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13 Cards in this Set
- Front
- Back
Uses of Data Mining
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Sophisticated analysis techniques to take advantage of the massive amount of transaction information now available. Customer Acquisition, Customer retention and loyalty, customer abandonment, & market basket analysis
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Customer Acquisition
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Many firms include demographic and other information about customers in their database. (ex. through membership and customer information, store is able to track customer response through purchase items)
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Customer Retention and Loyalty
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The firm identifies big-spending customers and then targets them for special offers and inducements other customers won't receive. (keep most profitable customers coming back)
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Customer Abandonment
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firm wants customers to take their business elsewhere because servicing them costs the firm too much.
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Market Basket Analysis
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develops focused promotional strategies based on the records of which customers have bough certain products.
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Marketing Research Process
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Define the Research Problem, Determine the Research Design, Choose the Method to collect Primary Data, Design the Sample, Collect the Data, Analyze and Interpret the Data, Prepare the Research Report.
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Define the Research Problem
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-Specify the research objectives
-Identify the consumer population of interest -Place the problem in an environmental context |
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Determine the Research Design
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-Determine whether secondary data are available
-Determine whether primary data are required *Exploratory research *Descriptive research *Casual research |
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Choose the Method to Collect Primary Data
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-Determining which survey methods are most appropriate (Mail questionnaires, telephone Interviews, Face-to-face interviews, Online questionnaire )s
-Determine which observational methods are most appropriate (personal, unobtrusive measures, mechanical) |
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Design the Sample
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Choose between probability samplng and nonprobability sampling
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collect the data
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-translate questionnaires and responses if necessary
-combine data from multiple sources (if available) |
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Analyze and Interpret Data
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-Tabulate and cross-tabulate the data
-Interpret or draw conclusions from the results |
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Prepare the Research Report
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-In general, the research report includes the following: an executive summary, a description of the research methods, a discussion of the results of the study, limitation of the study, and conclusions and recommendations)
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