Bp. Kimberley et al., PREDICTING PURE-TONE THRESHOLDS IN NORMAL AND HEARING-IMPAIRED EARS WITH DISTORTION-PRODUCT EMISSION AND AGE, Ear and hearing, 15(3), 1994, pp. 199-209
Distortion product emission (DPE) growth functions, demographic data,
and pure tone thresholds were recorded in 229 normal-hearing and heari
ng-impaired ears. Half of the data set (115 ears) was used by a discri
minant analysis routine to classify DPE and demographic features into
either a normal pure tone threshold (PTT) group or an impaired PTT gro
up (PTT greater than 30 dB SPL) at six frequencies in the audiometric
range. The six discriminant functions developed from this classificati
on process were then used to predict pure tone threshold group members
hip in the remaining 114-ear data set. Frequency-specific prediction a
ccuracy varied from 71% (correct classification of hearing impairment
at 1025 Hz) to 92% (correct classification of normal hearing at 2050 H
z). Of the 45 DPE and demographic variables evaluated, the DPE amplitu
de associated with an f2 of moderate level (50 dB SPL) and a frequency
corresponding to pure tone threshold was generally most predictive. D
PE level was found to be weakly correlated with subject age and perhap
s for this reason age was frequently included in discriminant function
s. For our data, discriminant functions with one variable, two variabl
es, or 5-10 variables showed no differences in predictive performance.
This research suggests that DPE measures can reliably categorize pure
tone thresholds as normal or impaired in large populations with varie
d cochlear hearing status.