AI analyzes texts to spot HIV risk in kenyan teens
NCT ID NCT06566417
First seen Jun 26, 2026 · Last updated Sep 01, 2026 · Updated 3 times
Summary
This completed study tested whether analyzing social media messages (like WhatsApp and Instagram) from 400 young women aged 18-24 in Kisumu, Kenya could help identify those at risk for HIV. Researchers used AI to look at language patterns and compared them to standard HIV risk scores. The goal was to see if this approach could eventually be used in clinics to better target prevention tools like PrEP.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- What this could lead to
- If successful, this could lead to a new way to identify young women at risk for HIV using their social media activity, helping to target prevention efforts more effectively.
- What could go wrong
- This was a small, completed study that only looked at associations, not a treatment. The approach may not work in real-world clinics or for other populations.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Participants
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400 people
The number who actually took part.
- Started
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Feb 2024
- Finished
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Jul 2025
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
Research assistants will recruit young Kenyan women (ages 18-24), attending one of four clinics for any health services. Smart phone ownership and use of SMS, WhatsApp, or other social media is required.
- Ages
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18 to 24 years
- Sex
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Female participants only
- Healthy volunteers
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Accepted
You do not need to have the condition being studied to take part.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: * Identifying as a young woman (age 18-24 years) * Attending clinic for any health services, including PrEP and HIV testing * Smart phone ownership * Ability to understand Kiswahili, DhoLuo, and/or English * Use of SMS, WhatsApp, and/or other types of social media Exclusion Criteria: • Inability to provide informed consent (e.g., intoxication, developmental delay)
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
Contacts and locations
Locations
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KEMRI
Kisumu, Kenya
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Other studies related to the condition(s) this trial covers.
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