I-SCREEN: Increasing Screening for Cancer using a Randomized Evaluation of EHR-based Nudges
I-SCREEN: Increasing Screening for Cancer using a Randomized Evaluation of EHR-based Nudges
批准号:
10238838
负责人:
Joshua M Liao
金额:
$29.42万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-08-15 至 2022-07-31
关键词:
AddressAdoptedAdultBehaviorBehavioralBenefits and RisksBreast Cancer DetectionCaliforniaCessation of lifeCharacteristicsClinicCollaborationsColorectal CancerCounselingDataData ScienceDecision MakingDrug PrescriptionsEffectivenessElderlyElectronic Health RecordEvaluationFeedbackFutureGeographyGuidelinesHealthHealth behaviorHealth systemHealthcareHeterogeneityIndividualInformation TechnologyInterventionLeadLeadershipMachine LearningMalignant NeoplasmsMalignant neoplasm of lungMedicineOhioOutcomePatient-Focused OutcomesPatientsPennsylvaniaPerformancePhasePrimary Health CarePsyche structureRandomizedRandomized Controlled TrialsRecommendationScreening for cancerSiteSubgroupTestingTimeUnited StatesUniversitiesUniversity HospitalsVaccinationWeightWomanWorkanalytical methodarmbasebehavior changebehavioral economicscancer health disparityclinical carecolorectal cancer screeningcostdesigndiscountingdisparity reductioneffective interventioneffectiveness testingend of lifeethnic minority populationexperiencefeasibility testinghealth care disparityhealth care settingsheuristicshigh riskhigh risk populationimprovedintervention costlow socioeconomic statuslung cancer screeningmortalitymulti-site trialnoveloperationpatient subsetspragmatic trialpreventpreventable deathracial and ethnicscale upscreeningscreening disparitiessocialstatisticstherapy designtreatment response
中文摘要
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英文摘要
Project Summary
Cancer remains a leading cause of mortality among older adults in the United States. However, despite
established guidelines supporting appropriate cancer screening in order to prevent death and adverse cancer-
related outcomes, screening is often underutilized. Barriers to appropriate screening are even greater for
groups facing long-standing screening disparities, such as racial/ethnic minorities and individuals with low
socioeconomic status (SES). Key drivers of screening underutilization are decision-making biases facing
clinicians and patients, highlighting the need for scalable solutions that are designed to address these biases
and tailored to overcome barriers facing high-risk patients.
Nudges, interventions designed using behavioral economic principles, improve behavior by addressing
biases that lead to suboptimal decisions. Our team has extensive experience working with health systems to
test and scale nudge interventions to overcome decision-making biases facing patients and/or clinicians. We
have also demonstrated how these types of nudges can improve health care value and patient outcomes.
Since electronic health records (EHRs) have been adopted by more than 90% of clinicians in the US, it is an
ideal platform upon which to deploy large scale behavior change nudge interventions.
In this study, we propose to personalize nudge interventions to clinicians and patients, with a focus on how
to tailor nudges to the needs of high-risk patients and how to implement promising nudges to improve cancer
screening among older adults. We will pilot this work at Penn Medicine and then implement a pragmatic trial at
sites in the Penn Medicine, University Hospitals, and Sutter Health systems.
In the R61 phase, we will complete the following aims at Penn Medicine: analyze EHR and claims data and
identify characteristics and subgroups of patients at high-risk for not completing cancer screening (Aim 1), test
the feasibility of individual nudge interventions within an EHR nudge toolkit (Aim 2), and pilot test nudge
interventions to identify the most promising approaches to increase cancer screening rates for high-risk
patients in each subgroup (Aim 3).
In the R33 phase, we will achieve the following aims at Penn Medicine, University Hospitals, and Sutter
Health: conduct a two-arm pragmatic cluster-randomized controlled trial to test the effectiveness of
personalized EHR-based nudges to clinicians and patients on increasing cancer screening rates (Aim 1),
evaluate if EHR-based nudge interventions reduce disparities in cancer screening rates for racial/ethnic
minorities and patients with low socioeconomic status (Aim 2), and inform future design of tailored EHR
interventions by examining heterogeneity of treatment response with respect to clinician and patient
characteristics (Aim 3).
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
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负责人:Joshua M Liao
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依托单位:
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依托单位:
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依托单位:
BE IMMUNE: Behavioral Economics to Improve and Motivate vaccination Using Nudges through the EHR
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依托单位:
I-SCREEN: Increasing Screening for Cancer using a Randomized Evaluation of EHR-based Nudges
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批准号:10672682
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资助金额:$57.11万
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依托单位:
I-SCREEN: Increasing Screening for Cancer using a Randomized Evaluation of EHR-based Nudges
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批准号:10687282
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依托单位:
BE IMMUNE: Behavioral Economics to Improve and Motivate vaccination Using Nudges through the EHR
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批准号:10238860
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项目类别:
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资助金额:$28.85万
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财政年份:2020
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负责人:Joshua M Liao
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依托单位:
BE IMMUNE: Behavioral Economics to Improve and Motivate vaccination Using Nudges through the EHR
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批准号:10672683
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项目类别:
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资助金额:$56.19万
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财政年份:2020
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负责人:Joshua M Liao
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依托单位:
海外基金