Research methodology
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A simple example of a variable is a person's age. The variable can take on different values,
such as, 20 years old, 30 years old, and so on. Other examples of variables are:
a) weight in kilograms
b) height in centimeters
c) monthly income in Birr
d) marital status (single, married, divorced and widowed)
e) job satisfaction index (1 to 5)
f) occupation (civil servant, farmer, student, et.)
g) disease condition (presence or absence of a disease)
The first three variables (a to c) are
numerical variables because they are expressed in
numbers (metric data). Since the values of the remaining three variables (d to g) are
expressed in categories, we call them
categorical variables.
Because in the health research we often look for associations, it is important to make a
distinction between
dependent and independent variables. Both the dependent and
independent variables together with their operational definitions (when necessary) should be
stated.
Definitions:
The variable that is used to describe or measure the problem under study is called the
dependent variable. The variables that are used to describe or measure the factors that are
assumed to influence (or cause) the problem are called independent variables.
For example, in a study of relationship between smoking and lung cancer, "suffering from
lung cancer" (with the values yes, no) would be the
dependent variable and "smoking" (with
the values no, less than a packet/day, 1 to 2 packets/day, more than 2 packets/day) would be
the
independent variable.
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