The Most Sought After Attribute in a Car
Posted by Category: Analytics and Consulting, Business Analytics, Conjoint Analysis, Primary Research, Research.
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Relative Importance of Attribute of a Car
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Various attributes goes behind selecting a car for purchase. Even more of these attributes goes in a consumers mind before evaluating the supremacy of a car over another.
After good literature review, and discussion with experts, we came to the conclusion that the most sought after attributes for a car are:
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- Quality
- Price
- Image (Perception)
- Environmental Friendliness
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Although as such these attributes look to be “Soft-attributes”, but we went ahead, and made them “hard”, with further discussion with the experts, and cluster analysis.
The sub attributes for each of these attributes are:
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Quality
- Fuel Efficiency (Mileage)
- Speed (Top Speed and acceleration)
- Saftey (Saftey of life and against theft)
- Comfort
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Price
- High (Above INR 14 Lakhs)
- Medium (Between INR 7-14 Lakhs)
- Low (Below 7 Lakhs)
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Image (Perception)
- Elegant
- Convenient
- Sporty
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Environmental Friendliness
- Recycleability of Parts
- Reduced Particulate Emissions
- Availability of CNG Option
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On performing Conjoint analysis of these main attributes (20 attribute cards, 50 respondents, 15% margin of error), we found that level of importance of these attributes are as under (Kendall’s Tau 0.611 with sig 0.001, Pearson’s R 0.795 with sig 0.000):
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- Rank 1: Price
- Rank 2: Quality
- Rank 3: Image
- Rank 4: Environmental Friendliness
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