A hands-on guide to experimental design covering variables, controls, sampling, randomization, power, pre-registration, and clear success criteria.
Pre-experiment readiness checklist. Walk this checklist with your team right before data collection. Each item prevents a common failure mode. Clear primary question: Primary hypothesis and outcome are written and understood by everyone collecting data. Outcome defined exactly: Units, measurement timing, instruments...
Quick experiment design checklist (use right before data collection). Primary hypothesis & outcome written: Primary outcome defined with unit and timing. Success criteria clear: Decision rule or threshold recorded. Sample size considered: Planned sample size and justification noted (or plan to compute it)...
{ "FormType": "InteractiveForm", "Title": "Reproducibility Risk Assessment — Experiment", "IntroductionHtml": " Quick, scored assessment to identify reproducibility risks in your experimental plan. For each item select how well the experiment meets the criterion. Lower total score indicates lower reproducibility risk...
An interactive checklist to confirm an experiment is designed to produce interpretable, reproducible results. Walk through hypothesis, endpoints, controls, sampling and power, protocols, pre-registration, data capture and QC, stopping rules, analysis plans, and compliance. Save answers and notes to record readiness and next steps.
Interactive checklist to design, document, and pre-register robust experiments. Captures the research question, hypothesis, design choices, randomization and blinding, sample-size and power details, analysis plan, success criteria, reproducibility and data-sharing plans, ethics and preregistration status, and sign-off — stored for repeatable organizational memory.