Skip to main content

Table 5 Linear mixed effect regression analysis results for MMR, 2008 sub-divided into the WHO framework for the building blocks of a health system (n = 136 countries)

From: Health system determinants of infant, child and maternal mortality: A cross-sectional study of UN member countries

Explanatory Variables

Unadjusted Risk Ratio (95% CI)

Adjusted Risk Ratio (95%CI)

I. Human health resources

  

   Nursing/midwife density (per 10,000 population)

0.76 (0.66, 0.87)

-

   Physician density (per 1,000 population)

0.68 (0.58, 0.79)

-

II. Health service coverage

  

   % Of population with sustainable access to water and sanitation (for a 10% increase)

0.67 (0.61, 0.73)

0.88 (0.82, 0.94)

   % Of births attended by skilled staff

0.28 (0.20, 0.39)

-

III. Medical products, vaccines and technology

  

   % Measles immunization coverage

0.55 (0.40, 0.74)

-

IV. Health financing

  

   Total health expenditure per person (USD)

0.60 (0.55, 0.65)

0.84 (0.77, 0.92)

   Out-of-pocket expenditure on health (as a % of total health expenditure)

1.32 (1.04, 1.66)

-

   Government health expenditure (USD)

0.53 (0.48, 0.58)

-

   Private share of total health expenditure (%)

1.01 (1.00, 1.02)

-

V. Leadership and governance

  

   Corruption index (log of)

0.18 (0.13, 0.23)

0.49 (0.36, 0.66)

Demographic variables

  

   Fertility rate (average number of children per woman)

9.93 (6.96, 14.16)

2.85 (2.02, 4.00)

   Population growth value (annual %)

1.07 (0.89, 1.28)

-

   Urban population value (annual %)

1.33 (1.17, 1.51)

-

   Female labour force participation (%)

1.00 (0.99, 1.02)

-

  1. - : Not selected in final model
  2. CI: Confidence interval
  3. A Risk Ratio below 1 corresponds to a protective variable.
  4. A Risk Ratio above 1 corresponds to a risk factor