Our Process
INSTAR Lab's research process integrates rigorous scientific methodology with institutional practices designed to maximize quality, reproducibility, and public benefit. From hypothesis formulation through peer review and knowledge transfer, every phase follows transparent, well-documented procedures that meet the highest standards of scientific integrity — the same standards expected of recipients of federal research support and the hallmark of credible independent research institutes.
Research Methodology
INSTAR researchers follow a systematic approach: identify the question, review existing knowledge, formulate testable hypotheses, design experiments with appropriate controls, collect and analyze data using validated methods, interpret results conservatively, and submit findings for peer review. We emphasize pre-registration of study designs, statistical power analysis, and blinding protocols where applicable. Institutional methodology guidelines — developed with input from domain experts across all research thrusts — provide discipline-specific best practices while maintaining universal standards for rigor, transparency, and responsible conduct of research.
Quality, Reproducibility & Ethics
INSTAR maintains research quality oversight that encompasses data integrity verification, statistical analysis review, and compliance with ethical guidelines. All computational analyses are accompanied by documented code and reproducible environments that enable independent verification. Researcher training covers responsible conduct of research, data management, and the prevention of questionable research practices — requirements that parallel those of federal granting agencies and reflect INSTAR's obligation as a public-benefit nonprofit.
Research activities involving human subjects, biological materials, or hazardous substances are conducted under applicable institutional oversight consistent with federal regulations. Safety programs covering biosafety, chemical hygiene, and data privacy protect researchers, collaborators, and the broader community. This layer of accountability is not a compliance formality — it is foundational to the trust that sustains productive scientific collaboration.
OUR PARTNERS
