Data Science for Dynamic Intervention Decision-Making Center

Imagine a future where treatment effectively adapts
to people’s changing needs.

We are an interdisciplinary collective of data scientists developing the methods toolkit scientists need to develop highly effective adaptive interventions that improve outcomes for everyone.

Imagine a future where treatment effectively adapts to people’s changing needs.

We are an interdisciplinary collective of data scientists developing the methods toolkit scientists need to develop highly effective adaptive interventions that improve outcomes for everyone.

APPLY NOW · Adaptive Interventions Training in Education

Solving implementation challenges

Integrating human-delivered and digital interventions

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Think Tanks

AHSR Pre-Conference Workshop

Pilot Grant Program

What are adaptive interventions?

Adaptive interventions are intervention delivery frameworks that guide how dynamic information should be used in practice to modify an intervention.

What are optimization trials?

Optimization trials are experimental designs that help investigators answer scientific questions about designing adaptive interventions.

What is intervention optimization?

Intervention optimization is a systematic approach to designing interventions that are both effective and resource-efficient.

What are adaptive interventions?

Adaptive interventions are intervention delivery frameworks that guide how dynamic information should be used in practice to modify an intervention.

Standard Adaptive Interventions
Just-in-Time Adaptive Interventions
Multimodal Adaptive Interventions
Multilevel Adaptive Imp. Strategies

What are optimization trials?

Optimization trials are experimental designs that help investigators answer scientific questions about designing adaptive interventions.

SMARTs
Micro-Randomized Trials
Hybrid Experimental Designs
Multilevel Implementation SMARTs

What is intervention optimization?

Intervention optimization is a systematic approach to designing interventions that are both effective and resource-efficient.

Learn more from our partner at cadio.org

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Imagine a future where treatment effectively adapts to your changing needs.

These treatments of the future will be powered by adaptive interventions, which deliver individually-tailored treatments of the right type, in the right amount, at the right time.

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