Developing an Artificial Intelligence Chatbot to Promote HIV Testing
Developing an Artificial Intelligence Chatbot to Promote HIV Testing
批准号:
10082768
负责人:
Jeffrey Allen Wickersham
金额:
$24.82万
依托单位:
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:
2020-06-16 至 2022-05-31
关键词:
AIDS preventionAlgorithmsArtificial IntelligenceAttentionAutomationBehavior TherapyBehavioralBehavioral ModelCellular PhoneChargeChinaClinicCommunity NetworksComputer SystemsContinuity of Patient CareCountryDataData AnalysesDecision MakingDisclosureDiscriminationEarly DiagnosisEarly treatmentEpidemicFacebookFundingFutureGuidelinesHIVHealth PersonnelHealth Services AccessibilityHumanHuman ResourcesHuman immunodeficiency virus testHybridsIncomeIndividualInfectionInjecting drug userIntelligenceInterventionLearningMachine LearningMalaysiaMalaysianManualsMassageMeasuresMedicalMethodsMotivationNamesOutputPatient Self-ReportPatientsPatternPersonsPeruPhysiciansPilot ProjectsPolicePoliciesPopulationPrevalencePrevention strategyProcessRandomized Controlled TrialsReportingResearchResearch MethodologyResearch PersonnelRiskSame-sexSaunaSex BehaviorSexual PartnersSexual TransmissionSocial NetworkSouth AfricaStigmatizationSurveysTarget PopulationsTechnologyTelevisionTestingTimeViralWorkbasebiobehaviorchatbotclinical carecomputer programcost effectivecriminal behaviordesignefficacy testingexperiencehealth managementhigh risk menhumiliationimplementation scienceinnovationmHealthmachine learning algorithmmenmen who have sex with menmobile applicationmodel buildingnext generationpre-exposure prophylaxisprospectiveresponsesame sex behaviorscale upsimulationskillssmartphone Applicationsocialsocial stigmasodomytailored messagingtheoriestransmission processtreatment as usualtrial comparing
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Title
Developing an Artificial Intelligence Chatbot to Promote HIV Testing
Abstract (30 Lines)
HIV testing jumpstarts the HIV prevention and treatment care continuum. HIV testing levels in men who
have sex with men (MSM) and in diverse settings like Malaysia are especially low. MSM increasingly contribute
to heightened HIV transmission in the presence of high levels of stigma and discrimination. For high risk MSM,
new guidelines recommend frequent HIV testing, ranging from every 3 to 6 months. Yet, HIV testing in MSM
often occurs less frequently due to individual (e.g., heightened concerns about risk disclosure), clinic (e.g.,
confidentiality breaches, and discrimination from healthcare providers) and policy (criminalization of same-sex
sexual behaviors) barriers. HIV prevalence in MSM has soared to 21.6% in Malaysia, exceeding 40.9% in Kuala
Lumpur. While surveillance surveys of MSM in Malaysia who meet criteria for PrEP suggest that lifetime HIV
testing is 70.3%, past-year testing is 40.9% and only 9.5% were tested more than once-yearly despite extraordinary
levels of self-reported risk. Once tested, however, MSM with HIV in Malaysia are likely to be treated with ART
and achieve viral suppression, making HIV testing a central focus for HIV prevention and treatment.
Innovative strategies that motivate and provide guidance for testing among MSM in these settings are
therefore urgently needed. Intervening using Information-Motivation-Behavioral Skills (IBM) model of
behavioral change is ideally suited to overcome barriers to recommended HIV testing in MSM. Moreover, in
settings like Malaysia where the HIV epidemic has transitioned from primarily concentrated in PWID to a
volatile epidemic in MSM, theory-guided behavioral change strategies that inform, motivate and provide
pragmatic skills to more fully engage in recommended HIV testing are poised to accelerate the HIV prevention
and care continuum. Given the many individual, clinic and policy barriers to HIV testing, mobile health (mHealth)
interventions that reduce “in person” contact and offer a menu of behavioral skills is ideally suited to increase
access to MSM in highly stigmatized settings and promote recommended HIV testing. Recent studies in the U.S.,
China, South Africa, and Peru show that mHealth interventions using smartphones and apps have the potential
to increase HIV testing while maintaining MSM’s confidentiality and providing real-time information,
motivation and behavioral skills to overcome barriers. Such mHealth interventions are feasible and acceptable
among MSM, including in Malaysia where most MSM find sexual partners using smartphone apps with similar
interfaces and functionalities to the proposed intervention. Current mHealth strategies, however, are limited by
their lack of automation and need for high-intensity and sustained human inputs, which restricts their scale-up.
Artificial intelligence using machine learning (AI/ML) may overcome such limitations, but have yet to be applied
to mHealth-based HIV testing algorithms. We therefore aim to develop and pilot test to assess acceptability and
feasibility of an AI/ML-Chatbot for HIV testing relative to treatment as usual (control). Findings from this
exploratory pilot study will inform a future prospective Type 1 Hybrid implementation science trial.
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会议论文
Strengthening the HIV care continuum for transgender women living with HIV in Malaysia
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批准号:10650426
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项目类别:
-
资助金额:$21.81万
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财政年份:2022
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负责人:Jeffrey Allen Wickersham
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依托单位:
Gamification to enhance engagement in HIV prevention and co-morbid conditions in young men who have sex with men
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批准号:10620338
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项目类别:
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资助金额:$21.0万
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财政年份:2022
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负责人:Jeffrey Allen Wickersham
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依托单位:
Strengthening the HIV care continuum for transgender women living with HIV in Malaysia
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批准号:10484525
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项目类别:
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资助金额:$20.03万
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财政年份:2022
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负责人:Jeffrey Allen Wickersham
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依托单位:
Gamification to enhance engagement in HIV prevention and co-morbid conditions in young men who have sex with men
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批准号:10484651
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项目类别:
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资助金额:$20.68万
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财政年份:2022
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负责人:Jeffrey Allen Wickersham
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依托单位:
Developing an Artificial Intelligence Chatbot to Promote HIV Testing
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批准号:10194372
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项目类别:
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资助金额:$18.95万
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财政年份:2020
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负责人:Jeffrey Allen Wickersham
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依托单位:
Training in Drug Abuse & HIV Prevention for Female & Transgender Sex Workers
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批准号:8790248
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项目类别:
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资助金额:$16.76万
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财政年份:2014
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负责人:Jeffrey Allen Wickersham
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依托单位:
Training in Drug Abuse & HIV Prevention for Female & Transgender Sex Workers
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批准号:8882385
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项目类别:
-
资助金额:$16.76万
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财政年份:2014
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负责人:Jeffrey Allen Wickersham
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依托单位:
海外基金