AI-Powered Research Support for Randomized Controlled Trials
A comprehensive application designed for Research Associates, Assistants, and Analysts supporting RCT design, Stata-first code generation, and code error troubleshooting.
Request AccessOur clients and partners enjoy specialized access to a local RCT resource and AI assistant designed specifically for rigorous impact evaluation research.
Advanced RAG (Retrieval-Augmented Generation) capabilities with domain-specific knowledge for intelligent RCT methodology assistance.
Generate Stata code instantly, debug errors efficiently, and access curated RCT resources — all in one platform.
Backed by best practices and curated knowledge to ensure your analysis meets the highest standards of rigor.
Intelligent assistance across every stage of your RCT workflow.
Engage in context-aware conversations about RCT methodology, study design considerations, statistical approaches, and best practices. Get instant answers to complex research questions with intelligent, domain-specific responses.
Semantic search across curated RCT literature, research papers, and technical resources. Find relevant information quickly with advanced retrieval that understands context and research intent.
Automated generation of Stata code for RCT analysis including randomization procedures, balance checks, treatment effect estimation, heterogeneity analysis, and attrition testing. Get production-ready code tailored to your specific research design.
Intelligent debugging and error fixing assistance for Stata code. Upload your code and error messages to receive targeted solutions, explanations, and corrected code snippets.
Access to curated RCT resources including J-PAL methodologies, best practice guides, sample size calculators, and research design templates. Stay aligned with gold-standard evaluation practices.
End-to-end assistance from study design through analysis and reporting. Get guidance on power calculations, randomization strategies, data quality checks, and result interpretation.
Built specifically for professionals working on impact evaluations and randomized controlled trials.
Streamline your analysis workflow with instant code generation and intelligent methodology guidance for complex RCT designs.
Learn best practices while getting work done — with contextual explanations and access to curated resources and examples.
Debug code faster, generate analysis scripts efficiently, and ensure your statistical approaches align with RCT standards.
Real-world applications for your RCT research workflow.
Get guidance on randomization strategies, blocking variables, cluster considerations, and treatment arm configurations.
Generate Stata code for sample size determination, MDE calculations, and power analysis with ICC adjustments.
Create code for baseline balance checks, joint F-tests, and diagnostic tables comparing treatment arms.
Generate regression specifications for ATE estimation with proper standard error clustering and covariate adjustments.
Build interaction models, subgroup analyses, and forest plots to explore treatment effect variation.
Test for differential attrition, create attrition tables, and implement appropriate corrections.
Paste error messages and get immediate solutions with explanations and corrected code.
Ask about best practices, appropriate statistical tests, assumptions, and research design choices.
Combining RAG architecture with domain expertise for intelligent assistance.
Our system uses advanced RAG capabilities to retrieve relevant context from curated RCT literature before generating responses. This ensures answers are grounded in established methodologies and best practices rather than generic AI outputs.
The assistant is powered by a carefully curated knowledge base including J-PAL resources, academic papers, technical guides, and proven code examples from real RCT implementations.
Purpose-built for Stata, the primary statistical software in impact evaluation. Generate syntactically correct, well-commented code that follows Stata best practices and evaluation standards.
The system maintains conversation context, understanding your research design, variables, and analytical goals to provide increasingly relevant and tailored assistance.
Our RCT Assistant is available exclusively to AJ Impact Evaluation clients and partners.
Contact us to learn how our AI-powered assistant can support your research team with intelligent code generation, methodology guidance, and real-time troubleshooting.
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