How Do We Design Better Experiments?

A hands-on guide to experimental design covering variables, controls, sampling, randomization, power, pre-registration, and clear success criteria.

How Do We Design Better Experiments?
Interactive Tool

Interactive Tool

Explore this interactive audit, assessment, reflection, or practical tool. Sign in to save your responses and return to them later.

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Interactive Tool

Interactive Tool

Explore this interactive audit, assessment, reflection, or practical tool. Sign in to save your responses and return to them later.

Members:
Worksheet

{ "FormType": "InteractiveForm", "Title": "Experiment Planning Template (Pre-registration)", "IntroductionHtml": " Capture a concise, shareable pre-registered plan. Keep each answer brief but specific — this is the plan you will follow before looking at outcome data. ", "SubmitLabel": "Save Experiment Plan"...

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Template

Pre-registration & Analysis Plan Template

A reproducible, guided pre-registration form that captures study aims, hypotheses, outcomes, sample size logic, analysis steps, handling of missing data, stopping rules, and data/code sharing plans — with fields designed to lock in decisions and reduce post-hoc bias.

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Template

Experiment Protocol & Pre-registration Template

A practical, section-by-section experiment protocol and preregistration template that teams can complete prior to data collection. Includes clear prompts for objectives, outcomes, methods, randomization, sample-size justification, data capture formats, QA checks, analysis plans, versioning, and sign-offs—plus a short pre-registration checklist and tips to improve reproducibility.

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Template

Preregistration & Preprint Readiness Checklist (Interactive Template)

Interactive template to preregister hypotheses, outcomes, analysis plans, ethics and data-sharing details, and to assess preprint readiness. Save structured responses, link to registries and preprint servers, and produce a clear readiness score.

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