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  • September 2023
  • Supplement
  • HBS Case Collection

Design and Evaluation of Targeted Interventions

By: Eva Ascarza
  • Format:Electronic
  • | Language:English
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Abstract

Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting policies, through assessing individual reactions via A/B testing; and second, the strategic use of A/B tests to predict policy outcomes prior to their full-scale implementation. Complementing these insights, the note presents real-world data illustrations and essential coding guidance, furnishing readers with the hands-on skills needed to adeptly create and evaluate targeting policies.

Keywords

Marketing; Design; Business Strategy; Policy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry

Citation

Ascarza, Eva. "Design and Evaluation of Targeted Interventions." Harvard Business School Spreadsheet Supplement 524-703, September 2023.
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About The Author

Eva Ascarza

Marketing
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More from the Author
  • Tabby: Winning Customers' Digital Wallets By: Eva Ascarza
  • Unintended Consequences of Algorithmic Personalization By: Ayelet Israeli and Eva Ascarza
  • Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning By: Liangzong Ma, Ta-Wei Huang, Eva Ascarza and Ayelet Israeli
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