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  • All HBS Web  (7,843)
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    • News  (1,355)
    • Research  (4,975)
    • Events  (123)
    • Multimedia  (55)
  • Faculty Publications  (3,412)
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  • 11 Jan 2018
  • Working Paper Summaries

Brokers and Order Flow Leakage: Evidence from Fire Sales

Keywords: by Andrea Barbon, Marco Di Maggio, Francesco Franzoni, and Augustin Landier; Financial Services
  • 27 Sep 2018
  • Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail
  • September 2020 (Revised July 2022)
  • Exercise

Artea (B): Including Customer-Level Demographic Data

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (B): Including Customer-Level Demographic Data." Harvard Business School Exercise 521-022, September 2020. (Revised July 2022.)
  • 11 Oct 2018
  • Cold Call Podcast

Baseball’s Billy Beane Shows Companies the Power of Data

Keywords: Re: Srikant M. Datar; Entertainment & Recreation
  • December 1996 (Revised August 1998)
  • Teaching Note

General Mills, Inc.: Appendix of Comparable Company Data TN

By: William E. Fruhan Jr.
Teaching Note for (9-197-037). View Details
Keywords: Food and Beverage Industry
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Fruhan, William E., Jr. "General Mills, Inc.: Appendix of Comparable Company Data TN." Harvard Business School Teaching Note 297-062, December 1996. (Revised August 1998.)
  • December 2024
  • Teaching Note

Assessing the Value of Unifying and De-duplicating Customer Data

By: Elie Ofek and Hema Yoganarasimhan
Teaching Note for HBS Case No. 525-023. View Details
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Ofek, Elie, and Hema Yoganarasimhan. "Assessing the Value of Unifying and De-duplicating Customer Data." Harvard Business School Teaching Note 525-033, December 2024.
  • September 13, 2023
  • Article

How the Best Chief Data Officers Create Value

By: Suraj Srinivasan and Robin Seibert
Despite the rapidly increasing prominence of data and analytics functions, the majority of chief data officers (CDOs) fail to value and price the business outcomes created by their data and analytics capabilities. It comes as no surprise then that many CDOs fall behind... View Details
Keywords: Value Creation; Analytics and Data Science; Measurement and Metrics; Leadership
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Srinivasan, Suraj, and Robin Seibert. "How the Best Chief Data Officers Create Value." Harvard Business Review (website) (September 13, 2023).
  • 06 Apr 2021
  • Working Paper Summaries

Currency Hedging in Emerging Markets: Managing Cash Flow Exposure

Keywords: by Laura Alfaro, Mauricio Calani, and Liliana Varela; Financial Services
  • January 2019
  • Case

King Abdullah Economic City: Population Drivers and Cash Flow

By: John D. Macomber
CEO of high profile new economic city in Saudi Arabia must decide how to allocate limited investment funds across projects under duress. Issues include understanding core economic drivers; planning infrastructure investment and return; attracting multinationals; and... View Details
Keywords: Urban Development; Infrastructure; Project Finance; Resource Allocation; Decision Making; City; Real Estate Industry; Saudi Arabia
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Macomber, John D. "King Abdullah Economic City: Population Drivers and Cash Flow." Harvard Business School Case 219-079, January 2019.
  • March 2024
  • Article

Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

By: Shai Bernstein, Richard Townsend and Ting Xu
Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Job Search; Behavior
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Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Review of Financial Studies 37, no. 3 (March 2024): 837–881.
  • 2022
  • Working Paper

Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

By: Shai Bernstein, Richard Townsend and Ting Xu
Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Business Startups; Human Capital; Business Cycles; Health Pandemics
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Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Harvard Business School Working Paper, No. 21-045, September 2020. (Revised March 2022.)
  • March 2024 (Revised May 2024)
  • Case

Amperity: First-Party Data at a Crossroads

By: Elie Ofek, Hema Yoganarasimhan and Alexis Lefort
In the summer of 2023, Amperity management was facing a critical decision on its future direction. Given the dramatic changes occurring within the digital advertising ecosystem, as concerns over consumer privacy placed limits on the ability to engage in third-party... View Details
Keywords: AI and Machine Learning; Technology Adoption; Business Strategy; Digital Marketing; Price; Product; Business or Company Management; Advertising Industry
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Ofek, Elie, Hema Yoganarasimhan, and Alexis Lefort. "Amperity: First-Party Data at a Crossroads." Harvard Business School Case 524-017, March 2024. (Revised May 2024.)
  • Article

The Asymmetric Experience of Positive and Negative Economic Growth: Global Evidence Using Subjective Well-being Data

By: Jan-Emmanuel De Neve, George Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos and Michael I. Norton
Are individuals more sensitive to losses than gains in terms of economic growth? We find that measures of subjective well-being are more than twice as sensitive to negative as compared to positive economic growth. We use Gallup World Poll data from over 150 countries,... View Details
Keywords: Economic Growth; Business Cycles; Welfare; Perception; Global Range
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De Neve, Jan-Emmanuel, George Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos, and Michael I. Norton. "The Asymmetric Experience of Positive and Negative Economic Growth: Global Evidence Using Subjective Well-being Data." Review of Economics and Statistics 100, no. 2 (May 2018): 362–375.
  • May 1983 (Revised November 1987)
  • Case

Technical Data Corp.: Business Plan

By: William A. Sahlman
Contains materials extracted from a business plan developed by the company in 1980. The purpose of the business plan was to raise $100,000 to finance the commencement of operations. The firm intended to provide analytical services to bond market traders. The product... View Details
Keywords: Business Plan
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Sahlman, William A. "Technical Data Corp.: Business Plan." Harvard Business School Case 283-073, May 1983. (Revised November 1987.)
  • Article

Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis

By: R. Metters, F. Frei and V. Vargas
Keywords: Measurement and Metrics; Data and Data Sets; Service Industry
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Metters, R., F. Frei, and V. Vargas. "Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis." Production and Operations Management 8, no. 3 (Fall 1999): 264–281.
  • Article

Considerations of Fairness and Strategy: Experimental Data from Sequential Games

By: V. Prasnikar and A. E. Roth
Keywords: Fairness; Strategy; Analytics and Data Science; Games, Gaming, and Gambling
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Prasnikar, V., and A. E. Roth. "Considerations of Fairness and Strategy: Experimental Data from Sequential Games." Quarterly Journal of Economics 107, no. 3 (August 1992): 865–888.
  • 2024
  • Working Paper

Sharing Models to Interpret Data

By: Joshua Schwartzstein and Adi Sunderam
To understand new data, we share models or interpretations with others. This paper studies such exchanges of models in a community. The key assumption is that people adopt the interpretation in their community that best explains the data, given their prior beliefs. An... View Details
Keywords: Social Learning Theory; Theory; Social Issues; Cognition and Thinking; Social and Collaborative Networks; Attitudes
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Schwartzstein, Joshua, and Adi Sunderam. "Sharing Models to Interpret Data." Harvard Business School Working Paper, No. 25-011, August 2024. (Revised August 2024.)
  • 2024
  • Case

EPCorp: What Story Does the Data Tell?

By: Jacob M. Cook
In EPCorp: What Story Does the Data Tell?, the Quick Case begins with Shivani Bahl researching problems with her company's website so that she can begin to analyze which option would help EPCorp most: selling all its products on Amazon or improving its own data... View Details
Keywords: Distribution Channels; E-commerce; Analytics and Data Science; Decision Making
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Cook, Jacob M. "EPCorp: What Story Does the Data Tell?" Harvard Business Publishing Case, 2024.
  • June 2012
  • Article

A Reexamination of Tunneling and Business Groups: New Data and New Methods

By: Jordan I. Siegel and Prithwiraj Choudhury
One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details
Keywords: Corporate Governance; Mergers And Acquisitions; Business Economics; Firm Organization; Firm Performance; Groups and Teams; Analytics and Data Science
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Siegel, Jordan I., and Prithwiraj Choudhury. "A Reexamination of Tunneling and Business Groups: New Data and New Methods." Review of Financial Studies 25, no. 6 (June 2012): 1763–1798.
  • 2015
  • Chapter

Investigating Population Dynamics of the KUMBH MELA through the Lens of Cell Phone Data

By: Jukka-Pekka Onnela and Tarun Khanna
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Onnela, Jukka-Pekka, and Tarun Khanna. "Investigating Population Dynamics of the KUMBH MELA through the Lens of Cell Phone Data." In Kumbh Mela, January 2013: Mapping the Ephemeral Mega City, edited by Rahul Mehrotra and Felipe Vera, 202–218. Ostfildern, Germany: Hatje Cantz Verlag, 2015.
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