Just-in-Time Adaptive Interventions

Ready-built Just-in-Time Adaptive Interventions features.

Field-tested and robust

Start Immediately

No need to wait for software development. Start testing our intervention immediately.

Refine Iteratively

Keep refining at no additional cost until you know your intervention works.

Effective Monitoring

Get frequent data from patients, their phones, and wearables to see how intervention are progressing.

Eliminate Costs

No custom software development. No in-house team to update mobile apps as operating systems change. No study phones — patients can use their own phones.

Field-tested with hundreds of grant-funded studies since 2009.

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Uses Existing Technology

Just-in-time adaptive interventions provide patients with the right type and amount of support at the right time. They are highly individualized for each user and hold the potential to radically improve the efficacy while reducing the cost of behavioral healthcare.

The technology already exists to monitor patients’ states throughout the day with in-phone and wearable sensors and to automatically present intervention content based on decision rules determined by the clinical team. However, the clinical research on the efficacy of using these technologies to deliver behavioral health and precision medicine interventions is lagging behind the availability of the technology.

Part of the challenge researchers face is accessing software to allow them to test their interventions. Software development is costly and takes time. Intervention development requires the ability to test intervention content and decision rules quickly, view the results, and refine the intervention. This rapid iterative process is necessary to develop new mobile interventions and translate evidence-based interventions that have been delivered in-person into mobile interventions.

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Deliver Mobile JITAIs Without the Technology Headache

The ilumivu System allows researchers to deliver a just-in-time intervention with very little set-up time. You can then test the intervention content and decision rules, refine them. You can then test again as many times as you need without waiting for additional software development and paying for each code change.

How? There is no code change! We have already developed a self-service system that allows you to add your own questions, intervention content, and define decision rules. 

Get started with the ilumivu System by scheduling a Strategy Session with an expert who can help you determine if it is a good fit for your upcoming study. 

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Trigger intervention content when users tell you they need it.

Deliver momentary intervention content within a mobile survey triggered by a user’s response in that moment. 

Trigger intervention content when users change how they typically respond.

The mEMA System tracks how each individual typically responds to a specific question. When it detects a change, that you define, it will automatically send your intervention content.

Trigger intervention content from physiological data.

Use Stress, HR, HRV, Steps, etc. to tell the mEMA System when to send your intervention content. 

Notify clinical staff of a high-risk response.

Set the mEMA System to immediately send an email when it detects a high-risk response (which you define).

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