Publications

November 2017
Teaching Note

Predicting Consumer Tastes with Big Data at Gap

By: Ayelet Israeli and Jill Avery

CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details

June 2006 (Revised September 2006)
Case

Tech Data Corporation

Tech Data is a global supplier of logistics management services and one of the world's largest distributors of information technology equipment. Operational execution is key for the company, which has gross margins in the 5% range. At the end of 2005, the company had... View Details

Keywords: Competition; Information Infrastructure; Operations; Growth and Development Strategy

March 2011
Case

Cash Flow Productivity at PepsiCo: Communicating Value to Retailers

PepsiCo developed a new metric that better measured the value added by Pepsi products than did gross margin, the traditional metric used by retailers to determine shelf space and promotional activity. The new metric, cash flow productivity, captured the value of... View Details

Keywords: Customer Relationship Management; Cash Flow; Measurement and Metrics; Distribution; Performance Productivity; Value Creation; Food and Beverage Industry; Retail Industry

The case discusses the events leading up to the massive data breach at Equifax, one of the three U.S. credit reporting companies, the organizational and governance issues that contributed to the breach, and the consequences of the breach. The case supplement... View Details

November 2023 (Revised March 2024)
Technical Note

Customer Data Privacy

By: Eva Ascarza and Ta-Wei Huang

This note provides an overview of the evolving landscape of customer data privacy in 2023. It highlights two pivotal aspects that make privacy a central concern for businesses: building and maintaining customer trust and navigating the intricate regulatory... View Details

Keywords: Customer Relationship Management; Governance Compliance; Governing Rules, Regulations, and Reforms; Risk and Uncertainty; Reputation; Trust; Information Management; Retail Industry; Technology Industry; Financial Services Industry; Telecommunications Industry; Europe; United States

October 2009
Article

Attracting Flows by Attracting Big Clients

By: Lauren Cohen and Breno Schmidt

We explore a new channel for attracting inflows using a unique dataset of corporate 401(k) retirement plans and their mutual fund family trustees. Families secure substantial inflows by being named the trustee of a 401(k) plan. We find that family trustees... View Details

Keywords: Value; Information; Investment Funds; Stocks; Relationships; Financial Services Industry

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11 May 2021
Working Paper Summaries

Time Dependency, Data Flow, and Competitive Advantage

Keywords: by Ehsan Valavi, Joel Hestness, Marco Iansiti, Newsha Ardalani, Feng Zhu, and Karim R. Lakhani

Web

HBS - Financials | Statement of Activity & Cash Flows

2023 Annual Report From The Dean Key Metrics Financials PDF Downloads Financials From the CFO Financial Highlights Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial... View Details

Fast Answer

Insider Data from Thomson Reuters Ownership Data

href="https://www.library.hbs.edu/Find/Databases/WRDS-Wharton-Research-Data-Services" target="_blank" title="WRDS">WRDS. Please note: Thomson Reuters Ownership data (formerly called Spectrum) is not a clean set View Details

Web

Statement of Activity & Cash Flows | Annual Report 2024

Statement of Activity & Cash Flows All figures shown in millions of dollars for the fiscal year ending June 30. Revenues 2024 2023 2022 MBA Tuition & Fees $ 150 $ 152 $ 137... View Details

July 2001
Technical Note

Technical Note on LBO Valuation (B): The Equity Cash Flow Method of Valuation using CAPM

By: Carliss Y. Baldwin

Explains the equity cash flow method of valuation as it applies to leveraged buyouts. Also explains how to implement the changing cost of equity method using the CAPM. View Details

Keywords: Leveraged Buyouts; Forecasting and Prediction; Cash Flow; Cost of Capital; Equity; Valuation

January 2022
Technical Note

BGIE Macro Data Repository

By: Alberto Cavallo

This technical note describes an up-to-date data repository containing balance of payment, exchange rate, and aggregate macroeconomic data in a standard format used by case studies written by members of the Business, Government & the International Economy (BGIE) group... View Details

Keywords: Macroeconomics

January 2002 (Revised April 2002)
Case

Space Data Corporation

By: Alan D. MacCormack and Jay Wynn

Space Data Corp. plans to partner with the U.S. National Weather Service to place transceivers on weather balloons and thereby create a national mobile communications network. The company is in the late development stages and is planning to launch a regional test that... View Details

Keywords: Wireless Technology; Business Startups; Business Processes; Adaptation; Partners and Partnerships; Opportunities; Telecommunications Industry; Public Administration Industry; United States

Fast Answer

Bonds: data

Where do I find data on bonds? Bloomberg Use the GOVT or CORP yellow keys For yield curves, type FMCI, then hit GO Capital IQ Screening Go to Screening > Fixed Income See Fixed Income section on the lower right hand side to screen by a... View Details

18 Mar 2014
News

The Oz of Data Opens the Curtain

Scott Howe Nineteenth-century Philadelphia retailer John Wanamaker famously said, "Half the money I spend on advertising is wasted; the trouble is I don't know which half." Nearly 150 years later, Scott Howe (MBA 1994), president and CEO View Details

Keywords: Robert S. Benchley; Data Processing, Hosting, and Related Services; Data Processing, Hosting, and Related Services

Article

The Valuation of Cash Flow Forecasts: An Empirical Analysis

By: S. N. Kaplan and R. S. Ruback

Keywords: Valuation; Cash Flow; Forecasting and Prediction; Theory

June 2002 (Revised October 2002)
Background Note

Argentina: Data Supplement, 1990-2002

By: Huw Pill and Ingrid Vogel

Provides basic macroeconomic data for Argentina for the period 1990 through 2002. Covers the period from the adoption of Argentina's currency board to its ultimate demise and beyond. View Details

Keywords: Financial Crisis; Macroeconomics; Argentina

Article

Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data

By: Dean Hyslop and Wilbur Townsend

This article analyzes earnings dynamics and measurement error using a matched longitudinal sample of individuals’ survey and administrative earnings. In line with previous literature, the reported differences are characterized by both persistent and transitory factors.... View Details

Keywords: Earnings Dynamics; Measurement Error; Panel Data; Validation Study; Business Earnings; Measurement and Metrics; Forecasting and Prediction