Publications

Research Summary

Clinical Trials as a setting for Health Policy and Management Research

The clinical trial marketplace is in flux. A decade ago, pharmaceutical firms almost exclusively conducted the study of their novel drug compounds within major academic medical centers. But today, industry-sponsored clinical trials are increasingly using community... View Details

Research Summary

Overview

Professor MacKay combines theory and measurement to deliver new insights about price competition and consumer preferences. In current and published papers, his research addresses how strategic pricing decisions may be influenced by algorithms, long-term contracts,... View Details

Keywords: Price Effects; Competition Policy; Algorithms; Online Competition; Dynamic Pricing; Beliefs; Preferences; Preference Heterogeneity; Preference Measurement; Competition; Microeconomics; Strategy; Integration; Cooperation

Web

Online Leadership and Management Courses | HBS Online

foster innovation and manage change. Strategy Execution Organizational Leadership Leading Change and Organizational Renewal Building Influence for Impact: For impact-oriented... View Details

February 2021
Case

A Cultural Transformation at Southeastern Grocers

By: Suraj Srinivasan, Jonah S. Goldberg and Joseph A. Paul

When Anthony Hucker, the CEO of Southeastern Grocers (SEG), took over in that role in July 2017, the company was in dire financial and operational condition and was headed towards bankruptcy. SEG, the fifth largest grocery chain in the U.S. in early 2021, operated... View Details

Keywords: Business Transformation; Strategy Execution; Retail; Organizational Culture; Transformation; Growth and Development Strategy; Performance; Success; Food and Beverage Industry; Food and Beverage Industry; United States; Florida

Educators

15 Nov 2022
Op-Ed

Why TikTok Is Beating YouTube for Eyeball Time (It’s Not Just the Dance Videos)

users and also spreads its content by algorithm. YouTube mainstreamed user-generated content, which had a vibe so different from television that the measurement services did not count YouTube as TV. Although... View Details

Keywords: by John Deighton and Leora Kornfeld

October 2016
Article

Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

By: Alan MacCormack and Daniel J. Sturtevant

Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and... View Details

Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure

2015
Working Paper

Crowdsourced Digital Goods and Firm Productivity: Evidence from Open Source Software

By: Frank Nagle

As firms increasingly rely on crowdsourced digital goods, understanding their impact on productivity becomes critical. This study measures the firm-level productivity impact of one such good, non-pecuniary (free) open source software (OSS). The results show a... View Details

Keywords: Open Source Distribution; Performance Productivity; Software

SSRN

March 2010 (Revised February 2011)
Case

Cognizant 2.0: Embedding Community and Knowledge Into Work Processes

By: Robert G. Eccles and Thomas H. Davenport

Knowledge management has been a high priority for Cognizant Technology Solutions since its inception since its global delivery model requires the global sharing of knowledge. Its first major tool was called the Knowledge Management Appliance but as Web 2.0 tools came... View Details

Keywords: Knowledge Management; Knowledge Sharing; Knowledge Use and Leverage; Product Development; Service Delivery; Business Processes; Organizational Structure; Cooperation; Information Technology Industry

Educators

November–December 2014
Article

Accountable? The Problems and Solutions of Online Ad Optimization

By: Benjamin Edelman

Online advertising might seem to be the most measurable form of marketing ever invented. Comprehensive records can track who clicked what ad—and often who saw what ad—to compare those clicks with users' subsequent purchases. Ever-cheaper IT makes this tracking... View Details

Keywords: Online Advertising; Fraud; Optimization; Incentives; Digital Marketing; Contracts; Marketing Strategy; Organizational Design

Research Summary

Overview

By: Robert S. Kaplan

Kaplan introduced time-driven activity-based costing (TDABC) to provide the cost component in Michael Porter's Value Based Health Care framework of delivering superior patient outcomes at lower societal cost. TDABC is becoming the global standard for health care... View Details

January 2016
Teaching Note

Groom Energy Solutions: Selling Efficiency

By: Michael W. Toffel, Kira Fabrizio and Stephanie van Sice

This case examines a start-up service provider that helps clients improve the energy efficiency of their factories, warehouses, and commercial and office spaces by integrating and installing lighting, heating, and cooling technologies. The company seeks to double... View Details

Keywords: Energy Efficiency; Energy Efficiency Paradox; Environment; Environmental Strategy; Growth; Energy; Energy Conservation; Entrepreneurship; Environmental Sustainability; Energy Industry

2013
Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta

Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details

Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups

June 2025
Case

Khabar Lahariya

By: Ranjay Gulati and Kanika Jain

Founded and run entirely by women, Khabar Lahariya was a leading digital media portal, known for its uniquely feminist perspective and rural focus. It started in 2002 as a non-profit print publication, and by 2023, had evolved into a multimedia news site that was part... View Details

Keywords: South Asia; India; Purpose; Strategy; Business Model; Leadership; Digital; Business Ventures; Change; Decision Making; Growth and Development; Management; Media; Social Enterprise; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Asia

Educators

05 Dec 2013
Working Paper Summaries

Heterogeneous Technology Diffusion and Ricardian Trade Patterns

Keywords: by William R. Kerr

22 Aug 2017
First Look

First Look at New Research and Ideas, August 23

agglomeration economies, including capital-good market externality and technology diffusion, play a particularly important role in multinationals' economic geography. These findings remain robust when we use alternative View Details

Keywords: Sean Silverthorne

Article

Manage the Suppliers That Could Harm Your Brand: Know When to Avoid, Engage, or Drop Them

By: Jodi L Short and Michael W. Toffel

The pandemic has placed a new spotlight on working conditions in factories that supply global companies. To avert problems, firms often impose codes of conduct on their suppliers and perform audits to assess compliance. Do these measures help identify unethical... View Details

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November 2018
Article

Disruptive Innovation: An Intellectual History and Directions for Future Research

By: Clayton M. Christensen, Rory McDonald, Elizabeth J. Altman and Jonathan E. Palmer

The concept of disruptive innovation has gained considerable currency among practitioners despite widespread misunderstanding of its core principles. Similarly, foundational research on disruption has elicited frequent citation and vibrant debate in academic circles,... View Details

Keywords: Innovation Metrics; Systemic Industries; Technology Trajectories; Disruptive Innovation; Theory; History; Competitive Strategy; Research

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