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  • January 2002 (Revised March 2011)
  • Case

Finland and Nokia: Creating the World's Most Competitive Economy

By: Michael E. Porter and Orjan Solvell
Finland, with a special language and culture, has developed as a country in between the west (the Nordic region and Europe) and the east (especially its neighbor Russia). In the 1980s, a process started of moving out of an investment-driven economy into an... View Details
Keywords: Development Economics; Economic Growth; Growth and Development Strategy; Industry Clusters; Business and Government Relations; Competitive Strategy; Telecommunications Industry; Finland
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Porter, Michael E., and Orjan Solvell. "Finland and Nokia: Creating the World's Most Competitive Economy." Harvard Business School Case 702-427, January 2002. (Revised March 2011.)
  • 2020
  • Working Paper

Consumers Punish Firms That Cut Employee Pay in Response to COVID-19

By: Bhavya Mohan, Serena Hagerty and Michael Norton
Two experiments, including one incentive compatible study, examine the impact of cutting pay for executives versus employees in response to COVID-19 on consumer behavior. Study 1 explores the effect of announcing cuts or no cuts to CEO and employee pay, and shows that... View Details
Keywords: Employee Furloughs; CEO Pay Cuts; Pay Ratios; Purchase Intention; Health Pandemics; Employees; Wages; Executive Compensation; Consumer Behavior
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Mohan, Bhavya, Serena Hagerty, and Michael Norton. "Consumers Punish Firms That Cut Employee Pay in Response to COVID-19." Harvard Business School Working Paper, No. 21-020, August 2020.
  • Other Article

What Do We Know About Variance in Accounting Profitability?

By: Anita M. McGahan and Michael E. Porter
In this paper, we analyze the variance of accounting profitability among a broad cross-section of firms in the American economy from 1981 to 1994. The purpose of the analysis is to identify the importance of year, industry, corporate-parent, and business-specific... View Details
Keywords: Strategy; United States
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McGahan, Anita M., and Michael E. Porter. "What Do We Know About Variance in Accounting Profitability?" Management Science 48, no. 7 (July 2002): 834–851.
  • 2003
  • Article

Confirming Management Earnings Forecasts, Earnings Uncertainty, and Stock Returns

By: Michael B. Clement, Richard Frankel and Jeffrey Miller
In this study we examine the association among confirming management forecasts, stock prices, and analyst expectations. Confirming management forecasts are voluntary disclosures by management that corroborate existing market expectations about future earnings. This... View Details
Keywords: Forecasting and Prediction; Corporate Disclosure; Price; Stocks; Investment Return
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Clement, Michael B., Richard Frankel, and Jeffrey Miller. "Confirming Management Earnings Forecasts, Earnings Uncertainty, and Stock Returns." Journal of Accounting Research 41, no. 4 (2003): 653–679.
  • Article

The Allure of Unknown Outcomes: Exploring the Role of Uncertainty in the Preference for Potential

By: Daniella Kupor, Zakary L. Tormala and Michael I. Norton
Influence practitioners often highlight a target's achievements (e.g., "she is the city's top-rated chef"), but recent research reveals that highlighting a target's potential (e.g., "she could become the city's top-rated chef") can be more effective. We examine whether... View Details
Keywords: Risk and Uncertainty; Forecasting and Prediction; Performance Evaluation
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Kupor, Daniella, Zakary L. Tormala, and Michael I. Norton. "The Allure of Unknown Outcomes: Exploring the Role of Uncertainty in the Preference for Potential." Journal of Experimental Social Psychology 55 (November 2014): 210–216.
  • October 2012 (Revised September 2014)
  • Case

Doing Business in Vietnam

By: Alan MacCormack, Michael Shih-ta Chen and Dawn H. Lau
This case gives an overview of the current business environment in Vietnam as of 2012. The first part of the case introduces the main economic, political and cultural aspects of the country of which anyone who has business interest in the country ought to be aware.... View Details
Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Emerging Markets; Business Ventures; Strategy; Viet Nam
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MacCormack, Alan, Michael Shih-ta Chen, and Dawn H. Lau. "Doing Business in Vietnam." Harvard Business School Case 713-434, October 2012. (Revised September 2014.)
  • 14 Sep 2010
  • First Look

First Look: September 14, 2010

problem when they first emerged but was ultimately overcome by changes in the innovation ecosystem. However, incumbents in the oil and power sector are different in two respects. First, they are producing a commodity and hence face little... View Details
Keywords: Sean Silverthorne
  • January 2013
  • Article

The Fog of Negotiation: What Negotiators Can Learn from Military Doctrine

By: Michael A. Wheeler
On the surface, warfare and negotiation may seem to be polar opposites. The objective in war is to defeat the enemy. In negotiation, the goal is to find a solution that satisfies all the parties. Not surprisingly, little cross-learning and exchange has occurred across... View Details
Keywords: Strategy; Leadership; War; Negotiation; Learning
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Wheeler, Michael A. "The Fog of Negotiation: What Negotiators Can Learn from Military Doctrine." Negotiation Journal 29, no. 1 (January 2013): 23–38.
  • 18 Nov 2016
  • Conference Presentation

Rawlsian Fairness for Machine Learning

By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
  • Winter 2014
  • Article

The Art of Strategic Renewal

By: Andy Binns, J. Bruce Harreld, Charles A. O'Reilly and Michael L. Tushman
In recent years, we have seen well-established companies such as Kodak, Blockbuster, Nokia, and BlackBerry pushed to the brink by smart competitors and changes in their industries. In each case, there were opportunities to act before a crisis engulfed the organization.... View Details
Keywords: Organizational Change and Adaptation
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Binns, Andy, J. Bruce Harreld, Charles A. O'Reilly, and Michael L. Tushman. "The Art of Strategic Renewal." MIT Sloan Management Review 55, no. 2 (Winter 2014): 21–23.
  • 2009
  • Working Paper

Feeling Good about Giving: The Benefits (and Costs) of Self-Interested Charitable Behavior

By: Lalin Anik, Lara B. Aknin, Michael I. Norton and Elizabeth W. Dunn
While lay intuitions and pop psychology suggest that helping others leads to higher levels of happiness, the existing evidence only weakly supports this causal claim: Research in psychology, economics, and neuroscience exploring the benefits of charitable giving has... View Details
Keywords: Philanthropy and Charitable Giving; Research; Behavior; Happiness; Motivation and Incentives
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Anik, Lalin, Lara B. Aknin, Michael I. Norton, and Elizabeth W. Dunn. "Feeling Good about Giving: The Benefits (and Costs) of Self-Interested Charitable Behavior." Harvard Business School Working Paper, No. 10-012, August 2009.
  • November 2019 (Revised June 2020)
  • Case

Indigo Agriculture: Harnessing Nature

By: Marco Iansiti, Michael W. Toffel and James Barnett
Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
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Iansiti, Marco, Michael W. Toffel, and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Case 620-024, November 2019. (Revised June 2020.)
  • 13 Mar 2012
  • First Look

First Look: March 13

the reduction in store size was associated with TFP of retail chains falling by 0.4% per annum, or 40% of the post-1995 slowdown in UK retail TFP growth. China's Growing IT Services and Software Industry: Challenges and Implications... View Details
Keywords: Sean Silverthorne
  • June 2012
  • Article

Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes

By: Robyn A. LeBoeuf and Michael I. Norton
We show that people non-normatively infer event causes from event consequences. For example, people inferred that a product failure (computer crash) had a large cause (widespread computer virus) if it had a large consequence (job loss), but that the identical failure... View Details
Keywords: Causal Inference; Product; Forecasting and Prediction; Motivation and Incentives; Failure
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LeBoeuf, Robyn A., and Michael I. Norton. "Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes." Journal of Consumer Research 39, no. 1 (June 2012): 128–141.
  • 21 Jun 2011
  • First Look

First Look: June 21

characterizes the financial world. They also overlook the role of natural selection. To be sure, natural selection in the financial world is not exactly analogous to the processes first described by Darwin and elaborated on View Details
Keywords: Sean Silverthorne
  • 09 Sep 2014
  • First Look

First Look: September 9

  Publications September 2014 Cambridge University Press Consumer Lending in France and America: Credit and Welfare By: Trumbull, Gunnar Abstract—Why did America embrace consumer credit over the course of the twentieth century, when most other countries did not? How... View Details
Keywords: Sean Silverthorne
  • April 2020
  • Teaching Note

Indigo Agriculture: Harnessing Nature

By: Michael W. Toffel and James Barnett
Teaching Note for HBS No. 620-024. Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing... View Details
Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Science-Based Business; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
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Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Teaching Note 620-075, April 2020.
  • February 2011
  • Article

It's the Recipient That Counts: Spending Money on Strong Social Ties Leads to Greater Happiness Than Spending on Weak Social Ties

By: Lara B. Aknin, Gillian M. Sandstrom, Elizabeth W. Dunn and Michael I. Norton
Previous research has shown that spending money on others (prosocial spending) increases happiness. But, do the happiness gains depend on who the money is spent on? Sociologists have distinguished between strong ties with close friends and family and weak... View Details
Keywords: Happiness; Relationships; Philanthropy and Charitable Giving
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Aknin, Lara B., Gillian M. Sandstrom, Elizabeth W. Dunn, and Michael I. Norton. "It's the Recipient That Counts: Spending Money on Strong Social Ties Leads to Greater Happiness Than Spending on Weak Social Ties." PLoS ONE 6, no. 2 (February 2011): e17018.
  • 2017
  • Working Paper

Empowering Bureaucracy: Achieving Non-Hierarchical Control and Employee Autonomy Through Dynamic Formal Roles

By: Michael Lee
Hierarchy and formal structure are conventionally viewed as two tightly coupled dimensions of organization design. As organizations move from more hierarchical to less hierarchical authority structures, they also tend to reduce formal structure. However, organic... View Details
Keywords: Organization Design; Autonomy; Decentralization; Self-Managed Organizations; Formalization; Roles; Organizational Design; Organizational Structure; Management Systems
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Lee, Michael. "Empowering Bureaucracy: Achieving Non-Hierarchical Control and Employee Autonomy Through Dynamic Formal Roles." Working Paper, August 2017.
  • 2019
  • Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
Keywords: Machine Learning; Fairness; AI and Machine Learning
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
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