Temporal kurtosis (without frequency weighting, i.e., Z-weighted kurtosis) can evaluate noise-induced hearing loss (NIHL). However, few studies have considered the function of frequency weighting (A- or C-weighted) kurtosis on NIHL.ObjectiveTo study the significance of A- and C-weighted kurtosis adjustment for equivalent sound level (L′_{EX,8 h}) in evaluating occupational hearing loss.MethodsA cross-sectional survey was used to select 973 noise-exposed workers in seven industries as the subjects. The noise exposure of all workers was assessed by distributions of A-, C-, and Z-weighted kurtosis (e.g., K_A, K_C, and K_Z) and respective adjusted equivalent sound level (e.g., L′_{EX,8 h}-K_A, L′_{EX,8 h}-K_C, and L′_{EX,8 h}-K_Z). The significance of A- and C-weighted kurtosis in evaluating NIHL was evaluated by correlations between three types of L′_{EX,8 h} and NIHL, and improvement of noise-induced permanent threshold shift (NIPTS) underestimation predicted by the ISO prediction model (Acoustics—Estimation of noise-induced hearing loss, ISO 1999-2013).ResultsThe median K_A, K_C, and K_Z were 68.33, 28.22, and 19.82, respectively. The binary logistic regression showed that L_{EX,8 h}-K_A, L_{EX,8 h}-K_C, and L′_{EX,8 h}-K_Z were risk factors for NIHL (OR>1, P<0.001). The receiver operating characteristic (ROC) curve showed that when the outcome variable was noise-induced hearing impairment (NIHI), the areas under the curves corresponding to L′_{EX,8 h}-K_A, L′_{EX,8 h}-K_C, and L′_{EX,8 h}-K_Z were 0.625, 0.628, and 0.625, respectively. When the outcome variable was high-frequency noise-induced hearing loss (HFNIHL), the areas under the curves corresponding to L′_{EX,8 h}-K_A, L′_{EX,8 h}-K_C, and L′_{EX,8 h}-K_Z were 0.624, 0.623, and 0.622, respectively (P<0.05). The order of underestimation improvement values predicted by L′_{EX,8 h} for NIPTS1₂₃₄ was: L′_{EX,8 h}-K_A (4.68 dB HL)>L′_{EX,8 h}-K_C (4.38 dB HL)>L′_{EX,8 h}-K_Z (4.28 dB HL) (P<0.001). The order of underestimation improvement values predicted by L′_{EX,8 h}-K for NIPTS₃₄₆ was: L′_{EX,8 h}-K_A (7.20 dB HL)>L′_{EX,8 h}-K_C (6.83 dB HL)>L′_{EX,8 h}-K_Z (6.71 dB HL) (P<0.001).ConclusionThe adjustment of A- and C-weighted kurtosis to equivalent sound level L_{EX,8 h} can effectively improve the accuracy of the ISO 1999 prediction model in NIPTS prediction, and compared with the C-weighted, the A-weighted kurtosis can improve the result of the ISO 1999 prediction model in terms of underestimating NIPTS.