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Using artificially intelligent text messaging technology to improve American Heart Association's Life's Simple 7 Health Behaviors: LS7 Bot + Backup

Using artificially intelligent text messaging technology to improve American Heart Association's Life's Simple 7 Health Behaviors: LS7 Bot + Backup
利用人工智能短信技术改善美国心脏协会的生活简单7个健康行为:LS7 Bot Backup
批准号:
10649884
负责人:
SHEANA S BULL
金额:
$79.63万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
已结题
起止时间:
2023-06-01 至 2024-05-31
关键词:
AdherenceAdvocateAffectAmerican Heart AssociationArchitectureArtificial IntelligenceAttentionAuthorization documentationBehaviorBehavioralBlack raceBlood GlucoseBlood PressureCardiovascular DiseasesCardiovascular systemCategoriesCellular PhoneCessation of lifeCholesterolChronicChronic DiseaseClinicClinicalColoradoCommunicationCommunitiesCompetenceCountyDataData CollectionDecision MakingDiabetes MellitusDietDisparityElectronic Health RecordEligibility DeterminationEmerging TechnologiesEnrollmentEquityFamily health statusFederally Qualified Health CenterFocus GroupsFutureGoalsGroup InterviewsHealthHealth Care CostsHealth PersonnelHealth Services AccessibilityHealth behaviorHealth behavior changeHealth systemHealthcare SystemsHispanicHospitalizationHospitalsHypertensionImprove AccessIndividualInfrastructureInterventionIntervention StudiesIntuitionLatinoLeadLearningLifeLife StyleLimited English ProficiencyLocationLow incomeMethodsMorbidity - disease rateMyocardial InfarctionNeighborhood Health CenterOutcomePatient-Focused OutcomesPatientsPersonsPharmaceutical PreparationsPharmacistsPharmacy facilityPhasePhysical activityPilot ProjectsPopulationPrevention programProviderRandomizedReach, Effectiveness, Adoption, Implementation, and MaintenanceRiskRisk FactorsRoleSamplingSelf CareSelf EfficacySelf ManagementSmokingSocial EnvironmentTarget PopulationsTechnologyTestingText MessagingUpdateWeightauthoritycardiovascular disorder riskcardiovascular risk factorchatbotclinical carecomparative effectivenesscontextual factorsdisorder controleffectiveness outcomeethnic minorityevidence baseexperiencehealth care service utilizationhealth disparityhealth equityhealthy lifestyleimplementation frameworkimplementation outcomesimprovedinnovative technologiesintervention deliveryintervention mappingintervention refinementlifestyle factorsmedication compliancepatient engagementpatient populationpopulation basedpragmatic randomized trialprimary outcomeprogramsrandomized trialrural patientssafety netsocial culturesocial health determinantssociocultural determinanttext messaging interventiontheoriestrial design

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PROJECT SUMMARY/ABSTRACT Our goal is to improve control of cardiovascular (CV) disease risk factors using a multilevel intervention leveraging cellphone-based text messages integrated within health systems to improve control of American Heart Association’s Life’s Simple 7 (LS7) lifestyle factors (blood glucose, cholesterol, blood pressure, physical activity, weight, diet, and smoking). When uncontrolled, these lifestyle factors lead to common co-existing chronic conditions (e.g., hypertension, diabetes), morbidity, health care costs and death. Patients who experience health disparities (i.e., ethnic minorities, those with limited English proficiency and those with low- income) are disproportionately affected by CV diseases, have worse disease control and suffer greater sequelae. Self-management is an individual’s role in managing chronic disease and has strong evidence of benefit. It includes self-care, lifestyle changes (e.g., increase physical activity), taking medications as prescribed and managing exacerbations of chronic condition(s). Text messaging interventions have improved health behaviors including physical activity and medication adherence. Incorporating behavioral “nudges,” defined as a small change in choice architecture that “alters people’s behavior in a predictable way” into text messages may further augment its impact. Behavioral nudges are more personalized, resonate better with patients, and have changed health behaviors. However, text message interventions have typically not been delivered to large samples, focused on patients experiencing health disparities, nor leveraged health system electronic health record (EHR) data to personalize content and maximize scale, reach and impact of messages. Using a patient-level randomized pragmatic trial, we will test the comparative effectiveness of 3 text messaging delivery strategies: 1) generic text messages; 2) interactive AI chatbot text messaging leveraging evidenced- based communication strategies with attention to patient context and sociocultural factors influencing self- management; or 3) interactive AI chatbot text messaging plus proactive pharmacist management. We plan to enroll 6,000 patients from clinics within 3 health systems that care for large populations experiencing health disparities: 1) Denver Health and Hospital Authority, 2), Salud Family Health Centers and 3) STRIDE Community Health Center. We will use health system EHR data to identify eligible patients, deliver the intervention, and assess patient-centered outcomes. The study findings will provide evidence regarding the best population-based strategy for universal delivery to engage all patients with health disparities in self- management to improve the AHA’s LS7. The intervention will be delivered in real world settings to augment routine clinical care and improve access to care. We will incorporate lessons learned from one health system into adaptations for the other health systems in the study.
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  • 项目类别:
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  • 财政年份:
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  • 负责人:
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