AI predicts vaccine refusal in parents of young kids
NCT ID NCT06988969
First seen Jun 25, 2026 · Last updated Jul 15, 2026 · Updated 6 times
Summary
This study aims to understand why some parents of children aged 0-4 years are hesitant about vaccines. Researchers will use machine learning to analyze survey responses from 600 parents in Turkey. The goal is to build a model that can predict vaccine refusal, helping public health officials design better strategies to encourage vaccination.
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 help health officials predict which parents might refuse vaccines and create targeted campaigns to increase childhood vaccination rates.
- What could go wrong
- This is an observational study, not a treatment trial. The machine learning model may not accurately predict hesitancy in all populations, and results may not apply outside Turkey.
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
-
461 people
The number who actually took part.
- Started
-
Jul 2025
- Finished
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Jun 2026
- 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
No sample size calculation was performed in this study. Between June 2025 and September 2025, all parents of children aged 0-4 years who met the inclusion criteria and could be reached with the questionnaires were included in the study. Snowball sampling method will be used to reach the parents. The study population consists of parents who have children aged 0-4 years, possess proficiency in understanding and reading the Turkish language, and can be accessed via social media platforms using technological devices.
- Ages
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18 to 65 years
- Sex
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Anyone
- 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: Parents who meet the following criteria will be included in the study: * Have proficiency in understanding and reading the Turkish language, * Are able to use technological devices such as mobile phones or computers to access social media platforms (Participants used social media platforms such as Instagram and WhatsApp to communicate) via the internet, * Are 18 years of age or older, * Have children aged 0-4 years, * Consent to participate in the study, * Have children without any absolute contraindications to vaccination. Exclusion Criteria: * Parents of high-risk infants (such as those with a history of systemic illness, preterm labor, anomalies, etc.), * Parents who are unwilling to participate in the study will be excluded.
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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
-
Yalova University
Yalova, 77200, Turkey (Türkiye)
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