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- All HBS Web
(7,844)
- People (3)
- News (1,355)
- Research (4,975)
- Events (123)
- Multimedia (55)
- Faculty Publications (3,412)
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- February 1999 (Revised June 2003)
- Exercise
"Shad" Process Flow Design (C)
By: Roy D. Shapiro
Provides detailed instructions to prepare for factory demonstration day. A rewritten version of an earlier exercise. View Details
Keywords: Production
Shapiro, Roy D. "Shad" Process Flow Design (C). Harvard Business School Exercise 699-145, February 1999. (Revised June 2003.)
- Article
Core Earnings: New Data and Evidence
By: Ethan Rouen, Eric C. So and Charles C.Y. Wang
Using a novel dataset, we show that components of firms' GAAP earnings stemming from ancillary business activities or transitory shocks are significant in frequency and magnitude. These components have grown over time and are dispersed across various sections of the... View Details
Keywords: Core Earnings; Transitory Earnings; Non-operating Earnings; Quantitative Disclosures; Equity Valuation; Big Data; Business Earnings; Financial Reporting; Valuation; Analytics and Data Science
Rouen, Ethan, Eric C. So, and Charles C.Y. Wang. "Core Earnings: New Data and Evidence." Journal of Financial Economics 142, no. 3 (December 2021): 1068–1091.
- February 1996 (Revised August 1998)
- Exercise
Process Flow Design Exercise (C)
Provides detailed instructions for auditors to help them prepare for the factory demonstration day. Each audit position is described and a time line outlining responsibilities for the four phases of the simulation is provided. View Details
Keywords: Business Processes
Hammond, Janice H. "Process Flow Design Exercise (C)." Harvard Business School Exercise 696-085, February 1996. (Revised August 1998.)
- Article
The Valuation of Cash Flow Forecasts: An Empirical Analysis
By: S. N. Kaplan and R. S. Ruback
Kaplan, S. N., and R. S. Ruback. "The Valuation of Cash Flow Forecasts: An Empirical Analysis." Journal of Finance 50, no. 4 (September 1995).
- 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
MacCormack, Alan D., and Jay Wynn. "Space Data Corporation." Harvard Business School Case 602-121, January 2002. (Revised April 2002.)
- 2021
- Chapter
Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success
By: Karen G. Mills and Annie Dang
Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details
Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science
Mills, Karen G., and Annie Dang. "Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success." In Big Data in Small Business, edited by Carsten Lund Pedersen, Adam Lindgreen, Thomas Ritter, and Torsten Ringberg. Edward Elgar Publishing, 2021.
- 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
Keywords: Brands; Brand ＆ Product Management; Big Data; ＂Marketing Analytics＂; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
- 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
Pill, Huw, and Ingrid Vogel. "Argentina: Data Supplement, 1990-2002." Harvard Business School Background Note 702-094, June 2002. (Revised October 2002.)
- 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
Solomon, David H., Eugene F. Soltes, and Denis Sosyura. "Winners in the Spotlight: Media Coverage of Fund Holdings as a Driver of Flows." Journal of Financial Economics 113, no. 1 (July 2014): 53–72.
- 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
Upton, David M., and Bradley R. Staats. "Tech Data Corporation." Harvard Business School Case 606-060, June 2006. (Revised September 2006.)
- 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
Becker, Bo, and Jagadeesh Sivadasan. "The Effect of Financial Development on the Investment Cash Flow Relationship: Cross-Country Evidence from Europe." Art. 43. B.E. Journal of Economic Analysis & Policy 10, no. 1 (2010).
- 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
Srinivasan, Suraj, Quinn Pitcher, and Jonah S. Goldberg. "Data Breach at Equifax." Harvard Business School Case 118-031, October 2017. (Revised April 2019.)
- 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
Ascarza, Eva, and Ta-Wei Huang. "Customer Data Privacy." Harvard Business School Technical Note 524-005, November 2023. (Revised March 2024.)
- 11 May 2021
- Working Paper Summaries
Time Dependency, Data Flow, and Competitive Advantage
- May 1983 (Revised December 1987)
- Case
Technical Data Corp.
Describes a decision confronting the president of a small company about selling some or all of the shares in his company to another firm. Technical Data Corp. provides analytical services to professional bond market traders over a system of computer terminals operated... View Details
Keywords: Stocks; Entrepreneurship; Business Startups; Internet and the Web; Information Infrastructure; Mobile and Wireless Technology; Valuation; Negotiation Tactics; Mergers and Acquisitions; Corporate Strategy; Horizontal Integration; Information Industry; Service Industry
Sahlman, William A. "Technical Data Corp." Harvard Business School Case 283-072, May 1983. (Revised December 1987.)
- 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
Cavallo, Alberto. "BGIE Macro Data Repository." Harvard Business School Technical Note 722-037, January 2022. (Access the Data Repository here: https://sites.harvard.edu/bgie-data/.)
- 2007
- Chapter
Informational Complexity and the Flow of Knowledge across Social Boundaries
By: Lee Fleming, J. Rivkin and O. Sorenson
- 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
Hyslop, Dean, and Wilbur Townsend. "Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data." Journal of Business & Economic Statistics 38, no. 2 (2020).
- 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
Martinez Jerez, F. Asis, and Lisa Brem. "Cash Flow Productivity at PepsiCo: Communicating Value to Retailers." Harvard Business School Case 111-069, March 2011.
- July 2001
- Technical Note
Technical Note on LBO Valuation (B): The Equity Cash Flow Method of Valuation using CAPM
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
Baldwin, Carliss Y. "Technical Note on LBO Valuation (B): The Equity Cash Flow Method of Valuation using CAPM." Harvard Business School Technical Note 902-005, July 2001.