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2022
Article

OpenXAI: Towards a Transparent Evaluation of Model Explanations

By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju

While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details

Keywords: Measurement and Metrics; Analytics and Data Science

May 2011
Article

Race at the Top: How Companies Shape the Inclusion of African Americans on Their Boards in Response to Institutional Pressures

By: Clayton S. Rose and William T. Bielby

Drawing on institutionalist theory, we conceptualize the racial composition of the boards of directors of large American companies as shaped in response to social and political norms. We use new longitudinal and cross-sectional data to test hypotheses about factors... View Details

Keywords: Leadership; Governing and Advisory Boards; Race; Mathematical Methods; Government and Politics; Public Ownership; United States

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Srikant M. Datar became the eleventh dean of Harvard Business School on 1 January 2021. During his tenure as a faculty member, he served as Senior Associate Dean for University Affairs (including Faculty Chair of the Harvard Innovation Lab), for Research, for... View Details

Keywords: accounting industry; airline; automobiles; banking; biotechnology; communications; consumer products; e-commerce industry; health care; high technology; investment banking industry; management consulting; manufacturing; pharmaceuticals; venture capital industry

23 Oct 2018
First Look

New Research and Ideas, October 23, 2018

Serafeim, George Abstract—Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public... View Details

Keywords: Dina Gerdeman

08 Dec 2015
First Look

December 8, 2015

strength of this greedy signal is normally unobserved, the answer is theoretically unclear, and corresponding empirical evidence is mixed. I overcome this ambiguity by examining individuals for whom the greedy signal strength is likely weak—those with View Details

Keywords: Sean Silverthorne

May 1990 (Revised September 1994)
Background Note

Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information

By: Krishna G. Palepu

Provides a framework that helps explain these real-world observations about accounting and financial statement analysis. When managers have superior information on firms' strategies, and when investors suspect that managers have incentives not to fully disclose this... View Details

Keywords: Financial Reporting; Strategy; Knowledge Management

Educators

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June 2021
Article

Short-Termism, Shareholder Payouts, and Investment in the EU

By: Jesse M. Fried and Charles C.Y. Wang

Investor-driven "short-termism" is said to harm EU public firms' ability to invest for the long term, prompting calls for the EU to better insulate managers from shareholder pressure. But the evidence offered—rising levels of repurchases and dividends—is incomplete and... View Details

Keywords: Short-termism; EU; Payout Policy; Innovation; Investment; Corporate Governance; Investment Return; Acquisition; European Union

SSRN

September 2013
Article

Prizes, Publicity, and Patents: Non-Monetary Awards as a Mechanism to Encourage Innovation

By: Petra Moser and Tom Nicholas

This paper exploits the selection of prize-winning technologies among exhibitors at the Crystal Palace Exhibition in 1851 to examine whether—and how—ex post prizes that are awarded to high-quality innovations may encourage future innovation. U.S. patent data... View Details

Keywords: Prizes; Innovation; Motivation and Incentives; Patents; Innovation and Invention

Frank Nagle is an assistant professor in the Strategy Unit at Harvard Business School. Professor Nagle studies how competitors can collaborate on the creation of core technologies, while still competing on the products and services built on top of them - especially... View Details

03 May 2017
HBS Seminar

Seth Stephens-Davidowitz, The New York Times and Wharton, University of Pennsylvania

2021
Working Paper

Technology Differentiation and Firm Performance

By: Sam Arts, Bruno Cassiman and Jianan Hou

Prior work has extensively studied how investing in R&D and building a technology portfolio relate to superior firm performance. However, the value of a firm’s technology portfolio should also be driven by the degree to which it is more unique and technologically... View Details

Keywords: Technology Portfolio; Differentiation; Competitiveness; Organizations; Technology; Performance; United States

SSRN

February 2023
Article

Nonprofits in Good Times and Bad Times

By: Christine L. Exley, Nils H. Lehr and Stephen J. Terry

Need fluctuates over the business cycle. We conduct a survey revealing a desire for nonprofit activities to countercyclically expand during downturns. We then demonstrate, using comprehensive U.S. nonprofit data drawn from millions of tax returns, that the public's... View Details

Keywords: Nonprofit Organizations; Business Cycles; Philanthropy and Charitable Giving

2017
Working Paper

What Is a Patent Worth? Evidence from the U.S. Patent 'Lottery'

By: Joan Farre-Mensa, Deepak Hegde and Alexander Ljungqvist

We provide evidence on the value of patents to start-ups by leveraging the random assignment of applications to examiners with different propensities to grant patents. Using unique data on all first-time applications filed at the U.S. Patent Office since 2001, we find... View Details

Keywords: Patents; Business Startups; Innovation and Invention

SSRN

November 2006 (Revised November 2007)
Case

EFJ, Inc.

By: Lynda M. Applegate, Ajay Vinze and Mara Vatz

Michael Jalbert plans to transform EFJI, a land mobile radio manufacturer, into a leading radio systems and solutions provider. Taking advantage of new industry standards and the country's increased focus on public safety agencies and homeland security, Jalbert says... View Details

Keywords: Disruptive Innovation; Leading Change; Growth and Development Strategy; Product Positioning; Organizational Change and Adaptation; Competitive Strategy; Expansion

2022
Working Paper

Can a Website Bring Unemployment Down? Experimental Evidence from France

By: Aïcha Ben Dhia, Bruno Crépon, Esther Mbih, Louise Paul-Delvaux, Bertille Picard and Vincent Pons

We evaluate the impact of an online platform giving job seekers tips to improve their search and recommendations of new occupations and locations to target, based on their personal data and labor market data. Our experiment used an encouragement design and was... View Details

Keywords: Online Platform; Digital Platform; Unemployment; Encouragement Design; Job Search; Jobs and Positions; Internet and the Web; Well-being; Outcome or Result; Digital Platforms; France

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