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  • All HBS Web  (4,542)
    • People  (28)
    • News  (1,066)
    • Research  (2,262)
    • Events  (15)
    • Multimedia  (19)
  • Faculty Publications  (1,102)
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  • 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

  • 08 Oct 2018
  • Working Paper Summaries

Developing Theory Using Machine Learning Methods

Keywords: by Prithwiraj Choudhury, Ryan Allen, and Michael G. Endres
  • January 2015 (Revised April 2015)
  • Case

Zeal: Launching Personalized and Social Learning

By: John J-H Kim and Christine S. An
Set in 2014, this case follows John Danner and his team at Zeal as they consider their product development strategy. In February 2013, serial entrepreneurs John Danner and Sanjay Noronha co-found Zeal, an education technology start up providing a web-based, mobile... View Details
Keywords: Entrepreneurship; Education Technology; MVP; Product Development; Product Market Fit; Monetization Strategy; SaaS Business Models; Education; Personalized Learning
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Kim, John J-H, and Christine S. An. "Zeal: Launching Personalized and Social Learning." Harvard Business School Case 315-052, January 2015. (Revised April 2015.)
  • 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.)
  • Research Summary

Vicarious Learning in Organizations

To advance the study of how individuals learn through their interactions with others, Professor Myers has adopted a vicarious learning theory lens. Vicarious learning allows individuals to learn from the outcomes of others’ experiences, rather than solely their own... View Details

Keywords: Learning And Development; Learning; Health Industry
  • June 2019
  • Article

Learning From Mum: Cross-National Evidence Linking Maternal Employment and Adult Children’s Outcomes

By: Kathleen L. McGinn, Mayra Ruiz Castro and Elizabeth Long Lingo
Analyses relying on two international surveys from over 100,000 men and women across 29 countries explore the relationship between maternal employment and adult daughters’ and sons’ employment and domestic outcomes. In the employment sphere, adult daughters, but not... View Details
Keywords: Female Labor Force Participation; Gender Attitudes; Household Labor; Maternal Employment; Social Class; Social Learning Theory; Social Mobility; Employment; Gender; Attitudes; Household; Labor; Learning; Outcome or Result
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McGinn, Kathleen L., Mayra Ruiz Castro, and Elizabeth Long Lingo. "Learning From Mum: Cross-National Evidence Linking Maternal Employment and Adult Children’s Outcomes." Work, Employment and Society 33, no. 3 (June 2019): 374–400.
  • March–April 1978
  • Article

Testing Social Theories in Marketing Settings

By: D. A. Leonard and E. M. Rogers
Keywords: Theory; Marketing; Society
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Leonard, D. A., and E. M. Rogers. "Testing Social Theories in Marketing Settings." American Behavioral Scientist 21, no. 4 (March–April 1978).
  • 2021
  • Working Paper

Impact Investing: A Theory of Financing Social Enterprises

By: Benjamin N. Roth
I present a model of financing social enterprises to delineate the role of impact investors relative to “pure” philanthropists. I characterize the optimal scale and structure of a social enterprise when financed by grants, and when financed by investments. Impact... View Details
Keywords: Impact Investing; Social Entrepreneurship; Finance; Investment; Mathematical Methods
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Roth, Benjamin N. "Impact Investing: A Theory of Financing Social Enterprises." Harvard Business School Working Paper, No. 20-078, February 2020. (Revised June 2021.)
  • 09 Mar 2020
  • Working Paper Summaries

Impact Investing: A Theory of Financing Social Entrepreneurship

Keywords: by Benjamin N. Roth; Financial Services
  • 2012
  • Dictionary Entry

Learning from Failure

By: Mark D. Cannon and Amy C. Edmondson
Failure is defined as an outcome that deviates from expected and desired results. Learning from failure describes processes and behaviors through which individuals, groups and organizations gain accurate and useful insights from failures and modify future behaviors,... View Details
Keywords: Learning From Failure; Failure; Learning; Behavior; Organizational Change and Adaptation
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Cannon, Mark D., and Amy C. Edmondson. "Learning from Failure." In Encyclopedia of the Sciences of Learning, edited by Norbert M. Seel, 1859–1863. New York: Springer, 2012.
  • March 2015
  • Article

Institutional Theory and the Natural Environment: Research in (and on) the Anthropocene

By: Andrew J. Hoffman and P. Devereaux Jennings
This review article summarizes the main tenets of institutional theory as they apply to the topic of the Anthropocene in the domain of organization and the natural environment. But our review is distinctive for two reasons: First, it is focused on providing avenues... View Details
Keywords: Institutional Theory; Natural Environment; Society
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Hoffman, Andrew J., and P. Devereaux Jennings. "Institutional Theory and the Natural Environment: Research in (and on) the Anthropocene." Special Issue on Review of the Literature on Organizations and Natural Environment: From the Past to the Future edited by Stephanie Bertels and Frances Bowen. Organization & Environment 28, no. 1 (March 2015): 8–31.
  • 2015
  • Working Paper

Coactive Vicarious Learning: Towards a Relational Theory of Vicarious Learning in Organizations

By: Christopher G. Myers
Vicarious learning—a process of individual belief and behavior change that occurs through being exposed to, and making meaning of, another's experience—has long been recognized as a key driver of individual, team and organizational success. Yet existing perspectives on... View Details
Keywords: Organizations; Learning
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Myers, Christopher G. "Coactive Vicarious Learning: Towards a Relational Theory of Vicarious Learning in Organizations." Harvard Business School Working Paper, No. 16-020, August 2015.
  • Research Summary

On-line social networks

Professor Piskorski's current research examines why and how people use on-line social networks, both in the US and abroad. Using extensive fieldwork and large scale empirical analyses, he constructed theories of social failures and networks as covers... View Details

Keywords: Social Networks
  • 26 Sep 2014
  • Other Presentation

Economic and Social Development: The New Learning

By: Michael E. Porter
This presentation covers topics on social and economic development, including: competitve advantage of nations and regions, clusters, the social progress index, and creating shared value. View Details
Keywords: Society; India
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Porter, Michael E. "Economic and Social Development: The New Learning." Porter Prize Conference, Institute for Competitiveness, India, Boston/New Delhi, United States/India, September 26, 2014.
  • Article

Learning Through Noticing: Theory and Evidence from a Field Experiment

By: Rema Hanna, Sendhil Mullainathan and Joshua Schwartzstein
We consider a model of technological learning under which people "learn through noticing": they choose which input dimensions to attend to and subsequently learn about from available data. Using this model, we show how people with a great deal of experience may... View Details
Keywords: Perception; Behavior; Learning
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Hanna, Rema, Sendhil Mullainathan, and Joshua Schwartzstein. "Learning Through Noticing: Theory and Evidence from a Field Experiment." Quarterly Journal of Economics 129, no. 3 (August 2014): 1311–1353. (Online Appendix.)
  • Article

Health Equity, Schooling Hesitancy, and the Social Determinants of Learning

By: Meira Levinson, Alan C. Geller, Joseph G. Allen and John D. Macomber
At least 62 million K-12 students in North America—disproportionately low-income children of color— have been physically out of school for over a year due to the COVID-19 pandemic. These children are at risk of significant academic, social, mental, and physical harm... View Details
Keywords: COVID-19; Public Health; Air Quality; Social Determinants Of Health; Schooling Hesitancy; Vaccine Hesitancy; Racial Injustice; Inequity; Inequality; Health Pandemics; Education; Health Care and Treatment; Policy; Race; Equality and Inequality
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Levinson, Meira, Alan C. Geller, Joseph G. Allen, and John D. Macomber. "Health Equity, Schooling Hesitancy, and the Social Determinants of Learning." Art. 100032. Lancet Regional Health – Americas 2 (October 2021).
  • 2014
  • Article

Corporate Social Responsibility Reporting in China: Symbol or Substance?

By: Christopher Marquis and Cuili Qian
This study focuses on how and why firms strategically respond to government signals regarding appropriate corporate activity. We integrate institutional theory and research on corporate political strategy to develop a political dependence model that explains (a) how... View Details
Keywords: Institutional Theory; Political Strategy; Non-market Strategy; China; Corporate Social Responsibility; Corporate Disclosure; Corporate Social Responsibility and Impact; Emerging Markets; Government and Politics; China
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Marquis, Christopher, and Cuili Qian. "Corporate Social Responsibility Reporting in China: Symbol or Substance?" Organization Science 25, no. 1 (January–February 2014): 127–148.
  • 2012
  • Working Paper

Componential Theory of Creativity

By: Teresa M. Amabile
The componential theory of creativity is a comprehensive model of the social and psychological components necessary for an individual to produce creative work. The theory is grounded in a definition of creativity as the production of ideas or outcomes that are both... View Details
Keywords: Creativity; Theory; Social Psychology; Organizational Culture
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Amabile, Teresa M. "Componential Theory of Creativity." Harvard Business School Working Paper, No. 12-096, April 2012.
  • March–April 2015
  • Article

Why We Think We Can't Dance: Theory of Mind and Children's Desire to Perform

By: Lan Nguyen Chaplin and Michael I. Norton
Theory of Mind (ToM) allows children to achieve success in the social world by understanding others' minds. A study with 3–12 year olds, however, demonstrates that gains in ToM are linked to decreases in children's desire to engage in performative behaviors associated... View Details
Keywords: Theory Of Mind; Self-Esteem; Behavior; Attitudes; Performance; Cognition and Thinking
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Chaplin, Lan Nguyen, and Michael I. Norton. "Why We Think We Can't Dance: Theory of Mind and Children's Desire to Perform." Child Development 86, no. 2 (March–April 2015): 651–658.
  • 4 Oct 2013
  • Other Presentation

Economic and Social Development: The New Learning

By: Michael E. Porter
This presentation draws on ideas from Professor Porter's articles and books, in particular, The Competitive Advantage of Nations (The Free Press, 1990), "Building the Microeconomic Foundations of Competitiveness," in The Global Competitiveness Report... View Details
Keywords: Economics; Panama
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Porter, Michael E. "Economic and Social Development: The New Learning." Americas Competitiveness Forum, Panama City, Panama, October 4, 2013.
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