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  • All HBS Web  (1,659)
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  • 2015
  • Working Paper

The Probability of Rare Disasters: Estimation and Implications

By: Emil Siriwardane
I analyze a rare disasters economy that yields a measure of the risk neutral probability of a macroeconomic disaster, p*t. A large panel of options data provides strong evidence that p*t is the single factor driving option-implied jump risk measures in the cross... View Details
Keywords: Financial Markets; Forecasting and Prediction; Financial Crisis; Macroeconomics
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Siriwardane, Emil. "The Probability of Rare Disasters: Estimation and Implications." Harvard Business School Working Paper, No. 16-061, November 2015.
  • Research Summary

What Makes the Bonding Stick? A Natural Experiment Involving the U.S. Supreme Court and Cross-Listed Firms

On March 29, 2010, the U.S. Supreme Court signaled its intention to geographically limit the reach of the U.S.securities antifraud regime and thus differentially exclude U.S.-listed foreign firms from the ambit of formal U.S.antifraud enforcement.  We exploit this... View Details

Keywords: Cross-listing; Corporate Governance; Civil Liability; Bonding
  • 2025
  • Working Paper

Private Equity and Workers: Modeling and Measuring Monopsony, Implicit Contracts, and Efficient Reallocation

By: Kyle Herkenhoff, Josh Lerner, Gordon M. Phillips, Francisca Rebelo and Benjamin Sampson
We measure the real effects of private equity buyouts on worker outcomes by building a new database that links transactions to matched employer-employee data in the United States. To guide our empirical analysis, we derive testable implications from three theories in... View Details
Keywords: Monopsony; Market Power; Productivity; Private Equity; Employment; Wages; Employees
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Herkenhoff, Kyle, Josh Lerner, Gordon M. Phillips, Francisca Rebelo, and Benjamin Sampson. "Private Equity and Workers: Modeling and Measuring Monopsony, Implicit Contracts, and Efficient Reallocation." Harvard Business School Working Paper, No. 25-046, March 2025. (Revised June 2025.)
  • April 2017
  • Article

The Effectiveness of U.S. Energy Efficiency Building Labels

By: Omar Isaac Asensio and Magali A Delmas
Information programs are promising strategies to encourage investments in energy efficiency in commercial buildings. However, the realized effectiveness of these programs has not yet been estimated on a large scale. Here we take advantage of a large sample of monthly... View Details
Keywords: Energy Conservation; Green Building; Energy Policy
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Asensio, Omar Isaac, and Magali A Delmas. "The Effectiveness of U.S. Energy Efficiency Building Labels." Art. 17033. Nature Energy 2, no. 4 (April 2017).
  • March 2008
  • Article

Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions

By: Alvin E. Roth
The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and, indirectly, by raising new theoretical questions. Deferred acceptance... View Details
Keywords: History; Market Design; Labor; System; Practice; Performance; Theory; Boston; New York (city, NY)
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Roth, Alvin E. "Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions." Prepared for Gale's Feast: A Day in Honor of the 85th Birthday of David Gale International Journal of Game Theory 36, nos. 3-4 (March 2008): 537–569.
  • Forthcoming
  • Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche
We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science (forthcoming). (Pre-published online March 7, 2025.)
  • November–December 2024
  • Article

Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing

By: Kirk Bansak and Elisabeth Paulson
This study proposes two new dynamic assignment algorithms to match refugees and asylum seekers to geographic localities within a host country. The first, currently implemented in a multi-year pilot in Switzerland, seeks to maximize the average predicted employment... View Details
Keywords: AI and Machine Learning; Refugees; Geographic Location; Employment
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Bansak, Kirk, and Elisabeth Paulson. "Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing." Operations Research 72, no. 6 (November–December 2024): 2375–2390.
  • November–December 2023
  • Article

Look the Part? The Role of Profile Pictures in Online Labor Markets

By: Isamar Troncoso and Lan Luo
Profile pictures are a key component of many freelancing platforms, a design choice that can impact hiring and matching outcomes. In this paper, we examine how appearance-based perceptions of a freelancer’s fit for the job (i.e., whether a freelancer "looks the part"... View Details
Keywords: Freelancers; Gig Workers; Demographics; Prejudice and Bias; Selection and Staffing; Jobs and Positions; Analytics and Data Science
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Troncoso, Isamar, and Lan Luo. "Look the Part? The Role of Profile Pictures in Online Labor Markets." Marketing Science 42, no. 6 (November–December 2023): 1080–1100.
  • Article

Diversity Thresholds: How Social Norms, Visibility, and Scrutiny Relate to Group Composition

By: Edward H. Chang, Katherine L. Milkman, Dolly Chugh and Modupe Akinola
Across a field study and four experiments, we examine how social norms and scrutiny affect decisions about adding members of underrepresented populations (e.g., women, racial minorities) to groups. When groups are scrutinized, we theorize that decision makers strive to... View Details
Keywords: Social Norms; Impression Management; Groups and Teams; Governing and Advisory Boards; Diversity; Gender; Decision Making
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Chang, Edward H., Katherine L. Milkman, Dolly Chugh, and Modupe Akinola. "Diversity Thresholds: How Social Norms, Visibility, and Scrutiny Relate to Group Composition." Academy of Management Journal 62, no. 1 (February 2019): 144–171.
  • July 2020
  • Case

PeopleAnswers (A): People Analytics

By: Daniel P. Gross and Christian Godwin
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
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Gross, Daniel P., and Christian Godwin. "PeopleAnswers (A): People Analytics." Harvard Business School Case 720-432, July 2020.
  • 2009
  • Working Paper

Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets.

By: Francois Brochet, Gregory S. Miller and Suraj Srinivasan
We examine the importance of professional relationships developed between analysts and managers by investigating analyst coverage decisions in the context of CEO and CFO moves between publicly listed firms. We find that top executive moves from an origin firm to a... View Details
Keywords: Business and Stakeholder Relations; Capital Markets; Decisions; Managerial Roles; Financial Institutions; Investment; Market Participation; Public Ownership; Relationships
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Brochet, Francois, Gregory S. Miller, and Suraj Srinivasan. "Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets." American Accounting Association Financial Accounting and Reporting Section Paper, August 2009. (Forthcoming, The Accounting Review, March 2014.)
  • December 2005 (Revised August 2006)
  • Case

Bloemenveiling Aalsmeer

By: Felix Oberholzer-Gee, Vincent Marie Dessain, Daniela Beyersdorfer and Anders Sjoman
The Dutch "Verenigde Bloemenveiling Aalsmeer Cooperative" (VBA) was on of the world's largest flower exchanges. Around 6,300 flower growers, one half of them located in the Netherlands, used the auction to sell cut flowers and plants to more than 1,000 wholesalers. In... View Details
Keywords: Auctions; Bids and Bidding; Trade; Market Entry and Exit; Financial Markets; Segmentation; Agriculture and Agribusiness Industry; Netherlands
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Oberholzer-Gee, Felix, Vincent Marie Dessain, Daniela Beyersdorfer, and Anders Sjoman. "Bloemenveiling Aalsmeer." Harvard Business School Case 706-441, December 2005. (Revised August 2006.)
  • 2019
  • Working Paper

The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details
Keywords: E-commerce; Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Consumer Behavior; Price; Search Technology
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Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Harvard Business School Working Paper, No. 19-080, January 2019.
  • June 2013
  • Case

Olympic Rent-A-Car U.S.: Customer Loyalty Battles

By: John Deighton and James T. Kindley
The marketing and operations managers for Olympic Rent-A-Car meet to decide how to respond to changes in the loyalty rewards program at the market-leading competitor. The competitor's program gives awards based on dollars spent instead of days rented and eliminates... View Details
Keywords: Customer Relationship Management; Competitive Strategy; Marketing; Operations; Auto Industry; Service Industry
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Deighton, John, and James T. Kindley. "Olympic Rent-A-Car U.S.: Customer Loyalty Battles." Harvard Business School Brief Case 913-568, June 2013.
  • 2008
  • Working Paper

Modern Management: Good for the Environment or Just Hot Air?

By: Nicholas Bloom, Christos Genakos, Ralf Martin and Raffaella Sadun
We use an innovative methodology to measure management practices in over 300 manufacturing firms in the UK. We then match this management data to production and energy usage information for establishments owned by these firms. We find that establishments in better... View Details
Keywords: Energy Conservation; Management Practices and Processes; Performance Productivity; Environmental Sustainability; Pollutants; Manufacturing Industry; United Kingdom
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Bloom, Nicholas, Christos Genakos, Ralf Martin, and Raffaella Sadun. "Modern Management: Good for the Environment or Just Hot Air?" NBER Working Paper Series, No. 14394, October 2008.
  • April–May 2021
  • Article

The Influence of Loan Officers on Loan Contract Design and Performance

By: Robert Bushman, Janet Gao, Xiumin Martin and Joseph Pacelli
We investigate the extent to which loan officers generate independent, individual effects on the design and performance of syndicated loans. We construct a large database containing the identities of loan officers involved in structuring syndicated loan deals, allowing... View Details
Keywords: Loan Officers; Covenants; Interest Spreads; Syndicated Loans; Banks and Banking; Financing and Loans; Design; Performance
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Bushman, Robert, Janet Gao, Xiumin Martin, and Joseph Pacelli. "The Influence of Loan Officers on Loan Contract Design and Performance." Journal of Accounting & Economics 71, nos. 2-3 (April–May 2021).
  • January 2020
  • Article

Compensation Consultants and the Level, Composition, and Complexity of CEO Pay

By: Kevin J. Murphy and Tatiana Sandino
We provide fresh evidence regarding the relation between compensation consultants and CEO pay. First, firms that employ consultants have higher-paid CEOs—this result is robust to firm fixed effects and matching on economic and governance variables. Second, while this... View Details
Keywords: Consultants; Benchmarking; Incentive Pay; Executive Compensation; Complexity; Motivation and Incentives; Governance
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Murphy, Kevin J., and Tatiana Sandino. "Compensation Consultants and the Level, Composition, and Complexity of CEO Pay." Accounting Review 95, no. 1 (January 2020): 311–341.
  • July–August 2018
  • Article

Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

By: Frank Nagle
As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by... View Details
Keywords: Open Source Distribution; Applications and Software; Competitive Strategy; Learning; Competitive Advantage
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Nagle, Frank. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods." Organization Science 29, no. 4 (July–August 2018): 569–587.
  • 2019
  • Working Paper

Compensation Consultants and the Level, Composition, and Complexity of CEO Pay

By: Kevin J. Murphy and Tatiana Sandino
We provide fresh evidence regarding the relation between compensation consultants and CEO pay. First, firms that employ consultants have higher-paid CEOs—this result is robust to firm fixed effects and matching on economic and governance variables. Second, while this... View Details
Keywords: Consultants; Benchmarking; Incentive Pay; Executive Compensation; Complexity; Motivation and Incentives; Governance
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Murphy, Kevin J., and Tatiana Sandino. "Compensation Consultants and the Level, Composition, and Complexity of CEO Pay." Harvard Business School Working Paper, No. 18-027, September 2017. (Revised March 2019. Accepted and forthcoming at The Accounting Review.)
  • 14 Nov 2011
  • Working Paper Summaries

The Impact of Corporate Sustainability on Organizational Process and Performance

Keywords: by Robert G. Eccles, Ioannis Ioannou & George Serafeim; Accounting
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