Publications

April 2024
Article

Detecting Routines: Applications to Ridesharing CRM

By: Ryan Dew, Eva Ascarza, Oded Netzer and Nachum Sicherman

Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines—which we define as repeated behaviors with recurring, temporal... View Details

Keywords: Ride-sharing; Routine; Machine Learning; Customer Relationship Management; Consumer Behavior; Segmentation

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2022
Working Paper

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh

As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details

Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations

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Research Summary

Overview

Grant uses a combination of laboratory and field experiments to harness consumers' cognitive and affective resources to increase their well-being. Consumers make countless daily decisions in the pursuit of happiness -- whether and how to spend or save their money, what... View Details

Keywords: Well-being; Judgment And Decision Making; Health; Prosocial Behavior

August 2018
Teaching Note

Magpie: Developing and Using Buyer Personas

By: Frank V. Cespedes

Teaching Note for HBS No. 818-013. Magpie is a startup with a platform that allows publishers to natively tag the products discussed in their content and thus allows consumers to purchase those products without needing to leave that publisher’s web page. A key aspect... View Details

Keywords: Buying Process; Marketing; Sales; Distribution Channels; Segmentation; Entrepreneurship; Social Media; Consumer Products Industry; Consumer Products Industry; United States

The field of customer experience (CX) design — which aims to ensure that customers have positive touch points with companies while buying and consuming their products and services — has grown quickly in recent years. Research has shown that memorable experiences,... View Details

Research Summary

Overview

By: Jorge Tamayo

Professor Tamayo’s research focuses on theoretical modeling and structural estimation of firm decision-making and productivity.

Professor Tamayo studies dynamic competition for customer membership. Generally, firms that implement a membership model charge a... View Details

18 Sep 2012
News

The Architecture of Innovation: The Economics of Creative Organizations

13 Oct 2010
Working Paper Summaries

Employee Selection as a Control System

Keywords: by Dennis Campbell; Banking

April 2006 (Revised October 2006)
Case

Best Buy Co., Inc.: Customer-Centricity

By: Rajiv Lal, Carin-Isabel Knoop and Irina Tarsis

With FY2005 sales of $27.3 billion, Richfield, Minn.-based Best Buy Co., Inc. was the leading retailer of consumer electronics, home-office products, and related services in North America. Its operations included the distinct store formats Best Buy, Future Shop in... View Details

Keywords: Customer Focus and Relationships; Service Operations; Business Earnings; Financial Crisis; Failure; Business Model; Leadership; Segmentation; Value Creation; Electronics Industry; United States; Canada; Mongolia

05 Jul 2006
First Look

First Look: July 5, 2006

MaterialsAncora: A Private University in the Health Care of the Poor 306-088 Project Ancora signals the entry of the private sector into primary healthcare for Chile's poor. On a commercial basis, it seeks to deliver a more effective, efficient, and user-friendly... View Details

Keywords: Sean Silverthorne

March 2020
Case

Maven Clinic: Women's Health in the Digital Age

By: Ariel D. Stern and Sarah Mehta

In late 2017, Kate Ryder, the founder and CEO of digital women’s health telemedicine company Maven Clinic, faced an important decision. Maven offered both a direct to consumer (D2C) product that anyone could use to book virtual appointments with health practitioners... View Details

Keywords: Business Growth and Maturation; Business Model; Business Startups; Entrepreneurship; Health; Health Care and Treatment; Strategy; Information Technology; Applications and Software; Health Industry; Technology Industry; United States

2011
Working Paper

The Flexible Substitution Logit: Uncovering Category Expansion and Share Impacts of Marketing Instruments

By: Qiang Liu, Thomas J. Steenburgh and Sachin Gupta

Different instruments are relevant for different marketing objectives (category demand expansion or market share stealing). To help brand managers make informed marketing mix decisions, it is essential that marketing mix models appropriately measure the different... View Details

Keywords: Decision Choices and Conditions; Forecasting and Prediction; Investment; Brands and Branding; Marketing Strategy; Demand and Consumers; Mathematical Methods

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14 Nov 2016
Op-Ed

5 Lessons I Hope Marketers Don’t Learn from Donald Trump

dreams of consumers, because a brand that’s built on such appeals will find it hard to grow to be a source of pride. Apparently misogyny, xenophobia, and contempt for the disabled have worked as customer acquisition tools for soon-to-be President Trump. But will they... View Details

Keywords: by John A. Deighton

December 2012 (Revised August 2020)
Case

Rodan + Fields Dermatologists

By: Das Narayandas, Michael Roberts and Liz Kind

The case focuses on issues involved in managing the direct multilevel marketing sales consultants who sell R+F skin care products. The company is trying to better manage the inconsistent and highly variable recruitment behavior of the sales force i.e., the degree to... View Details

Keywords: Marketing; Salesforce Management; Recruitment; Compensation and Benefits; Consumer Products Industry; Consumer Products Industry; California

2008
Chapter

Where is the Pharmacy to the World? Pharmaceutical Industry Location and International Regulatory Variation

By: Arthur A. Daemmrich

A consumer-oriented model for drug development and use has attracted attention in recent years as an alternative to the much-maligned approach of mass-marketing blockbuster drugs. In a parallel development, patients and disease-based organizations have assumed greater... View Details

Keywords: Geographic Location; Governing Rules, Regulations, and Reforms; Health Testing and Trials; Demand and Consumers; Pharmaceutical Industry; European Union; Germany; United States