Table 1 Multiple linear regression analysis and statistical Summary of Independent variables and dependent variable MCCD for Raw MCCD Rate and weighted MCCD rate.

From: A retrospective cluster analysis of regional disparities and healthcare factors influencing causes of death certification and mortality statistics in India

Independent variables

Statistical summary

Raw MCCD rate (Model 1)

Weighted MCCD rate (Model 2)

Model fit Statistics

Reduced Chi-Sqr

410.11

551.61

R Value

0.67

0.71

R-Square (COD)

0.45

0.51

Adj. R-Square

0.45

0.51

No variable

Intercept Value

18.02

15.27

SE

2.08

2.41

95% CI (LCL / UCL)

14 / 22.19

10.53 / 20.02

p-value

 < 0.0001

 < 0.0001

Doctor per, 1000 People

Regression coefficients (β)

45.27

35.61

SE

6.06

7.03

95% CI (LCL / UCL)

33.33 / 57.20

21.77 / 49.45

p-value

 < 0.0001

 < 0.0001

Hospitals per 10,000 People

Regression coefficients (β)

 − 70.77

 − 116.07

SE

22.01

25.53

95% CI (LCL / UCL)

 − 114.05 / − 27.84

 − 166.27 / − 65.87

p-value

0.001

 < 0.0001

Hospitals per 10,000 People (Reporting MCCD)

Regression coefficients (β)

397.54

548.45

Standard Error

28.55

33.11

95% CI (LCL / UCL)

341.41 / 453.67

483.35 / 613.55

p-value

 < 0.0001

 < 0.0001

Hospitals per 10,000 People (Not Reporting MCCD)

Regression coefficients (β)

 − 53.09

 − 183.13

SE

32.41

37.59

95% CI (LCL / UCL)

 − 116.82 / 10.64

 − 257.05 / − 109.22

p-value

0.10

 < 0,0001

  1. R value, Correlation coefficient; Adjusted R-Square, Adj. R-Square; COD, Coefficient of Determination; SE, Standard Error; LCL, Lower Confidence Limit; UCL, Upper Confidence Limit.