Clinical Trial of the Fit Families Multicomponent Obesity Intervention for African American Adolescents and Their Caregivers: Next Step from the ORBIT Initiative
Clinical Trial of the Fit Families Multicomponent Obesity Intervention for African American Adolescents and Their Caregivers: Next Step from the ORBIT Initiative
批准号:
10666990
负责人:
PHILLIPPE Belton CUNNINGHAM
金额:
$21.58万
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:
2022-09-01 至 2026-04-30
关键词:
AdherenceAdolescentAdultAffectAfrican AmericanAfrican American populationAgeAgreementAmericanArtificial IntelligenceBasic ScienceBehaviorBehavior TherapyCaregiversChildChildhoodClassificationClientClient satisfactionClinical SkillsClinical TrialsCommunicationCommunity Health AidesDataData SourcesDeteriorationDevelopmentDiabetes MellitusDietDisciplineDropoutElementsEmotionalEmotional BondsEmpathyEthnic groupEvaluationFamilyFeedbackFutureGalvanic Skin ResponseGenderGeographic LocationsGoalsGoldHeart RateHumanIncidenceInfluentialsInterpersonal RelationsIntervention TrialJournalsLeftMaintenanceMeasuresMediatingMediationMeta-AnalysisMetabolic syndromeModelingMonitorNatural Language ProcessingNatureNot Hispanic or LatinoObesityObesity associated diseaseOutcomeOverweightPatient Self-ReportPatientsPatternPerceptionPersonalityPhysical activityPhysiologicalPhysiologyPlayProcessProcess AssessmentProviderPublic HealthRaceRecommendationReportingResearchResearch PersonnelResistanceRoleRuptureScientistServicesSouth CarolinaStroke BeltSymptomsTechniquesTechnologyTextTherapeuticTimeTime Series AnalysisTrainingTreatment FailureTreatment outcomeUnited States National Institutes of HealthVoiceWireless TechnologyWorkanalytical toolbasebehavior changeclinical encounterclinical translationcultural valuesdesignethnic differenceethnic minorityhealth disparityhealth disparity populationsheart rate variabilityhigh riskimprovedinnovationintrinsic motivationmachine learning methodmachine learning modelminority childrenmotivational enhancement therapymultimodal dataobese personobesity riskobesity treatmentprematureprimary caregiverprogramsracial and ethnicrandomized trialrepairedresponseskillssystematic reviewtherapy outcomewearable devicewearable sensor technology
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT. Obesity is a significant public health concern among all racial/ethnic
groups, ages, gender, and geographic areas, but some groups are more disproportionately affected than others.
Ethnic minority adolescents, especially AAs, are disproportionately likely to be obese relative to non-Hispanic
White adolescents.29,30 The proposed study is designed to improve a comprehensive multicomponent family-
based behavioral intervention (FIT Families) delivered by Community Health Workers (CHWs; therapists) for
African American (AA) adolescents with obesity (AAAO). This application expands a program of research that
has followed the Obesity Related Behavioral Intervention Trials (ORBIT) for developing behavioral treatments,31
by capitalizing on our recent work using innovative artificial intelligence technologies to thoroughly examine
within-session therapy processes (i.e., mechanisms of action), specifically the role of CHW empathy in the
development and maintenance of the therapeutic alliance (TA) while treating AAAO and their primary caregivers.
TA is considered an essential element of therapy.32 The TA is composed of three features: 1. Emotional bond
between therapist and client; 2. Agreement between the client and therapist on the goals of treatment; and 3.
Agreement on the tasks of therapy.33 TA is a dynamic, bidirectional, and synergistic element of therapy with
implications across differences in race, age, and gender of the client and therapist. Therapist empathy is critical
in establishing and maintaining a strong TA, with outcomes mediated by the therapeutic alliance. Empathy
accounts for more variance in therapy outcome than specific interventions34 and consistently predicts client
change.35 Unfortunately, analysis of crucial facilitative interpersonal skills such as therapist empathy is
technically challenging as the intent of another's behavior is nuanced, contextual (e.g., therapists and client differ
in personality, background, cultural values, etc.), and interactive (bidirectional and synergistic); and can be
expressed in multiple ways (voice tone, physiology]). To better understand empathy, requires empirical
approaches and analytical tools that can discern empathetic behaviors in actual clinical encounters that produce
behavior change. We will operationalize empathy through two measures that are each associated with empathy
and treatment outcomes: 1) Empathic accuracy, defined as the CHW's accurate understanding of the client's
state; and 2) Interpersonal physiological synchrony (IPS), defined as the correlation between therapist and client
IPS over time (i.e., heart rate [HR], HR variability, galvanic skin response, voice features). This study uses these
two empathy measures to understand the relationship between empathy, therapeutic alliance, and treatment
outcomes. Further, the study will explore how empathy effects change based on the race and gender
concordance/discordance of therapist-client dyads. Toward future clinical translation, the audio and physiological
data collected will be used to build classification models for differing degrees of empathy. This model could then
be used to provide real-time feedback for therapists training to improve their empathic responses.
期刊论文(1)
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会议论文
Establishing an Artificially Intelligent Framework for Improving Therapeutic Alliance with Obese African American Youth and Caregivers through Multimodal Monitoring of Empathetic Accuracy and Interper
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批准号:10710204
-
项目类别:
-
资助金额:$52.26万
-
财政年份:2022
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Establishing an Artificially Intelligent Framework for Improving Therapeutic Alliance with Obese African American Youth and Caregivers through Multimodal Monitoring of Empathetic Accuracy and Interper
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批准号:10595321
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项目类别:
-
资助金额:$59.74万
-
财政年份:2022
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Clinical Trial of the Fit Families Multicomponent Obesity Intervetnion for African American Adolescents and Their Caregivers: Next Step from the ORBIT Initiative
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批准号:10618309
-
项目类别:
-
资助金额:$73.1万
-
财政年份:2021
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Clinical Trial of the Fit Families Multicomponent Obesity Intervetnion for African American Adolescents and Their Caregivers: Next Step from the ORBIT Initiative
-
批准号:10417377
-
项目类别:
-
资助金额:$74.64万
-
财政年份:2021
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Behavioral Incentives to Increase Caregiver Engagement in Juvenile Drug Courts
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批准号:9327060
-
项目类别:
-
资助金额:$73.55万
-
财政年份:2016
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负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Behavioral Incentives to Increase Caregiver Engagement in Juvenile Drug Courts
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批准号:9907868
-
项目类别:
-
资助金额:$69.47万
-
财政年份:2016
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:7208015
-
项目类别:
-
资助金额:$45.4万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:7595768
-
项目类别:
-
资助金额:$51.39万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:7055257
-
项目类别:
-
资助金额:$47.15万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:6866723
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项目类别:
-
资助金额:$51.64万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:7384390
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项目类别:
-
资助金额:$49.0万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
Differential Response to Evidenced-Based Treatment
-
批准号:7470422
-
项目类别:
-
资助金额:$5.84万
-
财政年份:2005
-
负责人:PHILLIPPE Belton CUNNINGHAM
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依托单位:
CULTURALLY COMPETENT MENTAL HEALTH SERVICES FOR CHILDREN
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批准号:2807451
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项目类别:
-
资助金额:$6.72万
-
财政年份:1998
-
负责人:PHILLIPPE Belton CUNNINGHAM
-
依托单位:
海外基金