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Show Results For
- All HBS Web
(24,926)
- People (104)
- News (5,058)
- Research (13,154)
- Events (112)
- Multimedia (438)
- Faculty Publications (10,817)
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- September 2012
- Article
Learning Agility: In Search of Conceptual Clarity and Theoretical Grounding
By: D. Scott DeRue, Susan J. Ashford and Christopher G. Myers
As organizations become more complex and dynamic, individuals' ability to learn from experience becomes more important. Recently, the concept of learning agility has attracted considerable attention from human resource professionals and consultants interested in... View Details
DeRue, D. Scott, Susan J. Ashford, and Christopher G. Myers. "Learning Agility: In Search of Conceptual Clarity and Theoretical Grounding." Industrial and Organizational Psychology: Perspectives on Science and Practice 5, no. 3 (September 2012): 258–279.
- 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
- September 2012
- Article
Learning Agility: Many Questions, a Few Answers, and a Path Forward
By: D. Scott DeRue, Susan J. Ashford and Christopher G. Myers
This article responds to and extends the commentaries offered in response to our focal article on learning agility. After summarizing the basic themes in the commentaries, we use this response to clarify points that were unclear in our original article and push back on... View Details
DeRue, D. Scott, Susan J. Ashford, and Christopher G. Myers. "Learning Agility: Many Questions, a Few Answers, and a Path Forward." Industrial and Organizational Psychology: Perspectives on Science and Practice 5, no. 3 (September 2012): 316–322.
- 08 Oct 2018
- Working Paper Summaries
Developing Theory Using Machine Learning Methods
- Research Summary
Personal Development and Interpersonal Feedback
Enabling individual development and learning are key to enabling organizational success as well as employee satisfaction and engagement. Many organizational approaches to employee development visualize feedback processes as mechanisms for illuminating individual... View Details
- 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
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.)
- 1999
- Chapter
Leading Learning and Learning to Lead: An Action Learning Approach to Developing Organizational Fitness
By: Michael Beer
Beer, Michael. "Leading Learning and Learning to Lead: An Action Learning Approach to Developing Organizational Fitness." In The Leader's Change Handbook: An Essential Guide to Setting Direction and Taking Action, edited by Jay A. Conger, Gretchen M. Spreitzer, and Edward E. Lawler III. San Francisco: Jossey-Bass, 1999.
- Teaching Interest
Big Data Analytics and Machine Learning
Big data in the context of marketing, management, and innovation strategy. Machine Learning algorithms and tools.
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- Article
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups.... View Details
Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
- 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
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.
- Article
Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs
By: Michael G. Endres, Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland and Robert A. Gaudin
Periapical radiolucencies, which can be detected on panoramic radiographs, are one of the most common radiographic findings in dentistry and have a differential diagnosis including infections, granuloma, cysts, and tumors. In this study, we seek to investigate the... View Details
Keywords: Artificial Intelligence; Diagnosis; Computer-assisted; Image Interpretation; Machine Learning; Radiography; Panoramic Radiograph; AI and Machine Learning
Endres, Michael G., Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland, and Robert A. Gaudin. "Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs." Diagnostics 10, no. 6 (June 2020).
- September 2011
- Article
Up Close and Personal: Developing Foundations for Leader Development through Personalization of Management Learning
By: Gianpiero Petriglieri, Jack D. Wood and Jennifer L. Petriglieri
This paper examines the process through which management students develop personal foundations (such as self-awareness, self-management, and a grounding life narrative) for the ongoing development and practice of leadership. We conducted an inductive, qualitative study... View Details
Keywords: Leadership Development; Innovation and Invention; Personal Development and Career; Curriculum and Courses; Customization and Personalization; Learning; Management Practices and Processes; Business Education
Petriglieri, Gianpiero, Jack D. Wood, and Jennifer L. Petriglieri. "Up Close and Personal: Developing Foundations for Leader Development through Personalization of Management Learning." Academy of Management Learning & Education 10, no. 3 (September 2011). (
Nominated for Carolyn Dexter Award For the paper that best meets the objective of internationalizing the Academy presented by Academy of Management. Winner of Best Paper in Graduate Management Education Sponsored by the Graduate Management Admission Council (GMAC) presented by Academy of Management
.)- 1996
- Article
Developing an Organization Capable of Implementing Strategy and Learning
By: Michael Beer and Russell Eisenstat
Beer, Michael, and Russell Eisenstat. "Developing an Organization Capable of Implementing Strategy and Learning." Human Relations 49, no. 5 (1996).
- April 2020
- Article
Regulatory Oversight, Causal Inference, and Safe and Effective Health Care Machine Learning
By: Ariel Dora Stern and W. Nicholson Price, II
In recent years, the applications of Machine Learning (ML) in the health care delivery setting have grown to become both abundant and compelling. Regulators have taken notice of these developments and the U.S. Food and Drug Administration (FDA) has been engaging... View Details
Keywords: Machine Learning; Causal Inference; Health Care and Treatment; Safety; Governing Rules, Regulations, and Reforms
Stern, Ariel Dora, and W. Nicholson Price, II. "Regulatory Oversight, Causal Inference, and Safe and Effective Health Care Machine Learning." Biostatistics 21, no. 2 (April 2020): 363–367.
- Research Summary
Effective Learning from Failure
Professor Myers examines the traits and characteristics that make people effective at learning from experience—characteristics that are particularly important when they attempt to draw lessons from failure. Results of experiments indicate that individuals learn more... View Details
- 17 Nov 2015 - 19 Nov 2015
- Other Presentation
Cluster Mapping and Cluster-Based Economic Development
By: Michael E. Porter and Christian H.M. Ketels
This workshop brought together cluster policymakers, experts, and policy-oriented researchers from the United States and the European Union to exchange best practices on cluster mapping, cluster portals, and cluster-based economic development policies and programs.... View Details
Keywords: Clusters; Competitiveness; Economic Development; Competition; Development Economics; United States; European Union
Porter, Michael E., and Christian H.M. Ketels. "Cluster Mapping and Cluster-Based Economic Development." US–EU Cluster Workshop, Boston, MA, November 17–19, 2015.
- 2022
- Working Paper
Developing a Sustainable High Commitment, High Performance System of Organizing, Managing, and Leading: An Actionable Systems Theory of Change and Development
By: Michael Beer
This paper presents a theory for developing an adaptive high commitment, high performance system of organizing, managing, and leading. It is a synthesis of my 50 years of action and field research presented in my books and articles. It operationalized and makes... View Details
Keywords: Organizational Learning; Organizational Change and Adaptation; Leadership; Management Practices and Processes
Beer, Michael. "Developing a Sustainable High Commitment, High Performance System of Organizing, Managing, and Leading: An Actionable Systems Theory of Change and Development." Harvard Business School Working Paper, No. 23-016, September 2022.
- 1995
- Working Paper
Developing an Organization Capable of Implementing Strategy and Learning
By: Michael Beer