ArticleAmerican journal of preventive medicine2021
A Pilot Study Examining the Efficacy of Delivering Colorectal Cancer Screening Messages via Virtual Health Assistants.
Article in American journal of preventive medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- Virtual Health Assistants in Preventive Cancer Care Communication: Systematic Review.JMIR cancer · 2025Pooled it
- Factors promoting breast, cervical and colorectal cancer screenings participation: A systematic review.Psycho-oncology · 2022Pooled it
- Do they speak like me? Exploring how perceptions of linguistic difference may influence patient perceptions of healthcare providers.Medical education online · 2022Trial
- Communicating risk to promote colorectal cancer screening: a multi-method study to test tailored versus targeted message strategies.Health education research · 2022Trial
- Effectiveness of Humanized AI Avatars and Messenger Gender for Dental Postprocedure Instructions: Two Randomized Experiments.JMIR AI · 2026Article
- Implementing mHealth Apps Through Community Engagement to Promote Cancer Screening: A Scoping Review.Healthcare (Basel, Switzerland) · 2025Review
- Developing a supportive virtual human to deliver clinical trial education for older women and other populations historically excluded from research.Patient education and counseling · 2025Article
- From English to "Englishes": A Process Perspective on Enhancing the Linguistic Responsiveness of Culturally Tailored Cancer Prevention Interventions.Journal of participatory medicine · 2024Article
- Embodied Conversational Agents for Chronic Diseases: Scoping Review.Journal of medical Internet research · 2024Article
- Article
- Colonoscopy Colorectal Cancer Screening Programme in Southern Iraq: Challenges, Knowledge Gaps and Future Potential.Journal of personalized medicine · 2023Article
- Development and psychometric validation of the Colorectal Cancer Literacy Scale-Uruguay Version.Frontiers in public health · 2023Article
- Can virtual human clinicians help close the gap in colorectal cancer screening for rural adults in the United States? The influence of rural identity on perceptions of virtual human clinicians.Preventive medicine reports · 2022Article
- Artificial intelligence technologies and compassion in healthcare: A systematic scoping review.Frontiers in psychology · 2022Article
- Telehealth and racial disparities in colorectal cancer screening: A pilot study of how virtual clinician characteristics influence screening intentions.Journal of clinical and translational science · 2022Article
- Key changes to improve social presence of a virtual health assistant promoting colorectal cancer screening informed by a technology acceptance model.BMC medical informatics and decision making · 2021Article
- Information Architects: Using Community-Engaged and Qualitative Methods to Design a Technology-Based Nutrition and Cancer Risk Intervention for Rural Adults.Cancer control : journal of the Moffitt Cancer CenterArticle
Corrections and comments
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Authors and funding
14 authors at 4 institutions in 1 country.
Funding
Abstract
introductionPatients are more likely to complete colorectal cancer screening when recommended by a race-concordant healthcare provider. Leveraging virtual healthcare assistants to deliver tailored screening interventions may promote adherence to colorectal cancer screening guidelines among diverse patient populations. The purpose of this pilot study is to determine the efficacy of the Agent Leveraging Empathy for eXams virtual healthcare assistant intervention to increase patient intentions to talk to their doctor about colorectal cancer screening. It also examines the influence of animation and race concordance on intentions to complete colorectal cancer screening.
methodsWhite and Black adults (N=1,363) aged 50-73 years and not adherent to colorectal cancer screening guidelines were recruited from Qualtrics Panels in 2018 to participate in a 3-arm (animated virtual healthcare assistant, static virtual healthcare assistant, attention control) message design experiment. In 2020, a probit regression model was used to identify the intervention effects.
resultsParticipants assigned to the animated virtual healthcare assistant (p<0.01) reported higher intentions to talk to their doctor about colorectal cancer screening than participants assigned to the other conditions. There was a significant effect of race concordance on colorectal cancer screening intentions but only in the static virtual healthcare assistant condition (p=0.04). Participant race, age, trust in healthcare providers, health literacy, and cancer information overload were also significant predictors of colorectal cancer screening intentions.
conclusionsAnimated virtual healthcare assistants were efficacious compared with the static virtual healthcare assistant and attention control conditions. The influence of race concordance between source and participant was inconsistent across conditions. This warrants additional investigation in future studies given the potential for virtual healthcare assistant‒assisted interventions to promote colorectal cancer screening within guidelines.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.