Marketing Database Analyticspresents a step-by-step process for understanding and interpreting data in order to gain insights to drive business decisions. One of the core elements of measuring marketing effectiveness is through the collection of appropriate data, but this data is nothing but numbers unless it is analyzed meaningfully.
Focusing specifically on quantitative marketing metrics, the book:
- Covers the full spectrum of marketing analytics, from the initial data setup and exploration, to segmentation, behavioral predictions and impact quantification
- Establishes the importance of database analytics, integrating both business and marketing practice
- Provides a theoretical framework that explains the concepts and delivers techniques for analyzing data
- Includes cases and exercises to guide students learning
Banasiewicz integrates his knowledge from both his academic training and professional experience, providing a thorough, comprehensive approach that will serve graduate students of marketing research and analytics well.
1. The Informational Advantage 2. The Marketing Database Analytics Process
Part I: Need Identification 3. Organizational Objectives and Informational Needs 4. Skills and Tools
Part II: Knowledge Creation 5. Analytic Planning 6. Data Basics 7. Analytic File Creation 8. Exploratory Data Analyses 9. Segmentation 10. Behavioral Predictions 11. Action-attributable Incrementality 12. Database Scoring 13. From Findings to Knowledge
Part III: Dissemination 14. Organizational Knowledge Sharing 15. In ClosingAndrew Banasiewicz is a lecturer at the School of Management at Boston Universils