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Measurement & Scaling Techniques Presented By:- Angarika Acharekar (01) Priya Gate (10) Yeseul Jo (12) Pradnya Juvekar (13) Ruchira Koyande (17)

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Presentation on theme: "Measurement & Scaling Techniques Presented By:- Angarika Acharekar (01) Priya Gate (10) Yeseul Jo (12) Pradnya Juvekar (13) Ruchira Koyande (17)"— Presentation transcript:

1 Measurement & Scaling Techniques Presented By:- Angarika Acharekar (01) Priya Gate (10) Yeseul Jo (12) Pradnya Juvekar (13) Ruchira Koyande (17)

2 Content

3 Definition Measurement Assignment of numbers or other symbols to characteristics of objects according to certain pre specified rules Scaling Generation of continuum upon which measured objects are located.

4 Characteristics Description – Unique labels that are used to designate each value of the scale. All scales possess description.\ Order – The relative sizes or positions of the descriptors. Order is denoted by descriptors such as “greater than”, “less than”, and “equal to”.

5 Characteristics Distance – The characteristics of distance means that absolute differences between the scale descriptors are known and may be expressed in units. Origin – The origin characteristic means that the scale has unique or fixed beginning.

6 Primary scales of measurement Nominal scale – A scale whose number serve only labels to identify and classify the objects. – Example – What is your hair colour o Brown o Black o Blonde o Gray o other

7 Ordinal scale – A ranking scale in which number are assigned to objects to indicate the relative extent to which some characteristics is possessed. – Example – A fast food home delivery shop may wish to ask its customers – How would you rate the service of our staff 1.Excellent 2.very good 3.good 4.poor 5.worst

8 Interval scale – A scale in which numbers are used to rate objects.

9 Ratio scale – Ratio scale possesses all the properties of nominal, ordinal and interval scale and in addition an absolute zero point.

10 Scaling Techniques Comparative Scales Paired comparison Rank orderConstant SumQ-Sort Non- comparative scales Continuous rating scales Itemized rating scales Likert Semantic differential Stapel

11 Comparative Scaling Techniques 1.Paired comparison – A respondent is presented with two objects at the time and asked to select one object in the paired according to some criterion. – Date obtained are ordinal in nature.

12 example

13 2.Rank order scaling – Respondents are presented with several objects simultaneously and asked to order or rank them according to some criterion.

14 Brand Pepsi Coca-cola Sprite Thumpsup fanta Rank order

15 3.Constant sum scaling – Respondents are required to allocate a constant sum of unit such as points, dollars, chits, stickers, or chips among a set of stimulus objects with respect to some criterion.

16 Example Please allocate 100 points on how you spend your income 1.essentials 2.Education 3.Entertainment 4.Others

17 4.Q- Sort – It uses a rank order procedure to sort objects based on similarity with respect to some criterion.

18 Non comparative Continuous rating scale – Graphic rating scale – Respondents rate objects by placing a mark at the appropriate position on a line that runs from one extreme of the criterion variable to another.

19 Example

20 Itemized rating scale – A measurement scale having numbers or brief descriptions associated with each category. i.Likert ii.Semantic differential iii.Stapel

21 i.Likert – A measurement scale with five response categories ranging from “strongly disagree,” to “Strongly agree.”

22 Example

23 ii.Semantic differential – It is a seven points rating scale with endpoints associated with bipolar labels that have semantic meaning.

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25 iii.Stapel – A scale for measuring attitudes that consists of a single adjective in the middle of an even- numbered range of values from -5 to +5, without a neutral point.

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27 Scale decisions 1.Number of scale categories to use – Several factors should be taken into account in deciding on the number of categories.

28 2.Balanced versus Unbalanced scale – A scale with an equal number of favorable and unfavorable categories.

29 Balanced Scale How did you find the movie “NH-10” Extremely good Very good Good Bad Very bad Extremely bad Unbalanced Scale How did you find the movie “NH-10” Extremely good Very good Good Somewhat good Bad Very bad


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