Determine the direction of the relationship between semiotic and affective auditory associations
Determine whether participants related auditory qualities to semiotic associations that had an affective component, or instead associated auditory qualities with affect that subsequently led to semiotic associations, in sonifications for uncertainty and neutrality visualizations.
References
However, we do not know whether participants related auditory qualities to semiotic associations that had an affective component, or whether participants associated auditory qualities to affect that led to semiotic associations.
— Sounds Uncertain: Exploring the Affective Aspects of Sonification for Uncertainty Visualization
(2608.18680 - Dutt et al., 19 Aug 2026) in Section 4.4, “Semiotics or Affective Associations”