We are the Data Science for Dynamic Intervention Decision-Making Center
Our mission is to improve health and education outcomes by developing and disseminating data science tools that help practitioners make better dynamic intervention decisions.
We are the Data Science for Dynamic Intervention Decision-Making Center
Our mission is to improve health and education outcomes by developing and disseminating data science tools that help practitioners make better dynamic intervention decisions.
‘Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity and Interference’ published in Biometrika.
‘Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity and Interference’ published in Biometrika.
Practitioners need evidence-based interventions that address people’s changing needs.
To strengthen health and education equity in the face of unprecedented challenges, we need a new generation of interventions that can match treatments to the unique and evolving needs of each individual, and to their changing context. At the same time, we need solutions that minimize cost and burden for patients and practitioners.
Practitioners need evidence-based interventions that address people’s changing needs.
To strengthen health and education equity in the face of unprecedented challenges, we need a new generation of interventions that can match treatments to the unique and evolving needs of each individual, and to their changing context. At the same time, we need solutions that minimize cost and burden for patients and practitioners.
Our role in promoting health equity.
Treatment delivery protocols have the potential to reduce health disparities. Learn more.
The promise of adaptive interventions.
To improve health and education outcomes for the greatest number of individuals, practitioners must deliver interventions that account for the diversity of human physiology, psychology, and lived experience. These interventions must also respond appropriately and efficiently to changes in the needs of individuals.
Adaptive interventions (AI) deliver individually-tailored, person-centered treatments of the right type, in the right amount, at the right time.
The promise of adaptive interventions.
To improve health and education outcomes for the greatest number of individuals, practitioners must deliver interventions that account for the diversity of human physiology, psychology, and lived experience. These interventions must also respond appropriately and efficiently to changes in the needs of individuals.
Adaptive interventions (AI) deliver individually-tailored, person-centered treatments of the right type, in the right amount, at the right time.
Advancing the science of adaptive interventions.
To construct the best possible adaptive intervention for the problem they aim to address, researchers need digitally-enabled intervention delivery frameworks and an empirical approach to intervention design.
Our interdisciplinary team of data scientists is developing a portfolio of innovative intervention frameworks and optimization trial designs within an ecosystem of statistical methods, educational materials, and software to support their use. Intervention scientists around the world are already using this advanced toolkit to unlock the full potential of adaptive interventions.
Advancing the science of adaptive interventions.
To construct the best possible adaptive intervention for the problem they aim to address, researchers need digitally-enabled intervention delivery frameworks and an empirical approach to intervention design.
Our interdisciplinary team of data scientists is developing a portfolio of innovative intervention frameworks and optimization trial designs within an ecosystem of statistical methods, educational materials, and software to support their use. Intervention scientists around the world are already using this advanced toolkit to unlock the full potential of adaptive interventions.
What is intervention optimization?
Optimization is a process whereby researchers identify the intervention design that most successfully balances effectiveness with other considerations. Learn more.
Let’s do this together.
Let’s do this together.
We’re building a community of scientists interested in the optimization of adaptive interventions, and there are more ways to collaborate than ever before.
We’re building a community of scientists interested in the optimization of adaptive interventions, and there are more ways to collaborate than ever before.
Our Partners
Insights from cadio, the Center for Advancement and Dissemination of Intervention Optimization, at NYU and the Statistical Reinforcement Learning Laboratory at Harvard are foundational to our research.
Our Partners
Insights from cadio, the Center for Advancement and Dissemination of Intervention Optimization, at NYU and the Statistical Reinforcement Learning Laboratory at Harvard are foundational to our research.
Our Collaborators
Our Collaborators
Our interdisciplinary team of data scientists consults with research centers around the country to develop cutting-edge studies for the development of adaptive interventions.
Our interdisciplinary team of data scientists consults with research centers around the country to develop cutting-edge studies for the development of adaptive interventions.
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