Publications

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

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

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

October 2017 (Revised April 2019)
Case

Data Breach at Equifax

By: Suraj Srinivasan, Quinn Pitcher and Jonah S. Goldberg

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 provides... View Details

Keywords: Safety; Information Management; Cybersecurity; Technology Industry; United States

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

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

Statement of Activity & Cash Flows - Financial Report 2015

Financials Statement of Activity & Cash Flows Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial Information... 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

July 2014
Article

Winners in the Spotlight: Media Coverage of Fund Holdings as a Driver of Flows

By: David H. Solomon, Eugene F. Soltes and Denis Sosyura

We show that media coverage of mutual fund holdings affects how investors allocate money across funds. Controlling for fund performance, fund holdings with high past returns attract extra flows only if these stocks were recently featured in major newspapers. In... View Details

Keywords: Prejudice and Bias; Media; Investment Funds; Financial Services Industry

SSRN

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

2010
Article

The Effect of Financial Development on the Investment Cash Flow Relationship: Cross-Country Evidence from Europe

We investigate financing constraints in a large cross-country data set covering most of the European economy. Firm-level investment sensitivity to cash flow is used to identify financing constraints. We find that the sensitivities are significantly positive, on... View Details

Keywords: Growth and Development; Development Economics; Investment; Cash Flow; Cross-Cultural and Cross-Border Issues; Relationships; Economy; Financial Markets; Business Subsidiaries; Capital Markets; Assets; Financing and Loans; Europe

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

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

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

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

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

Teaching Interest

Data Science for Managers

By: Dennis Campbell

Data science has become the new language of business. Many roles across the enterprise in finance, marketing, human resources, operations, innovation, and strategy now rely heavily on data science for important managerial decisions. Given the increasing ubiquity and... View Details

2007
Chapter

Informational Complexity and the Flow of Knowledge across Social Boundaries

By: Lee Fleming, J. Rivkin and O. Sorenson

Keywords: Complexity; Boundaries; Information Management; Knowledge Dissemination