler
- Department of Infant Development, NYS Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA
- Pediatrics, Richmond University Medical Center, Staten Island, NY, USA
| | - Ha T T Phan
- Department of Infant Development, NYS Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA
- Pediatrics, Richmond University Medical Center, Staten Island, NY, USA
| | - Anne D Gordon
- Department of Infant Development, NYS Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA
- Pediatrics, Richmond University Medical Center, Staten Island, NY, USA
| | - Michael J Flory
- Department of Infant Development, NYS Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA
| | - Santosh M Parab
- Pediatrics, Richmond University Medical Center, Staten Island, NY, USA
| | - Chia-Ling Tsai
- Computer Science Department, Queens College of the City University of NY, Flushing, NY, USA.
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Burgoyne K, Pagnamenta E, Hartwell K, Stojanovik V. Protocol for a randomised controlled feasibility trial of parent-delivered early language intervention for children with Down syndrome (PACT-DS). Pilot Feasibility Stud 2023; 9:196. [PMID: 38062458 PMCID: PMC10702108 DOI: 10.1186/s40814-023-01419-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 11/16/2023] [Indexed: 10/16/2024] Open
Abstract
BACKGROUND Down syndrome is the most common genetic cause of intellectual disability, affecting 700-800 babies annually in the UK (Wu J, Morris J, Eur J Hum Genet 21:1016-9, 2013). Children with Down syndrome have difficulties developing language skills. These difficulties can have long-term negative consequences for all aspects of their lives including social development, education and employment opportunities, and emotional wellbeing and mental health (Irwin LG et. al 2007). These aspects all have the potential to be improved through targeted early language intervention. Parents and Children Together (PACT) is a parent-delivered early language teaching programme for typically developing pre-school children at risk of language delays. A previous project (Burgoyne K, J Child Psychol Psychiatry 59(5):545-55, 2018) showed that PACT leads to improvements in children's language and early literacy skills. Our team has worked closely with six families to adapt PACT for children with Down syndrome. The aim of the current study is to conduct a feasibility randomised controlled trial (RCT) to evaluate the feasibility of a definitive RCT and explore initial evidence of the adapted programme's potential to support children's language and literacy development. METHOD This is a two-arm feasibility randomised controlled trial in which children will be randomly allocated to either a PACT-DS group or to a waiting control group (who will receive intervention at the end of the project). We aim to recruit 28-30 children with Down syndrome (aged 3-6 years) and their parents/caregivers to take part. The PACT-DS group will be trained to deliver PACT-DS every day (20 min a day; 5 days a week) to their child over 30 weeks. We will collect data using assessments of child language and early literacy, measures of parent wellbeing, qualitative surveys and interviews, and monitoring data to explore trial feasibility (including recruitment and retention of families and adherence and acceptability of intervention) and cost and benefits. Data will be collected before intervention, immediately after the 30-week intervention programme, and 6 months after intervention ends. Clear progression criteria will be used to assess suitability for a definitive trial. DISCUSSION This study represents initial steps in developing a definitive trial of the PACT-DS programme and will add to the limited evidence base on early language intervention for children with Down syndrome. This programme of research has the potential to make significant advancements in early language intervention research and practice for this group. TRIAL REGISTRATION The trial is registered with the ISRCTN registry: study ID ISRCTN63251282 . Registered on 14 July 2023.
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Affiliation(s)
- Kelly Burgoyne
- Manchester Institute of Education, University of Manchester, Manchester, M13 9PL, UK.
| | | | - Kirstie Hartwell
- Manchester Institute of Education, University of Manchester, Manchester, M13 9PL, UK
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McKean C, Reilly S. Creating the conditions for robust early language development for all: Part two: Evidence informed public health framework for child language in the early years. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2023; 58:2242-2264. [PMID: 37431980 DOI: 10.1111/1460-6984.12927] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/14/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND One of the most significant developmental accomplishments is the emergence of language in early childhood. Whilst this process is effortless for most children, others can face significant hurdles. Identifying, in the early years, which children will go on to have developmental language disorder is, however, fraught with several well-documented challenges. In the preceding paper we described and linked new research evidence about factors that influence language development in the early years, noting that exposure to some may be time sensitive and that these influences cluster together and can accumulate over time. We demonstrated that risk profiles were associated with and characterised low language trajectories, and we considered how this information could be integrated into a concept that moves beyond screening at single time points in the early years. We argue that this evidence might be used to build an improved early years framework for language thereby creating a more equitable surveillance system that does not leave children living in less advantageous circumstances behind. Underpinning this thinking was a bioecological framework that incorporates the social, environmental and family factors in the child's ecosystem known to influence language development in the early years. AIMS To develop a proposal for the design and implementation of an early language public health framework based on current best evidence METHODS: We synthesised the findings from the companion paper (Reilly & McKean 2023) regarding early language trajectories, inequalities and clustering of risks with key public health concepts, relevant intervention evidence and implementation theories to develop a new framework for language surveillance and preventative interventions in the early years. MAIN CONTRIBUTION An evidence informed early language public health framework is presented. Describing in turn (1) essential components; (2) relevant interventions; (3) essential qualities for implementation ((i) probabilistic, (ii) proportionate, (iii) developmental and sustained and (iv) codesigned); (4) system-level structures and (5) processes required to adopt and embed an early language public health framework in an existing Local Government Area's child health surveillance and early prevention-intervention systems. CONCLUSIONS Children's language development influences their life chances across the life course and language difficulties are unfairly distributed across society. Current evidence points to the need for whole systems approaches to early child language and enables a blueprint for such a framework to be described. WHAT THIS PAPER ADDS What is already known on the subject Early child language development sets the stage for a child's life chances and language difficulties can have profound long-term consequences. Such difficulties are unfairly distributed across society and the reach of preventative services is not universal or equitable. WHAT THIS STUDY ADDS Several effective primary and secondary preventative interventions exist but their successful implementation is not straightforward. An early language public health framework of surveillance and intervention is described to provide equitable and effective early interventions to children from 0-4 years. We detail the essential components, interventions and qualities of that framework and describe system-level structures and processes required to adopt and embed an early language public health framework in a given locality. WHAT ARE THE CLINICAL IMPLICATIONS OF THIS WORK?: A whole systems approach to early child language is required and should be co-designed through local collaboration with family, community and children's services stakeholders. A public health speech and language therapist role could catalyse the implementation of such approaches and support continuous improvement.
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Affiliation(s)
| | - Sheena Reilly
- Griffith University, Gold Coast Campus, Southport, Australia
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Reggin LD, Gómez Franco LE, Horchak OV, Labrecque D, Lana N, Rio L, Vigliocco G. Consensus Paper: Situated and Embodied Language Acquisition. J Cogn 2023; 6:63. [PMID: 37841673 PMCID: PMC10573584 DOI: 10.5334/joc.308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 07/10/2023] [Indexed: 10/17/2023] Open
Abstract
Theories of embodied cognition postulate that perceptual, sensorimotor, and affective properties of concepts support language learning and processing. In this paper, we argue that language acquisition, as well as processing, is situated in addition to being embodied. In particular, first, it is the situated nature of initial language development that affords for the developing system to become embodied. Second, the situated nature of language use changes across development and adulthood. We provide evidence from empirical studies for embodied effects of perception, action, and valence as they apply to both embodied cognition and situated cognition across developmental stages. Although the evidence is limited, we urge researchers to consider differentiating embodied cognition within situated context, in order to better understand how these separate mechanisms interact for learning to occur. This delineation also provides further clarity to the study of classroom-based applications and the role of embodied and situated cognition in the study of developmental disorders. We argue that theories of language acquisition need to address for the complex situated context of real-world learning by completing a "circular notion": observing experimental paradigms in real-world settings and taking these observations to later refine lab-based experiments.
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Affiliation(s)
| | | | | | | | - Nadia Lana
- McMaster University, Hamilton, ON, Canada
| | - Laura Rio
- Universitàdi Bologna, Bologna, Italy
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Kwok E, Cermak CA, Hatherly K, Cunningham BJ. Intervention Goals for Preschoolers With Language Difficulties and Disorders: A Scoping Review Using the International Classification of Functioning, Disability and Health Framework. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2022; 31:1-70. [PMID: 35302873 DOI: 10.1044/2021_ajslp-21-00226] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
PURPOSE The primary aim of this scoping review was to categorize language therapy goals reported in intervention studies for preschoolers (i.e., children from birth to 5;0 [years;months]) with language difficulties and disorders within the World Health Organization's International Classification of Functioning, Disability and Health (ICF) framework. A secondary aim was to determine whether different therapy goals were reported for two language difficulty/disorder subtypes (i.e., comparing language difficulty/disorder associated with a biomedical condition to those without an associated biomedical condition). METHOD The scoping review followed Arksey and O'Malley (2005) guidelines. Articles were retrieved from speechBITE, with age (under 5 years), intervention area (language), and study design (all but systematic reviews and clinical practice guidelines) specified as inclusion criteria. Language goals were extracted and categorized into the ICF components, and the distribution of goals across ICF components was compared for studies involving children with the two language difficulty/disorder subtypes. RESULTS A total of 287 articles were identified; 140 met inclusion criteria. Of the 293 goals extracted, 48% aligned with the activities component of the ICF framework, followed by participation (26%), environmental factors (20%), body functions and structures (3%), and personal factors (3%). Most participation-focused goals were reported from intervention studies involving preschoolers with a language difficulty/disorder associated with a biomedical condition. CONCLUSIONS Few participation-focused goals were reported in intervention studies for preschoolers with language difficulty/disorder without an associated condition. Future work is needed to support integrating the ICF framework in goal setting for both research and practice.
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Affiliation(s)
- Elaine Kwok
- CanChild, McMaster University, Institute of Applied Health Sciences, Hamilton, Ontario, Canada
- Richard and Roxelyn Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Carly A Cermak
- School of Communication Sciences and Disorders, London, Ontario, Canada
| | - Kathryn Hatherly
- School of Communication Sciences and Disorders, London, Ontario, Canada
| | - Barbara Jane Cunningham
- CanChild, McMaster University, Institute of Applied Health Sciences, Hamilton, Ontario, Canada
- School of Communication Sciences and Disorders, London, Ontario, Canada
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Green J, Leadbitter K, Ainsworth J, Bucci S. An integrated early care pathway for autism. THE LANCET. CHILD & ADOLESCENT HEALTH 2022; 6:335-344. [PMID: 35303486 DOI: 10.1016/s2352-4642(22)00037-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/25/2022] [Accepted: 01/27/2022] [Indexed: 01/17/2023]
Abstract
In this Viewpoint, we argue for the need to reconceptualise an integrated early-care provision for autistic children in the light of their enduring support needs and relevant new findings from developmental and intervention research. This model goes beyond short-term reactive care to outline an early proactive, evidenced, developmentally phased, and scalable programme of support for autistic children and their families from the earliest opportunity, with timely access to later step-up care when needed. We also integrate this model with emerging opportunities from data science and digital health technologies as a potential facilitator of such a pathway. Building on this work, we argue that the best current autism intervention evidence can be integrated with concepts and evidence gained in the management of other enduring health conditions to support an autistic child and their family through their early development. The aim is to improve those children's social communication abilities, expand their range and flexibility of interests, and mitigate any negative impacts of sensory difficulties and restricted, repetitive behaviours on the child and their family wellbeing. The pathway solutions described could also be adapted for older adolescents and adults and could be used within the health systems of different countries, including within low-income and middle-income contexts.
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Affiliation(s)
- Jonathan Green
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Manchester, UK; Department of Child and Adolescent Mental Health, Manchester Royal Children's Hospital, Manchester, UK.
| | - Kathy Leadbitter
- Division of Neuroscience and Experimental Psychology, School of Biological Sciences, Manchester, UK
| | - John Ainsworth
- Division of Imaging, Informatics and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Sciences Centre, University of Manchester, Manchester, UK
| | - Sandra Bucci
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine, and Health, Manchester Academic Health Sciences Centre, University of Manchester, Manchester, UK; Complex Trauma and Resilience Research Unit, Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
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KAS B, JAKAB Z, LŐRIK J. Development and norming of the Hungarian CDI-III: A screening tool for language delay. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2022; 57:252-273. [PMID: 34997807 PMCID: PMC9304143 DOI: 10.1111/1460-6984.12686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 09/28/2021] [Accepted: 10/22/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Difficulties in language development are related to social and emotional problems, lower academic outcomes, and lower quality of life from childhood to adolescence. These grave consequences might be significantly reduced by timely identification and professional support. The introduction of systematic screening for language delay (LD) in 3-year-old children in Hungary was based on the recent adaptation of the MacArthur-Bates CDI-III (HCDI-III). AIMS To explore the relevant psychometric properties of the HCDI-III; to identify factors characteristic of the families and children influencing language development at the age group under investigation; and to evaluate the adequacy of the tool for the purpose of screening LD in kindergarten at the age of 3 years. METHODS & PROCEDURES The norming study of the HCDI-III was conducted in a collaborative research project with the Metropolitan Pedagogical Services in Budapest. HCDI-III parent report forms along with a demographic survey form were distributed to parents of all Hungarian-speaking children between the ages of 2;0 and 4;2 without special education needs. The normative sample comprised data from 1424 children aged 2;0-4;2 with 51.1% boys and 48.9% girls. The data set contained information including language skills, basic demographics, birth conditions, health issues and socio-economic status (SES). OUTCOMES & RESULTS In the HCDI-III form, six outcome variables were created to cover the domains of expressive vocabulary, morphosyntax and language use. Statistical analyses revealed appropriate psychometric properties of five outcome variables that showed a normal distribution and were strongly correlated to age. Outcomes of girls were slightly (but significantly) higher on scales corresponding to vocabulary, syntax, language use and productivity. Most variables were highly correlated with one another even with age partialled out. Multiple regression analyses revealed significant effect of age, gender and parental education on all main outcome variables. Neither one of the other eight predictors, including familial and birth-related factors, affected linguistic outcomes in our sample. CONCLUSIONS & IMPLICATIONS The results are consistent with the majority of Communicative Development Inventory (CDI) studies, and support the psychometric eligibility of the instrument for screening purposes between 30 and 50 months. As certain regions of Hungary are characterised by a high prevalence of low-SES families, more research is needed to adapt the screening procedure and subsequent measures to their needs. WHAT THIS PAPER ADDS What is already known on the subject Difficulties in language development are related to lower social and academic outcomes and lower quality of life from childhood to adolescence. These grave consequences might be significantly reduced by timely identification and professional support. Structured parent report forms such as the MacArthur-Bates CDI are widely accepted methods for screening children with LD. What this paper adds to existing knowledge This study reports the Hungarian adaptation and norming of the CDI-III form. Statistical analyses revealed appropriate psychometric properties of most of its sections. Language outcomes were affected by age, gender and parental education on all main outcome variables in children between 2 and 4 years of age. What are the potential or actual clinical implications of this work? The results support the psychometric eligibility of the HCDI-III instrument for screening purposes. The introduction of the screening procedure in clinical practice is expected to improve early support of children with language difficulties and reduce risks of developmental problems related to language disorders.
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Affiliation(s)
- Bence KAS
- Hungarian Research Centre for LinguisticsEötvös Loránd Research NetworkBudapestHungary
- Bárczi Gusztáv Faculty of Special Needs EducationEötvös Loránd UniversityBudapestHungary
| | - Zoltán JAKAB
- Bárczi Gusztáv Faculty of Special Needs EducationEötvös Loránd UniversityBudapestHungary
| | - József LŐRIK
- Bárczi Gusztáv Faculty of Special Needs EducationEötvös Loránd UniversityBudapestHungary
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Snowling MJ, Hulme C. Annual Research Review: Reading disorders revisited - the critical importance of oral language. J Child Psychol Psychiatry 2021; 62:635-653. [PMID: 32956509 DOI: 10.1111/jcpp.13324] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/24/2020] [Accepted: 08/11/2020] [Indexed: 02/06/2023]
Abstract
This paper discusses research on reading disorders during the period since their classification within the overarching category of neurodevelopmental disorders (Journal of Child Psychology and Psychiatry, 53, 2012, 593). Following a review of the predictors of learning to read across languages, and the role of language skills as critical foundations for literacy, profiles of reading disorders are discussed and putative causal risk factors at the cognitive, biological, and environmental levels of explanation considered. Reading disorders are highly heritable and highly comorbid with disorders of language, attention, and other learning disorders, notably mathematics disorders. The home literacy environment, reflecting gene-environment correlation, is one of several factors that promote reading development and highlight an important target for intervention. The multiple deficit view of dyslexia (Cognition, 101, 2006, 385) suggests that risks accumulate to a diagnostic threshold although categorical diagnoses tend to be unstable. Implications for assessment and intervention are discussed.
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Affiliation(s)
- Margaret J Snowling
- Department of Experimental Psychology, University of Oxford, Oxford, UK.,St John's College, University of Oxford, Oxford, UK
| | - Charles Hulme
- Department of Education, University of Oxford, Oxford, UK
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Inoue T, Manolitsis G, de Jong PF, Landerl K, Parrila R, Georgiou GK. Home Literacy Environment and Early Literacy Development Across Languages Varying in Orthographic Consistency. Front Psychol 2020; 11:1923. [PMID: 32849130 PMCID: PMC7412602 DOI: 10.3389/fpsyg.2020.01923] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 07/13/2020] [Indexed: 11/13/2022] Open
Abstract
We examined the relation between home literacy environment (HLE) and early literacy development in a sample of children learning four alphabetic orthographies varying in orthographic consistency (English, Dutch, German, and Greek). Seven hundred and fourteen children were followed from Grade 1 to Grade 2 and tested on emergent literacy skills (vocabulary, letter knowledge, and phonological awareness) at the beginning of Grade 1 and on word reading fluency and spelling at the end of Grade 1, the beginning of Grade 2, and the end of Grade 2. Their parents responded to a questionnaire assessing HLE [parent teaching (PT), shared book reading (SBR), access to literacy resources (ALR)] at the beginning of Grade 1. Results showed first that PT was associated with letter knowledge or phonological awareness in Dutch and Greek, while ALR was associated with emergent literacy skills in all languages. SBR did not predict any cognitive or early literacy skills in any language. Second, PT and ALR had indirect effects on literacy outcomes via different emergent literacy skills in all languages. These findings suggest that not all HLE components are equally important for emergent literacy skills, reading fluency, and spelling. No specific trend in the role of orthographic consistency in the aforementioned relations emerged, which suggests that other factors may account for the observed differences across languages when children start receiving formal reading instruction in Grade 1.
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Affiliation(s)
- Tomohiro Inoue
- Department of Psychology, Chinese University of Hong Kong, Shatin, Hong Kong
| | - George Manolitsis
- Department of Preschool Education, University of Crete, Rethymnon, Greece
| | - Peter F de Jong
- Faculty of Social and Behavioural Sciences, University of Amsterdam, Amsterdam, Netherlands
| | - Karin Landerl
- Institute of Psychology, University of Graz, Graz, Austria.,Department of Cognitive Science, Macquarie University, Sydney, NSW, Australia
| | - Rauno Parrila
- Department of Educational Studies, Macquarie University, Sydney, NSW, Australia
| | - George K Georgiou
- Department of Educational Psychology, University of Alberta, Edmonton, AB, Canada
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Levickis P, McKean C, Wiles A, Law J. Expectations and experiences of parents taking part in parent-child interaction programmes to promote child language: a qualitative interview study. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2020; 55:603-617. [PMID: 32525603 DOI: 10.1111/1460-6984.12543] [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: 03/06/2019] [Revised: 05/11/2020] [Accepted: 05/12/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Parent-child interaction therapies are commonly used by speech and language therapists (SLTs) when providing services to young children with language learning difficulties. However, the way parents react to the demands of such interventions is clearly important, especially for those from socially disadvantaged backgrounds. Parents play a central role in the therapy process so to ensure parent engagement, and to maximize intervention effectiveness, parents' views must be considered. AIMS To explore the expectations and experiences of parents from socially disadvantaged backgrounds who had taken part in a parent-child interaction programme aimed at promoting language development in 2-3 year olds with language difficulties. METHODS & PROCEDURES The sample included parents who had a child aged 2-3 years and had attended a parent-child interaction programme to promote their child's language development. Parents were eligible to take part if they were living in the 30% most deprived areas in a city in the North of England that constituted the study site. Ten parents participated in a qualitative semi-structured face-to-face interview in the home. Framework analysis was used to analyse the interview transcripts. OUTCOMES & RESULTS Parents' expectations before taking part in parent-child interaction interventions contribute to how they may engage throughout the intervention process. Barriers include parents' uncertainty about the nature of the intervention and differing attitudes regarding intervention approaches and strategies. Facilitators during the intervention process include gaining support from other parents, reassurance from the SLT regarding their child's language development, and their own ability to support their child's language learning, as well as increased confidence in how they support their child's development. CONCLUSIONS & IMPLICATIONS Parents respond very differently to parent-child interaction intervention for children with language difficulties, depending on their expectations and attitudes towards intervention. Thus, it is critical that these different perspectives are understood by practitioners before intervention commences to ensure successful engagement. What this paper adds What is already known on this subject Parent-child interaction interventions are widely used to promote child language development. Parents play a central role in the therapy process of such interventions, so to maximize effectiveness, parents must be appropriately 'engaged' in that intervention. This involves attending, fully participating and having appropriate attitudinal and/or emotional involvement. The reciprocal nature of engagement means that parents are more likely to become engaged in intervention over time when they are supported by their SLT. What this paper adds to existing knowledge Parental expectations about the intervention process vary considerably and often need to be negotiated before the start of intervention. Reassurance and supporting positive attitudes to co-working with their SLT may be particularly important for families living with social disadvantage. Supporting parent engagement in parent-child interaction programmes can contribute to the parents' capability to continue implementing language-promoting strategies outside the intervention context and beyond the end of therapy. What are the potential or actual clinical implications of this work? Parents have different expectations regarding programme involvement. Therefore, having a two-way, open dialogue between parents and SLTs from the beginning is clearly important, not only as a way of sharing information but also to build on parents' understanding of what the intervention will involve and trust that the SLT will be able to deliver the intervention in collaboration with the parent. SLTs can enhance parent engagement by supporting parents to feel confident and providing reassurance in terms of their child's development and how they can support their child's language learning.
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Affiliation(s)
- Penny Levickis
- Newcastle University, Newcastle upon Tyne, UK
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Melbourne Graduate School of Education, The University of Melbourne, VIC, Australia
| | - Cristina McKean
- Newcastle University, Newcastle upon Tyne, UK
- Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Alex Wiles
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - James Law
- Newcastle University, Newcastle upon Tyne, UK
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O'Toole C, Lyons R, Ó'Doibhlín D, O'Farrell F, Houghton C. Stage 1 Registered Report: The experiences and perceptions of parent-child interaction therapy for parents of young children with communication difficulties: A qualitative evidence synthesis protocol. HRB Open Res 2020; 2:36. [PMID: 32566893 PMCID: PMC7281664 DOI: 10.12688/hrbopenres.12974.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2020] [Indexed: 12/22/2022] Open
Abstract
Background: Parent-child interaction therapy refers to a group of interventions mediated by trained parents to address areas of developmental difficulties in children. In the field of speech and language therapy it is used in early intervention for children with speech, language and communication difficulties. The intervention involves training parents and caregivers on the importance of responsivity and language input in daily interactions and coaches them on strategies to implement these with the children. As the success of the intervention is heavily influenced by caregiver engagement, understanding and acceptance, it is important to consider their views. However, to date there has been limited work on synthesising parental views of this intervention. Methods: This is a protocol for a qualitative evidence synthesis of peer-reviewed qualitative papers addressing the experiences and perceptions of parent-child interaction therapy for parents of children with communication difficulties. We will complete a systematic search of 11 databases, review the reference lists and complete a cited reference search of all included studies. Two authors will independently screen tests for inclusion, initially by title and abstract, with full-text screening as necessary. Thematic synthesis will be used for all included studies. We will appraise the quality of included studies using CASP and confidence in the review findings using GRADE CERQual. Discussion: As the views of parents are pivotal in the success of this intervention, the findings from this synthesis should help to guide best practice and policy for the future implementation of parent child interaction therapy for children with communication difficulties..
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Affiliation(s)
- Ciara O'Toole
- Department of Speech and Hearing Sciences, University College Cork, Cork, Ireland
| | - Rena Lyons
- Discipline of Speech and Language Therapy, National University of Ireland, Galway, Galway, Ireland
| | - Donna Ó'Doibhlín
- Boston Scientific Library, University College Cork, Cork, Ireland
| | | | - Catherine Houghton
- School of Nursing and Midwifery, National University of Ireland, Galway, Galway, Ireland
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12
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Porod TK, Gorman BK. Home and Clinical Literacy Practices for Children With Cleft Lip and Palate. Cleft Palate Craniofac J 2020; 57:1216-1229. [DOI: 10.1177/1055665620924938] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Objective: The purpose of this study was to examine experiences and practices related to supporting literacy development and preventing reading difficulties in children with cleft lip and/or palate (CL/P). Methods: Via online surveys, 67 respondents including 35 parents/guardians of children with CL/P and 32 speech-language pathologists (SLPs) answered questions about home literacy practices, clinical practices, and perceptions of SLPs’ role in literacy. Results: The variability in responses highlights both the positive contributions of parents/guardians and SLPs in supporting literacy development and preventing reading disabilities in children with cleft and the need for increased education and efforts to meet their literacy needs.
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Affiliation(s)
- Therese K. Porod
- Department of Communication Sciences and Disorders, Elmhurst College, IL, USA
| | - Brenda K. Gorman
- Department of Communication Sciences and Disorders, Elmhurst College, IL, USA
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13
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Davies C, McGillion M, Rowland C, Matthews D. Can inferencing be trained in preschoolers using shared book-reading? A randomised controlled trial of parents' inference-eliciting questions on oral inferencing ability. JOURNAL OF CHILD LANGUAGE 2020; 47:655-679. [PMID: 31858950 DOI: 10.1017/s0305000919000801] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The ability to make inferences is essential for effective language comprehension. While inferencing training benefits reading comprehension in school-aged children (see Elleman, 2017, for a review), we do not yet know whether it is beneficial to support the development of these skills prior to school entry. In a pre-registered randomised controlled trial, we evaluated the efficacy of a parent-delivered intervention intended to promote four-year-olds' oral inferencing skills during shared book-reading. One hundred children from socioeconomically diverse backgrounds were randomly assigned to inferencing training or an active control condition of daily maths activities. The training was found to have no effect on inferencing. However, inferencing measures were highly correlated with children's baseline language ability. This suggests that a more effective approach to scaffolding inferencing in the preschool years might be to focus on promoting vocabulary to develop richer and stronger semantic networks.
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Affiliation(s)
| | | | - Caroline Rowland
- ESRC LuCiD Centre & Department of Psychological Sciences, University of Liverpool, UK
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
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14
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Bang JY, Adiao AS, Marchman VA, Feldman HM. Language nutrition for language health in children with disorders: a scoping review. Pediatr Res 2020; 87:300-308. [PMID: 31454828 PMCID: PMC6962542 DOI: 10.1038/s41390-019-0551-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 08/09/2019] [Accepted: 08/16/2019] [Indexed: 11/09/2022]
Abstract
The quantity and quality of child-directed speech-language nutrition-provided to typically-developing children is associated with language outcomes-language health. Limited information is available about child-directed speech to children at biological risk of language impairments. We conducted a scoping review on caregiver child-directed speech for children with three clinical conditions associated with language impairments-preterm birth, intellectual disability, and autism-addressing three questions: (1) How does child-directed speech to these children differ from speech to typically-developing children? (2) What are the associations between child-directed speech and child language outcomes? (3) How convincing are intervention studies that aim to improve child-directed speech and thereby facilitate children's language development? We identified 635 potential studies and reviewed 57 meeting study criteria. Child-directed speech to children with all conditions was comparable to speech to language-matched children; caregivers were more directive toward children with disorders. Most associations between child-directed speech and outcomes were positive. However, several interventions had minimal effects on child language. Trials with large samples, intensive interventions, and multiple data sources are needed to evaluate child-directed speech as a means to prevent language impairment. Clinicians should counsel caregivers to use high quality child-directed speech and responsive communication styles with children with these conditions.
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Affiliation(s)
- Janet Y Bang
- Department of Psychology, School of Humanities and Sciences, Stanford University, Stanford, CA, USA
| | - Aubrey S Adiao
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, CA, USA
| | - Virginia A Marchman
- Department of Psychology, School of Humanities and Sciences, Stanford University, Stanford, CA, USA
| | - Heidi M Feldman
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, CA, USA.
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15
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O'Toole C, Lyons R, Ó’Doibhlín D, O’Farrell F, Houghton C. Stage 1 Registered Report: The experiences and perceptions of parent-child interaction therapy for parents of young children with communication difficulties: A qualitative evidence synthesis protocol. HRB Open Res 2019; 2:36. [DOI: 10.12688/hrbopenres.12974.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2019] [Indexed: 11/20/2022] Open
Abstract
Background: Parent-child interaction therapy is an early intervention for children with speech, language and communication difficulties. It involves training parents and caregivers on the importance of responsivity and language input in daily interactions and coaches them on strategies to implement this with the children. As the success of the intervention is heavily influenced by caregiver engagement, understanding and acceptance, it is important to consider their views. However, to date there has been limited work on synthesizing parental views of this intervention. Methods: This is a protocol for a qualitative evidence synthesis of peer-reviewed papers addressing the experiences and perceptions of parent-child interaction therapy for parents of young children with communication difficulties. We will complete a systematic search of 11 databases, review the reference lists and complete a cited reference search of all included studies. Two authors will independently screen tests for inclusion, initially by title and abstract, with full-text screening as necessary. Thematic synthesis will be used for all included studies. We will appraise the quality of included studies using CASP and confidence in the review findings using GRADE CERQual. Discussion: The findings from this synthesis will help to guide best practice and policy for the implementation of parent child interaction therapy by considering the views of parents.
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16
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Mesa C, Restrepo MA. Effects of a Family Literacy Program for Latino Parents: Evidence From a Single-Subject Design. Lang Speech Hear Serv Sch 2019; 50:356-372. [DOI: 10.1044/2018_lshss-18-0035] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Purpose
This study investigated the effects of a family literacy program on Latino parents' language practices at home and their children's oral language skills. The study examined the extent to which (a) the program called
Family Reading Intervention for Language and Literacy in Spanish
was effective at teaching low-income, low-education Latino parents 3 language strategies (i.e., comments, high-level questions, and recasts) for reading aloud and (b) parent implementation of the target strategies influenced children's language skills.
Method
Five Latino mothers and their Spanish-speaking preschool children participated in a multiple-baseline, single-subject design across participants. Program initiation was staggered across the mothers after obtaining a stable baseline. Data on parent and child outcomes were collected across 3 experimental conditions: baseline, intervention, and follow-up. This study employed visual data analysis (e.g., level, trend, variability) to examine the program effects on parent and child outcomes.
Results
The program had an important effect on parental use of comments and high-level questions, but less impact on recasts. In addition, the program had a notable effect on the children's use of different words and conversational turns, less effect on inferences, and no effect on the mean length of utterance in words.
Conclusion
Family Reading Intervention for Language and Literacy in Spanish is an effective program to extend and enrich the reading practices that low-income children from a culturally and linguistically diverse background experience at home. The results have implications for family literacy programs aimed at minority Spanish-speaking families.
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Affiliation(s)
- Carol Mesa
- Department of Speech and Hearing Sciences, Arizona State University, Tempe
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17
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Davies KE, Marshall J, Brown LJE, Goldbart J. SLTs' conceptions about their own and parents' roles during intervention with preschool children. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2019; 54:596-605. [PMID: 30784166 DOI: 10.1111/1460-6984.12462] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 12/13/2018] [Accepted: 02/01/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Current research investigating collaboration between parents and speech and language therapists (SLTs) indicates that the SLT role is characterized by therapist-led practice. Co-working with parents of children with speech and language difficulties is less frequently described. In order to embrace co-working during intervention, the SLT role may need to be reframed, focusing on acquiring skills in the role of coach as well as the role of planning intervention and treating children. AIMS To report (1) SLTs' conceptions about their own roles during intervention for pre-school children with speech and language difficulties; and (2) SLTs' conceptions of parents' roles during intervention. METHODS & PROCEDURES A qualitative study used individual, semi-structured interviews with 12 SLTs working with pre-school children. Open-ended questions investigated SLTs' expectation of parents, experience of working with families, and the SLTs' conception of their roles during assessment, intervention and decision-making. Thematic network analysis was used to identify basic, organizational and global themes. RESULTS & OUTCOMES SLTs had three conceptions about their own role during intervention: treating, planning and coaching. The roles of treating and planning were clearly formulated, but the conception of their role as coach was more implicit in their discourse. SLTs' conception of parents' roles focused on parents as implementers of activities and only occasionally as change agents. CONCLUSIONS & IMPLICATIONS Collaboration that reflects co-working may necessitate changes in the conception about the role for both SLTs and parents. SLTs and parents may need to negotiate roles, with parents assuming learner and adaptor roles and SLTs adopting a coaching role to activate greater involvement of parents. Applying conceptual change theory offers new possibilities for understanding and enabling changes in SLTs' conception of roles, potentially initiating a deeper understanding of how to achieve co-working during speech and language intervention.
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Affiliation(s)
| | - Julie Marshall
- Manchester Metropolitan University, Research Institute for Health and Social Change, Manchester, UK
| | | | - Juliet Goldbart
- Research Institute for Health and Social Change, Manchester, UK
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18
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Roberts MY, Curtis PR, Sone BJ, Hampton LH. Association of Parent Training With Child Language Development: A Systematic Review and Meta-analysis. JAMA Pediatr 2019; 173:671-680. [PMID: 31107508 PMCID: PMC6537769 DOI: 10.1001/jamapediatrics.2019.1197] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
IMPORTANCE Training parents to implement strategies to support child language development is crucial to support long-term outcomes, given that as many as 2 of 5 children younger than 5 years have difficulty learning language. OBJECTIVE To examine the association between parent training and language and communication outcomes in young children. DATA SOURCES Searches of ERIC, Academic Search Complete, PsycINFO, and PsycARTICLES were conducted on August 11, 2014; August 18, 2016; January 23, 2018; and October 30, 2018. STUDY SELECTION Studies included in this review and meta-analysis were randomized or nonrandomized clinical trials that evaluated a language intervention that included parent training with children with a mean age of less than 6 years. Studies were excluded if the parent was not the primary implementer of the intervention, the study included fewer than 10 participants, or the study did not report outcomes related to language or communication. DATA EXTRACTION AND SYNTHESIS Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines were applied to a total of 31 778 articles identified for screening, with the full text of 723 articles reviewed and 76 total studies ultimately included. MAIN OUTCOMES AND MEASURES Main outcomes included language and communication skills in children with primary or secondary language impairment and children at risk for language impairment. RESULTS This meta-analysis included 59 randomized clinical trials and 17 nonrandomized clinical trials including 5848 total participants (36.4 female [20.8%]; mean [SD] age, 3.5 [3.9] years). The intervention approach in 63 studies was a naturalistic teaching approach, and 16 studies used a primarily dialogic reading approach. There was a significant moderate association between parent training and child communication, engagement, and language outcomes (mean [SE] Hedges g, -0.33 [0.06]; P < .001). The association between parent training and parent use of language support strategies was large (mean [SE] Hedges g, 0.55 [0.11], P < .001). Children with developmental language disorder had the largest social communication outcomes (mean [SE] Hedges g, 0.37 [0.17]); large and significant associations were observed for receptive (mean [SE] Hedges g, 0.92 [0.30]) and expressive language (mean [SE] Hedges g, 0.83 [0.20]). Children at risk for language impairments had moderate effect sizes across receptive language (mean [SE] Hedges g, 0.28 [0.15]) and engagement outcomes (mean [SE] Hedges g, 0.36 [0.17]). CONCLUSIONS AND RELEVANCE The findings suggest that training parents to implement language and communication intervention techniques is associated with improved outcomes for children and increased parent use of support strategies. These findings may have direct implications on intervention and prevention.
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Affiliation(s)
- Megan Y. Roberts
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois
| | - Philip R. Curtis
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois
| | - Bailey J. Sone
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois
| | - Lauren H. Hampton
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois
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19
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Lervåg A, Dolean D, Tincas I, Melby-Lervåg M. Socioeconomic background, nonverbal IQ and school absence affects the development of vocabulary and reading comprehension in children living in severe poverty. Dev Sci 2019; 22:e12858. [PMID: 31094030 DOI: 10.1111/desc.12858] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 05/08/2019] [Accepted: 05/10/2019] [Indexed: 11/30/2022]
Abstract
Few studies have examined how socioeconomic status (SES) affects two essential parts of human development, namely vocabulary and reading comprehension, in children facing severe poverty. The Roma population is the largest minority group in Europe, the majority of whom live in severe poverty. This study compared the development of 322 Roma children with the development of 178 non-Roma children, between the ages of 7 and 10 years, living in Romania. The Roma children had poorer initial vocabulary and reading comprehension skills as well as slower growth rates for both compared to the non-Roma children. Importantly, SES had a direct influence on growth in both reading comprehension and vocabulary. The effect of SES was partly mediated by school absence and nonverbal IQ. This is a powerful finding since it suggests that poverty may have detrimental effects not only on reading but also on the development of verbal abilities.
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Affiliation(s)
- Arne Lervåg
- Department of Education, University of Oslo, Oslo, Norway
| | - Dacian Dolean
- Faculty of Psychology and Educational Sciences, Babes-Bolyai University, Cluj-Napoca, Romania.,School of Humanities and Social Sciences, East Georgia State College, Swainsboro, Georgia, USA
| | - Ioana Tincas
- Transylvanian Institute of Neuroscience, Cluj-Napoca, Romania
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20
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Thurm A, Manwaring SS, Jimenez CC, Swineford L, Farmer C, Gallo R, Maeda M. SOCIOEMOTIONAL AND BEHAVIORAL PROBLEMS IN TODDLERS WITH LANGUAGE DELAY. Infant Ment Health J 2018; 39:569-580. [PMID: 30105861 PMCID: PMC6245647 DOI: 10.1002/imhj.21735] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Toddlers with language delay are at risk for persistent developmental and behavioral difficulties; however, the association between socioemotional/behavior problems and language in young children is not well understood. This study explored socioemotional/behavior problems in a unique sample of toddlers with language delays using a measure developed explicitly for this age group. Toddlers identified by 18 months with receptive and expressive language delay (LD; n = 30) or typical development (TD; n = 61) were evaluated at 18 and 24 months of age using the Infant-Toddler Social and Emotional Assessment (ITSEA) and the Mullen Scales of Early Learning. Compared to toddlers who had TD, toddlers with LD had significantly more concerning scores at 18 and 24 months on all ITSEA domains. The rate of "clinical concern" on most domains was not high in either group, except that >60% of LD toddlers were in the clinical concern range on the Competence domain. Socioemotional/behavioral problems were dimensionally related to receptive and expressive language, with greater language delay associated with more concerning ITSEA scores. Socioemotional and behavioral problems are related to receptive and expressive language abilities in 18- and 24-month-olds, indicating the need for screening of both types of concerns in toddlers identified with potential language delays.
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Affiliation(s)
- Audrey Thurm
- Pediatrics & Developmental Neuroscience Branch, National Institute of Mental Health, Bethesda, MD
| | - Stacy S. Manwaring
- Department of Communication Sciences and Disorders, University of Utah, Salt Lake City, UT
| | | | - Lauren Swineford
- Department of Speech and Hearing Sciences, Washington State University, Spokane, WA
| | - Cristan Farmer
- Pediatrics & Developmental Neuroscience Branch, National Institute of Mental Health, Bethesda, MD
| | - Renee Gallo
- Pediatrics & Developmental Neuroscience Branch, National Institute of Mental Health, Bethesda, MD
| | - Mika Maeda
- Pediatrics & Developmental Neuroscience Branch, National Institute of Mental Health, Bethesda, MD
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