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Show Results For
- All HBS Web
(1,035)
- People (1)
- News (279)
- Research (568)
- Events (8)
- Multimedia (11)
- Faculty Publications (278)
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- March 2022 (Revised January 2025)
- Technical Note
Exploratory Data Analysis
This module note provides an overview of exploratory data analysis for an introduction to data science course. It begins by defining the term "data", and then describes the different types of data that companies work with (structured v. unstructured, categorical v.... View Details
Keywords: Data Analysis; Data Science; Statistics; Data Visualization; Exploratory Data Analysis; Analytics and Data Science; Analysis
Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Exploratory Data Analysis." Harvard Business School Technical Note 622-098, March 2022. (Revised January 2025.)
- November 2023
- Article
Algorithmic Mechanism Design with Investment
By: Mohammad Akbarpour, Scott Duke Kominers, Kevin Michael Li, Shengwu Li and Paul Milgrom
We study the investment incentives created by truthful mechanisms that allocate resources using approximation algorithms. Some approximation algorithms guarantee nearly 100% of the optimal welfare, but have only a zero guarantee when one bidder can invest before... View Details
Akbarpour, Mohammad, Scott Duke Kominers, Kevin Michael Li, Shengwu Li, and Paul Milgrom. "Algorithmic Mechanism Design with Investment." Econometrica 91, no. 6 (November 2023): 1969–2003.
- May–June 2015
- Article
Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago
By: Michael Beer, Paul Boselie and Chris Brewster
Thirty years on from the seminal work Managing Human Assets (MHA) by Beer et al., we examine how the subject has developed. We offer a normative review, based on that model, and we critique the assumption that the business of HRM is solely to improve returns to owners... View Details
Beer, Michael, Paul Boselie, and Chris Brewster. "Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago." Human Resource Management 54, no. 3 (May–June 2015): 427–438.
- Article
Third-party Punishment as a Costly Signal of Trustworthiness
By: Jillian J. Jordan, Moshe Hoffman, Paul Bloom and David G. Rand
Third-party punishment (TPP), in which unaffected observers punish selfishness, promotes cooperation by deterring defection. But why should individuals choose to bear the costs of punishing? We present a game theoretic model of TPP as a costly signal of... View Details
Jordan, Jillian J., Moshe Hoffman, Paul Bloom, and David G. Rand. "Third-party Punishment as a Costly Signal of Trustworthiness." Nature 530, no. 7591 (2016): 473–476.
- 17 Sep 2013
- First Look
First Look: September 17
Paul Healy, George Serafeim, and Devin Shanthikumar Abstract—Prior research on equity analysts focuses almost exclusively on those employed by sell-side investment banks and brokerage houses. Yet investment... View Details
Keywords: Sean Silverthorne
- April 2008
- Supplement
Chunghwa Telecom Co., Ltd. (B)
By: Paul W. Marshall, Michael Shih-ta Chen and Keith Chi-ho Wong
In late November 2000, Chung Telecom Co., Ltd., the once-monopolized telecom operator owned by the Taiwanese government, was on its way to privatization. Mr. C.K. Mao, Chairman of the company, was headed the job only three months earlier, after its prior chairman... View Details
Keywords: State Ownership; Jobs and Positions; Monopoly; Privatization; Competition; Decisions; Motivation and Incentives; Labor and Management Relations; Resignation and Termination; Compensation and Benefits; Price; Status and Position; Telecommunications Industry; Public Administration Industry; Taiwan
Marshall, Paul W., Michael Shih-ta Chen, and Keith Chi-ho Wong. "Chunghwa Telecom Co., Ltd. (B)." Harvard Business School Supplement 808-138, April 2008.
- May 2024 (Revised March 2025)
- Case
MStudio and Djoli: Accelerating Startup Growth in Francophone Africa
By: Paul A. Gompers, Pippa Tubman Armerding and Temitayo Lawal
Djoli, a procurement platform, was one of the startups launched and supported by MStudio, a startup studio in Côte d'Ivoire, in 2023. After a year of operations, Djoli must look beyond MStudio, which had supported them financially and in kind in exchange for equity,... View Details
Keywords: Business Startups; Agriculture and Agribusiness Industry; Distribution Industry; Technology Industry; Africa; Côte d'Ivoire
Gompers, Paul A., Pippa Tubman Armerding, and Temitayo Lawal. "MStudio and Djoli: Accelerating Startup Growth in Francophone Africa." Harvard Business School Case 824-183, May 2024. (Revised March 2025.)
- 2017
- Working Paper
Diversity in Innovation
By: Paul A. Gompers and Sophie Q. Wang
In this paper we document the patterns of labor market participation by women and ethnic minorities in venture capital firms and as founders of venture capital-backed startups. We show that from 1990-2016 women have been less than 10% of the entrepreneurial and venture... View Details
Gompers, Paul A., and Sophie Q. Wang. "Diversity in Innovation." Harvard Business School Working Paper, No. 17-067, January 2017.
- 14 Dec 2010
- First Look
First Look: Dec. 14
Working PapersThe Influence of Prior Industry Affiliation on Framing in Nascent Industries: The Evolution of Digital Cameras Authors:Mary J. Benner and Mary Tripsas Abstract New industries sparked by technological change are... View Details
Keywords: Sean Silverthorne
- January 2014 (Revised September 2015)
- Case
Mittal Steel's Pursuit of Arcelor (A)
By: Paul M. Healy and Penelope Rossano
Lakshmi Mittal, CEO of Mittal Steel, a UK-based company with Indian roots, took advantage of a weakened Arcelor that had successfully won a bidding war for Canadian steel company Dofasco, with an unsolicited bid to buy the company. Mittal's plans for acquiring Arcelor... View Details
Keywords: Fiduciary Duty; Steel; India; Europe; Governance; Mergers; Board Decisions; White Knight; Strategy; Negotiation; Mergers and Acquisitions; Corporate Governance; Cross-Cultural and Cross-Border Issues; Steel Industry; Canada; United Kingdom; Russia; India
Healy, Paul M., and Penelope Rossano. "Mittal Steel's Pursuit of Arcelor (A)." Harvard Business School Case 114-056, January 2014. (Revised September 2015.)
- 30 Oct 2012
- First Look
First Look: October 30
Michael W. Toffel Publication:Organization Science (forthcoming) Abstract Governments and other organizations often outsource activities to achieve cost savings from market competition. Yet such benefits are often accompanied by poor... View Details
Keywords: Sean Silverthorne
- 2014
- Working Paper
The Cost of Friendship
By: Paul A. Gompers, Vladimir Mukharlyamov and Yuhai Xuan
We investigate how personal characteristics affect people's desire to collaborate and whether this attraction enhances or detracts from performance in venture capital. We find that venture capitalists who share the same ethnic, educational, or career background are... View Details
Gompers, Paul A., Vladimir Mukharlyamov, and Yuhai Xuan. "The Cost of Friendship." Working Paper, 2014.
- March 2010
- Article
Extreme Governance: An Analysis of Dual-Class Firms in the United States
By: Paul A. Gompers, Joy Ishii and Andrew Metrick
We construct a comprehensive list of dual-class firms in the United States and use this list to analyze the relationship between insider ownership and firm value. Our data have two useful features. First, since dual-class stock separates cash-flow rights from voting... View Details
Gompers, Paul A., Joy Ishii, and Andrew Metrick. "Extreme Governance: An Analysis of Dual-Class Firms in the United States." Review of Financial Studies 23, no. 3 (March 2010).
- 23 Aug 2011
- First Look
First Look: August 23
that exposure to informational advertising can decrease the consumer's tendency to purchase the promoted product. The structural estimates imply that an exposure to a single advertisement decreases the consumer's probability of not choosing her best alternative View Details
Keywords: Sean Silverthorne
- January 2021
- Case
The FIRE Savings Calculator
By: Michael Parzen and Paul Hamilton
This case follows Carol Muñoz, a member of the Financial Independence, Retire Early (FIRE) lifestyle movement. At the age of 45, Carol is considering retiring and living off the $1 million she has accumulated. Using Monte Carlo simulation, Carol forecasts the... View Details
- August 2013
- Case
HgCapital and the Visma Transaction (A)
By: Paul A. Gompers, Karol Misztal and Joris Van Gool
This case concerns the negotiations of a deal by HgCapital, a UK-based private equity firm, to buy Visma, ASA, a Norwegian software company. Visma has received an offer from Sage Group, a strategic acquirer. HgCapital must determine if it wants to bid and how to outbid... View Details
Keywords: Management Buyout; Deal Structuring; Negotiations; Private Equity; Finance; Valuation; Leveraged Buyouts; Negotiation Deal; Negotiation; Strategy; Europe
Gompers, Paul A., Karol Misztal, and Joris Van Gool. "HgCapital and the Visma Transaction (A)." Harvard Business School Case 214-018, August 2013.
- 2022
- Working Paper
Failing Just Fine: Assessing Careers of Venture Capital-backed Entrepreneurs via a Non-wage Measure
By: Natee Amornsiripanitch, Paul Gompers, George Hu, Will Levinson and Vladimir Mukharlyamov
This paper proposes a non-pecuniary measure of career achievement, Seniority. Based on a database of over 5 million resumes, this metric exploits the variation in job titles and how long they take to attain. When non-monetary factors influence career choice, inference... View Details
Keywords: Career Outcomes; Founders; Personal Development and Career; Venture Capital; Entrepreneurship
Amornsiripanitch, Natee, Paul Gompers, George Hu, Will Levinson, and Vladimir Mukharlyamov. "Failing Just Fine: Assessing Careers of Venture Capital-backed Entrepreneurs via a Non-wage Measure." NBER Working Paper Series, No. 30179, June 2022.
- April 2012
- Case
Bayonne Packaging, Inc.
By: Roy D. Shapiro and Paul E. Morrison
A printer and paper converter produces customized packaging used by industrial customers to deliver promotional materials, software, luxury beverages, and gift food and candy. The company specializes in creating innovative packaging solutions for its customers and... View Details
Keywords: Production Controls; Manufacturing; Capacity Analysis; Quality Control; Performance Management; Process Analysis; Quality; Production; Performance Productivity; Performance Capacity; Business Processes; Manufacturing Industry
Shapiro, Roy D., and Paul E. Morrison. "Bayonne Packaging, Inc." Harvard Business School Brief Case 124-420, April 2012.
- March 2012
- Article
New Project? Don't Analyze—Act
By: Leonard A. Schlesinger, Charles F. Kiefer and Paul B. Brown
In a predictable world, getting a new initiative off the ground typically involves analyzing the market, creating a forecast, and writing a business plan. But what about in an unpredictable environment? The authors recommend looking to those who are experts in... View Details
Keywords: Entrepreneurship; Managing Yourself; Project Management; Project Strategy; Risk Management
Schlesinger, Leonard A., Charles F. Kiefer, and Paul B. Brown. "New Project? Don't Analyze—Act." Harvard Business Review 90, no. 3 (March 2012): 154–158.
- 17 Apr 2012
- First Look
First Look: April 17
Participants assigned to recall a purchase made for someone else reported feeling significantly happier immediately after this recollection; most importantly, the happier participants felt, the more likely they were to choose to spend a windfall on someone else in the... View Details
Keywords: Carmen Nobel