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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

2020
Working Paper

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

By: Benjami Lockwood, Afras Y. 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; Robust Optimization; Taxation; Income; Policy; Design

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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

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

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

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

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

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

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

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

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

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

28 Jun 2010
HBS Case

Cincinnati Children’s Hospital Medical Center

considered itself to be among the best hospitals in the country, even though it had scant evidence to benchmark its performance against others. But data co-collected by the Cystic Fibrosis Foundation instead showed that the outcome for... View Details

Keywords: by Julia Hanna; Health

July 2014
Case

Thompson Asset Management

By: William Fruhan and John Banko

Thompson Asset Management (TAM) is a small investment advisory and asset management firm in Jacksonville, Florida, with about $100 million in assets under management in two different funds. Since starting the firm in 2009, the CEO and founder Allison Thompson has had a... View Details

Keywords: Small Business; Asset Management; Expansion; Investment Portfolio; Financial Services Industry; Florida

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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July 2024
Article

The Passive-Ownership Share Is Double What You Think It Is

By: Alex Chinco and Marco Sammon

Each time a stock gets added to or dropped from a benchmark index, we ask: “How much money would have to be tracking that index to explain the huge spike in rebalancing volume we observe on reconstitution day?” While index funds held 16% of the US stock market in 2021,... View Details

Keywords: Indexing; Passive Investing; Exchange-traded Funds (ETFs); Russell Reconstitution Day; Trading Volume; Information-based Asset Pricing; Investment Funds; Asset Pricing

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