Publications

November 2021
Article

Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data

By: William Herlands, Edward McFowland III, Andrew Gordon Wilson and Daniel B. Neill

Identifying anomalous patterns in real-world data is essential for understanding where, when, and how systems deviate from their expected dynamics. Yet methods that separately consider the anomalousness of each individual data point have low detection power for subtle,... View Details

Keywords: Pattern Detection; Subset Scanning; Gaussian Processes; Mathematical Methods

March 2008 (Revised June 2011)
Case

MySpace

By: Mikolaj Jan Piskorski, David T. Chen and Carin-Isabel Knoop

The case, set in late 2007, examines what MySpace—the largest online social network—should do to respond to its agile competitor, Facebook. Since its inception MySpace had experienced phenomenal growth, acquiring 20 million members in its first 20 months of operation,... View Details

Keywords: Open Source Distribution; Partners and Partnerships; Social and Collaborative Networks; Competition; Competitive Strategy; Internet and the Web; Digital Platforms; Information Technology Industry

19 Jul 2004
Research & Ideas

Your Customers: Use Them or Lose Them

half a percentage point on your account to have what is truly exceptional service? When the bank put branches in Manhattan two years ago, Commerce Bank grew faster there than anywhere else, she said. Other banks can't afford to stay open... View Details

Keywords: by Martha Lagace

27 Oct 2009
First Look

First Look: October 27

crossed with small financial incentives (ranging from U.S. $3 to $14) to open bank savings accounts. We find that the financial literacy program has no effect on the likelihood of opening a bank savings... View Details

Keywords: Martha Lagace

September 2006 (Revised September 2007)
Case

VMware, Inc. (A)

By: David B. Yoffie, Ward Bullard, Nikhil Raj and Suja Vaidyanathan

VMware, Inc., the first company to crack the software virtualization market, faces new challenges from competitors' plans to bundle free virtualization solutions in operating systems. VMware, acquired by data storage giant EMC Corp. in 2003, has delivered top-line... View Details

Keywords: Technological Innovation; Growth and Development Strategy; Market Entry and Exit; Open Source Distribution; Competition

Find at Harvard

November 2016 (Revised February 2017)
Case

BrightStar Care: The Evolution of a Leadership Team

By: Boris Groysberg, Colleen Ammerman and John D. Vaughan

BrightStar Care was a rapidly growing franchise of home health care agencies. Founded by husband and wife team JD and Shelly Sun as a single agency near Chicago in 2002, BrightStar had opened nearly 300 franchises across the United States by 2016, generating over $300... View Details

Keywords: Health Care Services; Entrepreneurs; Board Of Directors; Boards Of Directors; Health Care Industry; Growth Strategy; Organizational Change; Brand Positioning; Entrepreneurial Organizations; Entrepreneurial Management; Franchising; Family-owned Business; Home Health Care; Managing Growth; Management Styles; Organizational Development; Talent Management; Women Executives; Women And Leadership; Business Startups; Family Business; Small Business; Talent and Talent Management; Governing and Advisory Boards; Health Care and Treatment; Human Capital; Leadership Development; Leadership Style; Business or Company Management; Growth and Development Strategy; Management Analysis, Tools, and Techniques; Management Skills; Management Style; Management Succession; Management Systems; Management Teams; Brands and Branding; Marketing Strategy; Strategy

July 2020 (Revised September 2020)
Case

MobSquad

By: Prithwiraj Choudhury, William R. Kerr and Susie L. Ma

Irfhan Rawji (MBA 2004) launched MobSquad in October 2018 to help American tech start-ups retain hard-to-find talent, many of whom struggled with U.S. work visa issues, such as software engineers with experience in artificial intelligence, machine learning, or data... View Details

Keywords: Work Visas; H1-B; Business Ventures; Business Startups; Labor; Human Capital; Human Resources; Crisis Management; Employment Industry; Canada; United States

2022
White Paper

The American Opportunity Index: A Corporate Scorecard of Worker Advancement

By: Matt Sigelman, Joseph Fuller, Nik Dawson and Gad Levanon

The American Opportunity Index: A Corporate Scorecard of Worker Advancement is a new effort to give companies and other stakeholders a set of robust tools that measure how well major employers are doing in fostering economic mobility for workers and how they could do... View Details

Keywords: Upward Mobility; Career Advancement; Personal Development and Career; Compensation and Benefits; Employees; Wages; Human Capital; Recruitment

20 Mar 2017
Book

Why Companies Are Placing Users at the Core of Their Innovation Strategies

who took notice: Harvard Business School Professor Karim Lakhani. As a doctoral student at the Massachusetts Institute of Technology in the late 1990s, he took von Hippel’s class on innovation. After reading Lakhani’s paper describing the rising View Details

Keywords: by Dina Gerdeman

04 Feb 2014
Working Paper Summaries

From Crowds to Collaborators: Initiating Effort and Catalyzing Interactions Among Online Creative Workers

Keywords: by Kevin J. Boudreau, Patrick Gaule, Karim R. Lakhani, Christoph Riedl & Anita Williams Woolley

02 Jan 2007
Research & Ideas

Most Popular Articles of 2006

mistake. Sandra Cha of McGill University and Amy Edmondson of Harvard Business School discuss what to do when values backfire. Open Source Science: A New Model for Innovation Borrowing a practice that is... View Details

Keywords: by Sean Silverthorne

12 Oct 1999
Research & Ideas

Porter’s Perspective: Competing in the Global Economy

matter? A: Absolutely. It's a very interesting paradox. In a global economy where it's easy to move goods and information around the world, these things become givens available to any enterprise. As a result, they are no longer a source... View Details

Keywords: Re: Michael E. Porter

June 2019 (Revised February 2020)
Case

Eric Hawkins Leading Agile Teams @ Digitally-Born AppFolio (A)

By: Tsedal Neeley, Paul Leonardi and Michael Norris

Eric Hawkins, director of engineering at AppFolio—a digital technology firm that offered cloud-based business software to small and medium sized companies—was shocked by an unusual request from his senior leadership team. Could Hawkins and one of his agile teams build... View Details

Keywords: Values; Agile; Vision; Corporate Culture; Leadership; Values and Beliefs; Organizational Culture; Decision Choices and Conditions; Digital Transformation; Technology Industry; United States; California

18 Feb 2002
Research & Ideas

Wrap-up: Software, Telecom, and Recovery

it's very, very hard to run a team-oriented process that addresses the type of decision making we've described," he added. What Software Lull? The software industry has been heavily over-invested in for... View Details

Keywords: by Wendy Guild & Martha Lagace; Financial Services; Technology; Communications; Telecommunications

2024
Working Paper

The Value of AI Innovations

By: Wilbur Xinyuan Chen, Terrence Tianshuo Shi and Suraj Srinivasan

We study the value of AI innovations as it diffuses across general and application sectors, using the United States Patent and Trademark Office’s (USPTO) AI patent dataset. Investors value these innovations more than others, as AI patents exhibit a 9% value premium,... View Details

Keywords: AI and Machine Learning; Valuation; Technological Innovation; Open Source Distribution; Patents; Policy; Knowledge Sharing; Technology Industry

June 2003
Case

IBM and Linux (A)

By: Carliss Y. Baldwin, Siobhan O'Mahony and James Quinn

In the fall of 1998, Dan Frye, member of IBM's emerging technologies and business team, is trying to decide whether to forge a strategic alliance with the Linux Development Community (LDC). Just two years earlier, IBM had its first exposure to an "open source" software... View Details

Keywords: Mergers and Acquisitions; Open Source Distribution; Problems and Challenges; Alliances; Cooperation; Computer Industry; Information Technology Industry

June 2020 (Revised January 2024)
Case

TraceTogether

By: Mitchell B. Weiss and Sarah Mehta

By April 7, 2020, over 1.4 million people worldwide had contracted the novel coronavirus (COVID-19). Governments raced to curb the spread of COVID-19 by scaling up testing, quarantining those infected, and tracing their possible contacts. It had taken Singapore’s... View Details

Keywords: COVID-19; Contact Tracing; Government Administration; Crisis Management; Health; Health Pandemics; Innovation and Invention; Innovation Leadership; Innovation Strategy; Technological Innovation; Social Issues; Information Technology; Mobile and Wireless Technology; Applications and Software; Technology Adoption; Health Industry; Public Administration Industry; Singapore

June 2012
Article

Managing Risks: A New Framework

By: Robert S. Kaplan and Anette Mikes

Risk management is too often treated as a compliance issue that can be solved by drawing up lots of rules and making sure that all employees follow them. Many such rules, of course, are sensible and do reduce some risks that could severely damage a company. But... View Details

Keywords: Risk Management; Governance Controls; Corporate Strategy; Management Analysis, Tools, and Techniques; Framework