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Detectability and Bias Indices of Pneumatic Corneal Stimuli Using Signal Detection Theory
Varadharajan Jayakumar1, Trefford L Simpson1
1School of Optometry and Vision Science, University of Waterloo, Waterloo, Ontario, Canada.
Translational Vision Science & Technology
|November 26, 2020
Summary
This study demonstrates the feasibility of using signal detection theory (SDT) to analyze corneal sensory responses to pneumatic stimuli. Findings support hypotheses linking corneal psychophysics to nerve conductance and nociception, crucial for understanding sensory and decisional characteristics.
Area of Science:
- Ophthalmology
- Neuroscience
- Psychophysics
Background:
- The cornea possesses a complex sensory system with varied inherent noise.
- Understanding corneal sensory and decisional characteristics is vital for clinical applications.
- Signal detection theory (SDT) offers a framework to analyze response biases.
Purpose of the Study:
- To assess the feasibility of applying SDT to corneal pneumatic stimuli.
- To estimate detectability (d') and criterion (c) indices for corneal stimuli.
- To test psychophysical data against nonprimate physiological linking hypotheses using Bayesian analysis.
Main Methods:
- Corneal stimuli (cold, mechanical, chemical) were delivered using the Waterloo Belmonte esthesiometer.
- Participants (n=30) responded yes/no to stimuli, with catch trials.
- SDT indices (c, lnβ, d') were calculated from responses; Bayesian analysis was employed.
Main Results:
- Average detectability indices (d') varied across stimulus types: cold (0.59), mechanical (1.65), and chemical (1.14).
- Bayesian analysis mildly favored differences in d' between stimulus types (BF10 = 1.55).
- No significant differences in criteria were found; results supported nociception and nerve conductance theories.
Conclusions:
- This study is the first to demonstrate the feasibility of estimating SDT indices for corneal pneumatic stimuli.
- Participant responses indicated a conservative strategy, likely due to a high proportion of catch trials.
- SDT is crucial for evaluating response bias and understanding sensory/decisional aspects of corneal perception.

