Research > Optimizing Interventions
In our laboratory, we design and conduct rigorous evaluation studies to identify the most effective interventions and policies to improve people's lives. Evaluation studies provide important lessons for policy makers and practitioners and enhance programs to achieve the desired results in the most effective and efficient way.
Statistical Mediation Analysis to Unpacking the Mechanisms of Interventions
Adaptability of Transported Interventions
Factorial Experiments to Optimize Interventions
Creating Adaptive Interventions to Individually Tailor Treatments
Latent Class Analysis to Identify the Subgroups of the Targeted Population
and Support Individuals Most in Need, audience segmentation strategy
my work: mediation chapter drugs, hr meta, gender educ
We identify the research questions concerning the program and the most appropriate evaluation design addressing those research questions in the most accurate way. We use random assignment, quasi-experimental, and mixed methods to answer the following questions:
We value and follow scientific standards in our impact evaluation studies to ensure the findings are accurate and precise.
Statistical Mediation Analysis to Unpacking the Mechanisms of Interventions
Adaptability of Transported Interventions
Factorial Experiments to Optimize Interventions
Creating Adaptive Interventions to Individually Tailor Treatments
Latent Class Analysis to Identify the Subgroups of the Targeted Population
and Support Individuals Most in Need, audience segmentation strategy
my work: mediation chapter drugs, hr meta, gender educ
We identify the research questions concerning the program and the most appropriate evaluation design addressing those research questions in the most accurate way. We use random assignment, quasi-experimental, and mixed methods to answer the following questions:
- Which programs are the most effective to address the targeted outcomes?
- Is the program effective in achieving the desired results?
- Do program effects vary across subgroups of individuals?
- How does the program achieve its effect? Through which mechanisms? What are the successful components of the program? What components are counterproductive and should be revised or deleted?
- Is the program cost-effective?
- Which program is the most outcome- and cost-effective to address the targeted outcomes?
- If the program is not found to be effective, what were the obstacles? How can we address them?
- Is the program well-implemented? What challenges and opportunities existed during the implementation phase?
We value and follow scientific standards in our impact evaluation studies to ensure the findings are accurate and precise.
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Subgroups of drug users in high schools
(Morean et al., Drug and Alcohol Dependence, 2016)
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