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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

August 17, 2016
Article

How a Cancer Center Rapidly Developed Patient-Centered Outcome Measures

By: Kevin P. Shah, Tracy E. Spinks and Thomas W. Feeley

In 2014, The University of Texas MD Anderson Cancer Center created a streamlined process for developing measure sets for patient-centered outcomes, including provider-generated and patient-reported outcomes, at an accelerated pace. These comprehensive sets are... View Details

Keywords: Information Technology; Measurement and Metrics; Quality; Service Delivery; Health Care and Treatment; Health Industry; Texas

24 Sep 2008
Working Paper Summaries

CEO and CFO Career Penalties to Missing Quarterly Analysts Forecasts

Keywords: by Rick Mergenthaler, Shiva Rajgopal & Suraj Srinivasan

13 Apr 2007
Working Paper Summaries

Incorporating Price and Inventory Endogeneity in Firm-Level Sales Forecasting

Keywords: by Saravanan Kesavan, Vishal Gaur & Ananth Raman; Retail

2021
Article

Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation

By: Benjamin B. Lockwood, Afras Sial and Matthew C. Weinzierl

Economists typically check the robustness of their results by comparing them across plausible ranges of parameter values and model structures. A preferable approach to robustness—for the purposes of policymaking and evaluation—is to design policy that takes these... View Details

Keywords: Optimal Taxation; Income Tax; Social Welfare; Elasticity; Income; Taxation; Policy

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September 2009 (Revised May 2011)
Supplement

Acumen Fund: Measurement in Impact Investing (B)

By: Alnoor Ebrahim and V. Kasturi Rangan

As Acumen Fund, a global venture philanthropy firm, moves forward with an investment portfolio exceeding $22 million, it runs into two critical measurement problems. First, how should it track the performance of each investment when its interest is not just the bottom... View Details

Keywords: Venture Capital; Investment Portfolio; Philanthropy and Charitable Giving; Standards; Corporate Social Responsibility and Impact; Performance Evaluation; Social Enterprise; Competition; Financial Services Industry; Kenya

2020
Working Paper

Best Ideas

By: Miguel Antón, Randolph B. Cohen and Christopher Polk

We ﬁnd that the stocks in which active mutual fund or hedge fund managers display the most conviction towards ex-ante, their “Best ideas,” outperform the market, as well as the other stocks in those managers’ portfolios, by approximately 2.8 to 4.5 percent per year,... View Details

Keywords: Mutual Funds; Managerial Skill; Market Efficiency; Investment Funds; Management; Investment Portfolio; Decision Making

October 2012 (Revised February 2019)
Case

Whaling Ventures

By: Tom Nicholas and Jonas Peter Akins

Whaling was a prominent global industry in the nineteenth century and the United States was dominant. By 1850 there were about 900 whaling ships in the world and 700 of these were American. Rates of return on capital were high compared to benchmark investments, at... View Details

Keywords: Whaling; Organization Design; Entrepreneurship; Venture Capital; Finance; Organizational Design; Industry Growth; History; United States

May 1994
Background Note

Designing Channels of Distribution

By: V. Kasturi Rangan

Presents a framework and a method for addressing the new product channel choice decision. Offers a six-step method that involves: 1) disaggregating and prioritizing a distribution channel by customers' channel function requirements; 2) obtaining and combining... View Details

Keywords: Distribution Channels; Framework; Cost; Customers; Cost vs Benefits; Management

26 Jan 2017
Working Paper Summaries

Relative Performance Benchmarks: Do Boards Get It Right?

Keywords: by Paul Ma, Jee Eun Shin, and Charles C.Y. Wang

September 2020
Case

Drinkworks: Home Bar by Keurig

By: Sunil Gupta, Jonathan Levav and Julia Kelley

In the summer of 2018, Drinkworks CEO Nathaniel Davis needed to make a number of go-to-market decisions ahead of his company’s upcoming product launch. Formed through a joint venture between Keurig Dr. Pepper and Anheuser-Busch InBev, Drinkworks had developed an... View Details

January 2003 (Revised February 2011)
Tool

Business Analysis and Valuation Model (Version 5)

By: Paul M. Healy, Krishna G. Palepu and Jonathan Barnett

Once you enter company financial statements, this software enables you to standardize them to a common format, make any needed adjustments to the company's accounting, and make assumptions about the company's future performance. The model then provides financial ratios... View Details

Keywords: Financial Statements; Standards; Mathematical Methods; Valuation

February 1994 (Revised February 1996)
Case

Union Carbide Corporation: Interest Rate Risk Management

By: Peter Tufano

Union Carbide's board of directors is asked to evaluate a proposal from the staff treasurer's that would articulate policies to manage its debt portfolio. The staff proposes that shareholder value will be maximized if the firm manages its exposure to interest rates by... View Details

Keywords: Risk Management; Interest Rates; Corporate Finance; Chemical Industry

March 2004 (Revised May 2004)
Case

Jack Smith (C): Becoming a Toyota Manager (II)

Jack Smith had a stellar career at Chrysler managing major design teams and manufacturing plants before deciding to join industry leader and benchmark Toyota. It is his first day on the job; what will his orientation entail? Cursory walkthroughs and introductions... View Details

Keywords: Transition; Organizational Structure; Organizational Culture; Personal Development and Career; Manufacturing Industry; Auto Industry

March 2004 (Revised May 2004)
Case

Jack Smith (B): Becoming a Toyota Manager (I)

Jack Smith had a stellar career at Chrysler managing major design teams and manufacturing plants before deciding to join industry leader and benchmark Toyota. It is his first day on the job; what will his orientation entail? Cursory walkthroughs and introductions... View Details

Keywords: Transition; Organizational Structure; Organizational Culture; Personal Development and Career; Manufacturing Industry; Auto Industry

July – August 2008
Article

Buy-Side vs. Sell-Side Analysts' Earnings Forecasts

By: Boris Groysberg, Paul M. Healy and Craig James Chapman

We compare the earnings forecast performance of analysts at a large buy-side firm to that of sell-side analysts. Our tests show that the buy-side firm analysts make more optimistic and less accurate forecasts than their counterparts on the sell-side. These performance... View Details

Keywords: Motivation and Incentives; Business Earnings; Forecasting and Prediction; Performance Effectiveness

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March 1999 (Revised January 2000)
Background Note

A Note on Microeconomics for Strategists

By: Kenneth S. Corts and Jan W. Rivkin

Summarizes the core ideas about the microeconomics of markets that are most relevant to business strategy. Sections I and II develop two basic building blocks of any market, demand and supply. Section II discusses how demand and supply interact to determine the... View Details

Keywords: Microeconomics; Cost; Cost of Capital; Market Entry and Exit; Business Strategy; Competition; Corporate Strategy

Article

The Disintermediation of Financial Markets: Direct Investing in Private Equity

By: Lily Fang, Victoria Ivashina and Josh Lerner

We examine twenty years of direct private equity investments by seven large institutions. These direct investments perform better than public market indices, especially buyout investments and those made in the 1990s. Outperformance by the direct investments, however,... View Details

Keywords: Financial Intermediation; Direct Investment; Co-investment; Private Equity; Entrepreneurship; Financial Markets

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March 2004 (Revised May 2004)
Case

Jack Smith (A): Career Launch at Toyota

Jack Smith had a stellar career at Chrysler managing major design teams and manufacturing plants before deciding to join industry leader and benchmark Toyota. It is his first day on the job; what will his orientation entail? Cursory walkthroughs and introductions... View Details

Keywords: Transition; Organizational Structure; Organizational Culture; Personal Development and Career; Manufacturing Industry; Auto Industry

August 2022
Case

The Spreadsheet

By: Zoë B. Cullen and Alexander J. MacKay

Compensation is the largest expenditure of almost every venture. Getting compensation packages right affects talent acquisition, retention, and profitability. In this case, and accompanying negotiation exercise, students learn strategies and tactics for setting... View Details

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