Data Analysis
Data analysis

Up-down threshold method

The up-down method estimates mechanical withdrawal threshold from a response sequence rather than a single force value.

Decision summary

Use the up-down method when the protocol follows a valid response-sequence design and the raw sequence can be audited. Do not treat the calculated threshold as independent of the scoring rule that produced it.

InputStimulus sequence and response/no-response events.
OutputEstimated 50 percent withdrawal threshold or equivalent threshold estimate.
AssumptionResponse probability changes monotonically across the stimulus series.
Audit fieldStarting force, sequence, step rule, cutoff, and excluded trials.

Use when

  • Von Frey responses are collected with an up-down sequence.
  • The response/no-response series and starting force are recorded.
  • The analysis needs an auditable threshold estimate.

Do not use when

  • The protocol used fixed-force testing or a non-sequential response curve.
  • Raw response sequence, step size, or cutoff handling is missing.
Caveats
  • The method estimates a threshold from a defined sequence, not a directly observed single value.
  • Protocol deviations can invalidate the calculation.
  • Different filament sets or electronic force ramps require clear method notes.
Reporting checklist
  • Report starting stimulus and step logic.
  • Report complete response sequence.
  • State calculation method and cutoff rules.
  • Report excluded or ambiguous responses.
  • Keep raw data available alongside derived threshold.

Related surfaces

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