Publications

2023
Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan

he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details

Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing

May 2009
Article

The Empirical Impact of Intellectual Property Rights on Innovation: Puzzles and Clues

By: Josh Lerner

Economists have long seen the patent system as a crucial lever through which policymakers affect the speed and nature of innovation in the economy. It is not surprising, then, that the profound changes which have roiled the global patent system over the past 20 years... View Details

Keywords: Economy; Policy; Innovation and Invention; Intellectual Property; Rights; Business and Government Relations

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Switchback experiments, where a firm sequentially exposes an experimental unit to random treatments, are among the most prevalent designs used in the technology sector, with applications ranging from ride-hailing platforms to online marketplaces. Although... View Details

Web

Post a Job

Hire Talent Post a Job Hire Talent Post a Job Promote job opportunities to our extensive network of students and alumni at no cost on the HBS recruiting platform 12twenty . To attract a broad population of applicants for your... View Details

18 Sep 2014
Working Paper Summaries

Institutional Strategies in Emerging Markets

Keywords: by Christopher Marquis & Mia Raynard

2025
Working Paper

Blockchain Adoption and Audit Quality

By: Mei Luo, Daniel Rabetti and Shuangchen Yu

This study examines the impact of blockchain adoption in the corporate setting. Specifically, we provide comprehensive empirical support to recent theory (Cao, Cong, and Young, 2024) proposing that blockchain adoption positively affects endogenous audit quality and... View Details

Keywords: Blockchain; Accounting Audits; Technology Adoption; Financial Reporting; Governing Rules, Regulations, and Reforms; China

SSRN

January 2018 (Revised January 2019)
Case

ZappRx

By: Jeffrey J. Bussgang and Olivia Hull

In October 2015, ZappRx founder Zoe Barry is deciding between two business models for her health technology start-up. Her product, a software application that aims to expedite the prescription fulfillment process for patients with rare diseases, has attracted interest... View Details

Keywords: Speciality Drugs; Hub Services; Pivot; Speciality Prescriptions; Health Care and Treatment; Customization and Personalization; Internet and the Web; Business Model; Decision Choices and Conditions; Pharmaceutical Industry; Massachusetts

Article

What Managers Need to Know About Social Tools: Avoid the Common Pitfalls So That Your Organization Can Collaborate, Learn, and Innovate

By: Paul Leonardi and Tsedal Neeley

Workplaces have adopted internal social tools—think stand-alone technologies such as Slack, Yammer, and Chatter, or embedded applications such as Microsoft Teams and JIRA—at a staggering rate. In an ambitious study of 4,200 companies, conducted by the McKinsey Global... View Details

Keywords: Leadership; Social Tools; Social and Collaborative Networks; Knowledge Sharing; Performance Improvement; Management

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August 2017 (Revised August 2018)
Case

The Oakland Athletics: Strategy & Metrics for a Budget

By: Srikant M. Datar and Caitlin N. Bowler

This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details

Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry

February 2013 (Revised February 2013)
Case

Wayne Ferrari: iAutomation at a Crossroads

By: Jim Sharpe and Michael Norris

Wayne Ferrari has bridged the gap between being an independent entrepreneur and a "professional manager." After selling his business to a Private Equity (PE) firm, Ferrari takes on the role of CEO and with their support implements a roll-up strategy to attain growth... View Details

Keywords: Entrepreneurial Management; Entrepreneurial Organizations; Leveraged Buyouts; Roll-up; Career Planning; Acquisitions; Pricing; Pricing Policies; Pricing Strategy; Pricing Structure; Acquisition; Entrepreneurship; Private Equity; Distribution; Integration; System; Electronics Industry; Distribution Industry; United States

Program

OPM Renew

program that best addresses your learning and development goals. Contact a program advisor via email or call 1.800.427.5577 (outside the U.S., call +1.617.495.6555). Application Submission We recommend that you apply as soon as you can,... View Details

13 Jan 2015
First Look

First Look: January 13

timing of the national college entrance exam and introduced early admissions, and we propose a game-theoretic model that matches those facts. When applications reveal information about students that is of common interest to all colleges,... View Details

Keywords: Sean Silverthorne

Article

Health App Policy: International Comparison of Nine Countries' Approaches

By: Anna Essén, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens and David W. Bates

An abundant and growing supply of digital health applications (apps) exists in the commercial tech-sector, which can be bewildering for clinicians, patients, and payers. A growing challenge for the health care system is therefore to facilitate the identification of... View Details

Keywords: Digital Health; Apps; Health Care and Treatment; Internet and the Web; Policy; Global Range; Applications and Software

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Private Capital Project

interests, such as the application of cutting-edge technologies to solve broad societal problems, overlap with swaths of faculty and practitioners. Private capital techniques have the potential to be a crucial part of the solutions to... View Details

16 Feb 2016
First Look

February 16, 2016

forthcoming Journal of Financial Economics Who Neglects Risk? Investor Experience and the Credit Boom By: Chernenko, Sergey, Samuel Gregory Hanson, and Adi Sunderam Abstract—Many have argued that overoptimistic thinking on the part of lenders helps fuel credit booms.... View Details

Keywords: Sean Silverthorne

12 Mar 2008
Working Paper Summaries

Allocating Marketing Resources

Keywords: by Sunil Gupta & Thomas J. Steenburgh

June 2024
Article

Oral History and Business History in Emerging Markets

By: Geoffrey Jones

This article describes the motivation, structure and use of the Creating Emerging Markets (CEM) oral history-based project at the Harvard Business School. The project consists of lengthy interviews with business leaders from emerging markets. By June 2024 183... View Details

Keywords: Emerging Economies; Oral History; Emerging Markets; Business History; Research

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October 2022
Article

A Structural Model of Organizational Buying for Business-to-Business Markets: Innovation Adoption with Share-of-Wallet Contracts

By: Navid Mojir and K. Sudhir

The paper develops the ﬁrst structural model of organizational buying to study innovation diﬀusion in a B2B market. Our model is particularly applicable for routinized exchange relationships, whereby centralized buyers periodically evaluate and choose contracts,... View Details

Keywords: Organizational Buying Behavior; Healthcare Marketing; B2B Markets; B2B Innovation; New Product Diffusion; New Product Adoption; Organizations; Acquisition; Behavior; Health Care and Treatment; Marketing; Innovation and Invention

December 1997 (Revised April 1998)
Case

www.springs.com

By: F. Warren McFarlan and Melissa Dailey

Business Week's June 1997 "Rising Star" profile of Springs Industries' president and COO, Crandall Bowles, reported that she was poised to become one of the top two or three women executives in the country. In November 1997, the company announced Bowles' appointment to... View Details

Keywords: Information Technology; Operations; Product Marketing; Management; Strategy; Consumer Products Industry; South Carolina