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Conjoint
Analysis




                  By:

            Neha Arya

          Anmol Sahni

         Neha Kasturia

        Radhika Gupta

        Chinmay Jagga

        Shivi Aggarwal

       Mayank Sharma

      Dhruval Dholakia

    Mudita Maheshwari

    Madhusudan Partani
•

   •


   •


   •


   •




Group 4- 18A   Page 2
Utility value for each level of
                     Weight
               50

    40
                        35

                                 25

                                            15




   40g        80g      120g     160g       200g




Group 4- 18A                                      Page 3
Relative importance of attributes
      45%

                   35%


                                  20%




     Weight        Price        Battery




Group 4- 18A                              Page 4
–

          –

          –




   •


   •




Group 4- 18A   Page 5
Group 4- 18A   Page 6
Group 4- 18A   Page 7
Group 4- 18A   Page 8
Group 4- 18A   Page 9
Group 4- 18A   Page 10
Group 4- 18A   Page 11
Group 4- 18A   Page 12
Group 4- 18A   Page 13
Brand Name        KX 19
                     Price          $ 1.39
                    Form           Powder
               Colour brightener     Yes




Group 4- 18A                                 Page 14
Level 1:   Level 2:   Level 3:   Level 4:
                                 $ 1.19     $ 1.39     $ 1.49     $ 1.69
           Level 1: Generic        1          5          9         13

           Level 2: KX – 19        2          6         10         14

           Level 3: Clean-All      3          7         11         15

           Level 4: Tidy-Up        4          8         12         16




Group 4- 18A                                                                Page 15
Brand Name       KX - 19             Generic
                     Price          $ 1.19       Vs.    $ 1.49
                     Form           Powder              Liquid




         No of Factors   No of Levels                      No of Profiles
               4                2             2*2*2*2             16
               4                3             3*3*3*3             81
               4                4             4*4*4*4            256




Group 4- 18A                                                                Page 16
Group 4- 18A   Page 17
Group 4- 18A   Page 18
Evaluating model goodness of fit




Group 4- 18A                       Page 19
Group 4- 18A   Page 20
Group 4- 18A   Page 21
Group 4- 18A   Page 22
Variable




Group 4- 18A   Page 23
CONJOINT PLAN='C:Program FilesSPSScarpet_plan.sav'
/DATA='C:Program FilesSPSScarpet_prefs.sav'
/SEQUENCE=PREF1 TO PREF22
/SUBJECT=ID
/FACTORS=PACKAGE BRAND (DISCRETE)
PRICE (LINEAR LESS)
SEAL (LINEAR MORE) MONEY (LINEAR MORE)
/PRINT=SUMMARYONLY




Group 4- 18A                                            Page 24
Factor   Model Levels Label
PACKAGE   d      3     Package Design
BRAND     d      3     Brand name
PRICE     l<     3     Price
SEAL      l>     2     House keeping
MONEY     l>     2     Money Back guarantee
(Models: d=discrete, l=linear, i=ideal, ai=antiideal, <=less,
>=more)

All the factors are orthogonal.




SUBFILE SUMMARY

 Averaged
Importance    Utility        Factor

                            PACKAGE    Package Design
 26.79          .3333                      A
             -.5500            -         B
               .2167                       C
                            BRAND      Brand name
  24.35       -.6000            -          K2R
              .8667               -      Glory
              -.2667                      Bissels
                            PRICE      Price
     15.02    -1.3883          --         $1.19
             -1.6217          --         $1.39
              -1.8550         ---         $1.59
              B = -1.1667
                            SEAL       House keeping
     16.99     -.9250              -      no
             -1.8500         ---         Yes
              B = -.9250
                            MONEY      Money Back gurantee
     16.85    -1.3500          --         No
             -2.7000        ----         YEs
              B = -1.3500
14.1550           CONSTANT

Pearson's R     =   .476                   Significance =   .0228

Kendall's tau =     .223                   Significance =   .0987
Kendall's tau =     .667 for 4 holdouts    Significance =   .0871




SUBFILE SUMMARY

Reversal Summary:

    8 subjects had      2 reversals
    2 subjects had      1 reversals

Reversals by factor:

  MONEY         6
  SEAL          6
  PRICE         6
  BRAND         0
  PACKAGE       0

Reversal index:

  Page   Reversals         Subject
  17        2               1
  17        1               2
  17        2               3
  17        2               4
  17        1               5
  17        2               6
  17        2               7
  17        2               8
  17        2               9
  17        2              10
Conjoint Analysis- Multivariate Analysis
Conjoint Analysis- Multivariate Analysis

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Conjoint Analysis- Multivariate Analysis

  • 1. Conjoint Analysis By: Neha Arya Anmol Sahni Neha Kasturia Radhika Gupta Chinmay Jagga Shivi Aggarwal Mayank Sharma Dhruval Dholakia Mudita Maheshwari Madhusudan Partani
  • 2. • • • • Group 4- 18A Page 2
  • 3. Utility value for each level of Weight 50 40 35 25 15 40g 80g 120g 160g 200g Group 4- 18A Page 3
  • 4. Relative importance of attributes 45% 35% 20% Weight Price Battery Group 4- 18A Page 4
  • 5. – – • • Group 4- 18A Page 5
  • 6. Group 4- 18A Page 6
  • 7. Group 4- 18A Page 7
  • 8. Group 4- 18A Page 8
  • 9. Group 4- 18A Page 9
  • 10. Group 4- 18A Page 10
  • 11. Group 4- 18A Page 11
  • 12. Group 4- 18A Page 12
  • 13. Group 4- 18A Page 13
  • 14. Brand Name KX 19 Price $ 1.39 Form Powder Colour brightener Yes Group 4- 18A Page 14
  • 15. Level 1: Level 2: Level 3: Level 4: $ 1.19 $ 1.39 $ 1.49 $ 1.69 Level 1: Generic 1 5 9 13 Level 2: KX – 19 2 6 10 14 Level 3: Clean-All 3 7 11 15 Level 4: Tidy-Up 4 8 12 16 Group 4- 18A Page 15
  • 16. Brand Name KX - 19 Generic Price $ 1.19 Vs. $ 1.49 Form Powder Liquid No of Factors No of Levels No of Profiles 4 2 2*2*2*2 16 4 3 3*3*3*3 81 4 4 4*4*4*4 256 Group 4- 18A Page 16
  • 17. Group 4- 18A Page 17
  • 18. Group 4- 18A Page 18
  • 19. Evaluating model goodness of fit Group 4- 18A Page 19
  • 20. Group 4- 18A Page 20
  • 21. Group 4- 18A Page 21
  • 22. Group 4- 18A Page 22
  • 24. CONJOINT PLAN='C:Program FilesSPSScarpet_plan.sav' /DATA='C:Program FilesSPSScarpet_prefs.sav' /SEQUENCE=PREF1 TO PREF22 /SUBJECT=ID /FACTORS=PACKAGE BRAND (DISCRETE) PRICE (LINEAR LESS) SEAL (LINEAR MORE) MONEY (LINEAR MORE) /PRINT=SUMMARYONLY Group 4- 18A Page 24
  • 25. Factor Model Levels Label PACKAGE d 3 Package Design BRAND d 3 Brand name PRICE l< 3 Price SEAL l> 2 House keeping MONEY l> 2 Money Back guarantee (Models: d=discrete, l=linear, i=ideal, ai=antiideal, <=less, >=more) All the factors are orthogonal. SUBFILE SUMMARY Averaged Importance Utility Factor PACKAGE Package Design 26.79 .3333 A -.5500 - B .2167 C BRAND Brand name 24.35 -.6000 - K2R .8667 - Glory -.2667 Bissels PRICE Price 15.02 -1.3883 -- $1.19 -1.6217 -- $1.39 -1.8550 --- $1.59 B = -1.1667 SEAL House keeping 16.99 -.9250 - no -1.8500 --- Yes B = -.9250 MONEY Money Back gurantee 16.85 -1.3500 -- No -2.7000 ---- YEs B = -1.3500
  • 26. 14.1550 CONSTANT Pearson's R = .476 Significance = .0228 Kendall's tau = .223 Significance = .0987 Kendall's tau = .667 for 4 holdouts Significance = .0871 SUBFILE SUMMARY Reversal Summary: 8 subjects had 2 reversals 2 subjects had 1 reversals Reversals by factor: MONEY 6 SEAL 6 PRICE 6 BRAND 0 PACKAGE 0 Reversal index: Page Reversals Subject 17 2 1 17 1 2 17 2 3 17 2 4 17 1 5 17 2 6 17 2 7 17 2 8 17 2 9 17 2 10