Publications

July 2020
Article

The Persistent Effect of Initial Success: Evidence from Venture Capital

By: Ramana Nanda, Sampsa Samila and Olav Sorenson

We use investment-level data to study performance persistence in venture capital (VC). Consistent with prior studies, we find that each additional IPO among a VC firm's first ten investments predicts as much as an 8% higher IPO rate on its subsequent investments,... View Details

Keywords: Performance; Monitoring; Selection; Status; Venture Capital; Performance Consistency; Investment

2023
Working Paper

Estimating Productivity in the Presence of Spillovers: Firm-Level Evidence from the U.S. Production Network

By: Ebehi Iyoha

This paper examines the extent to which productivity gains are transmitted across U.S. firms through buyer-supplier relationships. Many empirical studies measure firm-to-firm spillovers using firm-level productivity estimates derived from control function approaches.... View Details

Keywords: Supply and Industry; Partners and Partnerships; Production

March 2018
Case

TrustSphere: Building a Market for Relationship Analytics

By: Boris Groysberg and Katherine Connolly Baden

Manish Goel was the CEO of TrustSphere, a seven-year-old company in the data analytics industry that focused squarely on relationship analytics, a space in which TrustSphere was pioneering a unique technology and solutions in the areas of sales, risk, and people... View Details

Keywords: Data Analytics; People Analytics; Talent Management; Human Resources; Networks; Relationships; Analysis; Employee Relationship Management; Core Relationships; Applications and Software; Communication; Technology Industry; Singapore

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Article

Evaluating the Effectiveness of Corporate Compliance Programs: Establishing a Model for Prosecutors, Courts, and Firms

By: Eugene F. Soltes

When prosecutors, courts, and regulators make charging and sentencing decisions, they must evaluate whether firms have effective compliance programs. Such evaluations are difficult because of the challenges associated with measuring effectiveness. Notably, these... View Details

Keywords: Corporate Governance; Governance Compliance; Performance Effectiveness; Performance Evaluation

Research Summary

When Distance Shrinks: The Effects of Competitor Proximity on Firm Survival

What are the performance implications of locating close to firms in one's industry? The existing empirical evidence is mixed. In this paper I argue that proximity between firms affects their performance differently... View Details

August 2014
Article

Friends in High Places

By: Lauren Cohen and Christopher Malloy

We demonstrate that personal connections amongst U.S. politicians have a significant impact on Senate voting behavior. Networks based on alumni connections between politicians are consistent predictors of voting behavior. We estimate sharp measures that control for... View Details

Keywords: Vote Trading; Networks; Legislation; Logrolling; Earmarks; Voting; Government Legislation; Social and Collaborative Networks; United States

Article

Spanning the Institutional Abyss: The Intergovernmental Network and the Governance of Foreign Direct Investment

By: Juan Alcacer and Paul Ingram

Global economic transactions such as foreign direct investment must extend over an institutional abyss between the jurisdiction, and therefore protection, of the states involved. Intergovernmental organizations (IGOs), whose members are states, represent an important... View Details

Keywords: Globalization; Market Transactions; Foreign Direct Investment; Government and Politics; Risk and Uncertainty; Networks; Culture; Complexity; Public Administration Industry

2018
Working Paper

The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb

By: Chiara Farronato and Andrey Fradkin

We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers - peer hosts and hotels - who provide differentiated products. We estimate this model using data from... View Details

Keywords: Peer To Peer; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry

Research Summary

Why Do Consumers Contribute to Connected Goods? A Dynamic Game of Competition and Cooperation in Social Networks

Social network platforms and media rely on the voluntary contributions of individual users to stay relevant. Consumers (users) contribute content such as photographs, videos, tweets etc.: these are available to any of their friends or peers, but not... View Details

22 Feb 2024
Research & Ideas

How to Make AI 'Forget' All the Private Data It Shouldn't Have

Europe’s tougher data privacy regulations went into effect in 2018, they have created complications for companies worldwide. Questions around data privacy will likely become... View Details

Keywords: by Rachel Layne; Technology; Information Technology

March 2000
Article

The Duality of Collaboration: Inducements and Opportunities in the Formation of Interfirm Linkages

By: Gautam Ahuja

I argue that the linkage-formation propensity of firms is explained by simultaneously examining both inducement and opportunity factors. Drawing upon resource-based and social network theory literatures I identify three forms of accumulated... View Details

Keywords: Collaboration; Innovation; Networks; Strategy; Alliances; Social and Collaborative Networks; Innovation and Invention; Chemical Industry

Purchase

Article

Early Withdrawal of Pandemic Unemployment Insurance: Effects on Earnings, Employment and Consumption

By: Kyle Coombs, Arindrajit Dube, Calvin Jahnke, Raymond Kluender, Suresh Naidu and Michael Stepner

In June 2021, 22 states ended all supplemental pandemic unemployment insurance (UI) benefits, eliminating benefits entirely for over 2 million workers and reducing benefits by $300 per week for over 1 million workers. Using anonymous bank transaction data and a... View Details

Keywords: COVID-19 Pandemic; Unemployment Insurance; Health Pandemics; Insurance; Employment; Financial Condition; Spending; Government Administration

Data Tips & Toolkits - Research Computing Services

Data Practices Data Tips & Toolkits 3ms Causal Inference R Packages causalTree, CausalImpact, Counterfactual, BayesTree, rrd, FindIt, causaldrf, uplift, Synth, matchIt, pcalg, wfe, matching, med ex, BCEE,... View Details

27 Feb 2024
Research & Ideas

Why Companies Should Share Their DEI Data (Even When It’s Unflattering)

workforce is, says a recent paper by Harvard Business School researchers. Even when a company’s numbers aren’t ideal, their transparency sends the message that they’re trying to change, the HBS authors write. “There’s definitely a sunshine View Details

Keywords: by Shalene Gupta

The Price Effects of Cross-Market Mergers: Theory and Evidence from the Hospital Industry

We consider the effect of mergers between firms whose products are not viewed as direct substitutes for the same good or service but are bundled by a common intermediary. Focusing on hospital mergers across distinct geographic markets, we show that such... View Details

July–August 2013
Article

Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals

By: Kathleen L. McGinn and Katherine L. Milkman

We investigate the role of workgroup sex and race composition on the career mobility of professionals in "up-or-out" organizations. We develop a nuanced perspective on the potential career mobility effects of workgroup demography by integrating the social... View Details

Keywords: Professional Service Firms; Race And Ethnicity; Ethnicity; Race; Personal Development and Career; Gender; Legal Services Industry

December 2023
Article

What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data

By: Alberto Cavallo and Oleksiy Kryvtsov

We use a detailed micro dataset on product availability and stockouts to construct a direct high-frequency measure of consumer product shortages during the 2020-2022 pandemic. We document a widespread multi-fold rise in stockouts in nearly all sectors early in the... View Details

Keywords: Prices; Stockouts; Inventories; Supply Disruptions; COVID-19 Pandemic; Supply Chain; Product; Demand and Consumers

January–February 2023
Article

Forecasting COVID-19 and Analyzing the Effect of Government Interventions

By: Michael Lingzhi Li, Hamza Tazi Bouardi, Omar Skali Lami, Thomas Trikalinos, Nikolaos Trichakis and Dimitris Bertsimas

We developed DELPHI, a novel epidemiological model for predicting detected cases and deaths in the prevaccination era of the COVID-19 pandemic. The model allows for underdetection of infections and effects of government interventions. We have applied DELPHI across more... View Details

Keywords: COVID-19 Pandemic; Epidemics; Analytics and Data Science; Health Pandemics; AI and Machine Learning; Forecasting and Prediction