Use when
- Options are clearly defined and simultaneously or sequentially available by design.
- The endpoint can distinguish target-option behavior from total activity.
- Side, order, novelty, and sensory controls are built into the protocol.
Preference and choice paradigms compare allocation between options, but the interpretation depends on opportunity, sampling, and bias controls.
Use preference and choice paradigms when the research question depends on relative allocation between alternatives. Treat preference scores as structured summaries of sampling behavior, not direct proof of valuation without controls.
| Typical endpoints | Preference index, option time, visits, contacts, or consumption. |
|---|---|
| Design control | Counterbalancing, baseline preference checks, and side-bias handling. |
| Confound watch | Low sampling, object identity, odor, lighting, chamber location, and habituation. |
| Reporting unit | Raw option values plus normalized preference score. |
Use these related surfaces to move from the scientific method question to the relevant product page, endpoint definition, analysis tool, or adjacent guide.