Data Science for Dynamic Intervention Decision-Making Center

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.

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.

What are Adaptive Interventions?

An intervention delivery framework that guides how dynamic information should be used in practice to modify an intervention.

Standard Adaptive Interventions
Just-in-Time Adaptive Interventions
Multimodal Adaptive Interventions

What is Intervention Optimization?

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

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

We are the Data Science for Dynamic Intervention Decision-making Center

We are an interdisciplinary collective of data scientists developing the methodological toolkit scientists need to address today’s biggest public health challenges. Our mission is to help investigators in health and education sciences develop highly effective adaptive interventions that improve outcomes for everyone.

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