Publications

October 2009
Article

Managing Risk in the New World

By: Robert S. Kaplan, Anette Mikes, Robert Simons, Peter Tufano and Michael Hofmann Jr.

Five experts gathered recently to discuss the future of enterprise risk management: Kaplan, the Baker Foundation Professor at Harvard Business School, who with his colleague David Norton developed the balanced scorecard; Mikes, an assistant professor at HBS who studies... View Details

Keywords: Forecasting and Prediction; Financial Crisis; Capital Structure; Job Cuts and Outsourcing; Risk Management

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November, 2016
Article

Fixing Discrimination in Online Marketplaces

By: Ray Fisman and Michael Luca

Online marketplaces such as eBay, Uber, and Airbnb have the potential to reduce racial, gender, and other forms of bias that affect the off-line world. And in the early days of Internet commerce, the relative anonymity of transactions did make it harder for... View Details

Keywords: Prejudice and Bias; Digital Platforms; Internet and the Web; Race; Gender

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Article

Algorithms Need Managers, Too

By: Michael Luca, Jon Kleinberg and Sendhil Mullainathan

Algorithms are powerful predictive tools, but they can run amok when not applied properly. Consider what often happens with social media sites. Today many use algorithms to decide which ads and links to show users. But when these algorithms focus too narrowly on... View Details

Keywords: Machine Learning; Algorithms; Predictive Analytics; Management; Big Data; Analytics and Data Science

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14 May 2013
First Look

First Look: May 14

Promoting Political Mobilization By: Short, Jodi L., and Michael W. Toffel Abstract—Codes of conduct indicate that working conditions are improving overall at the factories being monitored by multinational... View Details

Keywords: Sean Silverthorne

May 2013 (Revised March 2014)
Case

Hubei Lantian (A)

By: David F. Hawkins, Michael Shih-Ta Chen and Nancy Hua Dai

Emily Wang, an analyst with Future Securities, a Shanghai-based investment firm, is given the task of making stock purchase recommendations to her supervisor from a number of Chinese common stocks. One stock in particular, Hubei Lantian Co., Ltd. (Hubei Lantian),... View Details

Keywords: Financial Analysis; Ratio Analysis

Educators

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2024
Working Paper

The Cram Method for Efficient Simultaneous Learning and Evaluation

By: Zeyang Jia, Kosuke Imai and Michael Lingzhi Li

We introduce the "cram" method, a general and efficient approach to simultaneous learning and evaluation using a generic machine learning (ML) algorithm. In a single pass of batched data, the proposed method repeatedly trains an ML algorithm and tests its empirical... View Details

Keywords: AI and Machine Learning

20 Nov 2012
First Look

First Look: November 20

their increased tendency to behave fairly. Read the paper: http://www.people.hbs.edu/mnorton/shaw et al.pdf Robust Enforcement Should Complement Voluntary Regulation Authors:Jodi L. Short and Michael W. Toffel Publication:Georgetown... View Details

Keywords: Sean Silverthorne

9 May 2011 - 11 May 2011
Conference Presentation

How Firms Respond to Mandatory Information Disclosure

By: Anil Doshi, Michael Toffel and Glen W. S. Dowell

When new institutional pressures arise, which organizations are particularly likely to resist or acquiesce? When subjected to new information disclosure mandates, an increasingly popular form of market-based government regulation, which types of organizations are... View Details

Keywords: Corporate Disclosure; Governing Rules, Regulations, and Reforms; Environmental Regulation; Corporate Social Responsibility and Impact; Organizational Change and Adaptation

02 Jul 2013
First Look

First Look: July 2

capture important information seemingly ignored by the market. A long-short portfolio based on these legislators' views earns abnormal returns of over 90 basis points per month following the passage of legislation. Industries that we... View Details

Keywords: Anna Secino

Article

Models of Best Practice in Integrated Reporting 2015

By: Robert G. Eccles, Michael P. Krzus and Sydney Ribot

In March of 2015, the authors reviewed the integrated reports of 25 multinational companies that participated in the International Integrated Reporting Council's (IIRC's) Pilot Programme Business Network. Because it was not until December 2013 that companies had any... View Details

Keywords: Integrated Reporting; Integrated Corporate Reporting