Publications

2021
Working Paper

The Value of Data and Its Impact on Competition

By: Marco Iansiti

Common regulatory perspective on the relationship between data, value, and competition in online platforms has increasingly centered on the volume of data accumulated by incumbent firms. This view posits the existence of "data network effects," where more data leads to... View Details

Keywords: Online Platforms; Data Network Effects; Analytics and Data Science; Value; Competition; Digital Platforms

SSRN

16 Mar 2009
Working Paper Summaries

Running Out of Numbers: Scarcity of IP Addresses and What To Do About It

Keywords: by Benjamin Edelman; Computer; Communications; Telecommunications

September 2020 (Revised December 2020)
Case

Hot Wheels at Mattel: Reinventing the Wheel

By: Elie Ofek, Andres Terech and Nicole Tempest Keller

In 2017, Chris Down, Global Brand General Manager for Hot Wheels, and his team from the Advanced Play Group within Mattel, Inc., were considering which innovation path to pursue in order to "future proof" the Hot Wheels franchise going forward. Hot Wheels was the... View Details

Keywords: Toys; Industry Evolution; Innovation Strategy; Product Development; Growth and Development Strategy; Technological Innovation; Organizational Change and Adaptation; Decision Making; Digital Transformation

16 Apr 2007
Research & Ideas

Delivering the Digital Goods: iTunes vs. Peer-to-Peer

people using digital networks. For example, p2p users face an initial decision to either "share" the content they download with others on the network, which also reduces overall network congestion,... View Details

Keywords: by Sean Silverthorne; Music

04 Jun 2013
First Look

First Look: June 4

his latest collection available to the broader entrepreneur community. Divided into 13 areas of focus, the book's contributors explore the metrics you need to run your startup, discuss lean prototyping techniques for hardware, identify costly outsourcing mistakes,... View Details

Keywords: Sean Silverthorne

2023
Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju

As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result

28 Aug 2006
Research & Ideas

Online Match-Making with Virtual Dates

commercial dating sites. What they found was a high level of dissatisfaction. "People spent hours and hours and hours a week online to generate one cup of coffee with one person. That's not a very good system," says Norton.... View Details

Keywords: by Martha Lagace; Publishing

07 Jul 2008
Research & Ideas

Innovation Corrupted: How Managers Can Avoid Another Enron

for natural gas, and to create derivative supply contracts that could help customers manage the risks of demand volatility and price swings more effectively than before. In this way, Skilling and his colleagues solved a major contracting problem between the producers... View Details

Keywords: by Martha Lagace; Energy; Utilities

Article

Products to Platforms: Making the Leap

By: Feng Zhu and Nathan Furr

Following the path of companies such as Apple and Amazon, more and more firms are trying to become not just product purveyors but also platform providers, facilitating direct connections between customers and other groups. Although launching a platform can generate new... View Details

Keywords: Product; Digital Platforms; Expansion

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27 Jun 2024
Research & Ideas

Gen AI Marketing: How Some 'Gibberish' Code Can Give Products an Edge

subjective recommendations as objective facts. Today, internet users understand that the content they see is being influenced by copy enhancements. However, Lakkaraju wonders, will consumers be as accepting... View Details

Keywords: by Ben Rand; Technology

03 Nov 2010
Working Paper Summaries

How Did Increased Competition Affect Credit Ratings?

Keywords: by Bo Becker & Todd Milbourn; Financial Services

01 Apr 2020
Blog Post

The Product Design Sprint - 5 Things I Learned in Launch Lab 1

Ventures, who invented the Sprint process, and popularized it in the book of the same name. Jake ran the first two days, then handed over to faculty co-chairs Alan MacCormack and Russ Wilcox. The pressure was on the teams to make progress, rapidly building prototypes... View Details

2021
Article

Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring

By: Tom Sühr, Sophie Hilgard and Himabindu Lakkaraju

Ranking algorithms are being widely employed in various online hiring platforms including LinkedIn, TaskRabbit, and Fiverr. Prior research has demonstrated that ranking algorithms employed by these platforms are prone to a variety of undesirable biases, leading to the... View Details

16 Nov 2016
HBS Seminar

Ben Shiller, Brandeis University

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

September 2019 (Revised October 2019)
Case

Burunda Prince at The Farm, a Comcast NBCUniversal Innovation Hub (Powered by Boomtown)

By: Linda A. Hill, Eric Mankin and Emily Tedards

After a successful inaugural year, Burunda Prince, the Managing Director of Comcast’s startup business accelerator The Farm, was getting ready for an eventful 2019. Comcast was America's largest cable and internet service provider, having built a profitable business... View Details

June 2012
Case

Innovating at AT&T: Partnering to Lead the Broadband Revolution

By: Lynda M. Applegate, Phillip Andrews and Kerry Herman

In 2010, the U.S. retail market value for next-generation non-handset wirelessly-enabled devices was just over $1 billion. By 2011 it had grown 1,141% to $13.2 billion and was forecast to reach $24.7 billion in 2015. At the same time, user demand for data was surging... View Details

Keywords: Innovation ＆ Entrepreneurship; Team Leadership; Emerging Technologies; Business Models; Business To Business; Corporate Vision; Growth Strategy; Corporate Culture; Innovation and Invention; Corporate Entrepreneurship; Partners and Partnerships; Leadership; Mobile and Wireless Technology; Growth and Development Strategy; Globalized Firms and Management; Business Model; Technology Industry; United States

March 2023
Case

Between Two Minds: The Staglin Family

By: Lauren Cohen, Ronnie Stangler and Grace Headinger

Garen Staglin, Founder and Chairman of One Mind, reflected on his life’s work in brain health. As he contemplated stepping down in the next few years, he weighed how to pass along this legacy to his son, Brandon Staglin, the impetus behind and next generation of the... View Details

Keywords: Nonprofit Organizations; Well-being; Management Succession; Family Ownership; Mission and Purpose; Health Industry