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Types of Variables
Variable
ā€¢ A variable is anything that may assume
different numerical values.
ā€¢ A variable is anything that can take on differing or
varying values.
ā€¢ The values can differ at various times for the same
object or person, or at the same time for different
objects or persons.
ā€¢ Examples of variables are absenteeism and
motivation.
Types of Variables
ā€¢ Dependent Variable (Criterion variable)
ā€¢ Independent Variable (Predictor Variable)
ā€¢ Mediating Variable (Intervening variable)
ā€¢ Moderating variable
Dependent Variable
ā€¢ The variable of primary interest to the
researcher.
ā€¢ Researcher's goal is to understand and
describe the dependent variable, or to
explain its variability, or predict it.
ā€¢ In other words, it is the main variable that
lends itself for investigation as a viable
factor.
Dependent Variable
Examples:
Increase in Sales
Organizational performance
Employee performance
ā€¢ It is possible to have more than one
dependent variable in a study.
Independent/Predictor Variable
Independent variable is one that influences
the dependent variable in either a positive or
negative way.
ā€¢ When the independent variable is present,
the dependent variable is also present,
ā€¢
ā€¢ With each unit of increase in the IV, there is
an increase or decrease in the DV.
Mediating Variable
ā€¢ A mediating variable (or intervening
variable) is one that surface/float up/bridge
between the time the independent variable
start operating to influence the dependent
variable.
ā€¢ The mediating variable explain the
influence of the independent variable on the
dependent variable.
Moderating Variable
ā€¢ Moderating variable is one that has a strong
contingent/conditional effect on the
independent variableā€“dependent variable
relationship.
ā€¢ It modifies the original relationship between
the independent and the dependent
variables.

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Lecture-3 Types of Variables.pdf........

  • 2. Variable ā€¢ A variable is anything that may assume different numerical values. ā€¢ A variable is anything that can take on differing or varying values. ā€¢ The values can differ at various times for the same object or person, or at the same time for different objects or persons. ā€¢ Examples of variables are absenteeism and motivation.
  • 3. Types of Variables ā€¢ Dependent Variable (Criterion variable) ā€¢ Independent Variable (Predictor Variable) ā€¢ Mediating Variable (Intervening variable) ā€¢ Moderating variable
  • 4. Dependent Variable ā€¢ The variable of primary interest to the researcher. ā€¢ Researcher's goal is to understand and describe the dependent variable, or to explain its variability, or predict it. ā€¢ In other words, it is the main variable that lends itself for investigation as a viable factor.
  • 5. Dependent Variable Examples: Increase in Sales Organizational performance Employee performance ā€¢ It is possible to have more than one dependent variable in a study.
  • 6. Independent/Predictor Variable Independent variable is one that influences the dependent variable in either a positive or negative way. ā€¢ When the independent variable is present, the dependent variable is also present, ā€¢ ā€¢ With each unit of increase in the IV, there is an increase or decrease in the DV.
  • 7. Mediating Variable ā€¢ A mediating variable (or intervening variable) is one that surface/float up/bridge between the time the independent variable start operating to influence the dependent variable. ā€¢ The mediating variable explain the influence of the independent variable on the dependent variable.
  • 8. Moderating Variable ā€¢ Moderating variable is one that has a strong contingent/conditional effect on the independent variableā€“dependent variable relationship. ā€¢ It modifies the original relationship between the independent and the dependent variables.