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2021
Working Paper

CRM and AI in Time of Crisis

By: Michelle Y. Lu and Navid Mojir

A crisis can affect the incentives of various players within a firm’s multi-layered sales and marketing organization (e.g., headquarters and branches of a bank). Such shifts can result in sales decisions against the firm’s best interests. Motivated by the backlash to... View Details

Keywords: CRM; Artificial Intelligence; AI; B2B Marketing; Decision Authority; Crisis Marketing; Intra-organizational Conflict; COVID-19 Pandemic; Customer Relationship Management; Technological Innovation; Decision Making; Strategy; Health Pandemics; Crisis Management; AI and Machine Learning

April 2021
Case

Codecademy: Where to Next?

By: Jeffrey F. Rayport, Max Mailman and Sarah Ascherman

In March 2020, Zach Sims, co-founder and CEO of online education platform Codecademy, prepared for a meeting with his Chief of Staff Kunal Ahuja to discuss the company’s goals. Codecademy billed itself as the largest online resource for computer science literacy and... View Details

Keywords: Monetization Strategy; Business Model; Change Management; Venture Capital; Leading Change; Growth and Development Strategy; Growth Management; Management Teams; Marketing Channels; Product Marketing; Network Effects; Product Development; Organizational Change and Adaptation; Strategic Planning; Internet and the Web; Digital Platforms; United States

April 2021
Article

A Model of Multi-Pass Search: Price Search Across Stores and Time

By: Navid Mojir and K. Sudhir

In retail settings with price promotions, consumers often search across stores and time. However, the search literature typically only models one pass search across stores, ignoring revisits to stores; the choice literature using scanner data has modeled search across... View Details

Keywords: Consumer Search; Multi-pass Search; Price Search; Store Search; Spatial Search; Temporal Search; Spatiotemporal Search; Dynamic Structural Models; MPEC; Price Promotions; Store Loyalty; Consumer Behavior; Price; Spending; Marketing; Mathematical Methods

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February 2018
Article

Retention Futility: Targeting High-Risk Customers Might Be Ineffective.

By: Eva Ascarza

Companies in a variety of sectors are increasingly managing customer churn proactively, generally by detecting customers at the highest risk of churning and targeting retention efforts towards them. While there is a vast literature on developing churn prediction models... View Details

Keywords: Retention/churn; Proactive Churn Management; Field Experiments; Heterogeneous Treatment Effect; Machine Learning; Customer Relationship Management; Risk Management

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March 2018
Article

In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions

By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift

In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details

Keywords: Customer Retention; Churn; Customer Relationship Management; Measurement and Metrics

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Spring 2016
Article

Net Neutrality: A Fast Lane to Understanding the Tradeoffs

By: Shane Greenstein, Martin Peitz and Tommaso Valletti

The last decade has seen a strident public debate about the principle of "net neutrality." The economic literature has focused on two definitions of net neutrality. The most basic definition of net neutrality is to prohibit payments from content providers to internet... View Details

Keywords: Internet and the Web; Policy

August 2006
Case

Dreyer's Slow Churned(TM) Ice Cream

By: Noel H. Watson, Steven C. Wheelwright and Brian DeLacey

Examines capacity forecasting and planning in a complex new product introduction scenario. The introduction at Dreyer's, a large dairy snack manufacturer, involves not only a new product but a new manufacturing process and product package, thus implying a significant... View Details

Keywords: Advertising; Forecasting and Prediction; Growth and Development Strategy; Brands and Branding; Product Launch; Product Development; Planning; Food and Beverage Industry; United States

26 Feb 2019
First Look

New Research and Ideas, February 26, 2019

forthcoming Management Science Frenemies in Platform Markets: Heterogeneous Profit Foci as Drivers of Compatibility Decisions By: Adner, Ron, Jianqing Chen, and Feng Zhu Abstract— We study compatibility decisions of two competing platform owners that generate profits... View Details

Keywords: Dina Gerdeman

12 Feb 2013
First Look

First Look: Feb. 12

PublicationsOne-Switch Conditions for Multiattribute Utility Functions Authors:Abbas, Ali E., and David E. Bell Publication:Operations Research Abstract We introduce a variety of new independence conditions for multiattribute utility functions that permit preference... View Details

Keywords: Sean Silverthorne

January 2024 (Revised June 2024)
Case

School of Rock: Tuning into Structured Empowerment (A)

By: Tatiana Sandino, Jeffrey Rayport, Samuel Grad and Stacy Straaberg

In summer 2021, School of Rock was a youth-oriented music education company with 291 franchise- and company-owned schools globally. Before CEO Rob Price’s hire in 2017, School of Rock’s nonconformist rock ‘n’ roll culture led to variability in teaching styles,... View Details

September 2019 (Revised June 2020)
Case

2U: Higher Education Rewired

By: Yael Grushka-Cockayne and Karim R. Lakhani

In its 2019 Partner Symposium, 2U, an online program management provider (OPM), showcased its new vision: “Career. Curriculum. Continuum. A construct for lifelong learning in the 21st century.” 2U, founded in 2008 and went public in 2014, was looking to expand beyond... View Details

Keywords: Digital Innovation; Architectural Innovation; Make V. Buy; Learning; Higher Education; Internet and the Web; Innovation Strategy; Transformation; Digital Transformation

July 2016 (Revised January 2017)
Case

Banking on Change: Aligning Culture and Compensation at Morgan Stanley

By: Malcolm S. Salter

This case study was prepared as part of a research project on Culture, Conduct, and Governance in Financial Firms. The objective of this project is to compare and contrast the efforts of U.S. and European banks to induce changes in organization culture in the aftermath... View Details

Keywords: Business or Company Management; Corporate Accountability; Ethics; Organizational Culture; Corporate Governance; Banks and Banking; United States; Europe

July 2025
Article

Reputation Burning: Analyzing the Impact of Brand Sponsorship on Social Influencers

By: Mengjie Cheng and Shunyuan Zhang

The growth of the influencer marketing industry warrants an empirical examination of the effect of posting sponsored videos on influencers' reputations. We collected a novel dataset of user-generated YouTube videos created by prominent English-speaking influencers in... View Details

Keywords: Reputation; Mathematical Methods; Marketing Reference Programs; Social Media; Brands and Branding

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14 Jan 2009
Working Paper Summaries

Smart Money: The Effect of Education, Cognitive Ability, and Financial Literacy on Financial Market Participation

Keywords: by Shawn Cole & Gauri Kartini Shastry; Education; Financial Services

Teaching Interest

Overview

By: Nancy F. Koehn

My teaching and research focus on crisis leadership and how men and women use crises to make themselves better leaders. I currently teach a module in the Advanced Management Program and an HBS Online LIVE course on Courageous Leadership. The purpose of each course is... View Details

Keywords: History Of Leadership; Effective Leadership In Turbulent Times; Crisis Management; Change Management; Entrepreneurship; History; Media and Broadcasting Industry; Advertising Industry; United States; Europe

September 2022 (Revised June 2025)
Case

York Capital CLOs and WorldStrides International

By: Victoria Ivashina and William Vrattos

The case follows the debt restructuring of WorldStrides International, a travel program provider in the education market, after the onset of COVID-19. The pandemic severely impacted the travel industry, creating challenges for many companies like WorldStrides, which... View Details

Keywords: COVID-19 Pandemic; Debt Restructuring; CLO; Compliance; Debt Securities; Financing and Loans; Decision Making; Travel Industry; Education Industry

2017
Book

Global Marketing Management: A Casebook

By: John A. Quelch

During the last quarter century, international business was shaken by a revolution in global competition unlike any previously experienced. As companies move through the twenty-first century, they need to be aware of the range of powerful, dynamic, and often... View Details

Keywords: Marketing; Management; Globalization; Competitive Strategy

April 2012 (Revised August 2013)
Case

General Motors Technical Center India – Powertrain Engineering

By: Willy Shih, William Jurist, Brian McIntosh and Helen Wang

Prabjot Nanua was proud of the growing capabilities of the General Motors Technical Center India Powertrain Engineering group that he oversaw. Since 2003, engineers there had expanded the center's capabilities, developing a reputation within GM for completing... View Details

Keywords: Decision Choices and Conditions; Business Headquarters; Research and Development; Business Strategy; Manufacturing Industry; Auto Industry; India

2003
Case

Lakhdar Brahimi / Negotiating a New Government for Afghanistan

By: James K. Sebenius and Kristin Schneeman

Part of the PON Great Negotiator Case Study Series, this factual case study examines former UN Special Envoy Lakhdar Brahimi's involvement in negotiating an interim Afghani government after the fall of the Taliban in 2001. As a result of these efforts, Brahimi... View Details

Keywords: Contemporary History; Government and Politics; Agreements and Arrangements; Leadership Style; Cognition and Thinking; Conferences; Afghanistan

08 Mar 2022
Research & Ideas

Representation Matters: Building Case Studies That Empower Women Leaders

cases taught through the School’s four comprehensive leadership programs had a female protagonist. Among courses that focused on a specific topic, such as innovation or strategy, 19 percent of cases featured a female protagonist. What do... View Details

Keywords: by Colleen Ammerman and Boris Groysberg

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