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  • All HBS Web  (7,879)
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    • News  (1,360)
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  • July 2005
  • Article

The Consequences of Labor Market Flexibility: Panel Evidence Based on Survey Data

By: Rafael Di Tella and Robert MacCulloch
We introduce a new data set on hiring and firing restrictions for 21 OECD countries for the period 1984 –1990. The data are based on surveys of business people in the countries covered, so the indices we use are subjective in nature. Controlling for country and time... View Details
Keywords: Job Security Provisions; Subjective Data; Unemployment; Employment; Labor; Markets; Data and Data Sets
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Di Tella, Rafael, and Robert MacCulloch. "The Consequences of Labor Market Flexibility: Panel Evidence Based on Survey Data." European Economic Review 49, no. 5 (July 2005): 1225–59.
  • 20 Oct 2016
  • Working Paper Summaries

Global Talent Flows

Keywords: by Sari Pekkala Kerr, William R. Kerr, Çağllar Özden, and Christopher Parsons
  • March 1996 (Revised February 2002)
  • Case

Portfolio Capital Flows to Emerging Markets

By: Huw Pill
Presents some data showing the magnitude, direction, and composition of capital flows to less developed countries (the so-called emerging markets) in the period 1990-1995. Some potential explanations for these flows are discussed. A number of policy responses to the... View Details
Keywords: International Finance; Emerging Markets; Policy; Capital; Developing Countries and Economies
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Pill, Huw. "Portfolio Capital Flows to Emerging Markets." Harvard Business School Case 796-129, March 1996. (Revised February 2002.)
  • September 1992 (Revised September 1992)
  • Case

Northrop Corporation: Statement of Cash Flow

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Wilson, G. Peter. "Northrop Corporation: Statement of Cash Flow." Harvard Business School Case 193-026, September 1992. (Revised September 1992.)
  • October 2005 (Revised February 2010)
  • Background Note

Calculating Free Cash Flows

By: Robin Greenwood and David S. Scharfstein
Outlines the mechanics of calculating free cash flows from historical and proforma financial statements. Focuses on the mechanical process of transforming numbers from financial forecasts into cash flows. View Details
Keywords: Financial Statements; Forecasting and Prediction; Cash Flow; Mathematical Methods
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Greenwood, Robin, and David S. Scharfstein. "Calculating Free Cash Flows." Harvard Business School Background Note 206-028, October 2005. (Revised February 2010.)
  • February 2021 (Revised February 2021)
  • Background Note

eGrocery and the Role of Data for CPG Firms

By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin
This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, Fedor (Ted) Lisitsyn, and Mark A. Irwin. "eGrocery and the Role of Data for CPG Firms." Harvard Business School Background Note 521-077, February 2021. (Revised February 2021.)
  • 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
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Ruback, Richard S. "Introduction to Cash Flow Valuation Methods." Harvard Business School Background Note 295-155, May 1995. (Revised October 1995.)
  • winter 1996
  • Article

The Market Pricing of Cash Flow Forecasts: Discounted Cash Flow vs. the Method of Comparables

By: S. N. Kaplan and R. S. Ruback
Keywords: Price; Cash Flow; Forecasting and Prediction
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Kaplan, S. N., and R. S. Ruback. "The Market Pricing of Cash Flow Forecasts: Discounted Cash Flow vs. the Method of Comparables." Journal of Applied Corporate Finance 8, no. 4 (winter 1996): 45–60.
  • 12 May 2020
  • Working Paper Summaries

Elusive Safety: The New Geography of Capital Flows and Risk

Keywords: by Laura Alfaro, Ester Faia, Ruth Judson, and Tim Schmidt-Eisenlohr
  • January 2021 (Revised May 2021)
  • Case

Amazon Shopper Panel: Paying Customers for Their Data

By: Eva Ascarza and Ayelet Israeli
This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers’ privacy in the digital age, the value of customers’ own... View Details
Keywords: Data Analytics; Data Privacy; Data Management; "Marketing Analytics"; Marketing Communication; Marketing Research; Data-driven Management; E-Commerce Strategy; Ethical Decision Making; CRM; Consumer Protection; Targeted Advertising; Targeted Policies; Data Ownership; Marketing; Research; Marketing Communications; Analytics and Data Science; Management; Customer Relationship Management; Ethics; E-commerce; Retail Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Amazon Shopper Panel: Paying Customers for Their Data." Harvard Business School Case 521-058, January 2021. (Revised May 2021.)
  • June 2002
  • Background Note

Note on the Equivalency of Methods for Discounting Cash Flows

By: William E. Fruhan Jr.
Uses a numerical example to demonstrate that when you discount the cash flows to capital from a project at the weighted average cost of capital, you get same net present value result as you obtain when discounting the cash flows to equity at the cost of equity. Also... View Details
Keywords: Capital Structure; Cash Flow; Cost of Capital; Equity; Valuation
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Fruhan, William E., Jr. "Note on the Equivalency of Methods for Discounting Cash Flows." Harvard Business School Background Note 202-128, June 2002.
  • 2025
  • Working Paper

Performance Capital Flows in DC Pensions

By: Bryan Gutierrez Cortez, Victoria Ivashina and Juliana Salomao
Are defined contribution (DC) pension funds' capital flows sensitive to performance? We examine pressures from individual account holders who can switch their pension managers. Using novel data on retirement accounts for nearly 10 million individuals, we analyze... View Details
Keywords: Investment Funds; Retirement; Risk and Uncertainty; Financial Management; Investment Portfolio; Financial Services Industry
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Gutierrez Cortez, Bryan, Victoria Ivashina, and Juliana Salomao. "Performance Capital Flows in DC Pensions." NBER Working Paper Series, No. 33693, April 2025.
  • June 2018 (Revised January 2019)
  • Background Note

Visualizing Data & Effective Communication

By: Srikant M. Datar and Caitlin N. Bowler
This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3... View Details
Keywords: Data Visualization; Graphical Guidelines; Charts; Analytics and Data Science; Communication
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Datar, Srikant M., and Caitlin N. Bowler. "Visualizing Data & Effective Communication." Harvard Business School Background Note 118-114, June 2018. (Revised January 2019.)
  • November 2018
  • Case

Sportradar (A): From Data to Storytelling

By: Ramon Casadesus-Masanell, Karen Elterman and Oliver Gassmann
In 2013, the Swiss sports data company Sportradar debated whether to expand from its core business of data provision to bookmakers into sports media products. Sports data was becoming a commodity, and in the future, sports leagues might reduce their dependence on... View Details
Keywords: Sports Data; Data; Sport; Sportradar; Football; Soccer; Gambling; Betting; Betting Markets; Statistics; Odds; Live Data; Bookmakers; Betradar; Visualization; Integrity; Monitoring; Gaming; Streaming; 2013; St.Gallen; Algorithm; Mathematical Modeling; Carsten Koerl; Betandwin; Bwin; Wagering; Probability; Sports; Analytics and Data Science; Mathematical Methods; Games, Gaming, and Gambling; Transition; Strategy; Media; Sports Industry; Technology Industry; Information Technology Industry; Media and Broadcasting Industry; Europe; Switzerland; Asia; Austria; Germany; England
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Casadesus-Masanell, Ramon, Karen Elterman, and Oliver Gassmann. "Sportradar (A): From Data to Storytelling." Harvard Business School Case 719-429, November 2018.
  • November 1994 (Revised January 1995)
  • Background Note

A Note on Capital Cash Flow Valuation

By: Richard S. Ruback
Presents the capital cash flow method for valuing risky cash flows. In this method cash flows are calculated to include the benefits of interest tax shields. In a capital structure, with just ordinary debt and common equity, capital cash flows equal the flows available... View Details
Keywords: Capital; Cash Flow; Valuation
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Ruback, Richard S. "A Note on Capital Cash Flow Valuation." Harvard Business School Background Note 295-069, November 1994. (Revised January 1995.)
  • September 2004
  • Article

Decomposing the Persistence of International Equity Flows

By: Kenneth A. Froot and J. Tjornhom Donohue
Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry
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Froot, Kenneth A., and J. Tjornhom Donohue. "Decomposing the Persistence of International Equity Flows." Finance Research Letters 1, no. 3 (September 2004): 154–170. (Revised from NBER Working Paper no. 9079, July 2002, Harvard Business School Working Paper no. 03-005, July 2002.)
  • February 2016
  • Exercise

Jim Sharpe: Operational Cash Flow Tool

By: Joseph B. Fuller, Shikhar Ghosh and Christopher Payton
In this exercise, you will examine the cash flow implications of different operating model assumptions and the effect that this has on financing decisions. View Details
Keywords: Cash Flow; Financing and Loans
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Fuller, Joseph B., Shikhar Ghosh, and Christopher Payton. "Jim Sharpe: Operational Cash Flow Tool." Harvard Business School Exercise 816-070, February 2016.
  • December 2002
  • Article

The Persistence of Emerging Market Equity Flows

By: K. A. Froot and J. Donohue
Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Financial Services Industry
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Froot, K. A., and J. Donohue. "The Persistence of Emerging Market Equity Flows." Emerging Markets Review 3, no. 4 (December 2002): 338–364. (Revised from NBER Working Paper no. 9241, HBS Working Paper no. 03-035, September 2002.)
  • February 2001
  • Article

The Portfolio Flows of International Investors

By: K. A. Froot, P. O'Connell and M. Seasholes
Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry
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Froot, K. A., P. O'Connell, and M. Seasholes. "The Portfolio Flows of International Investors." Journal of Financial Economics 59, no. 2 (February 2001): 151–193. (Revised from NBER Working Paper No. 6687 and HBS Working No. Paper 99-006, July 1998. Summarized in the NBER Reporter, 2000. Reprinted in International Capital Markets, R. Stulz and A. Karolyi, eds. Edward Elgar Publishing, 2003.)
  • 2021
  • Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details
Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit
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Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
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