SlideShare una empresa de Scribd logo
1 de 16
Attitude Measurement and Scales
PRESENTED BY
  Amiya Kumar Sahoo
  1ST Year PGDM student
  Innovation-The Business School
   Muktapur,Khurdha
Attitude
• Attitude may be defined as "Degree of positive or
  negative affect associated with some psychological
  object”.
Attitudes
Attitudes            Cognitive component
                     A Person’s belief or information
Evaluative           about the object
statements or
judgments            Affective Component
concerning           The emotional or feeling about the
objects, people,     product such as like or dislike, good or
or events.           bad
                     Behavioral Component
                     An intention to behave in a certain way
                     toward someone or something.
Measurement
Assignment of numbers to objects or persons
 to represent quantities of their attributes
The assignment of number is done according
 to some rules
The attribute of person would include his
 income,preference,religion,social class,attidues
 etc
Attributes of product would be
 speed,size,price,flavoour,quantity etc.
Scale
The ratio between the size of something and a
 representation of it
A measuring instrument for weighing; shows
 amount of mass
A topic which can create a great deal of
 confusion in social and educational research is
 that of types of scales used in measuring
 behaviour
Attitude Measurement and Scales
 The study and measurement of attitude is important
 It is assumed that there is a relationship between
  attitude and behavior
 For marketing decision the attitude behavior
  relationship helps to study customer thinking and like
  and dislikeness.
 And with the help of this he predicts the future.
                                    Action/
            Attitude
                                   Behavior
Types of scales used in measurement
Scales used for Market research have been
  divided in to 4 parts
They are
1. Nominal Scales
2. Ordinal scale
3. Interval scale
4. Ratio scale
Nominal Scale

 Numbers are used to label persons, events or
  objects
 It is the least powerful level of measurement
 It shows difference between things assigning them
  in to categories
 It is the counted data
 Statistics used-Mode,Contigency of co-efficient
Examples of nominal scale
Players in a football team
Colors of traffic light
Gender (female= 1; male = 2)
Sales Zone A = Islamabad, Sales Zone B =
 Rawalpindi
Drink A = Pepsi Cola, Drink B = 7-Up, Drink
 C = Miranda
Ordinal Scale
 An ordinal scale is one that arranges objects or
  alternatives according to their magnitude
 Objects are ranked in order with regard to some
  common variable.
 It tells us whether an event has more or less of
  characteristics than others.
 Numbers indicate the relative position of objects
  but not the magnitude of difference
 Statistics Used-Median,Percentile,Rank order co-
  relation
Examples
 Career Opportunities = Moderate, Good, Excellent
 Investment Climate = Bad, inadequate, fair, good,
  very good
 Merit = A grade, B grade, C grade, D grade
MONTHLY INCOME(RS)        NO OF CONSUMERS

Less than 5000            20
5001-8000                 30
8001-11000                25
11001-13000               20
13001 and above           12
Total                     107
Interval Scale
 More powerful than ordinal and nominal scale
 Object is measured on a continuum
 Arbitrary zero point
 Differences between objects can be compared
 Interval scales allow comparisons of the differences
  of magnitude (e.g. of attitudes) but do not allow
  determinations of the actual strength of the magnitude

Statistics Used-
Mean, Standard Deviation, Average Deviation, Product
    moment Co-relation,T-test,F-TEST
Examples
Temperature
Attitudes
Ratio Scale
 Most powerful measurement
 It have an absolute or true zero measurement
 Interval scale with fixed zero point
 Possible to say how may times greater or smaller one
  object is than another.
 Comparison of absolute magnitudes is possible
 Statistics used-
Geometric mean, Harmonic mean, Coefficient of
  variations
Examples
Income
Distance travelled from home to workplace
Height,weight,density
Market Share(1million in 2002and 1.5 million
 in 2003)
Attitude measurement and scales amiya 26 th march 2012

Más contenido relacionado

Similar a Attitude measurement and scales amiya 26 th march 2012

Chapter-13-14.pdf
Chapter-13-14.pdfChapter-13-14.pdf
Chapter-13-14.pdfayushi1306
 
T4 measurement and scaling
T4 measurement and scalingT4 measurement and scaling
T4 measurement and scalingkompellark
 
Research Methodology: Questionnaire, Sampling, Data Preparation
Research Methodology: Questionnaire, Sampling, Data PreparationResearch Methodology: Questionnaire, Sampling, Data Preparation
Research Methodology: Questionnaire, Sampling, Data Preparationamitsethi21985
 
Measurement & Scales.pptx
Measurement & Scales.pptxMeasurement & Scales.pptx
Measurement & Scales.pptxdrcharlydaniel
 
Understanding the Scaling in Research
Understanding the Scaling in ResearchUnderstanding the Scaling in Research
Understanding the Scaling in ResearchDrShalooSaini
 
Mesurement and Scaling.pptx
Mesurement and Scaling.pptxMesurement and Scaling.pptx
Mesurement and Scaling.pptxCHIPPYFRANCIS
 
Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01Surabhi Prajapati
 
PAD 503 Module 1 Slides.pptx
PAD 503 Module 1 Slides.pptxPAD 503 Module 1 Slides.pptx
PAD 503 Module 1 Slides.pptxNathanielWright9
 
measurement and scaling techniques
measurement and scaling techniques measurement and scaling techniques
measurement and scaling techniques Akanksha Gupta
 
Measurement and Scales in Research Methodology
Measurement and Scales in Research MethodologyMeasurement and Scales in Research Methodology
Measurement and Scales in Research MethodologyDevashish Pawar
 
Measurement & scaling ,Research methodology
    Measurement & scaling ,Research methodology    Measurement & scaling ,Research methodology
Measurement & scaling ,Research methodologySONA SEBASTIAN
 

Similar a Attitude measurement and scales amiya 26 th march 2012 (20)

SCALES.pptx
SCALES.pptxSCALES.pptx
SCALES.pptx
 
Chapter-13-14.pdf
Chapter-13-14.pdfChapter-13-14.pdf
Chapter-13-14.pdf
 
T4 measurement and scaling
T4 measurement and scalingT4 measurement and scaling
T4 measurement and scaling
 
Research Methodology: Questionnaire, Sampling, Data Preparation
Research Methodology: Questionnaire, Sampling, Data PreparationResearch Methodology: Questionnaire, Sampling, Data Preparation
Research Methodology: Questionnaire, Sampling, Data Preparation
 
Measurement & Scales.pptx
Measurement & Scales.pptxMeasurement & Scales.pptx
Measurement & Scales.pptx
 
Understanding the Scaling in Research
Understanding the Scaling in ResearchUnderstanding the Scaling in Research
Understanding the Scaling in Research
 
Mesurement and Scaling.pptx
Mesurement and Scaling.pptxMesurement and Scaling.pptx
Mesurement and Scaling.pptx
 
Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01
 
PAD 503 Module 1 Slides.pptx
PAD 503 Module 1 Slides.pptxPAD 503 Module 1 Slides.pptx
PAD 503 Module 1 Slides.pptx
 
measurement and scaling techniques
measurement and scaling techniques measurement and scaling techniques
measurement and scaling techniques
 
Scaling Techniques
Scaling TechniquesScaling Techniques
Scaling Techniques
 
Measure & scaling
Measure & scaling Measure & scaling
Measure & scaling
 
Measurement scaling
Measurement   scalingMeasurement   scaling
Measurement scaling
 
Unit 3.pptx
Unit 3.pptxUnit 3.pptx
Unit 3.pptx
 
Measurement & Scaling
Measurement & ScalingMeasurement & Scaling
Measurement & Scaling
 
Brm chp07
Brm chp07Brm chp07
Brm chp07
 
BRM Unit II
BRM Unit IIBRM Unit II
BRM Unit II
 
Measurement and Scales in Research Methodology
Measurement and Scales in Research MethodologyMeasurement and Scales in Research Methodology
Measurement and Scales in Research Methodology
 
Measurementand scaling-10
Measurementand scaling-10Measurementand scaling-10
Measurementand scaling-10
 
Measurement & scaling ,Research methodology
    Measurement & scaling ,Research methodology    Measurement & scaling ,Research methodology
Measurement & scaling ,Research methodology
 

Más de Amiya Sahoo

Finance club Case Study
Finance club Case StudyFinance club Case Study
Finance club Case StudyAmiya Sahoo
 
Reliance digital in brief by Amiya
Reliance digital in brief by AmiyaReliance digital in brief by Amiya
Reliance digital in brief by AmiyaAmiya Sahoo
 
Customer relationship Management o
Customer relationship Management oCustomer relationship Management o
Customer relationship Management oAmiya Sahoo
 
Attitude measurement and scales amiya 26 th march 2012
Attitude measurement and scales amiya 26 th march 2012Attitude measurement and scales amiya 26 th march 2012
Attitude measurement and scales amiya 26 th march 2012Amiya Sahoo
 
Sachin tendulkar biography
Sachin tendulkar biographySachin tendulkar biography
Sachin tendulkar biographyAmiya Sahoo
 
English janlokpal
English janlokpalEnglish janlokpal
English janlokpalAmiya Sahoo
 

Más de Amiya Sahoo (12)

Finance club Case Study
Finance club Case StudyFinance club Case Study
Finance club Case Study
 
Reliance digital in brief by Amiya
Reliance digital in brief by AmiyaReliance digital in brief by Amiya
Reliance digital in brief by Amiya
 
Asianpaintppt
AsianpaintpptAsianpaintppt
Asianpaintppt
 
Customer relationship Management o
Customer relationship Management oCustomer relationship Management o
Customer relationship Management o
 
Attitude measurement and scales amiya 26 th march 2012
Attitude measurement and scales amiya 26 th march 2012Attitude measurement and scales amiya 26 th march 2012
Attitude measurement and scales amiya 26 th march 2012
 
Sachin tendulkar biography
Sachin tendulkar biographySachin tendulkar biography
Sachin tendulkar biography
 
Finance club
Finance clubFinance club
Finance club
 
RBI
RBIRBI
RBI
 
English janlokpal
English janlokpalEnglish janlokpal
English janlokpal
 
Chevrolet ppt
Chevrolet pptChevrolet ppt
Chevrolet ppt
 
Cost control
Cost controlCost control
Cost control
 
Bhel ppt
Bhel pptBhel ppt
Bhel ppt
 

Último

Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1kcpayne
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageMatteo Carbone
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...allensay1
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876dlhescort
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756dollysharma2066
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noidadlhescort
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...amitlee9823
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayNZSG
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 

Último (20)

Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
 
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service NoidaCall Girls In Noida 959961⊹3876 Independent Escort Service Noida
Call Girls In Noida 959961⊹3876 Independent Escort Service Noida
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
 
Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
 

Attitude measurement and scales amiya 26 th march 2012

  • 1. Attitude Measurement and Scales PRESENTED BY Amiya Kumar Sahoo 1ST Year PGDM student Innovation-The Business School Muktapur,Khurdha
  • 2. Attitude • Attitude may be defined as "Degree of positive or negative affect associated with some psychological object”.
  • 3. Attitudes Attitudes Cognitive component A Person’s belief or information Evaluative about the object statements or judgments Affective Component concerning The emotional or feeling about the objects, people, product such as like or dislike, good or or events. bad Behavioral Component An intention to behave in a certain way toward someone or something.
  • 4. Measurement Assignment of numbers to objects or persons to represent quantities of their attributes The assignment of number is done according to some rules The attribute of person would include his income,preference,religion,social class,attidues etc Attributes of product would be speed,size,price,flavoour,quantity etc.
  • 5. Scale The ratio between the size of something and a representation of it A measuring instrument for weighing; shows amount of mass A topic which can create a great deal of confusion in social and educational research is that of types of scales used in measuring behaviour
  • 6. Attitude Measurement and Scales  The study and measurement of attitude is important  It is assumed that there is a relationship between attitude and behavior  For marketing decision the attitude behavior relationship helps to study customer thinking and like and dislikeness.  And with the help of this he predicts the future. Action/ Attitude Behavior
  • 7. Types of scales used in measurement Scales used for Market research have been divided in to 4 parts They are 1. Nominal Scales 2. Ordinal scale 3. Interval scale 4. Ratio scale
  • 8. Nominal Scale  Numbers are used to label persons, events or objects  It is the least powerful level of measurement  It shows difference between things assigning them in to categories  It is the counted data  Statistics used-Mode,Contigency of co-efficient
  • 9. Examples of nominal scale Players in a football team Colors of traffic light Gender (female= 1; male = 2) Sales Zone A = Islamabad, Sales Zone B = Rawalpindi Drink A = Pepsi Cola, Drink B = 7-Up, Drink C = Miranda
  • 10. Ordinal Scale  An ordinal scale is one that arranges objects or alternatives according to their magnitude  Objects are ranked in order with regard to some common variable.  It tells us whether an event has more or less of characteristics than others.  Numbers indicate the relative position of objects but not the magnitude of difference  Statistics Used-Median,Percentile,Rank order co- relation
  • 11. Examples Career Opportunities = Moderate, Good, Excellent Investment Climate = Bad, inadequate, fair, good, very good Merit = A grade, B grade, C grade, D grade MONTHLY INCOME(RS) NO OF CONSUMERS Less than 5000 20 5001-8000 30 8001-11000 25 11001-13000 20 13001 and above 12 Total 107
  • 12. Interval Scale  More powerful than ordinal and nominal scale  Object is measured on a continuum  Arbitrary zero point  Differences between objects can be compared  Interval scales allow comparisons of the differences of magnitude (e.g. of attitudes) but do not allow determinations of the actual strength of the magnitude Statistics Used- Mean, Standard Deviation, Average Deviation, Product moment Co-relation,T-test,F-TEST
  • 14. Ratio Scale  Most powerful measurement  It have an absolute or true zero measurement  Interval scale with fixed zero point  Possible to say how may times greater or smaller one object is than another.  Comparison of absolute magnitudes is possible  Statistics used- Geometric mean, Harmonic mean, Coefficient of variations
  • 15. Examples Income Distance travelled from home to workplace Height,weight,density Market Share(1million in 2002and 1.5 million in 2003)