Publications

2021
Chapter

Towards a Unified Framework for Fair and Stable Graph Representation Learning

By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik

As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details

Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias

Read Now

October 2008
Case

Hrad Technika

Examines a struggling IT outsourcing project from the perspective of the IT services provider-Hrad Technika. When used in conjunction with "Tegan c.c.c." (9-609-038), it provides an opportunity to see both sides of the issue. When Hrad enters into a contract to create... View Details

Keywords: Experience and Expertise; Globalized Firms and Management; Job Cuts and Outsourcing; Service Delivery; Service Operations; Projects; Information Technology; Wales

07 Jun 2010
Research & Ideas

Improving Brand Recognition in TV Ads

Advertisers pay millions of dollars to air TV ads that, by some estimates, more than a third of viewers skip over with digital VCRs or by switching channels or tuning out altogether. New research by HBS professor Thales S. Teixeira offers a simple, inexpensive solution... View Details

Keywords: by Julia Hanna; Media & Broadcasting; Entertainment & Recreation

October 2018 (Revised May 2019)
Teaching Note

Intuit: Turbo Tax PersonalPro - A Tale of Two Entrepreneurs

By: Joseph Fuller, Shikhar Ghosh and Monica Baraldi

Teaching Note for HBS No. 816-048. The case tells the story of a product manager within Intuit who develops an idea for a new product that spans two of the company's existing business units—professional tax software, sold to accountants, and the consumer focused... View Details

Keywords: Business Units; Business or Company Management; Applications and Software; Accounting; Product Development; Financial Services Industry

05 Oct 2010
Working Paper Summaries

A Positive Approach to Studying Diversity in Organizations

Keywords: by Lakshmi Ramarajan & David Thomas

Research Summary

Is Deposit Insurance a Good Idea, and if so, Who Should Pay for it?

Joint work with Alan Morrison, Saïd Business School, Oxford.

Deposit insurance schemes are becoming increasingly popular around the world and yet there is little understanding... View Details

November 2007 (Revised March 2009)
Case

OppenheimerFunds and Take-Two Interactive (A)

By: Jay W. Lorsch, Andrew Hill and Kaitlyn Simpson

Describes the dilemma faced by Emmanuel Ferreira, a fund manager at OppenheimerFunds. As the largest shareholder and a long-time investor in software publisher Take-Two Interactive, Ferreira contemplates whether or not to get involved with other investors in trying to... View Details

Keywords: Restructuring; Decision Choices and Conditions; Investment; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations

Find at Harvard

Research Summary

Flexibility in Manufacturing Systems

David M. Upton has examined the management of flexibility in manufacturing systems. Although flexibility has become an issue of critical competitive importance in a growing number of industries, it remains an ill-understood concept. The broad use of the term and its... View Details

July 2007 (Revised March 2009)
Case

Berkshire Partners: Purchase of Rival Company (A)

Berkshire Partners, a private equity firm in Boston, was pleased with their recent investment in the Holmes Group, a home comfort consumer electronics company. The portfolio company was exceeding key financial targets and Berkshire Partners was confident that it would... View Details

Keywords: Private Equity; Capital Structure; Decision Choices and Conditions; Investment; Acquisition; Financial Services Industry; Boston

January 2010 (Revised December 2011)
Background Note

A Framework for Ethical Reasoning

By: Sandra J. Sucher and Nien-he Hsieh

A practical framework for evaluating the ethical dimensions of a proposed course of action for managers and executives. View Details

Keywords: Decision Making; Ethics; Values and Beliefs; Framework; Corporate Accountability; Leadership

5 Feb 2013
Conference Presentation

Financing Entrepreneurial Growth

By: Tom Alberg, Andrew A. Bogan, Harold Bradley, Robert D. Cooter, Monika Gruter Cheney, Oliver R. Goodenough, William R. Hambrecht, Frank Hatheway, Thomas F. Hellmann, Marianne Hudson, Jared Konczal, Josh Lerner, Robert E. Litan, Diane Mulcahy, Ramana Nanda, Frank Partnoy, Joe Ratterman, Nava Ravikant, Jay R. Ritter, Alicia Robb, David T. Robinson, Allison Schrager, Barry Silbert, E. R. Sirri, Daniel Stangler and Sharon Vosmek

Despite recent innovations in entrepreneurial finance, particularly at the early stage of business creation, many new and young companies continue to face hurdles to acquire capital.

The Kauffman Foundation addressed current challenges and opportunities in... View Details

Keywords: Finance; Entrepreneurial Finance; Venture Capital; Entrepreneurship; United States