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Transforming Clinical Data Collection with Adaptive Forms

Transform Clinical Data Collection with Adaptive Forms - Health Samurai

December 17, 2025Aidbox

Summary

FHIR Adaptive Forms enhance clinical data collection by dynamically assembling questionnaires based on context. This allows for more efficient and personalized data gathering, ensuring that only relevant information is collected from patients and clinicians.

Details

This article describes the mechanism of adaptive forms, which are built upon the FHIR SDC IG. The system involves two key actors: a 'Clinical App' (which presents the form to the user) and an 'External Service' (which manages questions using algorithms or decision rules). Aidbox Forms supports the 'Clinical app side,' utilizing the `$next-question` operation. This allows the form to continuously request and generate the next question from the external service until the workflow is complete. This technology has broad real-world applications, including PROMs (Patient Reported Outcomes Measures), Prior Authorization processes, and Clinical Decision Support (CDS). For instance, it can trigger follow-up questions based on risk thresholds or dynamically request necessary documentation based on a diagnosis. Adaptive Forms serve as an intelligent foundation for data collection that goes beyond simple questionnaires, enabling the digitization of complex workflows—such as paper forms or prior authorization processes—into FHIR-compliant digital experiences.

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