Publications

December 2017 (Revised January 2018)
Case

Alltech

By: David E. Bell and Natalie Kindred

Alltech was a Lexington, Kentucky–based producer of supplements for animal feed, with revenues of over $2 billion (projected to reach $3 billion in 2018), sales in 120 countries, 5,000 employees, and 100 manufacturing plants worldwide. For nearly four decades, Alltech... View Details

Research Summary

Overview

By: Rohit Deshpande

Customer Centricity Rohit Deshpandé's research program focuses on Customer-Centricity. A stream of projects examines the interaction between corporate and national culture as they influence the development and implementation of global marketing strategies in high... View Details

February 2025
Case

Blue Owl Financing of Ping Identity

By: Victoria Ivashina and Srimayi Mylavarapu

In the fall of 2022, Blue Owl Capital's investment committee evaluated a potential investment in the technology sector. The proposed transaction centered on Ping Identity Corporation (“Ping”), a fast-growing identity access management (IAM) software company that was... View Details

Keywords: Mergers and Acquisitions; Borrowing and Debt; Cash Flow; Investment; Privatization; Financial Services Industry; Technology Industry

Kash Rangan is the Malcolm P. McNair Professor of Marketing at the Harvard Business School. Formerly the chairman of the Marketing Department (1998-2002), he is now the co-chairman of the school's Social Enterprise Initiative. He has taught in a wide variety of MBA... View Details

Keywords: advertising; agribusiness; apparel; automobiles; computer; consumer products; e-commerce industry; high technology; industrial goods; marketing industry; pharmaceuticals

31 May 2023
Research & Ideas

With Predictive Analytics, Companies Can Tap the Ultimate Opportunity: Customers’ Routines

used that information to predict how often and when a customer may request a car as part of their routine. The model could drill into specific kinds of routines, too: The model identifies seven clusters of... View Details

Keywords: by Rachel Layne; Transportation

06 Mar 2017
Research & Ideas

Why Comparing Apples to Apples Online Leads To More Fruitful Sales

they are surprised by the effects of these decision settings. I think it is useful for online retailers to know that there can be benefits to showing same-category options on a specific product page.” Related Reading: Neuroeconomics:... View Details

Keywords: by Dina Gerdeman; Retail; Advertising

12 Jun 2006
Research & Ideas

The Promise of Channel Stewardship

end users would agree: Their distribution channels are outdated and unwieldy, serving neither customers nor channel partners as well as they should. In a few cases, distribution channels are streamlined and satisfying for all... View Details

Keywords: by V. Kasturi Rangan & Marie Bell; Consumer Products

21 Jul 2008
Research & Ideas

Solving the Marketing Resources Allocation Puzzle

several levels—across countries, across products, across marketing mix elements, across different vehicles within a marketing mix element (e.g., TV versus Internet for advertising). Each decision requires some specific considerations."... View Details

Keywords: by Sean Silverthorne

01 May 2025
HBS Seminar

Dan Iancu, Stanford Graduate School of Business

29 Oct 2000
Research & Ideas

Building a Powerful Prestige Brand

established, prestigious retailers. Breaking Into Department Stores How was this young, little-known company, without a large advertising budget, to break into specific prestigious stores and thereby use their appeal to help build its... View Details

Keywords: by Nancy F. Koehn; Beauty & Cosmetics; Consumer Products; Retail

July 2020
Case

Amanda and Kristen: Mented Cosmetics

By: Steven Rogers, Jeffrey J. Bussgang and Alterrell Mills

The co-founders (Black HBS alumnae) of an e-commerce beauty startup explore the unmet needs within the beauty industry. This case study examines the entrepreneurial opportunities that come from identifying an underserved market, specifically within the Black community... View Details

15 Apr 2013
Research & Ideas

Solving the Search vs. Display Advertising Quandary

The dirty little secret of advertising agencies is that much of their work is pure guesswork. Companies spread out their advertising budgets across channels—a little bit of TV, some print media, a few billboards—and wait for customers to... View Details

Keywords: by Michael Blanding; Advertising

10 Oct 2011
Research & Ideas

Retailing Revolution: Category Killers on the Brink

categories) becomes unproductive due to customers migrating to e-tailers. As entire sections of these stores die from online competition, category killers are being pressed to come up with solutions to keep their overall model afloat. The... View Details

Keywords: by Rajiv Lal & Jose B. Alvarez; Retail

September–October 2018
Article

Online MAP Enforcement: Evidence from a Quasi-Experiment

By: Ayelet Israeli

This paper investigates a manufacturer’s ability to influence compliance rates among its authorized online retailers by exploiting changes in the Minimum Advertised Price (MAP) policy and in dealer agreements. MAP is a pricing policy widely used by manufacturers to... View Details

Keywords: Pricing Policies; Pricing; Channel Management; Legal Aspects Of Business; Retail; Price; Policy; Governance Compliance; Distribution Channels; Management; Retail Industry

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October 2017 (Revised April 2018)
Case

Improving Worker Safety in the Era of Machine Learning (A)

By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson

Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details

Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States

2016
Chapter

Networks and the Macroeconomy: An Empirical Exploration

By: Daron Acemoglu, Ufuk Akcigit and William R. Kerr

The propagation of macroeconomic shocks through input-output and geographic networks can be a powerful driver of macroeconomic fluctuations. We first exposit that in the presence of Cobb-Douglas production functions and consumer preferences, there is a specific pattern... View Details

Keywords: Economic Fluctuations; Geographic Collocation; Input-output Linkages; Propagation; Shocks; Networks; Fluctuation; System Shocks; Macroeconomics

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Winter 2015
Article

When One Size Doesn't Fit All: Evolving Directions in the Research and Practice of Enterprise Risk Management

By: Anette Mikes and Robert S. Kaplan

Enterprise risk management (ERM) has become a crucial component of contemporary corporate governance reforms, with an abundance of principles, guidelines, and standards. This paper portrays ERM as an evolving discipline and presents empirical findings on its current... View Details

Keywords: Contingency Theory; Grounded Research; Risk Management; Customization and Personalization

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July 2021
Teaching Note

Digital Transformation 2.0: CEO Elie Girard at Atos

By: Tsedal Neeley

Teaching Note for HBS Case No. 421-024. Elie Girard has taken the helm as CEO of multinational IT giant Atos to lead the company into the next era of digital transformation. Noticing that customers’ digital needs were evolving to become even more specialized and global... View Details

Keywords: Restructuring; Leading Change; Mergers and Acquisitions; Environmental Sustainability; Organizational Change and Adaptation; Digital Transformation; Information Technology Industry

January 2021
Case

Digital Transformation 2.0: CEO Elie Girard at Atos

By: Tsedal Neeley and James Barnett

Elie Girard has taken the helm as CEO of Atos—multinational IT giant—to lead the company into the next era of digital transformation. Noticing that customers’ digital needs were evolving to become even more specialized and global in scope, he made a bold first step as... View Details

Keywords: Restructuring; Change; Leadership; Technology Industry