Research Article

Trends and Drivers of Inpatient Antibiotic Consumption among 89 China Tertiary General Hospitals from 2011Q1 to 2015Q4

Table 2

Panel regression analysis predicting likelihood of the use of antibiotic.

Dependent variableCoefficienttp

Regions10779.3128.315<0.001
Ownership−20711.436−9.714<0.001
Time−6.714−2.5460.011
Constant5051175.8172.6060.009

Regions−0.152−0.2720.786
Ownership−1.596−1.7330.083
Time−0.013−11.610<0.001
Constant9978.11011.682<0.001

Drug Regions−1.346−3.3460.001
Ownership−0.082−0.1250.901
Time−0.012−14.526<0.001
Constant8811.15714.653<0.001

DDDs, accumulative defined daily doses.
DDDs = ∑ (drug specification × amount/defined daily dose).
AUD = DDDs × 100/inpatient days.
Drugs variety refers to the total number of drug types.
Total panel (balanced) observations: 1780.
for all covariates listed. There is no collinearity between variables.
: 62.070, prob. (F-Statistic): <0.001.
: 45.940, prob. (F-Statistic): <0.001.
: 74.080, prob. (F-Statistic): <0.001.