Team: D
Conjoint
analysis is a popular marketing research technique that marketers use to
determine what Features a new product should have and how it should be
priced. Conjoint analysis became popular
because it was a far less expensive and more flexible way to address these
issues than Concept testing. It is used to measure the perceived values of
specific product features, to learn how demand for a particular product or
service is related to price, and to forecast what the likely acceptance of a
product would be if brought to market. Rather than directly ask survey
respondents what they prefer in a product, or what attributes they find most
important, conjoint analysis employs the more realistic context of respondents
evaluating potential product profiles. Each profile includes multiple conjoined
product features (hence, conjoint analysis).
Later forms of conjoint analysis showed products in pairs as in
the example below:
Respondents
usually complete between 12 to 30 conjoint questions. The questions are
designed carefully, using experimental design principles of independence and
balance of the features. By independently varying the features that are shown
to the respondents and observing the responses to the product profiles, the
analyst can statistically deduce what product features are most desired and
which attributes have the most impact on choice. In contrast to simpler survey
research methods that directly ask respondents what they prefer or the
important of each attribute, these preferences are derived from these
relatively realistic tradeoffs situations.
Conjoint analysis
questionnaires ask respondents to evaluate realistic product profiles
(described by multiple features) and to choose which they would buy. Such
surveys are more realistic than traditional questionnaires that simply ask
respondents which features they prefer or regarding the generic importance of
attributes.
Common business applications
include:
- Designing new products
- Re-designing existing products
- Product line extension research
- Estimating brand equity
- Measuring price sensitivity (elasticity)
- Optimizing employee compensation packages and workplace conditions
- Branding and packaging.
Conjoint
analysis must currently be run using syntax. Unlike most procedures in SPSS for
Windows, conjoint analysis requires the user to invoke two files:
1.Plan File:The plan file contains the combinations that will be presented to the participants.
2. Data File:The data file contains the participants' responses.
The syntax includes the full location of the plan file, but uses an asterisk to alert SPSS to use the file in the data editor as the data file.
1.Plan File:The plan file contains the combinations that will be presented to the participants.
2. Data File:The data file contains the participants' responses.
The syntax includes the full location of the plan file, but uses an asterisk to alert SPSS to use the file in the data editor as the data file.
STEPS:-
Step 1: Generating the Plan file:
Open SPSS ->Data > Orthogonal Design-> Generate
Define factors :
Step 2:Data -> Orthogonal Design->Display
This will give you profiles (Multiple combination of factors).Go to your subject and find out their ranking for the given profiles.
Step 3: Generate the data file
The file is generated on basis of ranking provided to different preferences.
Step 4:Run a conjoint Analysis: CONJOINT PLAN='C:\Documents and Settings\Administrator\Desktop\VXLPLAN.SAV'
/DATA=*
/SUBJECT=ID
/FACTORS=LAPTOP_CARRY INT_CONNECT_VIDEO_DEMAND
VIDEO_CONF_VOIP PRICE_PREMIUM
/RANK=PREF1 TO PREF9
/UTILITY='C:\Documents and Settings\Administrator\Desktop\OUTPUT.SAV'
/PLOT=SUMMARY
/PRINT=SUMMARYONLY.
Step 5: Analyse the output
Open SPSS ->Data > Orthogonal Design-> Generate
Define factors :
Step 2:Data -> Orthogonal Design->Display
This will give you profiles (Multiple combination of factors).Go to your subject and find out their ranking for the given profiles.
Step 3: Generate the data file
The file is generated on basis of ranking provided to different preferences.
Step 4:Run a conjoint Analysis: CONJOINT PLAN='C:\Documents and Settings\Administrator\Desktop\VXLPLAN.SAV'
/DATA=*
/SUBJECT=ID
/FACTORS=LAPTOP_CARRY INT_CONNECT_VIDEO_DEMAND
VIDEO_CONF_VOIP PRICE_PREMIUM
/RANK=PREF1 TO PREF9
/UTILITY='C:\Documents and Settings\Administrator\Desktop\OUTPUT.SAV'
/PLOT=SUMMARY
/PRINT=SUMMARYONLY.
Step 5: Analyse the output
Author: VINOD JOSHI
No comments:
Post a Comment