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  • All HBS Web  (13,847)
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  • 2017
  • Working Paper

Machine Learning Methods for Strategy Research

By: Mike Horia Teodorescu
Numerous applications of machine learning have gained acceptance in the field of strategy and management research only during the last few years. Established uses span such diverse problems as strategic foreign investments, strategic resource allocation, systemic risk... View Details
Keywords: Machine Learning; Natural Language Processing; Classification; Decision Trees; Strategic Decisions; Strategy; Research; Information Technology
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Teodorescu, Mike Horia. "Machine Learning Methods for Strategy Research." Harvard Business School Working Paper, No. 18-011, August 2017. (Revised October 2017.)
  • September 16, 2022
  • Article

Bored at Work? Learn to Manage It by Putting It to Work

By: Katherine Connolly Baden, Boris Groysberg and Heather Poco
Do you often feel bored at work or in life? Do you want to feel less bored? If so, what can you do to make that happen? Boredom has a bad rap, but is it really so bad? View Details
Keywords: Time Management; Emotions; Motivation and Incentives; Jobs and Positions
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Baden, Katherine Connolly, Boris Groysberg, and Heather Poco. "Bored at Work? Learn to Manage It by Putting It to Work." Newsweek (September 16, 2022), 18–19.
  • July–August 2018
  • Article

Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

By: Frank Nagle
As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by... View Details
Keywords: Open Source Distribution; Applications and Software; Competitive Strategy; Learning; Competitive Advantage
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Nagle, Frank. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods." Organization Science 29, no. 4 (July–August 2018): 569–587.
  • December 2020
  • Teaching Plan

Scaling Well by Doing Good: Motivating Talent at b.good

By: Francesca Gino, Gary P. Pisano and Alexander Rohe
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Gino, Francesca, Gary P. Pisano, and Alexander Rohe. "Scaling Well by Doing Good: Motivating Talent at b.good." Harvard Business School Teaching Plan 921-030, December 2020.
  • February 2016 (Revised September 2017)
  • Case

Scaling Well by Doing Good: Motivating Talent at b.good

By: Francesca Gino, Paul Green Jr. and Bradley Staats
Boston-based fast-casual chain b.good was founded on the idea of healthy food, sourced locally, and prepared in-store. The founders had built a value-based business and worked hard to cultivate a sense of family—among employees, customers, and suppliers. In 2015, they... View Details
Keywords: Motivation; Values; Corporate Culture; Growth Strategy; Motivation and Incentives; Values and Beliefs; Growth Management; Organizational Culture; Growth and Development Strategy; Service Industry; Food and Beverage Industry; New England
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Gino, Francesca, Paul Green Jr., and Bradley Staats. "Scaling Well by Doing Good: Motivating Talent at b.good." Harvard Business School Case 916-031, February 2016. (Revised September 2017.)
  • August 2020
  • Article

Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation

By: Prithwiraj Choudhury, Evan Starr and Rajshree Agarwal
The use of machine learning (ML) for productivity in the knowledge economy requires considerations of important biases that may arise from ML predictions. We define a new source of bias related to incompleteness in real time inputs, which may result from strategic... View Details
Keywords: Machine Learning; Bias; Human Capital; Management; Strategy
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Choudhury, Prithwiraj, Evan Starr, and Rajshree Agarwal. "Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation." Strategic Management Journal 41, no. 8 (August 2020): 1381–1411.
  • 2011
  • Chapter

On Organizational Learning by Chris Argyris and Donald A. Schön

By: Faaiza Rashid
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Rashid, Faaiza. "On Organizational Learning by Chris Argyris and Donald A. Schön." In The Multimedia Encyclopedia of Organization Theory: From Taylor to Today, edited by Erhard Friedberg. Paris: R&O Multimedia, 2011. Multimedia.
  • Research Summary

Social Learning

One major area of my research is social learning: the ways and extent to which people discover what they want and need from the behavior and opinions of others.  Social learning takes many forms.  Probably most obvious is word of mouth—the advice and... View Details

  • March 2000
  • Article

Do Firms Learn to Create Value? The Case of Alliances

By: B. Anand and T. Khanna
Keywords: Business Ventures; Alliances; Value
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Anand, B., and T. Khanna. "Do Firms Learn to Create Value? The Case of Alliances." Strategic Management Journal 21, no. 3 (March 2000): 295–315.
  • 1995
  • Working Paper

Learning Before Doing in the Development of New Process Technology

By: Gary P. Pisano
Citation
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Pisano, Gary P. "Learning Before Doing in the Development of New Process Technology." Harvard Business School Working Paper, No. 96-013, September 1995.
  • 19 Nov 2012
  • Research & Ideas

LEED-ing by Example

Unit at Harvard Business School. "For example, procurement policies could serve a demonstration role that would stimulate private demand by making people more aware of green buildings. They might also cover the start-up costs of... View Details
Keywords: by Carmen Nobel; Construction; Real Estate; Energy; Utilities
  • 05 Jul 2006
  • Working Paper Summaries

Do Managers’ Heuristics Affect R&D Performance Volatility? A Simulation Informed by the Pharmaceutical Industry

Keywords: by Francesca Gino & Gary P. Pisano; Pharmaceutical
  • August 2020 (Revised September 2020)
  • Technical Note

Assessing Prediction Accuracy of Machine Learning Models

By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne
The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details
Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods
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Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. (Revised September 2020.)
  • 04 Jan 2011
  • Working Paper Summaries

The Learning Effects of Monitoring

Keywords: by Dennis Campbell, Marc Epstein & Francisco de Asis Martinez-Jerez; Entertainment & Recreation
  • May 2011
  • Book Review

Book review of Learning by Example: Imitation and Innovation at a Global Bank, by David Strang.

By: Rosabeth M. Kanter
Keywords: Learning; Innovation and Invention
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Kanter, Rosabeth M. "Book review of Learning by Example: Imitation and Innovation at a Global Bank, by David Strang." American Journal of Sociology 116, no. 6 (May 2011).
  • 1998
  • Working Paper

Do Firms Learn to Create Value? The Case of Alliances

By: Bharat Anand and Tarun Khanna
Citation
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Anand, Bharat, and Tarun Khanna. "Do Firms Learn to Create Value? The Case of Alliances." Harvard Business School Working Paper, No. 99-008, July 1998.
  • July 19, 2021
  • Article

Do Most Family Businesses Really Fail by the Third Generation?

By: Josh Baron and Rob Lachenauer
Perhaps the most commonly-cited statistic about family businesses is their failure rates. Most articles or speeches about family businesses start with some version of the “three-generation rule,” which suggests that most don’t survive beyond three generations. But that... View Details
Keywords: Family Business; Success; Perception
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Baron, Josh, and Rob Lachenauer. "Do Most Family Businesses Really Fail by the Third Generation?" Harvard Business Review (website) (July 19, 2021).
  • 27 Aug 2014
  • Lessons from the Classroom

Learning From Japan’s Remarkable Disaster Recovery

idea to write their own cases, and Takeuchi readily agreed. He works with the small teams doing the work. "This allows HBS to make a difference by leaving best practices for future generations to study... View Details
Keywords: by Sean Silverthorne; Energy; Utilities; Retail
  • December 2019
  • Supplement

Lettuce Entertain You Enterprises (B): Doing Right by Do-Rite Donuts

By: Lena G. Goldberg and Michael S. Kaufman
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Goldberg, Lena G., and Michael S. Kaufman. "Lettuce Entertain You Enterprises (B): Doing Right by Do-Rite Donuts." Harvard Business School Supplement 320-084, December 2019.
  • 2017
  • Article

Organizational Support for Learning and Contribution to Improvement by Frontline Staff

By: Olivia Jung, Andrea Blasco and Karim R. Lakhani
Keywords: Tournaments; Innovation; Health Care Delivery
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Jung, Olivia, Andrea Blasco, and Karim R. Lakhani. "Organizational Support for Learning and Contribution to Improvement by Frontline Staff." Academy of Management Best Paper Proceedings (2017).
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