Strategies to Facilitate Early Detection of Autism in Primary Care
Strategies to Facilitate Early Detection of Autism in Primary Care
批准号:
10523863
负责人:
Diana L Robins
金额:
$70.4万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-09-06 至 2027-08-31
关键词:
Academic Medical CentersAcademyAddressAgeAmericanAsianAttitudeBeliefBlack raceChildChild CareChildhoodCollectionCommunitiesDetectionDiagnosisEarly DiagnosisEarly InterventionEconomically Deprived PopulationEffectivenessElectronic Health RecordEnrollmentEthnic OriginEvaluationEvidence based practiceFutureHealthHealth PersonnelHealth ServicesHealthcare SystemsHispanicInsurance CoverageInterviewInvestigationKnowledgeLife Cycle StagesLiteratureLocationLongevityMachine LearningMethodsNot Hispanic or LatinoOutcomePediatricsPredictive FactorPrimary Health CareProviderPublic HealthRaceRandomized Controlled TrialsReadinessResearch DesignResourcesRiskRuralSample SizeSamplingScienceSocioeconomic StatusStructureSurveysTestingTimeToddlerUnderrepresented MinorityVisitWell Child Visitsautism spectrum disorderautistic childrenbasedisadvantaged backgroundethnic diversityethnic minorityfuture implementationhealth care deliveryhealth inequalitiesimplementation fidelityimplementation trialimprovedimproved outcomeindividuals with autism spectrum disorderinterestmachine learning algorithmmulti-racialoutcome predictionpeerpractice factorsprimary outcomeprovider factorsracial and ethnicrandom forestscale upscreeningsexsociodemographicssocioeconomicssuburbsupervised learningtrial design
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Screening for autism spectrum disorder (ASD) during well-child pediatric check-ups reduces the age of
diagnosis, allowing more time for critical ASD-specific early intervention (EI), which greatly improves outcomes.
Furthermore, universal screening mitigates disparities in ASD detection for children who are underrepresented
minorities and from economically disadvantaged backgrounds. The American Academy of Pediatrics (AAP)
recommends autism-specific screening at 18 and 24 months for all children. However, current literature
suggests low fidelity of ASD screening, including (1) Inconsistent use of universal screening as opposed to
selecting which children to screen, (2) Screening children at only one instead of both 18 and 24 month well-
child visits, and (3) Not referring children for an evaluation and EI when positive screens indicate risk for ASD.
There is currently lack of knowledge regarding factors that predict screening fidelity and age of diagnosis,
critical in order to address the public health challenge of delayed detection of ASD. The current project uses a
pseudo-trial design to assess factors that relate to high-fidelity screening and to age of ASD diagnosis in a
diverse sample of at least 250 pediatric providers and electronic health records from a minimum of 27,000
toddlers seen for 18 month visits. Factors include child sociodemographics (sex, race, ethnicity, insurance
status); pediatric providers’ beliefs and attitudes, sex, and years in practice; and practice factors, including
size, resources, location (urban, suburban, and rural), and whether or not they are affiliated with an academic
medical center. The first specific aim investigates predictors of high-fidelity screening, with the primary
outcomes of referrals for evaluation and EI for children who screen at risk for ASD, and secondary fidelity
outcomes of universal (vs. selective) screening and repeat screening at both 18- and 24-month visits (vs.
single timepoint). The second aim investigates predictors of age of diagnosis in children with autism including
child, provider, and practice factors as well as fidelity of screening. The first two aims will be addressed using
random forests, a supervised machine learning algorithm that assesses not only which factors predict
outcomes, but their relative importance. The third aim uses mixed methods to identify potentially modifiable
healthcare provider and practice factors that relate to early detection of autism in primary care, through
quantitative surveys and semi-structured interviews with providers. This Project contributes to the Public Health
and Autism Science advancing Equitable Strategies across the life course (PHASES) Center’s aims of
investigating modifiable health determinants, inequities in health services and opportunities for mitigation,
especially in racially/ethnically diverse and economically disadvantaged children, and impact of health services
delivery on subsequent health outcomes, through exploration of factors impacting high-fidelity ASD screening
and early diagnosis for all children, particularly underserved children, improving long-term outcomes across the
lifespan for individuals with ASD. Findings will inform future trials that can be scaled up in the community.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Sensitivity of toddler screening: Integrating concurrent and prospective strategies to detect ASD
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批准号:10680190
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项目类别:
-
资助金额:$69.06万
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财政年份:2023
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负责人:Diana L Robins
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依托单位:
Autism Screening in Childcare Settings
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批准号:10606070
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项目类别:
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资助金额:$22.73万
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财政年份:2023
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负责人:Diana L Robins
-
依托单位:
Administrative Core
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批准号:10698125
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项目类别:
-
资助金额:$11.67万
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财政年份:2022
-
负责人:Diana L Robins
-
依托单位:
Public Health and Autism Science advancing Equitable Strategies across the life course (PHASES)
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批准号:10523859
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项目类别:
-
资助金额:$212.0万
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财政年份:2022
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负责人:Diana L Robins
-
依托单位:
Administrative Core
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批准号:10523860
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项目类别:
-
资助金额:$11.67万
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财政年份:2022
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负责人:Diana L Robins
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依托单位:
Leveraging Claims Data to Compare Disparities in Health Outcomes for Autistic People and People With Down Syndrome
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批准号:10853581
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项目类别:
-
资助金额:$46.26万
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财政年份:2022
-
负责人:Diana L Robins
-
依托单位:
Strategies to Facilitate Early Detection of Autism in Primary Care
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批准号:10698136
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项目类别:
-
资助金额:$55.81万
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财政年份:2022
-
负责人:Diana L Robins
-
依托单位:
Public Health and Autism Science advancing Equitable Strategies across the life course (PHASES)
-
批准号:10698124
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项目类别:
-
资助金额:$206.13万
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财政年份:2022
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负责人:Diana L Robins
-
依托单位:
Connecting the Dots: An RCT Integrating Standardized ASD Screening, High-Quality Treatment, and Long-Term Outcomes
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批准号:9975220
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项目类别:
-
资助金额:$224.11万
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财政年份:2017
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负责人:Diana L Robins
-
依托单位:
Connecting the Dots: An RCT Integrating Standardized ASD Screening, High-Quality Treatment, and Long-Term Outcomes
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批准号:10205984
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项目类别:
-
资助金额:$221.38万
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财政年份:2017
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负责人:Diana L Robins
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依托单位:
Implementation of ASD screening in a community setting serving high-risk preschool children
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批准号:9385981
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项目类别:
-
资助金额:$7.83万
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财政年份:2017
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负责人:Diana L Robins
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依托单位:
Early Detection of Autism Spectrum Disorder
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批准号:8935633
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项目类别:
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资助金额:$59.51万
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财政年份:2002
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负责人:Diana L Robins
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依托单位:
Early Detection of Autism Spectrum Disorder
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批准号:9070479
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项目类别:
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资助金额:$59.63万
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财政年份:2002
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负责人:Diana L Robins
-
依托单位:
Early Detection of Autism Spectrum Disorder
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批准号:8834563
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项目类别:
-
资助金额:$66.84万
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财政年份:2002
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负责人:Diana L Robins
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依托单位:
THE AUTISM SCREENING PROJECT
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批准号:6391744
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项目类别:
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资助金额:$0.18万
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财政年份:2001
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负责人:Diana L Robins
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依托单位:
THE AUTISM SCREENING PROJECT
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批准号:6054728
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项目类别:
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资助金额:$1.85万
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财政年份:2000
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负责人:Diana L Robins
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依托单位:
海外基金