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  • September 2016 (Revised October 2016)
  • Technical Note

Internet Data Capping Note

By: Shane Greenstein, Lisa Cox and Christine Snively
In April 2016, U.S. federal regulators approved Charter Communications’ acquisition of Time Warner Cable (TWC). The Department of Justice (DoJ) and Federal Communications Commission (FCC), however, stipulated that the new company could not apply data caps or introduce... View Details
Keywords: Internet Service Provider; Data Caps; Compression; Information Technology; Internet and the Web; United States
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Greenstein, Shane, Lisa Cox, and Christine Snively. "Internet Data Capping Note." Harvard Business School Technical Note 617-003, September 2016. (Revised October 2016.)
  • 1982
  • Working Paper

Pattern of OPEC Capital Flows

By: S. L. Hayes III, Dwight B. Crane and Elaine C. Ide
Citation
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Hayes, S. L., III, Dwight B. Crane, and Elaine C. Ide. "Pattern of OPEC Capital Flows." Harvard Business School Working Paper, No. 82-14, January 1982.
  • Teaching Interest

Data Science and Artificial Intelligence for Leaders

By: Chiara Farronato
With artificial intelligence (AI)... View Details
Keywords: Data Science; Data Science And Analytics Management; Data Analytics; Data Analysis; Artificial Intelligence; Generative Ai; Generative Models
  • 2020
  • Working Paper

An Empirical Guide to Investor-Level Private Equity Data from Preqin

By: Juliane Begenau, Claudia Robles-Garcia, Emil Siriwardane and Lulu Wang
This note provides guidance on the use of investor-level private equity data from Preqin for empirical research. Preqin primarily sources its cash flow data through Freedom of Information Act (FOIA) requests with U.S. public pensions. Our focus is on the components of... View Details
Keywords: Private Equity Returns; Prequin Data; Private Equity; Analytics and Data Science; Investment Return
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Begenau, Juliane, Claudia Robles-Garcia, Emil Siriwardane, and Lulu Wang. "An Empirical Guide to Investor-Level Private Equity Data from Preqin." Working Paper, December 2020.
  • Article

Short-Termism and Capital Flows

By: Jesse M. Fried and Charles C.Y. Wang
During 2007–2016, S&P 500 firms distributed to shareholders $7 trillion via buybacks and dividends, over 96% of their aggregate net income, prompting claims that "short-termism" is impairing firms' ability to invest and innovate. We show that, when taking into account... View Details
Keywords: Short-termism; Quarterly Capitalism; Share Buybacks; Open Market Repurchases; Dividends; Equity Issuances; Seasoned Equity Offerings; Equity Compensastion; Acquisitions; Payout Policy; Capital Flows; Capital Distribution; Working Capital; Business and Shareholder Relations; Acquisition
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Fried, Jesse M., and Charles C.Y. Wang. "Short-Termism and Capital Flows." Review of Corporate Finance Studies 8, no. 1 (March 2019): 207–233.
  • August 1976 (Revised October 1976)
  • Background Note

Cash Flow and the Time Value of Money

With the use of charts and examples, gives a detailed description of cash flows, the time value of money, and discounted cash flow analysis. View Details
Keywords: Cash Flow; Value
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Frey, Sherwood C. "Cash Flow and the Time Value of Money." Harvard Business School Background Note 177-012, August 1976. (Revised October 1976.)
  • 2019
  • Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 10 Variations on the Theme of Flow Production

By: Carliss Y. Baldwin
The purpose of this chapter is to explore how technologies and organizations engaged in flow production evolve over time. To allow for an apples-to-apples comparison, I examine organizations using essentially the same physical technologies, making similar products, and... View Details
Keywords: Flow Production; Ford; General Motors; Competitiveness; Information Technology; Organizational Design; Production; Auto Industry
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 10 Variations on the Theme of Flow Production." Harvard Business School Working Paper, No. 20-034, September 2019.
  • 2016
  • Working Paper

Global Talent Flows

By: Sari Pekkala Kerr, William R. Kerr, Çağlar Özden and Christopher Parsons
The global distribution of talent is highly skewed and the resources available to countries to develop and utilize their best and brightest vary substantially. The migration of skilled workers across countries tilts the deck even further. Using newly available data, we... View Details
Keywords: Migration; Talent; Diaspora; Diasporas; Talent and Talent Management; Immigration
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Kerr, Sari Pekkala, William R. Kerr, Çağlar Özden, and Christopher Parsons. "Global Talent Flows." Harvard Business School Working Paper, No. 17-026, October 2016.
  • October 2021 (Revised September 2022)
  • Case

SmartOne: Building an AI Data Business

By: Karim R. Lakhani, Pippa Armerding, Gamze Yucaoglu and Fares Khrais
The case opens in August 2021, as Habib and Shahysta Hassim, husband and wife co-founders of the data labeling company SmartOne, contemplate the strategy of the high growth company. Between 2016 and 2021, SmartOne had kept doubling its size every two years and now,... View Details
Keywords: Artificial Intelligence; Data Labeling; Entrepreneurship; Strategy; Operations; Business Model; Growth Management; Growth and Development Strategy; AI and Machine Learning; Africa; Madagascar; Europe; France; United States
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Lakhani, Karim R., Pippa Armerding, Gamze Yucaoglu, and Fares Khrais. "SmartOne: Building an AI Data Business." Harvard Business School Case 622-059, October 2021. (Revised September 2022.)
  • 2019
  • Working Paper

The Impact of the General Data Protection Regulation on Internet Interconnection

By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on... View Details
Keywords: Personal Data; Privacy Regulation; GDPR; Interconnection Agreements; Internet and the Web; Governing Rules, Regulations, and Reforms; European Union
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Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." NBER Working Paper Series, No. 26481, November 2019.
  • August 2020
  • Article

Workplace Knowledge Flows

By: Jason Sandvik, Richard Saouma, Nathan Seegert and Christopher Stanton
We conducted a field experiment in a sales firm to test whether improving knowledge flows between coworkers affects productivity. Our design allows us to compare different management practices and to isolate whether frictions to knowledge transmission primarily reside... View Details
Keywords: Knowledge Sharing; Interpersonal Communication; Employees; Performance Productivity; Sales; Motivation and Incentives
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Sandvik, Jason, Richard Saouma, Nathan Seegert, and Christopher Stanton. "Workplace Knowledge Flows." Quarterly Journal of Economics 135, no. 3 (August 2020): 1635–1680.
  • Fall 2016
  • Article

Global Talent Flows

By: Sari Pekkala Kerr, William R. Kerr, Çağlar Özden and Christopher Parsons
The global distribution of talent is highly skewed and the resources available to countries to develop and utilize their best and brightest vary substantially. The migration of skilled workers across countries tilts the deck even further. Using newly available data, we... View Details
Keywords: Geographic Location; Human Capital; Entrepreneurship; Global Range; Competency and Skills; Immigration
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Kerr, Sari Pekkala, William R. Kerr, Çağlar Özden, and Christopher Parsons. "Global Talent Flows." Journal of Economic Perspectives 30, no. 4 (Fall 2016): 83–106.
  • December 2002
  • Background Note

Simulation of Prices, Rates and Cash Flows (B)

Considers more advanced issues required for complete cash flow simulation, including residual diagnostics (to determine whether a process has been identified correctly), simulation of nonmarket risk variables, and real options. View Details
Keywords: Price; Cash Flow
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Shimko, David C. "Simulation of Prices, Rates and Cash Flows (B)." Harvard Business School Background Note 203-057, December 2002.
  • Article

A 5-Step Process to Get More Out of Your Organization's Data

By: Jon M. Jachimowicz
Keywords: Data
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Jachimowicz, Jon M. "A 5-Step Process to Get More Out of Your Organization's Data." Harvard Business Review (website) (March 16, 2017).
  • 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.)
  • 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.)
  • Article

Rethinking the Profession Formerly Known as Advertising: How Data Science Is Disrupting the Work of Agencies

By: John A. Deighton
The article discusses the notion of advertising as a profession in relation to the impact of digital analytics and data-driven marketing. Topics include the history of internet marketing, the investments of the content-driven internet firms Facebook Inc. and Google... View Details
Keywords: Data Science; Digital Marketing; Marketing; Internet and the Web; Analytics and Data Science; Disruption
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Deighton, John A. "Rethinking the Profession Formerly Known as Advertising: How Data Science Is Disrupting the Work of Agencies." Journal of Advertising Research 57, no. 4 (December 2017): 357–361.
  • 2023
  • Working Paper

Avoiding Idiosyncratic Volatility: Flow Sensitivity to Individual Stock Returns

By: Marco Di Maggio, Francesco Franzoni, Shimon Kogan and Ran Xing
Despite positive and significant earnings announcement premia, we find that institutional investors reduce their exposure to stocks before earnings announcements. A novel result on the sensitivity of flows to individual stock returns provides a potential explanation.... View Details
Keywords: New Trading; Mutual Funds; Fund Flows; Limits To Arbitrage; Financial Constraints; Earnings Announcements; Institutional Investing; Stocks
Citation
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Di Maggio, Marco, Francesco Franzoni, Shimon Kogan, and Ran Xing. "Avoiding Idiosyncratic Volatility: Flow Sensitivity to Individual Stock Returns." Harvard Business School Working Paper, No. 23-072, March 2023. (Revise and Resubmit to The Journal of Finance.)
  • Teaching Interest

Big Data Analytics and Machine Learning

Big data in the context of marketing, management, and innovation strategy. Machine Learning algorithms and tools. 
 View Details
Keywords: Big Data; Machine Learning; Analytics
  • Teaching Interest

Data Science and AI for Leaders

By: Dennis Campbell
Modern business increasingly relies... View Details
Keywords: Artificial Intelligence; Data Science
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