Background: To explore the clinical application of a population pharmacokinetics (PPK) model of vancomycin in patients with hematological diseases who developed neutropenia.Methods: Patients with neutropenia treated at the Department of Hematology in our hospital were included in the PPK model study. A nonlinear mixed effect modeling approach (NONMEM) was used to establish the PPK model of those patients. Monte Carlo simulation was also carried out. A total of 64 patients were divided into model group and non-model group for clinical application research. The model group was given the first dose of 1g q8h, and the non-model group was given 1g q12h as the empiric therapy; the follow-up dose adjustment was made according to the concentration results.Results: This two-compartment model showed good stability and accuracy. The average concentrations in the model group and the non-model group were significantly different, i.e., 13.45±4.07 μg/ml, 60.71% reaching the target concentration vs. 9.85±3.76 μg/ml, 27.78% reaching the target concentration, respectively (all P<0.05). This suggested that for patients with neutropenia and CLCR≥90 ml/min/1.73m2, the first dose of 1g q8h may help to reach the target concentration as soon as possible.Conclusions: Our PPK model of vancomycin in patients with hematologic diseases who developed neutropenia can be used to realize the individualized application of vancomycin in this population.