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THE NATURE OF
VARIABLES
MOST ESSENTIAL LEARNING COMPETENCY
Differentiate the
kinds of variables
and their uses
REVIEW
•How important is quantitative
research during the pandemic?
•In what instances of our life do we
see the importance of quantitative
research?
ACTIVITY
Directions: Guided by the set of
images, re-arrange the letters to
form the correct term that will best
describe the set of images.
DEENGR
GENDER
MPRECOSINONHE
COMPREHENSION
MINEOC
INCOME
EERRFOAMPCN
PERFORMANCE
ANALYSIS
•What terms were form or unlock?
•What is common to these terms?
Variables
Variable
• Central concept in research
• Any characteristic which is subject to change
and can have more than one value such as
age, intelligence, motivation, gender, etc.
Types of
Variables
Continuous
and Discrete
Dependent
and
Independent
Continuous
and Discrete
Continuous Variable
• A variable that can take infinite
number on the value that can occur
within population
• Its values can be divided into fractions
Discrete Variable
• Also known as categorical or
classificatory variable
• Any variable that has limited number
of distinct values and which cannot be
divided into fractions
Continuous or Discrete
• Time
• Sex
• Blood Group
• Income
• Age
• The price of gas
• Marital Status
• Number of Students in
each Strand
• Number of Children in
the Family
Types of
Continuous
Variables
Interval
Variable
Ratio
Variable
Interval Variable
• Interval variables have a numerical value
• These have order and equal intervals.
• It has no absolute zero value
Ratio Variable
•A ratio variable is similar to an
interval variable with one difference:
the ratio makes sense.
•It has absolute zero value
Interval or Ratio
• Scores
• Height
• Weight
• Celsius
• Fahrenheit
• Distance
Types of
Discrete
Variables
Nominal
Variable
Ordinal
Variable
Nominal/Categorical Variable
• They can be measured only in terms of whether the individual
items belong to certain distinct categories
• We cannot quantify or even rank/order the categories:
• Nominal data has no order
• One cannot perform arithmetic (+, -, /, *) or logical operations
(>, <, =) on the nominal data.
Ordinal Variable
• An ordinal variable is a nominal variable, but its different states
are ordered in a meaningful sequence.
• It can be ranked
• Ordinal data has order but the intervals between scale points
may be uneven.
• Because of lack of equal distances, arithmetic operations are
impossible, but logical operations can be performed on the
ordinal data.
Nominal or Ordinal
• place of birth
• Socioeconomic
status
• class
• Grades
• political orientation
• gender
• types of sports
• Educational
attainment
Types of
Variables
Continuous
and Discrete
Dependent
and
Independent
Dependent
and
Independent
Independent Variable
• Variable that is presumed to influence other
variable
• It is the presumed cause
• It is the one responsible for the conditions
that act on something else to bring about
changes
Dependent Variable
• Variable affected by the independent variable
• It responds to the independent variable.
• It presumed effect
• It is the result or effect of the changes brought about by
another variable
Extraneous Variables
• Variables that may affect the research outcomes but not
have been adequately considered in the study.
Extraneous variables that are not recognized until the
study is in process, or are recognized before the study
initiated but cannot be controlled are referred to as
confounding variables.
• Certain external variables may influence the relationship
between the research variables, even though researcher
cannot see it. These variables are called intervening
variables.
Independent or Dependent
• How stress affects mental state of human beings?
• Promotion affects employees’ motivation
• Effectiveness of Exposing Students in Classical Music on
Reading Comprehension
• Increasing Mathematics Achievement Through Contextualized
and Localized Materials
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