Publications

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02 Aug 2016
First Look

August 2, 2016

forthcoming Organizational Behavior and Human Decision Processes Don't Stop Believing: Rituals Improve Performance by Decreasing Anxiety By: Brooks, Alison Wood, Julianna Schroeder, Jane Risen, Francesca... View Details

Keywords: Sean Silverthorne

September 2018
Article

Do Experts or Crowd-Based Models Produce More Bias? Evidence from Encyclopædia Britannica and Wikipedia

By: Shane Greenstein and Feng Zhu

Organizations today can use both crowds and experts to produce knowledge. While prior work compares the accuracy of crowd-produced and expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective,... View Details

Keywords: Online Community; Collective Intelligence; Wisdom Of Crowds; Bias; Wikipedia; Britannica; Knowledge Production; Knowledge Sharing; Knowledge Dissemination; Prejudice and Bias

19 Oct 2015
Research & Ideas

Business Research that Makes for Smarter Public Policy

went to Washington, I saw a tremendous need for fact-based analysis to inform policymaking” Last spring, Toffel sought to change that by taking the unusual step of convening academics and government... View Details

Keywords: by Michael Blanding

2024
Working Paper

Navigating Software Vulnerabilities: Eighteen Years of Evidence from Medium and Large U.S. Organizations

By: Raviv Murciano-Goroff, Ran Zhuo and Shane Greenstein

How prevalent are severe software vulnerabilities, how fast do software users respond to the availability of secure versions, and what determines the variance in the installation distribution? Using the largest dataset ever assembled on user updates, tracking server... View Details

Keywords: Cybersecurity; Applications and Software; Technology Adoption; Consumer Behavior

10 Apr 2006
Research & Ideas

Lessons from the Browser Wars

this phenomenon which is forthcoming in Shane M. Greenstein & Victor Stango (Eds.), Standards and Public Policy, Cambridge University Press. As for the future of Web... View Details

Keywords: by Sara Grant; Computer; Consumer Products; Technology

15 Sep 2015
First Look

September 15, 2015

Shane Greenstein Abstract—We examine the relationship between the diffusion of advanced Internet technology and the geographic concentration of invention, as measured View Details

Keywords: Sean Silverthorne

September 2018 (Revised December 2019)
Case

Zebra Medical Vision

By: Shane Greenstein and Sarah Gulick

An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details

2024
Working Paper

Contributing to Growth? The Role of Open Source Software for Global Startups

By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein

How does participating in open source software (OSS) communities spur entrepreneurial growth? To address this question, we analyze novel data matching accounts from GitHub—the largest OSS hosting platform—to the universe of global software venture-backed firms... View Details

Keywords: Applications and Software; Open Source Distribution; Entrepreneurship; Business Growth and Maturation; Human Capital; Valuation; Corporate Strategy

SSRN

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2019
Chapter

Technology Adoption

By: Chris Forman, Avi Goldfarb and Shane Greenstein

Using examples from information technology adoption, we emphasize the role of costs, benefits, communications channels and dynamic considerations in the decision to adopt new technology. We discuss differences between adoption by consumers and adoption by firms. We... View Details

Keywords: Technology Adoption

March 2018
Technical Note

Internet Data Capping Note (B)

By: Shane Greenstein and Christine Snively

The B note brings the reader up through early 2017 and addresses an informal review carried out by the Wireless Telecommunications Bureau (WTB) on sponsored data and zero-rating data plans in the mobile broadband market. View Details

Keywords: Telecommunications; Information Technology; Internet and the Web

Spring 2020
Article

The Basic Economics of Internet Infrastructure

By: Shane Greenstein

The internet's structure and operations remain invisible to most economists. What determines the economic value of internet infrastructure and the incentives to improve it? What are the open research questions for the most salient policy issues? This article reviews... View Details

Keywords: Internet and the Web; Infrastructure; Operations; Economics; Value

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May 2014
Article

Mobile Computing: The Next Platform Rivalry

By: Timothy Bresnahan and Shane Greenstein

Competition to become one of several dominant mobile platforms is intense. Platforms compete for developers, who create applications which make the platform valuable for users. Why doesn't one form of platform governance emerge as superior? This essay will stress the... View Details

June 2019
Teaching Note

Zebra Medical Vision

By: Shane Greenstein and Sarah Gulick

Teaching note is meant to accompany Zebra Medical Vision case, which offers a look at a company’s decisions as a small startup competing with other startups and major technology companies. It also demonstrates the challenges faced by a machine learning company working... View Details

Keywords: Business Startups; Science-Based Business; Applications and Software; Patents; Cross-Cultural and Cross-Border Issues; Health Care and Treatment; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry; Israel

2012
Other Unpublished Work

Measuring the Broadband Bonus in 20 OECD Countries

By: Shane Greenstein and Ryan McDevitt

This paper provides estimates of the economic value created by broadband Internet using measures of new gross domestic product and consumer surplus. The study finds that the economic value created in 30 OECD countries correlates roughly with the overall size of their... View Details

October 2019
Case

Feeling Machines: Emotion AI at Affectiva

By: Shane Greenstein and John Masko

In 2016, Affectiva—a Boston-based emotion AI software company with a long track record of building emotion-sensing software for market research—had attempted to expand into new verticals by releasing a mobile software development kit (SDK) that downloaders could adapt... View Details

Keywords: Artificial Intelligence; Market Research; Business Model; Finance; Revenue; Decision Making; Risk and Uncertainty; Market Entry and Exit; Applications and Software; AI and Machine Learning; Information Technology Industry; Auto Industry; United States

August 2019
Case

Twiggle: E-Commerce with Semantic Search

By: Shane Greenstein and Danielle Golan

Four years after being founded, in 2014, by former Google executives Amir Konigsberg (CEO) and Adi Avidor (CTO), Twiggle had developed a search enhancement that plugged into an online merchant’s existing framework. The company utilized advanced structuring and... View Details

Keywords: Search Technology; Customer Acquisition; Internet and the Web; Technological Innovation; Commercialization; Growth and Development Strategy; E-commerce; Technology Industry; Israel

August 2022
Article

The U.S. Approach to Antitrust Policy in Technology Markets

By: Shane Greenstein

This report illustrates the strengths and weaknesses of the U.S. approach to antitrust policy by drawing lessons from three cases: United States v. AT&T, United States v. Microsoft, and United States v. Google. The cases against AT&T and Microsoft are historical cases,... View Details

Keywords: Antitrust; Lawsuits and Litigation; Information Technology; Competition