Project III: Understanding Risk for Early Language and Literacy Difficulties in Young Children
Project III: Understanding Risk for Early Language and Literacy Difficulties in Young Children
批准号:
9754655
负责人:
Beth Phillips
金额:
$17.15万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
--
资助国家:
美国
项目状态:
未结题
起止时间:
至
关键词:
2 year oldAffectAfrican AmericanAgeAsiansAttentionAwarenessBehavioralCategoriesCharacteristicsChildClassificationCodeCognitionCognitiveCompetenceComplexData AnalysesDevelopmentDiseaseEarly InterventionEarly identificationEthnic OriginEthnic groupFamilyFamily history ofFloridaGeneral PopulationGesturesHome environmentImpairmentIndividual DifferencesInvestigationKnowledgeLanguageLanguage DelaysLanguage DevelopmentLanguage DisordersLatinoLearningLearning DisabilitiesLinkLiteratureLongitudinal StudiesMachine LearningMeasurementMeasuresMemoryMeta-AnalysisMinorityModelingNursery SchoolsOralOutcomeParticipantPerformancePopulationPovertyPrevalenceRaceReadingReading DisabilitiesReading DisorderRecording of previous eventsRegulationResearchResearch Project GrantsRiskRisk FactorsRoleSamplingSchool-Age PopulationSchoolsSemanticsSensitivity and SpecificitySeveritiesShort-Term MemorySocioeconomic StatusStandardizationStatistical MethodsSubgroupTimeUnderserved Populationagedanalytical methodbasecognitive abilitycognitive skilldisabilityethnic diversityexperiencehigh riskimprovedinnovationinsightkindergartenlanguage impairmentliteracylow socioeconomic statusoutcome predictionphonological awarenesspredictive modelingpreventrandom forestreading difficultiesrecruitrisk prediction modelskill acquisitionskillssociodemographicssocioeconomicsstandardize measuresyntaxtool
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英文摘要
ABSTRACT
Project 3
Project III: Understanding Risk for Early Language and Literacy Difficulties in Young Children
The proposed research project investigates a broad array of early child, familial, and environmental correlates
and predictors of language and early literacy difficulties and disabilities to improve our capacity to identify
children at heightened risk for these developmental problems. Although there is significant awareness of the
risk to typical language and early literacy development posed by familial history, early language delay, and
socio-demographic and environmental influences, there remains a sizable gap in the ability to identify which
specific children with one or more known risk factors will achieve normative developmental milestones by
school entry versus which children will remain at or accrue high-risk status and be well below typical skill levels
at school entry. Earlier identification of high-risk children is crucial to prevent the development of learning
disabilities or to minimize their duration and severity. We focus on a group of children at known risk, namely 2-
year olds with a familial history of language impairment, reading impairment, or both, to explore how to
maximize the sensitivity and specificity of early predictors of learning difficulties at age 5. Once selected from
within a large screened sample, we will trace the development and experiences of these 250 children across
four years. Specific aims of the project include developing a theoretically-grounded multivariate model to
improve early prediction of risk for both language and literacy difficulties, exploring the simultaneous co-
developmental trajectories and potential reciprocal influences between language, phonological awareness,
memory and early literacy skills, and utilizing meta-analytic methods to identify and quantitatively combine
robust predictors of early language and emergent literacy skill development. Innovations of the project include
a highly economically and ethnically diverse longitudinal sample initiated when children are just 24 months,
complex multivariate prediction models including an extensive set of child, familial, and outside the home
environmental influences, advanced statistical methods including machine learning and bivariate latent change
models, and inclusion of both off-line standardized and on-line, processing-based measures of early language.
A further innovation is our plan to use integrated data analysis to link the developmental trajectory of these
children with that of preschool and school age children in three other longitudinal studies. Results of the
proposed investigations have the potential to improve early identification of learning disabilities by identifying
combinations of key predictors and add to knowledge regarding the interplay of language, cognitive and early
literacy skills in a critical early developmental period.
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Project III: Understanding Risk for Early Language and Literacy Difficulties in Young Children
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批准号:10238868
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项目类别:
-
资助金额:$18.74万
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财政年份:2006
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负责人:Beth Phillips
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依托单位:
Project III: Understanding Risk for Early Language and Literacy Difficulties in Young Children
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批准号:9405966
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项目类别:
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资助金额:$20.72万
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财政年份:--
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负责人:Beth Phillips
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依托单位:
海外基金