Publications

Register to Read

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

Mar 2020
Conference Presentation

A New Analysis of Differential Privacy's Generalization Guarantees

By: Christopher Jung, Katrina Ligett, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi and Moshe Shenfeld

We give a new proof of the "transfer theorem" underlying adaptive data analysis: that any mechanism for answering adaptively chosen statistical queries that is differentially private and sample-accurate is also accurate out-of-sample. Our new proof is elementary and... View Details

Keywords: Machine Learning; Transfer Theorem; Mathematical Methods

19 Dec 2022
Research & Ideas

The 10 Most Popular Articles of 2022

Data from 1,700 executives by Linda Hill and colleagues reveals the most important skills and traits leaders need now. 4. When Working Harder Doesn’t Work, Time to Reinvent Your Career The second half of... View Details

Keywords: by Danielle Kost

04 Nov 2013
Research & Ideas

The Real Cost of Bribery

payment, how it was detected, and the way the firm responded to the bribe after it was uncovered. To test the hypothesis, Serafeim evaluated data from the forensic services practice of... View Details

Keywords: by Carmen Nobel

October 2017 (Revised April 2018)
Case

Improving Worker Safety in the Era of Machine Learning (A)

By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson

Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details

Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States

Educators

2008
Working Paper

Hiring Cheerleaders: Board Appointments of 'Independent' Directors

By: Lauren Cohen, Andrea Frazzini and Christopher J. Malloy

We test the hypothesis that firms appoint independent directors who are overly sympathetic to management, while still technically independent according to regulatory definitions. We explore a subset of independent directors for whom we have detailed, micro-level data... View Details

Keywords: Competency and Skills; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Managerial Roles; Prejudice and Bias

2023
Book

Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow

By: Ken Huang, Yang Wang, Feng Zhu, Xi Chen and Chunxiao Xing

This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business... View Details

Keywords: Generative Ai; AI and Machine Learning; Ethics; Technology Adoption

11 Apr 2012
Research & Ideas

The High Risks of Short-Term Management

allocation. Investors who care about the volatility of their portfolio should factor in their decisions the time horizon of the corporation. That generates a need for more data... View Details

Keywords: by Sean Silverthorne; Financial Services

February 2024
Case

ReSpo.Vision: The Kickstart of an AI Sports Revolution

By: Paul A. Gompers, Elena Corsi and Nikolina Jonsson

This case study explores the growth journey of Polish computer vision sports start-up ReSpo.Vision in an emerging entrepreneurial ecosystem. By providing 3D data and analysis to soccer clubs, ReSpo.Vision achieved significant milestones with a €1 million seed round, an... View Details

Keywords: Business Startups; Business Plan; Experience and Expertise; Talent and Talent Management; Decisions; Decision Choices and Conditions; Forecasting and Prediction; Entrepreneurship; Venture Capital; AI and Machine Learning; Analytics and Data Science; Applications and Software; Business Strategy; Sports Industry; Technology Industry; Poland; Europe

Educators

01 Jun 2012
News

The Power of Philanthropy

heretofore incurable affliction that affects some 30,000 children and young adults in the United States. The O’Donnells founded The Joey Fund and worked tirelessly with the other organizations. Almost singlehandedly, O’Donnell created “a mind-boggling View Details

Keywords: Health, Social Assistance; Religious, Grantmaking, Civic, Professional, and Similar Organizations; Personal Services

01 Feb 2019
HBS Seminar

Xavier Jaravel, London School of Economics

March 2011
Article

Institutional Demand Pressure and the Cost of Corporate Loans

By: Victoria Ivashina and Zheng Sun

Between 2001 and 2007, annual institutional funding in highly leveraged loans went up from $32 billion to $426 billion, accounting for nearly 70% of the jump in total syndicated loan issuance over the same period. Did the inflow of institutional funding in the... View Details

Keywords: Leveraged Buyouts; Financial Crisis; Credit; Debt Securities; Financing and Loans; Interest Rates; Investment

SSRN

07 Aug 2000
Research & Ideas

The Business of Biotech

more quickly," remarks Mara Aspinall (MBA '87), president of Genzyme Emerging Technologies at Genzyme Corporation. "But I think in the post-genome era, the process will become much more efficient. With the View Details

Keywords: by Julia Hanna; Biotechnology; Health; Technology

April 2023
Article

On the Privacy Risks of Algorithmic Recourse

By: Martin Pawelczyk, Himabindu Lakkaraju and Seth Neel

As predictive models are increasingly being employed to make consequential decisions, there is a growing emphasis on developing techniques that can provide algorithmic recourse to affected individuals. While such recourses can be immensely beneficial to affected... View Details

Keywords: Recourse; Privacy Threats; AI and Machine Learning; Information

2008
Working Paper

The Internalization of Advertising Services: An Inter-Industry Analysis

By: Sharon Horsky, Steven C. Michael and Alvin J. Silk

The common perception appears to be that vertical integration of advertising services is more the exception than the rule in the U.S. advertising industry. This study investigates the extent of such outsourcing and examines inter-industry variation in the use of... View Details

Keywords: Advertising; Cost; Analytics and Data Science; Management Analysis, Tools, and Techniques; Service Operations; Creativity; Perception; Vertical Integration; Information Technology; Advertising Industry; United States

23 Nov 2015
HBS Seminar

Gad Allon, Professor of Managerial Economics & Decision Sciences, Kellogg School of Management, Northwestern University

25 Oct 2020
Research & Ideas

The Dark Side of Fintech Borrowing

you put the results into the context that most of the fintech companies claim that they use alternative data, it’s very surprising that their borrowers are more likely to default,” Di Maggio says. Di Maggio and Yao tracked 3.79 million... View Details

Keywords: by Rachel Layne; Financial Services; Banking

Article

Strategic Disclosure: The Case of Business School Rankings

By: Michael Luca and Jonathan Smith

We empirically analyze disclosure decisions made by 240 MBA programs about which rankings to display on their websites. We present three main findings. First, consistent with theories of countersignaling, top schools are least likely to disclose their rankings, whereas... View Details

Keywords: Voluntary Disclosure; Shrouded Attributes; Information Unraveling; Rankings; Higher Education; Corporate Disclosure; Rank and Position

June 2018
Article

Video Content Marketing: The Making of Clips

By: Xuan Liu, Savannah Wei Shi, Thales S. Teixeira and Michel Wedel

Consumers have an increasingly wide variety of options available to entertain themselves. This poses a challenge for content aggregators who want to effectively promote their video content online through original trailers of movies, sitcoms, and video games. Marketers... View Details

Keywords: Film Entertainment; Marketing; Digital Marketing; Performance Effectiveness; Performance Improvement