May 2026 Conference on Intervention Optimization
Intervention Optimization: Science and Practice, Present and Future The Center for Advancement and Dissemination of Intervention Optimization (CADIO) and the Data Science for Dynamic Intervention Decision-Making Center (d3center) are excited to announce the first academic conference on intervention optimization! Click this post to save the date and sign up for more information. May 18-20, 2026; Maryland
Intervention Optimization’s 20th Anniversary
From the desk of Director Linda Collins: "In this commentary, I reflect on the evolution of intervention optimization from that first publication to today, and on what the future could hold if the intervention science field continues to adopt the optimization paradigm." Read more in the Annals of Behavioral Medicine.
April 4th: Adapting and testing a mental health services engagement program for racial and ethnic minority young adults
Our Spring 2025 Webinar Series is following a new Friday schedule. In this webinar, Dr. Kiara Moore from the NYU Silver School of Social Work will present her work using MOST to improve mental health services.
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Dear Caddy, I am considering conducting a factorial optimization RCT. However, I’ve been told that the factors have to be independent. Is this true? It seems to me that it would be pretty unusual for...
Dear Caddy…
Dear Caddy, How would you respond if, in a summary statement, one of the reviewers said that MOST can no longer be considered innovative? Sincerely, Asking for a Friend Dear Asking, This comes down to...
Further Learning
Whether you are looking for additional support as you prepare a grant proposal involving MOST or practical information helpful in managing your optimization trial, this section provides resources for a deeper dive into intervention optimization.
REDCap with Most
The goal of this manual is to show how one might setup a REDCap project to support a research study with multiple conditions, such as factorial experiments common in the Multiphase Optimization Strategy (MOST) framework.
Establishing a conceptual model and understanding optimization
Sometimes the conceptual model is not a model of a health behavior per se, but a model of maintaining treatment fidelity, promoting adherence or compliance, or the like. The conceptual model is explained in more...
Common misconceptions about factorial experiments
A factorial experiment is essentially an RCT with a lot of experimental conditions, and therefore is extremely difficult to power.
Informal introduction to factorial experimental designs
The purpose of this page is to clarify some concepts, notation, and terminology related to factorial experimental designs, and to compare and contrast factorial experiments to randomized controlled trials (RCTs). A more in-depth introduction can...
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