Publications

May 1995 (Revised October 1995)
Background Note

Introduction to Cash Flow Valuation Methods

By: Richard S. Ruback

Provides an introduction to three cash flow valuation methods. The three methods differ in their measure of cash flows and the discount rate applied to those cash flows. The names for the three methods correspond to the type of cash flow that is used in the valuation:... View Details

Keywords: Cash Flow; Valuation

02 Aug 2017
Working Paper Summaries

Machine Learning Methods for Strategy Research

Keywords: by Mike Horia Teodorescu

June 1984 (Revised October 1988)
Background Note

Introduction to Cases

By: Benson P. Shapiro

Introduces students and executives to the case method and provides a generalized approach to cases. View Details

Keywords: Cases

2017
Working Paper

Machine Learning Methods for Strategy Research

By: Mike Horia Teodorescu

Numerous applications of machine learning have gained acceptance in the field of strategy and management research only during the last few years. Established uses span such diverse problems as strategic foreign investments, strategic resource allocation, systemic risk... View Details

Keywords: Machine Learning; Natural Language Processing; Classification; Decision Trees; Strategic Decisions; Strategy; Research; Information Technology

SSRN

2019
Chapter

Quantitative and Qualitative Methods in Organizational Research

By: Amy C. Edmondson and Tiona Zuzul

Selecting the appropriate method for a given research question is an essential skill for organizational researchers. High-quality research involves a good fit between the methods used and the nature of the contribution to the literature. This article describes a... View Details

Keywords: Mathematical Methods; Organizations

2008
Chapter

Artistic Methods and Business Disorganization

The idea that artists' work can usefully inform business practice has gained support in recent years. Managers have long described some business activities as "more art than science," but usually they've meant by this that they don't understand the activity and can't... View Details

Keywords: Business or Company Management; Creativity

July 1987 (Revised October 2009)
Background Note

A Method For Valuing High-Risk, Long-Term Investments: The "Venture Capital Method"

By: William A. Sahlman and Daniel R Scherlis

Describes a method for valuing high-risk, long-term investments such as those confronting venture capitalists. The method entails forecasting a future value (e.g., five years from the present) and discounting that terminal value back to the present by applying a high... View Details

Keywords: Forecasting and Prediction; Entrepreneurship; Venture Capital; Investment; Risk Management; Valuation

June 2016
Article

Task Segregation as a Mechanism for Within-Job Inequality: Women and Men of the Transportation Security Administration

By: Curtis K. Chan and Michel Anteby

What could explain inequality within a given job between groups of workers, particularly between women and men? Extant workplace inequality scholarship has largely overlooked as a source for inequality the job’s work content—the actual tasks workers perform. It is... View Details

Keywords: Inequality; Work; Mechanisms And Processes; Stratification; Labor Process; Qualitative Methods (General); Case Method; Field Research; Equality and Inequality; Working Conditions; Gender; Labor; Labor and Management Relations; Air Transportation Industry

Register to Read

2022
Conference Presentation

Towards the Unification and Robustness of Post hoc Explanation Methods

By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju

As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details

Keywords: AI and Machine Learning

2022
Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju

Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details

Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods

September 2013
Case

The Case of the Unidentified Industries—2013

By: Mihir A. Desai, William E. Fruhan Jr. and Elizabeth A. Meyer

Helps students to understand how the characteristics of a business are reflected in its financial statements. This case consists of an exercise in which students are given balance sheet data in percentage form and other selected financial data for companies in 14... View Details

Keywords: Financial Management; Accounting Statements; Ratio Analysis; Financial Statements; Finance

November 1992 (Revised June 1994)
Case

HBS Publishing Group: The Case of the (Electronic) Case

March 2001
Background Note

Valuing the Option Component of Debt and Its Relevance to DCF-Based Valuation Methods

The flows-to-equity or equity cash flows valuation method is a discounted cash flow method used to estimate the equity portion of the capital structure. It is closely related to the venture capital/buyout valuation method, which estimates the IRR of the stream of cash... View Details

Keywords: Cash Flow; Valuation; Equity

April 1961 (Revised April 1986)
Background Note

Case of the Unidentified U.S. Industries, The

Examines the impact of the nature of an industry on: 1) general patterns of the need for funds (asset allocation); 2) the methods of meeting these needs; and 3) the financial results of most firms in the industry. View Details

Keywords: Analysis; Markets; Finance; United States

January 1995 (Revised April 1996)
Background Note

Choreographing a Case Class

By: V. Kasturi Rangan

Compares four different approaches to case teaching: lecturing, theorizing, illustrating, and choreographing a case. Argues the advantages of the "choreography" method from the point of view of students' learning. Concludes with a description of that method and some... View Details

Keywords: Cases

September 2013
Teaching Note

The Case of the Unidentified Industries—2013

By: Mihir A. Desai, William E. Fruhan, Jr. and Elizabeth A. Meyer

Helps students to understand how the characteristics of a business are reflected in its financial statements. This case consists of an exercise in which students are given balance sheet data in percentage form and other selected financial data for companies in 14... View Details

Keywords: Financial Management; Accounting Statements; Ratio Analysis; Financial Statements; Finance

October 1995
Exercise

Venture Capital Method - Valuation Problem Set

By: William A. Sahlman and Andrew S. Janower

Presents a short problem set designed as an introduction to the venture capital method of problem solving. View Details

Keywords: Venture Capital; Valuation