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  • All HBS Web  (109)
    • News  (10)
    • Research  (90)
    • Events  (2)
  • Faculty Publications  (16)

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  • All HBS Web  (109)
    • News  (10)
    • Research  (90)
    • Events  (2)
  • Faculty Publications  (16)
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  • 2016
  • Article

Penalized Fast Subset Scanning

By: Skyler Speakman, Sriram Somanchi, Edward McFowland III and Daniel B. Neill
We present the penalized fast subset scan (PFSS), a new and general framework for scalable and accurate pattern detection. PFSS enables exact and efficient identification of the most anomalous subsets of the data, as measured by a likelihood ratio scan statistic.... View Details
Keywords: Disease Surveillance; Likelihood Ratio Statistic; Pattern Detection; Scan Statistic; Mathematical Methods
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Speakman, Skyler, Sriram Somanchi, Edward McFowland III, and Daniel B. Neill. "Penalized Fast Subset Scanning." Journal of Computational and Graphical Statistics 25, no. 2 (2016): 382–404. (Selected for “Best of JCGS” invited session by the journal’s editor in chief.)
  • January 2020
  • Article

Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance

By: Ethan Rouen
I develop measures of firm-level pay disparity and examine their relation to firm performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee compensation and... View Details
Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Employees; Wages; Equality and Inequality; Business Ventures; Performance
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Rouen, Ethan. "Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance." Accounting Review 95, no. 1 (January 2020): 343–378.
  • 2017
  • Working Paper

Rethinking Measurement of Pay Disparity and its Relation to Firm Performance

By: Ethan Rouen
I develop measures of firm-level pay disparity and examine their relation to firm accounting performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee... View Details
Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Wages; Equality and Inequality; Business Ventures; Performance
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Rouen, Ethan. "Rethinking Measurement of Pay Disparity and its Relation to Firm Performance." Harvard Business School Working Paper, No. 18-007, July 2017.
  • July 1994 (Revised May 1995)
  • Background Note

Note on Retail Economics

By: David E. Bell
Reviews some elementary statistics on financial ratios that are commonly used to evaluate retailing companies. View Details
Keywords: Economics; Retail Industry
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Bell, David E. "Note on Retail Economics." Harvard Business School Background Note 595-006, July 1994. (Revised May 1995.)
  • January 10, 2022
  • Article

The Link Between Income, Income Inequality, and Prosocial Behavior Around the World: A Multiverse Approach

By: Lucia Macchia and Ashley V. Whillans
The questions of whether high-income individuals are more prosocial than low-income individuals and whether income inequality moderates this effect have received extensive attention. We shed new light on this topic by analyzing a large-scale dataset with a... View Details
Keywords: Prosocial Behavior; Income Inequality; Behavior; Philanthropy and Charitable Giving; Income
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Macchia, Lucia, and Ashley V. Whillans. "The Link Between Income, Income Inequality, and Prosocial Behavior Around the World: A Multiverse Approach." Social Psychology (January 10, 2022): 375–386.
  • 1 Mar 2013 - 2 Mar 2013
  • Conference Presentation

The Value of Flexibility in Baseball Roster Construction

By: Timothy Chan and Douglas S. Fearing
Drawing inspiration from the theory of production flexibility in manufacturing networks, we provide the first optimization-based analysis of the value of positional flexibility (the ability of a player to play multiple positions) for a major league baseball team in the... View Details
Keywords: Risk and Uncertainty; Design; Production; Resource Allocation; Groups and Teams; Adaptation; Sports
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Chan, Timothy, and Douglas S. Fearing. "The Value of Flexibility in Baseball Roster Construction." Paper presented at the MIT Sloan Sports Analytics Conference, Boston, MA, March 1–2, 2013.
  • Spring 2013
  • Article

The Investment Strategies of Sovereign Wealth Funds

By: Shai Bernstein, Josh Lerner and Antoinette Schoar
This paper examines the direct private equity investment strategies across sovereign wealth funds (SWFs) and their relationship to the funds' organizational structures. SWFs seem to engage in a form of trend chasing, since they are more likely to invest at home when... View Details
Keywords: Sovereign Finance; Strategy; Investment Funds
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Bernstein, Shai, Josh Lerner, and Antoinette Schoar. "The Investment Strategies of Sovereign Wealth Funds." Journal of Economic Perspectives 27, no. 2 (Spring 2013): 219–238.
  • November 2021
  • Article

Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data

By: William Herlands, Edward McFowland III, Andrew Gordon Wilson and Daniel B. Neill
Identifying anomalous patterns in real-world data is essential for understanding where, when, and how systems deviate from their expected dynamics. Yet methods that separately consider the anomalousness of each individual data point have low detection power for subtle,... View Details
Keywords: Pattern Detection; Subset Scanning; Gaussian Processes; Mathematical Methods
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Herlands, William, Edward McFowland III, Andrew Gordon Wilson, and Daniel B. Neill. "Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data." Proceedings of Machine Learning Research (PMLR) 84 (2018): 425–434. (Also presented at the 21st International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.)
  • 2019
  • Working Paper

Stewardship Codes and Shareholder Voting on Disputed Ballot Measures

By: Trang T. Nguyen and Charles CY Wang
This study examines the impact of stewardship codes on investor voting behavior in disputed ballot measures-- where ISS's recommendation differs from management's recommendation-- across nine countries. U.S. institutional investors' voting behavior in adopting country... View Details
Keywords: Stewardship Codes; Investment; Voting; Behavior
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Nguyen, Trang T., and Charles CY Wang. "Stewardship Codes and Shareholder Voting on Disputed Ballot Measures." Harvard Business School Working Paper, No. 20-035, September 2019.
  • March 2024
  • Article

Human Capital Affects Religious Identity: Causal Evidence from Kenya

By: Livia Alfonsi, Michal Bauer, Julie Chytilová and Edward Miguel
We study how human capital and economic conditions causally affect the choice of religious denomination. We utilize a longitudinal dataset monitoring the religious history of more than 5,000 Kenyans over 20 years, in tandem with a randomized experiment (deworming) that... View Details
Keywords: Religion; Human Capital; Developing Countries and Economies; Welfare; Kenya
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Alfonsi, Livia, Michal Bauer, Julie Chytilová, and Edward Miguel. "Human Capital Affects Religious Identity: Causal Evidence from Kenya." Art. 103215. Journal of Development Economics 167 (March 2024).
  • 2010
  • Working Paper

From Bench to Board: Gender Differences in University Scientists' Participation in Commercial Science

This paper examines gender differences in the participation of university life science faculty in commercial science. Based on theory and field interviews, we develop hypotheses regarding how scientists' productivity, co-authorship networks, and institutional... View Details
Keywords: Business Startups; For-Profit Firms; Gender Characteristics; Higher Education; Entrepreneurship; Governing and Advisory Boards; Science-Based Business; Nonprofit Organizations; Biotechnology Industry
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Ding, Waverly W., Fiona Murray, and Toby E. Stuart. "From Bench to Board: Gender Differences in University Scientists' Participation in Commercial Science." Harvard Business School Working Paper, No. 11-014, August 2010.
  • 2025
  • Working Paper

Transferability MATTRs: Towards Understanding Antecedents of Strategic Licensing

By: Dafna F. Bearson and Maria P. Roche
This paper examines the antecedents of firms’ decisions to license intellectual property (IP). We propose a conceptual framework emphasizing two critical factors: (1) transferability, which we define as the ease of moving knowledge embodied in inventions across firm... View Details
Keywords: Technological Innovation; Innovation Strategy; Intellectual Property; Value Creation
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Bearson, Dafna F., and Maria P. Roche. "Transferability MATTRs: Towards Understanding Antecedents of Strategic Licensing." Harvard Business School Working Paper, No. 25-042, March 2025.
  • 27 Sep 2011
  • Working Paper Summaries

Salience in Quality Disclosure: Evidence from the U.S. News College Rankings

Keywords: by Michael Luca & Jonathan Smith; Education; Information; Publishing
  • 2018
  • Working Paper

Detecting Anomalies: The Relevance and Power of Standard Asset Pricing Tests

By: Malcolm Baker, Patrick Luo and Ryan Taliaferro
The two standard approaches for identifying capital market anomalies are cross-sectional coefficient tests, in the spirit of Fama and MacBeth (1973), and time-series intercept tests, in the spirit of Jensen (1968). A new signal can pass the first test, which we label a... View Details
Keywords: Investment Management; Anomalies; Portfolio Construction; Transaction Costs; Investment; Management; Asset Pricing; Market Transactions; Cost
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Baker, Malcolm, Patrick Luo, and Ryan Taliaferro. "Detecting Anomalies: The Relevance and Power of Standard Asset Pricing Tests." Working Paper, July 2018.
  • July 31, 2017
  • Article

A Commitment Contract to Achieve Virologic Suppression in Poorly Adherent Patients with HIV/AIDS

By: Marcella Alsan, John Beshears, Wendy S. Armstrong, James J. Choi, Brigitte C. Madrian, Minh Ly T. Nguyen, Carlos Del Rio, David Laibson and Vincent C. Marconi
Objective: Assess whether a commitment contract informed by behavioral economics leads to persistent virologic suppression among HIV-positive patients with poor antiretroviral therapy (ART) adherence. Design: Single-center pilot randomized clinical trial and a... View Details
Keywords: Adherence; Antiretroviral Therapy; Behavioral Economics; Commitment Contract; Financial Incentives; HIV-1 Virologic Suppression; Health Disorders; Motivation and Incentives
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Alsan, Marcella, John Beshears, Wendy S. Armstrong, James J. Choi, Brigitte C. Madrian, Minh Ly T. Nguyen, Carlos Del Rio, David Laibson, and Vincent C. Marconi. "A Commitment Contract to Achieve Virologic Suppression in Poorly Adherent Patients with HIV/AIDS." AIDS 31, no. 12 (July 31, 2017): 1765–1769.
  • Article

Resilience vs. Vulnerability: Psychological Safety and Reporting of Near Misses with Varying Proximity to Harm in Radiation Oncology

By: Palak Kundu, Olivia Jung, Amy C. Edmondson, Nzhde Agazaryan, John Hegde, Michael Steinberg and Ann Raldow
Background
Psychological safety, a shared belief that interpersonal risk taking is safe, is an important determinant of incident reporting. However, how psychological safety affects near-miss reporting is unclear, as near misses contain contrasting cues that... View Details
Keywords: Psychological Safety; Near-miss Reporting; Health Care and Treatment; Safety
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Kundu, Palak, Olivia Jung, Amy C. Edmondson, Nzhde Agazaryan, John Hegde, Michael Steinberg, and Ann Raldow. "Resilience vs. Vulnerability: Psychological Safety and Reporting of Near Misses with Varying Proximity to Harm in Radiation Oncology." Joint Commission Journal on Quality and Patient Safety 47, no. 1 (January 2021): 15–22.
  • August 2016
  • Article

Independent Directors' Dissent on Boards: Evidence from Listed Companies in China

By: Juan Ma and Tarun Khanna
In this paper, we examine the circumstances under which so-called "independent" directors voice their independent views on public boards in a sample of Chinese firms. First, we ask why independent directors dissent, i.e. how they justify such dissent to public... View Details
Keywords: Independent Directors; China; Corporate Governance; Governing and Advisory Boards; China
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Ma, Juan, and Tarun Khanna. "Independent Directors' Dissent on Boards: Evidence from Listed Companies in China." Strategic Management Journal 37, no. 8 (August 2016): 1547–1557.
  • 11 Dec 2007
  • First Look

First Look: December 11, 2007

  Working PapersThe Seer of Wellesley Hills: Roger Babson and the Babson Statistical Organization Author:Walter A. Friedman Abstract Roger Babson was a pioneer of the business-forecasting industry in the United States in the early... View Details
Keywords: Martha Lagace
  • 23 Mar 2010
  • First Look

First Look: March 23

and responding to adverse drug reactions suggests that only government regulators are in a position to integrate case report and statistical analysis. Despite the appeal of fragmented post-market drug safety studies, centralization may be... View Details
Keywords: Martha Lagace
  • 31 Aug 2009
  • Research & Ideas

Why Competition May Not Improve Credit Rating Agencies

issuer's quality of assets, existing liabilities, borrowing history, and overall business performance. Investors depend on the ratings to predict the likelihood of default on financial obligations and the expected repayment in the event... View Details
Keywords: by Martha Lagace; Financial Services
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