Publications

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Forthcoming
Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche

We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details

Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy

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October 2007
Article

Supply and Demand Shifts in the Shorting Market

By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy

Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details

Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information

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Web

Named Fellowship Funds - Alumni

services firms and executing private real asset investments across infrastructure and alternative real estate. He serves on the boards of Vantage Data Centers, Suntex Marinas, Ridgebury Tankers V4 and VLII, GW Bulkers, and National... View Details

September 2019
Article

The Persistence of Broadband User Behavior: Implications for Universal Service and Competition Policy

By: Andre Boik, Shane Greenstein and Jeffrey Prince

In several markets, firms compete not for consumer expenditure but consumer attention. We examine user priorities over the allocation of their time, and interpret that behavior in light of salient tensions in policy discussions over universal service, data caps, and... View Details

Keywords: Broadband Service; Attention Allocation; Consumer Behavior; Household; Internet and the Web; Competition; Policy

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31 Jan 2022
Research & Ideas

Where Can Digital Transformation Take You? Insights from 1,700 Leaders

is not for the fainthearted. Most of us know how to drive—we have the basics—but we recognize we are ill-prepared to race against world-class competitors. While data and digital technologies were once enablers of efficiency and... View Details

Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards

February 2005 (Revised November 2016)
Background Note

Forecasting the Adoption of a New Product

By: Elie Ofek

Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details

Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition

August 2007 (Revised November 2010)
Case

Grand Central Publishing

By: Anita Elberse

In April 2007, Grand Central's publisher Jamie Raab and editor Karen Kosztolnyik were involved in a frantic bidding war for a proposed book on the life of cat Dewey, billed as the feline answer to the best-selling "Marley & Me: Life and Love with the World's Worst... View Details

Keywords: Acquisition; Product Launch; Bids and Bidding; Product Development; Publishing Industry

12 Jan 2010
First Look

First Look: Jan. 12

actions. Combining supermarket scanner data with firm-level financial data, we find evidence that differs from prior literature. Instead of reducing expenditures to boost earnings, soup manufacturers roughly double the frequency and... View Details

Keywords: Martha Lagace

16 Nov 2016
Research & Ideas

Turning One Thousand Customers into One Million

Teixeira and Brown. Importantly, the strategies that made these companies successful starting out are not the same ones to take them to the next level. To get from zero to 1,000 customers, the three startups faced a chicken-and-egg... View Details

Keywords: by Thales S. Teixeira and Michael Blanding; Retail; Transportation; Accommodations

May–June 2021
Article

Capturing Value in Platform Business Models that Rely on User-Generated Content

By: Hemang Subramanian, Sabyasachi Mitra and Sam Ransbotham

Business models increasingly depend on inputs from outside traditional organizational boundaries. For example, platforms that generate revenue from advertising, subscription, or referral fees often rely on user-generated content (UGC). But there is considerable... View Details

Keywords: Business Model; Network Effects; Mergers and Acquisitions; Valuation; Risk and Uncertainty

May 2020
Case

Schlumberger's WesternGeco Division

By: John R. Wells, Sneha Biswas and Benjamin Weinstock

In October 2017, Maurice Nessim, President of WesternGeco, a business unit of Schlumberger, faced a difficult decision. In the face of falling oil prices and increasing pressure on costs, did it make sense to sell off the company’s specialized fleet of seismic survey... View Details

Keywords: Market Entry and Exit; Organizational Change and Adaptation; Decision Making; Strategy; Competitive Advantage; Energy Industry; Information Technology Industry

Web

Behavioral Finance & Financial Stability

investor sentiment measures that it makes available to researchers and the broader public. Please visit our About page for more information about the project. Data Research Invisible Primes: Fintech Lending with Alternative View Details

15 Nov 2016
First Look

November 15, 2016

first present data suggesting that this belief has become a “hegemonic narrative”—a pervasive, status-quo-preserving story that is uncontested, even in the face of countervailing evidence. We then take a systems psychodynamic perspective... View Details

Keywords: Sean Silverthorne

February 2022
Teaching Plan

Community Solutions

By: Brian Trelstad and Tom Quinn

Teaching Plan for HBS Case No. 322-021. Community Solutions was an anti-homelessness nonprofit founded in 2011 after protagonist Rosanne Haggerty grew frustrated with the limited impact of traditional housing and outreach strategies. It set an ambitious goal, reached... View Details

Keywords: Homelessness; Social Issues; Housing; Human Needs; Poverty; Welfare; Business and Community Relations; Analytics and Data Science; Business Strategy; Corporate Social Responsibility and Impact; Philanthropy and Charitable Giving

26 Jul 2023
Research & Ideas

STEM Needs More Women. Recruiters Often Keep Them Out

could be understood as male or female and analyzed intake data collected on the program’s webpage about the prospects’ credentials, including level of education and current job. Recruiters were paid a salary and given a weekly volume... View Details

Keywords: by Rachel Layne

August 2019 (Revised April 2020)
Case

BlueVine Capital: Growth Factors

By: Marco Di Maggio and Nathaniel Schwalb

The start-up, BlueVine Capital Inc. (BlueVine), used data and technology to help finance small businesses via factoring and lines of credit. The case explains the small business financing market in mid-2010s, how CEO Eyal Lifshitz identified the opportunity for... View Details

Keywords: Fintech; Business Startups; Small Business; Financing and Loans; Innovation Leadership; Strategy; Financial Services Industry; Technology Industry