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. Author manuscript; available in PMC: 2018 Dec 1.
Published in final edited form as: Nat Clim Chang. 2018 May 21;8(6):510–514. doi: 10.1038/s41558-018-0161-6

Table 1.

Weighted multivariable regression analysis of evaluated predictors of antibiotic resistance.

Bacteria Variable  Unadjusted  Unadjusted*  Adjusted*
E. coli Minimum temp 0.512 0.598 0.419
(<0.0001) (<0.0001) (<0.0001)
Prescription rate -- 0.120 0.121
(<0.0001) (<0.0001)
Outpatient -3.280 -4.590 -2.980
(0.14) (0.09) (0.06)
Lab standard -4.240 -4.900 -3.240
(0.08) (0.06) (0.16)
Population density 0.00027 0.00035 0.00027
0.006 (<0.0001) (0.086)
K. pneumoniae Minimum temp 0.341 0.397 0.219
(<0.0001) (<0.0001) (<0.0001)
Prescription rate -- 0.030 0.034
(<0.0001) (<0.0001)
Outpatient -2.640 -3.006 -2.880
(0.17) (0.24) (0.17)
Lab standard -1.760 -2.220 -0.371
(0.17) (0.22) (0.75)
Population density 0.00051 0.00063 0.0006
(<0.0001) (<0.0001) (<0.0001)
S. aureus Minimum temp 0.305 0.571 0.273
(0.002) (0.004) (0.21)
Prescription rate -- 0.133 0.134
(<0.0001) (<0.0001)
Outpatient -5.800 -5.570 -4.243
(<0.0001) (<0.0001) (0.0003)
Lab standard -1.780 -3.450 -3.922
(0.08) (0.08) (0.03)
Population density 0.00014 0.00015 0.00005
(0.15) (0.07) (0.69)
S. aureus** Minimum temp 0.405 0.762 0.514
(<0.0001) (<0.0001) (<0.0001)
Prescription rate -- 0.068 0.066
(0.0006) (<0.0001)
Outpatient -6.338 -6.520 -4.570
(0.0005) (<0.0001) (0.01)
Lab standard -2.305 -4.910 -3.840
(<0.0001) (0.008) (0.01)
Population density 0.0002 0.0002 0.00004
(0.035) (0.009) (0.27)

Unadjusted and adjusted multivariable regression parameters for historical (30-year) mean minimum temperature (°C), antibiotic class specific prescription rate (annual prescriptions/1000 population), acquisition source (containing outpatient isolates), laboratory standard (CLSI vs. other/not reported), and population density (persons/mi2). P-values are shown in parentheses ().

*

Restricted to subset of antibiotic susceptibilities for dates and classes of antibiotics corresponding to available prescribing rate data.

**

Analysis with Penicillin susceptibility removed.