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  • 2019
  • Working Paper

The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno
Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details
Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance
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Bassamboo, Achal, Ruomeng Cui, and Antonio Moreno. "The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets." Working Paper, 2019.
  • August 2011 (Revised February 2012)
  • Background Note

A Note on Water

By: Robert G. Eccles, Amy C. Edmondson, George Serafeim and Sarah E. Farrell
This note provides background on the complex issues regarding the supply and consumption of water and how this natural resource is at increasing risk, resulting in significant economic, political and environmental issues. View Details
Keywords: Economics; Government and Politics; Demand and Consumers; Supply and Industry; Risk and Uncertainty; Natural Environment; Pollutants; Environmental Sustainability
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Eccles, Robert G., Amy C. Edmondson, George Serafeim, and Sarah E. Farrell. "A Note on Water." Harvard Business School Background Note 412-050, August 2011. (Revised February 2012.)
  • August 2014 (Revised August 2015)
  • Supplement

Opening the Valve: From Software to Hardware (B)

By: Ethan Bernstein, Francesca Gino and Bradley Staats
Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details
Keywords: Valve; Self-Managed Organizations; Organization Design; Strategy; Flat Organization; Video Games; Organization Alignment; Family Business; Steam; Steam Machine; Design; Games, Gaming, and Gambling; Human Resources; Collaborative Innovation and Invention; Technological Innovation; Leadership Style; Management Practices and Processes; Organizational Design; Organizational Structure; Organizational Culture; Organizational Change and Adaptation; Groups and Teams; Alignment; Software; Hardware; Video Game Industry; Seattle
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Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (B)." Harvard Business School Supplement 415-016, August 2014. (Revised August 2015.)
  • 2025
  • Working Paper

Fiscal Externalities of Transaction Taxes: Evidence from the Los Angeles Mansion Tax

By: Daniel Green, Vikram Jambulapati, Jack Liebersohn and Tejaswi Velayudhan
We estimate the fiscal externalities of a property transfer tax, the Los Angeles “Mansion Tax”, on the revenues from property taxes when assessed values are closely tied to transactions. In California, as in over half of U.S. states, growth in tax as- sessments... View Details
Keywords: Public Finance; Real Estate; Property Demand; Taxation; Property; Revenue; Los Angeles
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Green, Daniel, Vikram Jambulapati, Jack Liebersohn, and Tejaswi Velayudhan. "Fiscal Externalities of Transaction Taxes: Evidence from the Los Angeles Mansion Tax." SSRN Working Paper Series, No. 5273034, June 2025.
  • June 2002
  • Case

Vans: Skating on Air

By: Youngme E. Moon and David Kiron
Vans is best known for selling footwear and apparel to skateboarders, surfers, and other alternative sports athletes. In April 2002, Gary Schoenfeld, the CEO, is facing a number of challenges. With respect to footwear, he must decide what to do about two product lines... View Details
Keywords: Brands and Branding; Product Launch; Demand and Consumers; Product Development; Value Creation; Apparel and Accessories Industry; Retail Industry; California
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Moon, Youngme E., and David Kiron. "Vans: Skating on Air." Harvard Business School Case 502-077, June 2002.
  • 2017
  • Government Testimony

Passenger Right to Record—Petition for Rulemaking

By: Benjamin Edelman and Mike Borsetti
We ask DOT to affirm that passengers have the right to record what they lawfully see and hear on and around aircraft. We explain why such recordings are in the public interest, and we present the troubling experiences of passengers who have tried to record but have... View Details
Keywords: Aviation; Consumer Protection; Recording; Video; Audio; Privacy; Social Media; Air Transportation; Rights; Contracts; Air Transportation Industry
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Edelman, Benjamin, and Mike Borsetti. "Passenger Right to Record—Petition for Rulemaking." Government Testimony, U.S. Dept. of Transportation, Office of Aviation Enforcement and Proceedings, June 2017. (docket and public comments.)
  • November 2011
  • Case

Comfort Class Transport: Does Customer Service Need an Overhaul?

By: Michael J Roberts and Paul E. Morrison
The general manager of a chauffeured limousine transport company is concerned about underperformance at the company's customer service call center. The eight-person call center handles almost all customer interaction including discussing company services with... View Details
Keywords: Capacity Utilization; Supply & Demand; Operations Management; Customer Service; Management; Demand and Consumers; Service Operations; Order Taking and Fulfillment; Performance Capacity; Customer Satisfaction; Transportation Industry
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Roberts, Michael J., and Paul E. Morrison. "Comfort Class Transport: Does Customer Service Need an Overhaul?" Harvard Business School Brief Case 114-374, November 2011.
  • 2018
  • Working Paper

Quantile Forecasts of Product Life Cycles Using Exponential Smoothing.

By: Xiaojia Guo, Kenneth C. Lichtendahl Jr. and Yael Grushka-Cockayne
We introduce an exponential smoothing model that a manager can use to forecast the demand of a new product or service. The model has five features that make it suitable for accurately forecasting product life cycles at scale. First, the trend in our model follows the... View Details
Keywords: New Product Development; Demand Forecasting; Product Adoption; Innovation Diffusion; Product Development; Demand and Consumers; Forecasting and Prediction; Adoption
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Guo, Xiaojia, Kenneth C. Lichtendahl Jr., and Yael Grushka-Cockayne. "Quantile Forecasts of Product Life Cycles Using Exponential Smoothing." Harvard Business School Working Paper, No. 19-038, October 2018. (Darden Business School Working Paper, No. 2805244, July 2016.)
  • 02 May 2005
  • Research & Ideas

Four VCs on Evaluating Opportunities

Entrepreneurs have to have a clear sense of the opportunity and how to build the business. But the best ones are willing to reexamine their assumptions and are willing to veer left or right or pivot all the way around when the data... View Details
Keywords: by Lauren Barley
  • 08 Nov 2022
  • Research & Ideas

How Centuries of Restrictions on Women Shed Light on Today's Abortion Debate

Efforts to restrict women’s sexual behavior date back centuries in virtually every region of the world. Now, the end of Roe v. Wade in the United States has returned such limitations on women to the contemporary spotlight. Yet, the desire... View Details
Keywords: by Kara Baskin
  • March 2021 (Revised January 2023)
  • Background Note

The Pandemic's Impact on the U.S. Food System

By: José B. Alvarez and Natalie Kindred
This note is intended not as a comprehensive account but as a starting point for discussion about the impact of the COVID-19 pandemic on the U.S. food system. Written in late 2020, the note describes, in part through the voices of industry leaders, how the pandemic... View Details
Keywords: COVID-19 Pandemic; Agribusiness; Risk and Uncertainty; Risk Management; Leadership; Change Management; Safety; Health; Health Pandemics; Disruption; Adaptation; Supply Chain; Supply Chain Management; Consumer Behavior; Retail Industry; Food and Beverage Industry; Agriculture and Agribusiness Industry; Transportation Industry; United States
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Alvarez, José B., and Natalie Kindred. "The Pandemic's Impact on the U.S. Food System." Harvard Business School Background Note 521-065, March 2021. (Revised January 2023.)
  • Article

Populism and the Return of the 'Paranoid Style': Some Evidence and a Simple Model of Demand for Incompetence as Insurance against Elite Betrayal

By: Rafael Di Tella and Julio J. Rotemberg
We present a simple model of populism as the rejection of “disloyal” leaders. We show that adding the assumption that people are worse off when they experience low income as a result of leader betrayal (than when it is the result of bad luck) to a simple voter choice... View Details
Keywords: Populism; Corruption; Betrayal; Incompetence; Voting; Attitudes
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Di Tella, Rafael, and Julio J. Rotemberg. "Populism and the Return of the 'Paranoid Style': Some Evidence and a Simple Model of Demand for Incompetence as Insurance against Elite Betrayal." Journal of Comparative Economics 46, no. 4 (December 2018): 988–1005.
  • November 2019 (Revised April 2021)
  • Technical Note

Rechargeable Batteries, 2017: Gigafactory Wars in the Offing?

By: John R. Wells and Benjamin Weinstock
In 2017, the global market for rechargeable lithium-ion (Li-ion) batteries was 126 gigawatt-hours (GWh) valued at $37 billion, growing by $10 billion in two years. Once confined largely to consumer electronics and appliances, the rapid increase in demand was spurred by... View Details
Keywords: Batteries; Rechargeable Batteries; Lithium-ion; Lithium-ion Batteries; Electric Vehicle; Electric Vehicles; Energy Entrepreneurship; Energy Markets; Energy Storage; Battery; Demand Uncertainty; Demand Forecasting; Supply & Demand; Supply And Demand; Capacity Planning; Tesla; Technological And Scientific Innovation; Technological Change; Technology Change; Technology Commercialization; Policy Change; Subsidies; Power/Energy; Power Grid; Energy Policy; Developing Markets; Alevo; Samsung; LG Chem; CATL; Northvolt; General Motors; Energy; Entrepreneurship; Technological Innovation; Commercialization; Policy; Demand and Consumers; Forecasting and Prediction; Supply and Industry; Emerging Markets; Competitive Strategy; China
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Wells, John R., and Benjamin Weinstock. "Rechargeable Batteries, 2017: Gigafactory Wars in the Offing?" Harvard Business School Technical Note 720-371, November 2019. (Revised April 2021.)
  • July 2004 (Revised March 2006)
  • Case

RosettaNet and ebXML: Betting on the Right eBusiness Standard

By: F. Warren McFarlan and Veronika Belokhvostova
A major enterprise software company must select which technologies to support, based on their long-term and short-term viability and benefits. The protagonist is involved in the release of the B2B integration component of major enterprise software whose purpose is to... View Details
Keywords: Communication Technology; Customer Focus and Relationships; Markets; Standards; Science-Based Business; Situation or Environment; Applications and Software; Technology Adoption; Information Technology Industry
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McFarlan, F. Warren, and Veronika Belokhvostova. "RosettaNet and ebXML: Betting on the Right eBusiness Standard." Harvard Business School Case 305-006, July 2004. (Revised March 2006.)
  • 2022
  • Working Paper

The Effect of Employee Lateness and Absenteeism on Store Performance

By: Caleb Kwon and Ananth Raman
We empirically analyze the effects of employee lateness and absenteeism on store performance by examining 25.5 million employee shift timecards covering more than 100,000 employees across more than 500 U.S. retail grocery store locations over a four year time period.... View Details
Keywords: Absenteeism; Lateness; Scheduling; Performance Productivity; Employees; Retail Industry
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Kwon, Caleb, and Ananth Raman. "The Effect of Employee Lateness and Absenteeism on Store Performance." Working Paper, August 2022.
  • September 2020
  • Case

Apple Bets on Augmented Reality

By: Rory McDonald, David Lane and Mel Martin
In 2020, augmented reality (AR) was still a nascent technology with blockbuster potential, one which Apple was actively developing as its iPhone franchise waned. But the emergence of AR was uneven, including the disappointing Google Glass and the unexpected viral... View Details
Keywords: Augmented Reality; Industry Structures; Product Development; Commercialization; Competition; Corporate Strategy; Diversification; Information Technology; Technology Adoption; Video Game Industry; Video Game Industry; Video Game Industry
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McDonald, Rory, David Lane, and Mel Martin. "Apple Bets on Augmented Reality." Harvard Business School Case 621-007, September 2020.
  • 2016
  • Working Paper

Populism and the Return of the 'Paranoid Style': Some Evidence and a Simple Model of Demand for Incompetence as Insurance Against Elite Betrayal

By: Rafael Di Tella and Julio J. Rotemberg
We present a simple model of populism as the rejection of “disloyal” leaders. We show that adding the assumption that people are worse off when they experience low income as a result of leader betrayal (than when it is the result of bad luck) to a simple voter choice... View Details
Keywords: Corruption; Betrayal; Populism; Incompetence; Literacy; Crime and Corruption; Income; Ethics; Political Elections; Race; Residency
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Di Tella, Rafael, and Julio J. Rotemberg. "Populism and the Return of the 'Paranoid Style': Some Evidence and a Simple Model of Demand for Incompetence as Insurance Against Elite Betrayal." Harvard Business School Working Paper, No. 17-056, December 2016.
  • March 1997
  • Background Note

Note on Customer Behavior

By: Gerald Zaltman
A review of selected key concepts that are useful for understanding customers. The importance of understanding customers is also discussed, along with a short description of new frontiers in the study of customer behavior. View Details
Keywords: Knowledge; Marketing; Consumer Behavior
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Zaltman, Gerald. "Note on Customer Behavior." Harvard Business School Background Note 597-057, March 1997.
  • June 2024
  • Case

Arete Research on Unity Software

By: Joseph Pacelli and Tonia Labruyere
Richard Kramer had founded Arete Research, an independent financial research provider, in 2000 after a successful career as a sell-side analyst at Goldman Sachs. He reflects on his team's coverage of Unity Software, a U.S.-based mobile games software company, that... View Details
Keywords: Analysis; Initial Public Offering; Analytics and Data Science; Applications and Software; Mobile and Wireless Technology; Valuation; Value Creation; Mergers and Acquisitions; Business Model; Reports; Video Game Industry; Video Game Industry; United Kingdom; United States
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Pacelli, Joseph, and Tonia Labruyere. "Arete Research on Unity Software." Harvard Business School Case 124-086, June 2024.
  • June 2020
  • Supplement

TransDigm in 2017: Congressional Hearing on the DoD Inspector General’s Report (5/15/19)

By: Benjamin C. Esty
This video accompanies the case, “TransDigm in 2017: The Beginning of the End or the End of the Beginning?” View Details
Keywords: Value Capturing; Pricing Strategy; Supplier Power; Buyer Power; Porter's Five Forces; Bargaining Power; Monopoly; Aerospace; Acquisition Strategy; Value Drivers; Ethical Behavior; Regulation; Growth Strategy; Business Ethics; Defense; Procurement; Sustainability; Value Based Health Care; Acquisition; Ethics; Private Equity; Financial Strategy; Growth Management; Performance Evaluation; Business Strategy; Competitive Strategy; Horizontal Integration; Value Creation; Competitive Advantage; Aerospace Industry; Air Transportation Industry; United States
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Esty, Benjamin C. "TransDigm in 2017: Congressional Hearing on the DoD Inspector General’s Report (5/15/19)." Harvard Business School Multimedia/Video Supplement 720-856, June 2020.
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