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RESEARCH METHODOLOGY
Presented by: Kajal Shethia
MEASUREMENT
 It is a process of observing
and recording the
observations that are
collected as a part of
research.
SCALING
 It is applied to the attempts to
measure the attitude
objectively.
 It is a technique used for
measuring qualitative
responses – likes, dislikes,
short, long etc.
PRIMARY SCALE OF
MEASUREMENT
1. Nominal scale
2. Ordinal Scale
3. Internal Scale
4. Ratio Scale
NOMINAL SCALE
 It is used for labelling variables
without any quantitative value
 It is used for counting purpose
 Statistics : Frequency/percentage
distribution
ORDINAL SCALE
 It arranges the alternatives
according to their magnitude.
 Is the difference between
“OK” and “UNHAPPY” the
same – we cannot say that
 It measures non-numeric
concepts
 Statistics: Frequencies,
Mode, Percentile
INTERVAL SCALE
For Example:
Q. How appealing is this box to the
children?
NOT AT ALL
VERY
-4 -3 -2 -1 0 1 2
3 4
- Current Temperature
- IQ
It is a Numerical scale in which
not only order but also the
exact difference between values
can be measured
RATIO SCALE
- It gives the exact values between two
units
- It provides wealth to statistical data
- These values can be successfully
added, subtracted, multiplied or
divide
This machine
gives an idea of
Ratio between
person’s height
and weight (ratio)
ATTITUDE MEASURING SCALE
1. Sematic Differential Scale
2. Paired Comparison Scale
3. Likert Scale
4. Constant Sum Scale
SEMATIC
DIFFERENTIAL
SCALE
- It is a type of rating scale
designed to measure the
connotative meaning of
object/events
- Connotation are used to express
the attitude for the given object
Q. How did you find this object?
PAIRED COMPARISON SCALE
 It is a comparative scaling
technique
 Two products are shown at
the same time to the
respondent and is asked to
select one of their choice
 It can be analyzed in two
ways :
- Percentage of respondents
- Assumption of transitivity
LIKERT SCALE
FOR EXAMPLE:
- It measures the level of
agreement/disagreement for the
given statement
- Strongly agree to strongly disagree
- Statistics: Median or Mode
- Display the observation in bar chart
CONSTANT SUM
SCALE
FOR EXAMPLE:
- Respondents are asked to
distribute the points across various
items which they feel according to
them have more relevance than the
other features of the product.
RATING
 It is a set of categories designed to
elicit information obtained by the
respondents
 Types of Rating Scale :
- Numeric rating scale
- Graphic rating scale
 Example : Likert response scale
RANKING
 It is a relationship between a set
of items where one is ranked
higher and the other one is
ranked is lower than that.
 EXAMPLE : Colleges are ranked
every year
THANK YOU

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Research methodology

  • 2. MEASUREMENT  It is a process of observing and recording the observations that are collected as a part of research.
  • 3. SCALING  It is applied to the attempts to measure the attitude objectively.  It is a technique used for measuring qualitative responses – likes, dislikes, short, long etc.
  • 4. PRIMARY SCALE OF MEASUREMENT 1. Nominal scale 2. Ordinal Scale 3. Internal Scale 4. Ratio Scale
  • 5. NOMINAL SCALE  It is used for labelling variables without any quantitative value  It is used for counting purpose  Statistics : Frequency/percentage distribution
  • 6. ORDINAL SCALE  It arranges the alternatives according to their magnitude.  Is the difference between “OK” and “UNHAPPY” the same – we cannot say that  It measures non-numeric concepts  Statistics: Frequencies, Mode, Percentile
  • 7. INTERVAL SCALE For Example: Q. How appealing is this box to the children? NOT AT ALL VERY -4 -3 -2 -1 0 1 2 3 4 - Current Temperature - IQ It is a Numerical scale in which not only order but also the exact difference between values can be measured
  • 8. RATIO SCALE - It gives the exact values between two units - It provides wealth to statistical data - These values can be successfully added, subtracted, multiplied or divide This machine gives an idea of Ratio between person’s height and weight (ratio)
  • 9. ATTITUDE MEASURING SCALE 1. Sematic Differential Scale 2. Paired Comparison Scale 3. Likert Scale 4. Constant Sum Scale
  • 10. SEMATIC DIFFERENTIAL SCALE - It is a type of rating scale designed to measure the connotative meaning of object/events - Connotation are used to express the attitude for the given object Q. How did you find this object?
  • 11. PAIRED COMPARISON SCALE  It is a comparative scaling technique  Two products are shown at the same time to the respondent and is asked to select one of their choice  It can be analyzed in two ways : - Percentage of respondents - Assumption of transitivity
  • 12. LIKERT SCALE FOR EXAMPLE: - It measures the level of agreement/disagreement for the given statement - Strongly agree to strongly disagree - Statistics: Median or Mode - Display the observation in bar chart
  • 13. CONSTANT SUM SCALE FOR EXAMPLE: - Respondents are asked to distribute the points across various items which they feel according to them have more relevance than the other features of the product.
  • 14. RATING  It is a set of categories designed to elicit information obtained by the respondents  Types of Rating Scale : - Numeric rating scale - Graphic rating scale  Example : Likert response scale
  • 15. RANKING  It is a relationship between a set of items where one is ranked higher and the other one is ranked is lower than that.  EXAMPLE : Colleges are ranked every year