Skip to main content

Table 4 Impact of physician density on outpatient visits among patients with diabetes mellitus

From: Impact of health workforce availability on health care seeking behavior of patients with diabetes mellitus in China

 

Model 1

Model 2

IRR* (95%CI)

p value

IRR* (95%CI)

p value

All

 Physicians in PHCs

1.19 (1.02, 1.40)

0.027

1.25 (1.21, 1.29)

<0.001

 Physicians in hospitals

1.20 (1.08, 1.35)

<0.001

1.04 (1.01, 1.04)

<0.001

 PGDP

1.10 (1.04, 1.15)

<0.001

 Physicians in PHCs with PGDP

0.83 (0.73, 0.94)

0.003

 Physicians in hospitals with PGDP

1.15 (1.08, 1,24)

<0.001

Rural

 Physicians in PHCs

1.39 (1.29, 1.49)

<0.001

1.34 (1.17, 1.53)

<0.001

 Physicians in hospitals

1.02 (1.00, 1.04)

0.062

1.02 (1.01, 1.04)

<0.001

 PGDP

1.04 (0.98, 1.10)

0.170

 Physicians in PHCs with PGDP

0.73 (0.70, 0.77)

<0.001

 Physicians in hospitals with PGDP

0.99 (0.98, 1.02)

0.825

Urban

 Physicians in PHCs

1.13 (1.05, 1.21)

0.001

1.19 (1.15, 1.23)

<0.001

 Physicians in hospitals

1.04 (0.93, 1.16)

0.462

1.01 (1.00, 1.02)

0.015

 PGDP

1.23 (1.04, 1.46)

0.014

 Physicians in PHCs with PGDP

0.98 (0.98, 0.99)

<0.001

 Physicians in hospitals with PGDP

1.17 (1.06, 1.30)

0.002

East

 Physicians in PHCs

1.18 (1.01, 1.39)

0.037

1.23 (1.19, 1.28)

<0.001

 Physicians in hospitals

1.02 (1.00, 1.04)

0.069

1.02 (1.01, 1.03)

<0.001

 PGDP

1.17 (1.03, 1.32)

0.012

 Physicians in PHCs with PGDP

0.92 (0.90, 0.95)

<0.001

 Physicians in hospitals with PGDP

0.99 (0.97, 1.02)

0.721

Central

 Physicians in PHCs

1.33 (1.16, 1.51)

<0.001

1.40 (1.10, 1.78)

0.005

 Physicians in hospitals

1.02 (0.90, 1.16)

0.721

1.04 (1.01–1.07)

0.020

 PGDP

1.01 (0.90, 1.12)

0.896

 Physicians in PHCs with PGDP

0.87 (0.81, 0.94)

<0.001

 Physicians in hospitals with PGDP

1.08 (0.96, 1.22)

0.171

West

 Physicians in PHCs

1.45 (1.06, 1.99)

0.021

1.67 (1.38–2.02)

<0.001

 Physicians in hospitals

0.92 (0.56, 1.53)

0.762

0.93 (0.83–1.03)

0.156

 PGDP

0.97 (0.86, 1.10)

0.669

 Physicians in PHCs with PGDP

0.84 (0.80, 0.88)

<0.001

 Physicians in hospitals with PGDP

1.15 (0.99, 1.33)

0.071

  1. * IRR: incidence rate ratio
  2. Model 1. Variables controlled include age, sex, urban/rural residence, marital status, education, occupation, income, health insurance status, presence of other chronic diseases, distance to the nearest healthcare provider, sickbed days for the illness
  3. Model 2. Variables controlled include age, sex, marital status, education, occupation, income, health insurance status, presence of other chronic diseases, distance to the nearest healthcare provider, sickbed days for the illness