Skip to main content

Table 4 Factors associated with health care expenditures by adults with diabetes in 2003.*

From: Diabetes, minor depression and health care utilization and expenditures: a retrospective database study

 

Ambulatory Care

Hospitalizations

Emergency Visits

Prescriptions

Variable

β Coeff

95% CI

β Coeff

95% CI

β Coeff

95% CI

β Coeff

95% CI

Depression

0.01

-0.06, 0.05

-0.02

-0.15, 0.10

0.04

-0.48, 0.57

0.10

-0.02, 0.23

Age

0.002

-0.005, 0.01

0.01

-0.02, 0.03

-0.01

-0.01, -0.003

0.002

0.000, 0.005

Sex

-0.03

-0.06, 0.01

-0.10

-0.33, 0.12

-0.11

-0.44, 0.23

-0.05

-0.15, 0.06

Years of Education

0.02

0.00, 0.05

0.005

-0.01, 0.02

-0.02

-0.06, 0.01

0.002

-0.01, 0.02

Race/Ethnicity

        

   Black, not Hispanic

-0.07

-0.18, 0.04

0.27

-0.20, 0.73

-0.01

-0.24, 0.22

0.13

-0.01, 0.28

   Asian, not Hispanic

0.01

-0.41, 0.42

-0.09

-1.27, 1.09

0.45

-0.48, 1.38

0.12

-0.23, 0.47

   White/Other, not Hispanic

0.001

-0.25, 0.25

0.04

-0.30, 0.39

0.04

-0.20, 0.28

0.15

0.06, 0.24

Income level

        

   Near poor

-0.11

-0.22, 0.004

0.20

-0.19, 0.59

0.08

-0.20, 0.35

-0.13

-0.33, 0.07

   Low Income

-0.11

-0.20, -0.01

0.11

-0.06, 0.29

0.21

-0.52, 0.94

-0.07

-0.21, 0.07

   Middle Income

0.02

-0.09, 0.13

0.04

-0.09, 1.70

0.11

-0.27, 0.49

-0.04

-0.26, 0.18

   High Income

-0.06

-0.12, 0.00

-0.05

-0.36, 0.27

0.08

-0.57, 0.72

-0.06

-0.19, 0.08

Insurance status

        

   public only

-0.09

-0.25, 0.07

-0.15

-0.22, -0.08

-0.14

-0.28, -0.003

0.06

-0.20, 0.32

   no insurance

-0.26

-0.78, 0.26

-0.56

-0.96, -0.14

-0.36

-0.51, -0.20

-0.06

-0.43, 0.30

Have usual source of care

-0.08

-0.81, 0.66

-0.22

-0.96, 0.52

0.35

-0.40, 1.10

-0.11

-0.43, 0.22

# of Comorbid conditions

0.06

0.05, 0.06

0.01

-0.01, 0.03

0.01

-0.04, 0.05

0.04

0.03, 0.04§

DM complications

        

   CHD

-0.02

-0.16, 0.12

-0.03

-0.09, 0.03

0.06

-0.53, 0.65

-0.06

-0.15, 0.04

   Eye

0.02

-0.01, 0.05

0.11

0.01, 0.21

-0.13

-0.17, -0.08

-0.04

-0.16, 0.19

   Renal

-0.04

-0.42, 0.34

-0.08

-0.19, 0.02

-0.06

-0.71, 0.58

0.004

-0.12, 0.13

Insulin use

-0.01

-0.10, 0.07

-0.19

-0.54, 0.15

0.09

-0.13, 0.30

-0.13

-0.19, -0.07

SF-12 PCS

-0.002

-0.01, 0.01

0.0007

-0.002, 0.003

-0.003

-0.01, 0.001

-0.004

-0.01, -0.0001

SF-12 MCS

-0.002

-0.01, 0.004

0.002

-0.01, 0.01

0.001

-0.01, 0.01

0.0002

-0.004, 0.004

  1. * Expenditures log transformed to account for skewed data
  2. = p < 0.05; = p < 0.01; § = p < 0.001
  3. Reference groups: no depression, female, race/ethnicity = Hispanic, income level = poor, private insurance, no usual source of care, no CHD, no Eye disease, no renal disease, no insulin use Abbreviations: ; SF-12 PCS = Short From 12 Physical Component Summary; SF-12 MCS: SF-12 Mental Component Summary; CHD = coronary heart disease