Publications

2021
Other Unpublished Work

Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2

By: Daniel J. Sturtevant, Carliss Baldwin, Alan MacCormack, Sunny Ahn and Sean Gilliland

An interrelated set of tools and methods is disclosed for: (1) measuring the relationship between software source code attributes (such as code quality, design quality, test quality, and complexity metrics) and software economics outcome metrics (such as... View Details

Keywords: Technical Debt; Applications and Software; Economics; Measurement and Metrics; Patents

2015
Article

Scalable Detection of Anomalous Patterns With Connectivity Constraints

By: Skyler Speakman, Edward McFowland III and Daniel B. Neill

We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details

Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic

Find at Harvard

2015
Working Paper

Public R&D Investments and Private-sector Patenting: Evidence from NIH Funding Rules

By: Pierre Azoulay, Joshua S. Graff Zivin, Danielle Li and Bhaven N. Sampat

We quantify the impact of scientific grant funding at the National Institutes of Health (NIH) on patenting by pharmaceutical and biotechnology firms. Our paper makes two contributions. First, we use newly constructed bibliometric data to develop a method for flexibly... View Details

Keywords: Economics Of Science; Patenting; Academic Reserach; NIH; Knowledge Spillovers; Patents; Research; Government and Politics

2020
Working Paper

Why Do Firms Automate Production, and How Do They Adjust? Evidence from the Bell Telephone System over the 20th Century

By: Daniel P. Gross and James J. Feigenbaum

Over the course of the 20th century, AT&T's operating companies replaced telephone operators with mechanical switching and dial telephones. Yet it took AT&T 30 years from the invention of the technology to begin using it, and another 60 years to finish installing it... View Details

Keywords: Employment; Labor; Technology Adoption; Technology Networks; History; Telecommunications Industry; United States

08 Jan 2019
First Look

New Research and Ideas, January 8, 2019

to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from fee-for-service reimbursement and toward payment determined View Details

Keywords: Dina Gerdeman

January 2025 (Revised February 2025)
Background Note

A High-Tech Revolution with Chinese Characteristics: China's Drive Towards EV Supremacy

By: William C. Kirby, Daniel Fu and Matthew Ngai

This background note explains and documents the rise of China's EV industry. Moreover, it identifies the challenges facing it and posits several questions about the decisions needed to be made to sustain the industry's global dominance. Would Chinese producers be able... View Details

Keywords: State Capitalism; Electric Vehicles; Tesla; Renewable Energy; Global Strategy; Taxation; Technological Innovation; Industry Growth; Competition; Auto Industry; China; United States; Japan; European Union

Educators

02 Aug 2011
First Look

First Look: August 2

workday events can make or break employees' inner work lives. But it's forward momentum in meaningful work—progress that creates the best inner work lives. Through rigorous analysis of nearly 12,000 diary entries provided by 238 employees... View Details

Keywords: Sean Silverthorne

February 2013
Article

Does Shareholder Proxy Access Improve Firm Value? Evidence from the Business Roundtable Challenge

By: Bo Becker, Guhan Subramanian and Daniel B. Bergstresser

We use the Business Roundtable's challenge to the SEC's 2010 proxy access rule as a natural experiment to measure the value of shareholder proxy access. We find that firms that would have been most vulnerable to proxy access, as measured by institutional ownership and... View Details

Keywords: Financial Markets; Business and Shareholder Relations

July 2020
Supplement

PeopleAnswers (B): The Infor Acquisition

By: Daniel P. Gross

In the fall of 2009, founder and CEO Gab Goncalves has turned PeopleAnswers, Inc. from a fledgling startup to a steadily growing company of nearly 50 employees and $10 million recurring revenue. PeopleAnswers provides people analytics software which its clients use to... View Details

Keywords: People Analytics; Entrepreneurship; Strategy; Growth and Development; Human Resources; Selection and Staffing; Mergers and Acquisitions

June 29, 2022
Other Article

Strategic Complexity? Using Experiments to Understand and Overcome Obfuscation

By: Michael Luca, Ginger Zhe Jin and Daniel Martin

Credit card companies must decide what product features to disclose to consumers, such as payment schedules, penalties, and fees--and also whether to present them clearly or bury them in the fine print. Firms face similar choices in settings ranging from privacy... View Details

Keywords: Obfuscation; Credit Cards; Strategic Incentives; Complexity; Agreements and Arrangements; Customers; Consumer Behavior; Financial Services Industry

Register to Read

2023
Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill

In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias

November 2020
Supplement

Valuing Celgene's CVR

By: Benjamin C. Esty and Daniel Fisher

When Bristol-Myers Squibb (BMS) acquired Celgene Corporation in November 2019, Celgene shareholders received cash, BMS stock, and a contingent value right (CVRs) that would pay $9 if the U.S. Food and Drug Administration (FDA) approved three of Celgene’s late stage... View Details

Keywords: Mergers and Acquisitions; Value; Valuation; Judgments; Decision Making; Cash Flow; Financial Instruments; Cognition and Thinking; Pharmaceutical Industry; Biotechnology Industry; United States

June 2000
Case

Rebirth of the Swiss Watch Industry, 1980-1992 (A)

By: Michael L. Tushman and Daniel Radov

The Swiss watch industry has been devastated by new entrants from Asia in the low- and mid-priced watch segments. Japanese and Hong Kong firms have used quartz technology to lower costs dramatically. Nicolas Hayek, president of a Swiss consulting firm, is asked to help... View Details

Keywords: Information Technology; Product Development; Organizational Structure; Change Management; Alignment; Product Positioning; Brands and Branding; Management Teams; Apparel and Accessories Industry; Consumer Products Industry; Switzerland

Educators

18 Dec 2012
First Look

First Look: December 18

both organizations and employees benefit by emphasizing newcomers' authentic best selves. Paper: http://www.francescagino.com/publications.html First-Party Content and Coordination in Two-Sided Markets Authors:Hagiu, Andrei, and View Details

Keywords: Carmen Nobel

26 Apr 2020
Other Presentation

Towards Modeling the Variability of Human Attention

By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber

Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details

Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning

April 2025
Article

An Anatomy of Crypto-Enabled Cybercrimes

By: Will Cong, Campbell Harvey, Daniel Rabetti and Zong-Yu Wu

The advent of cryptocurrencies and digital assets holds the promise of improving financial systems by offering cheap, quick, and secure transfer of value. However, it also opens up new payment channels for cybercrimes. Assembling a diverse set of public on- and... View Details

Keywords: Cryptocurrency; Crime and Corruption; Technology Adoption; Currency; Policy

Find at Harvard

Register to Read

Article

How Direct-to-Consumer Brands Can Continue to Grow

By: V. Kasturi Rangan, Daniel Corsten, Matt Higgins and Leonard A. Schlesinger

Direct-to-consumer (DTC) brands such as Allbirds, Casper, Peloton, and Warby Parker have creatively found a weakness in the marketing citadel of incumbent brands. By using data gleaned from daily interactions with customers, these brands have been able to adapt how... View Details

Keywords: Direct-to-consumer; Customer Journey; Business Model; Customer Relationship Management; Growth and Development Strategy