Publications

November 2015
Case

Rubicon Global

By: William A. Sahlman and Hunter Ashmore

The case describes Rubicon Global, a startup that aimed to disrupt the waste management industry. The company started with a bold idea: create a cloud-based, full-service waste management company providing low-cost, highly efficient, and environmentally friendly... View Details

Keywords: Entrepreneurial Finance; Rubicon; Rubicon Global; Waste Management; Startups; Disruptive Technology; Technological Innovation; Disruptive Innovation; Market Entry and Exit; Entrepreneurship; Wastes and Waste Processing; Business Startups; Corporate Finance; Service Industry

Educators

March 2019
Article

Open Source Software and Firm Productivity

By: Frank Nagle

As open source software (OSS) is increasingly used as a key input by firms, understanding its impact on productivity becomes critical. This study measures the firm-level productivity impact of nonpecuniary (free) OSS and finds a positive and significant value-added... View Details

Keywords: Applications and Software; Open Source Distribution; Performance Productivity; Information Technology; Strategy

Find at Harvard

22 Jan 2019
Working Paper Summaries

Corporate Sustainability: A Strategy?

Keywords: by Ioannis Ioannou and George Serafeim

Shunyuan Zhang

Shunyuan Zhang is an associate professor in the Marketing unit at Harvard Business School. She teaches the first-year Marketing course in the MBA required curriculum.

Professor Zhang studies the sharing economy and the marketing problems that... View Details

Keywords: high technology; high technology; high technology

06 Nov 2018
First Look

New Research and Ideas, November 6, 2018

forthcoming Management Science Patent Trolls: Evidence from Targeted Firms By: Cohen, Lauren, Umit Gurun, and Scott Duke Kominers Abstract—We provide the first large-sample evidence on the behavior View Details

Keywords: Dina Gerdeman

14 Oct 2019
Working Paper Summaries

Undisclosed Debt Sustainability

Keywords: by Laura Alfaro and Fabio Kanczuk

2023
Working Paper

Financial and Informational Integration Through Oracle Networks

By: Lin William Cong, Eswar Prasad and Daniel Rabetti

Oracles are software components that enable data exchange between siloed blockchains and external environments, enhancing smart contract capabilities and platform interoperability. We find that oracle integration is positively associated with total value locked and... View Details

Keywords: Decentralized Finance; Blockchain; Smart Contract; International Economy; Interoperability; Risk Sharing; Applications and Software; Financial Markets; Economics; Risk Management

SSRN

26 Jun 2018
First Look

New Research and Ideas, June 26, 2018

forthcoming Journal of International Business Studies Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History By: da Silva Lopes, Teresa, Mark Casson, View Details

Keywords: Dina Gerdeman

Forthcoming
Article

You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance

By: Astrid Marinoni and Maria P. Roche

This paper examines the impact of the expansion of the US Postal Service in the late 19th century on firm creation and performance. Utilizing newly digitized archival data on historic business establishments, post office locations, and road networks in California,... View Details

Keywords: Institutional Innovation; Knowledge Exchange; US Postal Service; Firm Performance; Infrastructure; Expansion; Government Administration; Communication; Business History; Entrepreneurship; Public Administration Industry; California

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30 Nov 2021
In Practice

What's the Role of Business in Confronting Climate Change?

The 26th annual United Nations Climate Change Conference of the Parties, also known as COP26, ended with a hard-fought pact that called on businesses and governments to meet their climate change goals faster. The event followed an August report by the Intergovernmental... View Details

Keywords: by Lynn Schenk and Dina Gerdeman

Web

Clusters - Institute For Strategy And Competitiveness

California Wine Cluster, and the Silicon Valley Technology Cluster. Cluster Initiatives Cluster development initiatives are an important new direction in economic policy. Building on past efforts in... View Details

2013
Working Paper

Digital Dark Matter and the Economics of Apache

By: Shane Greenstein and Frank Nagle

Researchers have long hypothesized that spillovers from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking devices and the... View Details

Keywords: Measurement and Metrics; Internet and the Web; Performance Productivity; Applications and Software; Economic Growth; Research and Development

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Article

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III

Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details

Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science

03 Jul 2018
First Look

New Research and Ideas, July 3, 2018

link: https://www.hbs.edu/faculty/Pages/item.aspx?num=54665 forthcoming R&D Management An Exploratory Study of Product Development in Emerging Economies: Evidence from Medical Device Testing in India By: Gupta, Budhaditya, View Details

Keywords: Dina Gerdeman

Blockbusters: Hit-making, Risk-taking, and the Big Business of Entertainment

What’s behind the phenomenal success of entertainment businesses such as Warner Bros., Marvel Enterprises, and the NFL—along with such stars as Jay-Z, Lady Gaga, and LeBron James? Which strategies give leaders in film, television, music, publishing, and sports an edge... View Details

October 2018 (Revised August 2023)
Case

Safecast: Bootstrapping Human Capital to Big Data

By: Ethan Bernstein and Stephanie Marton

On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details

Educators

October 2023 (Revised November 2023)
Case

Recycle & Re-Match: The Future of Soccer Turfs

By: George Serafeim, Lena Duchene and Carlota Moniz

By August 2023, Re-Match, an artificial turf waste-to-value company, had operations in Denmark and the Netherlands and had recycled over 160,000 tons of waste and plastic fiber. With recent capital injection from the VC firm Verdane and a dual revenue business model,... View Details

Educators

2017
Working Paper

Digital Labor Markets and Global Talent Flows

By: John Horton, William R. Kerr and Christopher Stanton

Digital labor markets are rapidly expanding and connecting companies and contractors on a global basis. We review the environment in which these markets take root, the micro- and macro-level studies of their operations, their ongoing evolution and recent trends, and... View Details

Keywords: Information Infrastructure; Job Cuts and Outsourcing; Talent and Talent Management; Labor