Scientific poster · September 27, 2026
Stiffness selection distorts loading–sweating associations
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This proposed hypothesis asks whether selecting skin samples with similar final stiffness can make past loading appear to reduce sweat-gland secretion. It matters for restoring skin function in middle-aged people.
Final stiffness is tissue resistance after intervention. Past loading and baseline tissue properties influence it. Selecting a narrow range may create selection bias: a false link from sample choice between loading and sweating.
The test compares the full randomized sample, adjusted for baseline secretion, with the stiffness-selected subset. Support would require analysis to put the loading effect within a prespecified equivalence margin around zero, while selection produces or changes the association. Baseline secretion and exclusions must be recorded.