In the study, Turkey's position in this field was examined children vaccination rates between the years 2000-2017 in the OECD countries by taking clustering technique. Data were tested by nonhierarchical clustering method. Then it was analyzed by multi-dimensional scaling. According to the results of clustering, countries are grouped into 3 groups. The relationship between the results obtained and the development level of the countries are analyzed. As a result, clustering occurred between countries with distant values. In a multidimensional scaling analysis, child mortality data in Turkey in 2017 are used as the dependent variable. Health spending, Gdp, diphtheria, measles and hepatitis-b vaccination rates have been determined as impact factors. Purpose in the second analysis is to see to what extent these vaccines and a few variables affect and to put it numerically to the infant mortality rate in Turkey by looking at the obtained stress values.