Skill guide: /experiment-design — from a hypothesis to a defensible study

Skill guide: /experiment-design — from a hypothesis to a defensible study

experiment-design turns a hypothesis into a full study design: participants, measures, protocol, constraints and sample plan — each choice grounded in how related studies did it.

How to call it

text
/experiment-design Design a two-arm randomized experiment testing whether a 4-week HRV biofeedback program lowers perceived stress (PSS-10) in university students compared with an active control. Include participants, measures, protocol flow, and a power analysis.

What happens

  • Settles what you did not specify — control condition, delivery and monitoring, secondary measures, screening — from what comparable studies do, and lists those assumptions in the design basis and the summary.
  • Surveys how comparable studies designed theirs and cites the ones it borrows from.
  • Writes the design report and draws the figures.

What you get

  • The design document: goal · framework · participants · measures · constraints · rationale and source per choice.
  • A protocol flow diagram (editable figure), an expected-results chart and a power curve, plus a summary of the reference studies' designs.
The protocol flow as an editable figure.
The protocol flow as an editable figure.
The power curve with the sample size that reaches .80 marked.
The power curve with the sample size that reaches .80 marked.

Tips

  • Give the effect size you expect (or the reference study) and the power curve is drawn for it.
  • On Deep effort the design is reviewed and revised once before it is delivered.