Ethiopia is the second-largest country in Africa, with an estimated
population of nearly 79 million and a growth rate of 2.6 percent
per year. It is believed that Fertility decline continues if wider
use of contraception is adopted. The Ethiopian demographic and
health survey data have a two-level hierarchical structure, with
16,700 women nested within eleven geographical regions. Traditional
regression analysis and multilevel models were employed to predict
the outcomes. The study revealed that Place of residence,
educational attainment, age group, religious beliefs, heard of
family planning messages with radio, visited health facility, and
desire for more children were found to be the most important
determinants. It was found that the random slope multilevel model
best fits the data and provides additional information. The
variances of the random components related to the random term were
found to be statistically significant implying that differences in
use of modern contraceptives across regions.
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