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  • Article

Counterfactual Explanations Can Be Manipulated
By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh
Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate...  View Details
Keywords: Machine Learning Models; Counterfactual Explanations
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  • 2021
  • Working Paper

Equilibrium Effects of Pay Transparency
By: Zoë B. Cullen and Bobak Pakzad-Hurson
The public discourse around pay transparency has focused on the direct effect: how workers seek to rectify newly-disclosed pay inequities through renegotiations. The question of how wage-setting and hiring practices of the firm respond in equilibrium has received...  View Details
Keywords: Pay Transparency; Online Labor Market; Privacy; Wage Gap; Negotiation; Corporate Disclosure; Compensation and Benefits; Gender
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  • September–October 2020
  • Article

A New Model for Ethical Leadership
By: Max Bazerman
Rather than try to follow a set of simple rules (“Don’t lie.” “Don’t cheat.”), leaders and managers seeking to be more ethical should focus on creating the most value for society. This utilitarian view, Bazerman argues, blends philosophical thought with business school...  View Details
Keywords: Social Value; Leadership; Moral Sensibility; Ethics; Decision Making; Corporate Social Responsibility and Impact; Society
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  • August 2019
  • Article

When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation
By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,...  View Details
Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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  • 2018
  • Chapter

An Integrated Model of Dynamic Problem Solving within Organizational Constraints
By: Johnathan R. Cromwell, Teresa M. Amabile and Jean-François Harvey
Book Abstract: Rapid technological change, global competition, and economic uncertainty have all contributed to organizations seeking to improve creativity and innovation. Researchers and businesses want to know what factors facilitate or inhibit creativity in a...  View Details
Keywords: Organizations; Problems and Challenges; Creativity
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  • Article

Understanding Boards of Directors: A Systems Perspective
By: Jay W. Lorsch
In this essay, my goal is to explore why, despite the tireless efforts of talented people, research on corporate governance has been slow and uneven, and where that research should turn to next to be most valuable to practitioners. My belief is that the most fruitful...  View Details
Keywords: Corporate Boards; Business Admnistration; Social Systems; Corporate Governance; Governing and Advisory Boards; System
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  • January 2016 (Revised November 2019)
  • Case

Blackstone at Age 30
By: Josh Lerner, John D. Dionne and Amram Migdal
Since its IPO in 2007 and following the global financial crisis, Blackstone largely outpaced its alternative investment firm peers in assets under management, new business launches, profitability, and market capitalization. Under the leadership of Stephen A....  View Details
Keywords: Business Growth and Maturation; Asset Management; Private Equity; Financial Services Industry; New York (city, NY)
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  • March 2013 (Revised October 2013)
  • Case

Corporate Solutions at Jones Lang LaSalle (2001) (A)
By: Ranjay Gulati and Luciana Silvestri
This case describes the strategic and organizational challenges that Jones Lang LaSalle (JLL) faced at the turn of the millennium. Until then, JLL sold piecemeal commercial real estate services to its corporate clients, who maintained relationships with a variety of...  View Details
Keywords: Organizational Structure; Strategy; Integration; Real Estate Industry; North America; South America; Central America
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  • 2013
  • Chapter

Technology and Innovation Management
By: Elizabeth J. Altman, Frank Nagle and Michael Tushman
The goal of this annotated bibliography on technology and innovation is to organize and present the most important literature relevant to a scholar seeking to understand and advance the field. It includes articles that are highly-cited and foundational pieces, as well...  View Details
Keywords: Technology; Technological Change; Innovation Streams; Organizational Evolution; Executive Leadership; Organizational Architecture; Information Technology; Technological Innovation; Innovation and Management; Organizational Change and Adaptation; Leadership; Organizational Design
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  • 2009
  • Book

Boulevard of Broken Dreams: Why Public Efforts to Boost Entrepreneurship and Venture Capital Have Failed and What to Do About It
By: Josh Lerner
In response to the financial crisis, governments are being far more aggressive in intervening to promote economic activity, a trend that shows little tendency of alleviating. This book looks at the experiences of governments in encouraging entrepreneurs and venture...  View Details
Keywords: Economic Growth; Financial Crisis; Entrepreneurship; Venture Capital; Policy; Business and Government Relations
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  • 2008
  • Working Paper

Collaborative Architectures for Innovation
By: Gary P. Pisano and Roberto Verganti
Collaborative innovation has become a hot topic in innovation today. Scholars, consultants, and the business press all urge companies seeking to boost innovative performance to become more "collaborative." Too often, however, companies fail to distinguish among the...  View Details
Keywords: Competency and Skills; Governance Controls; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Social and Collaborative Networks
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  • October 2006 (Revised July 2007)
  • Case

China Resources Corporation (A): 6S Management
By: Dennis Campbell and David Lane
In 2006, Jiang Wei, CFO of China Resources Corporation, was seeking to implement a variety of new management control systems in a complex diversified corporation during a period of rapid economic expansion in mainland China. Instilling efficiency, productivity,...  View Details
Keywords: Accounting; Business Conglomerates; Governance Controls; Balanced Scorecard; Management Systems; Performance Improvement; Business Strategy; China
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  • September 2002 (Revised January 2003)
  • Case

Dimensional Fund Advisors, 2002
By: Randolph B. Cohen
Dimensional Fund Advisors (DFA) is an investment management firm that prides itself on basing its investment strategies on sound academic research. Many of the best-known finance research papers of the past two decades (especially those by Eugene Fama and Kenneth...  View Details
Keywords: Knowledge Use and Leverage; Research; Success; Investment; Financial Services Industry
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  • Research Summary

Overview
By: Laura Huang
Professor Huang examines the micro-foundations of entrepreneurship: the individual-level decision-making processes that influence entrepreneurs’ ability to acquire resources that they need, yet lack, especially financial capital. Deploying a variety of methods from...  View Details

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