A Precision Medicine Approach to Target Engagement for Emotion Regulation
A Precision Medicine Approach to Target Engagement for Emotion Regulation
批准号:
10371341
负责人:
Matthew Wayne Southward
金额:
$16.86万
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:
2022-01-01 至 2025-12-31
关键词:
AddressAftercareAlgorithmsAngerAnxietyBehavioralBehavioral ModelBorderline Personality DisorderCharacteristicsClinicalConsensusDataDevelopmentDiseaseDisease remissionEcological momentary assessmentEducational process of instructingEmotionalEmotional disorderEmotionsExperimental DesignsExplosionGoalsInfluentialsInterventionInvestigational TherapiesLearningMachine LearningMaintenanceMediatingMental HealthMental disordersMentored Patient-Oriented Research Career Development AwardMultimediaNational Institute of Mental HealthNatureOutcomeParticipantPatient RepresentativePatient Self-ReportPatient-Focused OutcomesPatientsPersonsPhasePopulationProcessProductivityPsychopathologyRandomizedReportingResearchResearch Domain CriteriaResearch TrainingRoleSamplingScientistSignal TransductionStatistical MethodsStrategic PlanningSymptomsTechniquesTestingTherapeuticTimeTrainingTraumaWorkbasebehavior measurementbehavioral healthcareercostdepressive symptomsdesignefficacious interventionemotion dysregulationemotion regulationemotional experienceemotional functioningevidence baseexperiencefunctional outcomeshealth care availabilityhealth care serviceimprovedin vivoindexingindividual patientnovelprecision medicinepredictive testprospectiveresponseskillstime use
中文摘要
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英文摘要
Emotion dysregulation is a transdiagnostic maintenance factor involved in a wide array of costly and
debilitating psychiatric disorders. Although numerous full-model behavioral health treatments have been
designed to improve patients’ emotion regulation capacities, these treatments consist of multiple components,
making it difficult to discern which are active mechanisms leading to reductions in negative emotion intensity.
Further, it is unclear whether the delivery of these evidence-based components can be tailored to the individual
patient. The proposed Mentored Patient-Oriented Research Career Development Award (K23) is a four-year
plan to support the applicant’s long-term career goal of becoming a clinical scientist with expertise in (1)
identifying active mechanisms of emotion regulation interventions for psychopathology, (2) tailoring these
interventions to individual patients, and (3) developing scalable interventions for wide dissemination. The
applicant’s training and career thus far are aligned with these long-term goals. Throughout his graduate work,
he conducted studies testing emotion regulation mechanisms in transdiagnostic samples and used this
information to explore for whom these mechanisms were most impactful. The immediate goals of the K23
award are for the applicant to become skilled at intensive longitudinal experimental designs to disaggregate
between- from within-person mechanisms of change and enhance his proficiency in conducting and analyzing
multimethod assessments of emotion regulation. This proposal uses a two-phase approach to address these
goals. In line with an experimental therapeutics approach, the goal of Phase 1 is to compare the effects of
teaching one or three emotion regulation skills on daily changes in negative emotion intensity among
participants with elevated emotion dysregulation. The first goal of Phase 2 is to apply a personalization
algorithm based on Phase 1 data to an independent sample to determine which baseline participant
characteristics predict greater reductions in negative emotion intensity in each experimental condition. The
second goal of Phase 2 is to compare the effects of teaching participants emotion regulation skill(s) according
to their optimal or non-optimal delivery condition, based on the personalization algorithm. The training plan
closely matches the proposed research and long-term goals, including (a) developing advanced understanding
in statistical methods to test between- and within-person mechanisms of emotion regulation interventions, (b)
gaining proficiency in applying novel personalization algorithms, and (c) enhancing expertise in the
implementation and analysis of multimethod assessments of emotion regulation skills. The broader aim of this
research and training is to address the need for more efficient, personalized, and scalable interventions for
transdiagnostic psychiatric conditions, in line with the NIMH strategic plan. This study will answer important
theoretical and practical questions about the efficacy of different emotion regulation mechanisms on clinical
outcomes that may promote the development of more targeted and disseminable interventions.
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A Precision Medicine Approach to Target Engagement for Emotion Regulation
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批准号:10543824
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项目类别:
-
资助金额:$16.85万
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财政年份:2022
-
负责人:Matthew Wayne Southward
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依托单位:
海外基金