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  • September 2002 (Revised November 2002)
  • Case

Transformation at the IRS

By: Amy C. Edmondson, Frances X. Frei and Corey B. Hajim
Describes the service transformation occurring at the U.S. Internal Revenue Service. Plagued by a history of poor service, enormous complexity, and an insular employee base, the 100,000-person organization grapples with a turnaround process that attempts to change... View Details
Keywords: Service Delivery; Service Operations; Organizational Structure; Taxation; Organizational Culture; Transformation; Public Administration Industry; United States
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Edmondson, Amy C., Frances X. Frei, and Corey B. Hajim. "Transformation at the IRS." Harvard Business School Case 603-010, September 2002. (Revised November 2002.)
  • May 2017
  • Case

Buffer.com

By: Susanna Gallani, Tiffany Y. Chang, Brian J. Hall and Jee Eun Shin
Social media company Buffer wanted to establish clear company values early in its growth. One of these values was a commitment to transparency in its company practices. Buffer openly shared its business strategies and fundraising decks, among lots of other information.... View Details
Keywords: Compensation; Compensation Design; Company Values; Culture; Transparency; Compensation and Benefits; Organizational Culture; Values and Beliefs
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Gallani, Susanna, Tiffany Y. Chang, Brian J. Hall, and Jee Eun Shin. "Buffer.com." Harvard Business School Case 917-019, May 2017.
  • October 2003 (Revised January 2016)
  • Exercise

The BCPC Internet Strategy Team: An Exercise

By: Amy C. Edmondson and Laura Feldman
This short fictional case forms the basis of a team decision-making exercise. The case, inspired by a real decision facing a major telecommunications company, describes a cross-functional management team convened by the CEO for the purpose of developing a... View Details
Keywords: Groups and Teams; Decision Making; Risk and Uncertainty; Information Management; Perspective; Product Launch; Internet and the Web; Knowledge Sharing; Telecommunications Industry
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Edmondson, Amy C., and Laura Feldman. "The BCPC Internet Strategy Team: An Exercise." Harvard Business School Exercise 604-035, October 2003. (Revised January 2016.) (Six supplements available for Chris Berkowitz, Dana Jones, Jan Trow, Kim Wilson, Leslie Rhee, and Terry Maneri.)
  • 14 May 2001
  • Research & Ideas

Are You Managing To a ‘T’? Time To Break With Tradition

management. It relies on a new kind of executive, one who breaks out of the traditional corporate hierarchy to share knowledge freely across the organization (the horizontal part of the "T") while remaining fiercely committed to... View Details
Keywords: by Morten T. Hansen & Bolko Von Oetinger
  • January 2021
  • Supplement

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail; Retail Analytics; Retailing Industry; Data; Data Sharing; Ecommerce; Assortment Optimization; Assortment Planning; Analytics and Data Science; Retention; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 521-713, January 2021.
  • August 2003 (Revised May 2009)
  • Background Note

Basic Venture Capital Formula, The

By: William A. Sahlman and Matthew Willis
Briefly summarizes the process that venture capitalists use to analyze high-risk, long-term investments. Contains information on methods that can be used to calculate valuation, share price, percent ownership, implied valuation, dilution, and option pools. View Details
Keywords: Venture Capital; Risk Management; Mathematical Methods; Valuation
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Sahlman, William A., and Matthew Willis. "Basic Venture Capital Formula, The." Harvard Business School Background Note 804-042, August 2003. (Revised May 2009.)
  • November 1989 (Revised June 1991)
  • Background Note

Facts and Figures on Defense Procurement: The Department of Defense and Defense Procurement, An Overview

By: Robert L. Simons
Provides statistics and other factual information on the Department of Defense procurement process, DOD expenditures, market share segmentation, the variety of contract types, and the role of the Defense Contract Audit Agency. View Details
Keywords: National Security
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Simons, Robert L. "Facts and Figures on Defense Procurement: The Department of Defense and Defense Procurement, An Overview." Harvard Business School Background Note 190-060, November 1989. (Revised June 1991.)
  • October 2023 (Revised March 2024)
  • Case

GameStop: Social Media Finds a Cheat Code (A)

By: Joseph Pacelli and Sarah Mehta
This case covers the events leading up to the 2021 GameStop short squeeze. Using GameStop as an illustrative example, the case explores the rise in retail trading, increased financial information sharing on social media, and the gamification of investing enabled by... View Details
Keywords: Value; Stocks; Financial Markets; Social Media; Investment; Applications and Software; Financial Services Industry; United States
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Pacelli, Joseph, and Sarah Mehta. "GameStop: Social Media Finds a Cheat Code (A)." Harvard Business School Case 124-005, October 2023. (Revised March 2024.)
  • Article

Invention and Agglomeration in the Bay Area: Not Just ICT

By: Chris Forman, Avi Goldfarb and Shane Greenstein
We document that the Bay Area rose from 4% of all successful US patent applications in 1976 to 16% in 2008. This is partly driven by the increase in the prevalence of information and communication technology; however, even for patents unrelated to information and... View Details
Keywords: Agglomeration; Information Technology; Patents; San Francisco
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Forman, Chris, Avi Goldfarb, and Shane Greenstein. "Invention and Agglomeration in the Bay Area: Not Just ICT." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 146–151.
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (A): Estimating Sales

By: Ayelet Israeli
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Spreadsheet Supplement 523-704, July 2022.
  • January 2021 (Revised March 2021)
  • Supplement

E-Commerce Analytics for CPG Firms (A): Estimating Sales

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Analytics and Data Science; Analysis; Sales; Goods and Commodities; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Spreadsheet Supplement 521-712, January 2021. (Revised March 2021.)
  • 22 Feb 2024
  • Research & Ideas

How to Make AI 'Forget' All the Private Data It Shouldn't Have

underpin this technology typically subsume the information that users enter, helping the software provide better answers over time. Working Knowledge spoke with Seth Neel, an expert on machine “unlearning” who is an assistant professor at... View Details
Keywords: by Rachel Layne; Information Technology; Information Technology
  • 03 May 2024
  • Research & Ideas

How Much Does Proximity Influence Startup Innovation? 20 Meters' Worth to Be Exact

A new study of startups sharing a coworking space offers a new wrinkle in the debate over work-from-anywhere: Proximity matters, especially close proximity, to spread knowledge between disparate enterprises. “The more different the... View Details
Keywords: by Ben Rand
  • 2021
  • Article

Consumer Disclosure

By: Tami Kim, Kate Barasz and Leslie John
As technological advances enable consumers to share more information in unprecedented ways, today’s disclosure takes on a variety of new forms, triggering a paradigm shift in what “disclosure” entails. This review introduces two factors to conceptualize consumer... View Details
Keywords: Disclosure; Passive Disclosure; Information; Internet and the Web; Consumer Behavior; Situation or Environment
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Kim, Tami, Kate Barasz, and Leslie John. "Consumer Disclosure." Consumer Psychology Review 4 (2021): 59–69.
  • April 2003
  • Case

IBM Canada: Global Services (A)

By: Michael L. Tushman, David Kiron and Wendy Smith
IBM Canada Global Services is losing shares in a stagnant information technology market. A new leader must overcome a senior team rife with internal conflict and change internal processes to drive innovation streams. The leader struggles to build an ambidextrous... View Details
Keywords: Leading Change; Organizational Change and Adaptation; Change Management; Management Teams; Innovation and Management; Conflict Management; Groups and Teams; Service Industry; Canada
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Tushman, Michael L., David Kiron, and Wendy Smith. "IBM Canada: Global Services (A)." Harvard Business School Case 403-070, April 2003.
  • January 1990 (Revised June 1995)
  • Case

Colliers International Property Consultants

By: Nitin Nohria
Describes the origins, organizational structure, management practices, and use of information technology (IT) in Colliers, a real estate network. Colliers provides local firms with a way to maintain local autonomy while gaining national and international coverage.... View Details
Keywords: Property; Organizational Structure; Information Technology; Management Practices and Processes; Partners and Partnerships; Business Model; Mission and Purpose; Business Growth and Maturation; Conflict and Resolution; Quality; Real Estate Industry
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Nohria, Nitin. "Colliers International Property Consultants." Harvard Business School Case 490-049, January 1990. (Revised June 1995.)
  • February 9, 2024
  • Article

Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries

By: Madalina Vlasceanu, Kimberly C. Doell, Joseph B. Bak-Coleman, Boryana Todorova, Michael M. Berkebile-Weinberg, Amit Goldenberg, Eric Shuman and et al.
Effectively reducing climate change requires marked, global behavior change. However, it is unclear which strategies are most likely to motivate people to change their climate beliefs and behaviors. Here, we tested 11 expert-crowdsourced interventions on four climate... View Details
Keywords: Climate Change; Motivation and Incentives; Behavior; Policy; Knowledge Sharing; Values and Beliefs
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Vlasceanu, Madalina, Kimberly C. Doell, Joseph B. Bak-Coleman, Boryana Todorova, Michael M. Berkebile-Weinberg, Amit Goldenberg, Eric Shuman, and et al. "Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries." Science Advances 10, no. 6 (February 9, 2024).
  • October 2008
  • Article

The Small World of Investing: Board Connections and Mutual Fund Returns

By: Lauren Cohen, Andrea Frazzini and Christopher J. Malloy
This paper uses social networks to identify information transfer in security markets. We focus on connections between mutual fund managers and corporate board members via shared education networks. We find that portfolio managers place larger bets on firms they are... View Details
Keywords: Financial Markets; Information Management; Social and Collaborative Networks; Announcements; Investment Portfolio; Investment Return; Investment Funds; Asset Pricing; Governing and Advisory Boards
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Cohen, Lauren, Andrea Frazzini, and Christopher J. Malloy. "The Small World of Investing: Board Connections and Mutual Fund Returns." Journal of Political Economy 116, no. 5 (October 2008): 951–979. (Winner of the Barclays Global Investors Award, Best Paper in Asset Pricing, European Finance Association 2007.)
  • 2014
  • Working Paper

Friends with Close Ties: Asset or Liability? Evidence from the Investment Decisions of Mutual Funds in China

By: Xinzi Gao, T.J. Wong, Lijun Xia and Gwen Yu
When fund managers have close ties to their investees, it can facilitate efficient information sharing but can also increase the possibility of favoritism. Using the investment choices of mutual funds in China, we test whether funds with close ties to their investees... View Details
Keywords: Social Ties; Conflict of Interests; Asset Management; Investment Portfolio; Networks; Financial Services Industry; China
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Gao, Xinzi, T.J. Wong, Lijun Xia, and Gwen Yu. "Friends with Close Ties: Asset or Liability? Evidence from the Investment Decisions of Mutual Funds in China." Harvard Business School Working Paper, No. 14-086, March 2014.
  • January 2021 (Revised March 2021)
  • Exercise

E-Commerce Analytics for CPG Firms (A): Estimating Sales

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Estimation; Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Bricks And Mortar; Ecommerce; Direct-to-consumer; DTC; Analytics and Data Science; Sales; Marketing; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (A): Estimating Sales." Harvard Business School Exercise 521-078, January 2021. (Revised March 2021.)
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