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  • 2023
  • Working Paper

Feature Importance Disparities for Data Bias Investigations

By: Peter W. Chang, Leor Fishman and Seth Neel
It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection... View Details
Keywords: AI and Machine Learning; Analytics and Data Science; Prejudice and Bias
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  • 20 Sep 2011
  • Other Presentation

Harnessing the Power of Capitalism: Creating Shared Value

By: Michael E. Porter
This presentation draws on ideas from Professor Porter's books and articles, in particular, Competitive Strategy (The Free Press, 1980); Competitive Advantage (The Free Press, 1985); "What is Strategy?" (Harvard Business Review, Nov/Dec 1996); and On... View Details
Keywords: Society; United States
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  • 19 Oct 2011
  • Other Presentation

Harnessing the Power of Capitalism: Creating Shared Value

By: Michael E. Porter
This presentation draws on ideas from Professor Porter's books and articles, in particular, Competitive Strategy (The Free Press, 1980); Competitive Advantage (The Free Press, 1985); "What is Strategy?" (Harvard Business Review, Nov/Dec 1996); and On Competition... View Details
Keywords: Society; United States
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  • 2018
  • Simulation

Financial Analysis Simulation: Data Detective

By: Suraj Srinivasan and V.G. Narayanan
In this simulation, students learn to identify typical industry characteristics revealed in financial data. Equipped with an interactive and flexible set of tools, students analyze disguised financials and—using their knowledge of operational practices and reasoning... View Details
Keywords: Financial Analysis; Financial Accounting; Financial Ratios; Accounting; Financial Statements; Analysis
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  • 07 Feb 2007
  • Working Paper Summaries

The Value of Openness in Scientific Problem Solving

Keywords: by Karim R. Lakhani, Lars Bo Jeppesen, Peter A. Lohse & Jill A. Panetta
  • 23 Jun 2010
  • Working Paper Summaries

The Role of Institutional Development in the Prevalence and Value of Family Firms

Keywords: by Raphael Amit, Yuan Ding, Belén Villalonga & Hua Zhang

    The Value of Trading Relationships in Turbulent Times

    Our recent work investigates dealers' trading behavior and pricing strategy in the corporate bond market to shed new light on the role of the network of existing relationships among dealers in shaping the transmission of risk and influencing market liquidity. We show... View Details
    • July 2025
    • Article

    Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

    By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman
    To mitigate information asymmetry about borrowers in developing economies, digital lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details
    Keywords: Informal Economy; Digital Banking; Mobile Phones; Developing Countries and Economies; Mobile and Wireless Technology; AI and Machine Learning; Analytics and Data Science; Credit; Borrowing and Debt; Well-being; Banking Industry; Kenya
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    • Web

    Data Practices - Research Computing Services

    Data Practices Data Tips & Toolkits RCS has compiled an array of packages and tools that can help you with your data wrangling, web scraping, and... View Details
    • March 1994 (Revised June 1999)
    • Background Note

    Real Options: Valuing Managerial Flexibility

    Provides a basic understanding of real options in corporate finance. Traditional discounted cash flow techniques (NPV) do not deal well with managerial flexibility or future response to uncertainty. The value of this flexibility can be significant and is handled well... View Details
    Keywords: Strategy; Capital Budgeting; Corporate Finance
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    • Article

    Considerations of Fairness and Strategy: Experimental Data from Sequential Games

    By: V. Prasnikar and A. E. Roth
    Keywords: Fairness; Strategy; Analytics and Data Science; Games, Gaming, and Gambling
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    • 12 May 2017
    • Panel Discussion

    Impact of Economics of Mutuality on Corporate Governance and Values

    By: Lynn S. Paine
    Related
    • January 2002
    • Case

    Relational Data Models in Enterprise-Level Information Systems

    Provides an overview of some important aspects of the relational data models that underlie today's enterprise-level information technologies, such as enterprise resource planning and customer relationship management. Key concepts covered include relational data and... View Details
    Keywords: Information Technology
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    • 2021
    • Working Paper

    Corporate Environmental Impact: Measurement, Data and Information

    By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
    As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details
    Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation
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    • Article

    Games of Threats

    By: Elon Kohlberg and Abraham Neyman
    A game of threats on a finite set of players, N, is a function d that assigns a real number to any coalition, S ⊆ N, such that d(S) = -d(N\S). A game of threats is not necessarily a coalitional game as it may fail to satisfy the condition d(Ø) = 0. We show that analogs... View Details
    Keywords: Shapley Value; Coalitional Game; Game Theory; Mathematical Methods
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    • Article

    The Decreasing Value of Our Research to Management Education

    By: Jone L. Pearce and Laura Huang
    For centuries we have expected the best teachers also to be scholars. The practice of scholarship should do more than make scholars more humble teachers; scholarship is expected to be more than an activity done for its own sake. Here we present evidence that our... View Details
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    • June 2012
    • Article

    Pricing to Create Shared Value

    By: Marco Bertini and John T. Gourville
    Many companies are in competition with their customers to extract as much value as possible from every transaction. Pricing is their weapon of choice, and consumers fight back by rooting out and disseminating pricing policies that seem unfair. The problem is that... View Details
    Keywords: Pricing; Marketing Strategy; Price; Customer Focus and Relationships; Customer Relationship Management; Value Creation; Fairness
    Related
    • Research Summary

    Creating Corporate Value Added

    By: Joseph L. Bower
    In response to dramatic changes in the business environment--hypercompetition in many traditional industries, short product life cycles, and new competitors based in emerging nations--successful companies have responded by repositioning themselves in the global markets... View Details
    • 27 Feb 2006
    • Research & Ideas

    Corporate Values and Employee Cynicism

    Positive values are a fixture on corporate mission statements these days. But when leaders fail to live up to the values they've articulated, it's a recipe for employee cynicism, according to Sandra Cha and... View Details
    Keywords: by Martha Lagace
    • 26 Oct 2015
    • News

    What’s the Value of a Win in College Athletics?