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  • All HBS Web  (11,975)
    • People  (75)
    • News  (2,995)
    • Research  (3,829)
    • Events  (39)
    • Multimedia  (353)
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  • 21 Nov 2015
  • News

Machines Beat Humans at Hiring Best Employees

Keywords: machine learning; hiring practices; human resources
  • 2017
  • Working Paper

Discretionary Task Ordering: Queue Management in Radiological Services

By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
Work scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks... View Details
Keywords: Discretion; Scheduling; Queue; Healthcare; Learning; Experience; Decentralization; Delegation; Behavioral Operations; Operations; Service Operations; Service Delivery; Performance; Performance Effectiveness; Performance Efficiency; Performance Improvement; Performance Productivity; Decisions; Time Management; Cost vs Benefits; Health Industry
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Ibanez, Maria, Jonathan R. Clark, Robert S. Huckman, and Bradley R. Staats. "Discretionary Task Ordering: Queue Management in Radiological Services." Harvard Business School Working Paper, No. 16-051, October 2015. (Revised March 2017.)
  • May 2012
  • Case

Columbia's Final Mission (Abridged) (A)

By: Amy C. Edmondson and Kerry Herman
This case documents decision-making processes, organizational culture, and other contributors to NASA's failed Columbia mission in 2003. Addresses the question of how organizations should deal with "ambiguous threats" - weak signals of potential crisis - and explores... View Details
Keywords: Cognitive Biases; Teams; Organizational Learning; Ambiguous Threat; Leadership; Organizational Culture; Decision Making; Failure; Crisis Management; Aerospace Industry
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Edmondson, Amy C., and Kerry Herman. "Columbia's Final Mission (Abridged) (A)." Harvard Business School Case 612-095, May 2012.
  • 10 Oct 2007
  • Working Paper Summaries

Harnessing Our Inner Angels and Demons: What We Have Learned About Want/Should Conflicts and How That Knowledge Can Help Us Reduce Short-Sighted Decision Making

Keywords: by Katherine L. Milkman, Todd Rogers & Max H. Bazerman
  • September 2020 (Revised March 2022)
  • Case

JOANN: Joannalytics Inventory Allocation Tool

By: Kris Ferreira and Srikanth Jagabathula
Michael Joyce, Vice President of Inventory Management at JOANN, championed an effort to develop and implement an inventory allocation analytics tool that used advanced analytics to predict in-season demand of seasonal items for each of JOANN’s nearly 900 stores and... View Details
Keywords: Analytics; Machine Learning; Optimization; Inventory Management; Mathematical Methods; Decision Making; Operations; Supply Chain Management; Resource Allocation; Distribution; Technology Adoption; Applications and Software; Change Management; Fashion Industry; Consumer Products Industry; Retail Industry; United States; Ohio
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Ferreira, Kris, and Srikanth Jagabathula. "JOANN: Joannalytics Inventory Allocation Tool." Harvard Business School Case 621-055, September 2020. (Revised March 2022.)
  • November 2021
  • Article

Digital Infrastructure Is More Than Just Broadband: What the U.S. Can Learn from Europe's Open Source Technology policy study

By: Frank Nagle
Keywords: Technological Innovation; Infrastructure; Open Source Distribution; Economic Growth; United States; European Union
Citation
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Nagle, Frank. "Digital Infrastructure Is More Than Just Broadband: What the U.S. Can Learn from Europe's Open Source Technology policy study." Brookings Series: Reimagining Modern-day Markets and Regulations (November 2021).
  • 2013
  • Chapter

Discussion of "Industrial Policies, the Creation of a Learning Society, and Economic Development" by Bruce Greenwald and Stiglitz Stiglitz

By: Josh Lerner
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Lerner, Josh. Discussion of "Industrial Policies, the Creation of a Learning Society, and Economic Development" by Bruce Greenwald and Stiglitz Stiglitz. In The Industrial Policy Revolution I: The Role of Government Beyond Ideology. no. 151-1, edited by Joseph E. Stiglitz and Justin Lin Yifu. IEA Conference Volume. London: Palgrave Macmillan, 2013.
  • November 2022
  • Article

A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups

By: Anjali M. Bhatt, Amir Goldberg and Sameer B. Srivastava
When the social boundaries between groups are breached, the tendency for people to erect and maintain symbolic boundaries intensifies. Drawing on extant perspectives on boundary maintenance, we distinguish between two strategies that people pursue in maintaining... View Details
Keywords: Culture; Machine Learning; Natural Language Processing; Symbolic Boundaries; Organizations; Boundaries; Social Psychology; Interpersonal Communication; Organizational Culture
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Bhatt, Anjali M., Amir Goldberg, and Sameer B. Srivastava. "A Language-Based Method for Assessing Symbolic Boundary Maintenance between Social Groups." Sociological Methods & Research 51, no. 4 (November 2022): 1681–1720.
  • Article

Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error

By: A. Edmondson
Keywords: Learning; Groups and Teams; Organizations
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Edmondson, A. "Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error." Journal of Applied Behavioral Science 32, no. 1 (March 1996): 5–28.
  • Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details
Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework
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Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Faithful and Customizable Explanations of Black Box Models." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2019).
  • Article

The Feeling of Not Knowing It All

By: Haiyang Yang, Ziv Carmon, Dan Ariely and Michael I. Norton
How do consumers assess their mastery of knowledge they have learned? We explore this question by investigating a common knowledge consumption situation: encountering opportunities for further learning. We argue and show that such opportunities can trigger a... View Details
Keywords: Knowledge Consumption; Consumption Of Learning; Judgment Of Knowledge; Feeling Ofknowing; Confidence In Knowledge; WYSIATI; FONKIA; Knowledge Acquisition; Learning; Perception
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Yang, Haiyang, Ziv Carmon, Dan Ariely, and Michael I. Norton. "The Feeling of Not Knowing It All." Journal of Consumer Psychology 29, no. 3 (July 2019): 455–462.
  • July–August 2025
  • Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche
We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science 36, no. 4 (July–August 2025): 1551–1573.
  • 2019
  • Chapter

The Case Method

By: Joseph L. Bower
The case method was developed concurrently with the emergence of business schools as a way of teaching future executives evidence-based problem solving in the classroom. Harvard Business School faculty led in developing the method. A particular challenge in the writing... View Details
Keywords: Case Method; Case Studies; Case Teaching; Problem-based Learning; Cases; Learning; Teaching
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Bower, Joseph L. "The Case Method." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, June 2016.)
  • Research Summary

Overview

My research focuses on content marketing, generative AI, digital marketing, and computational social science. View Details
Keywords: Digitalization; Machine Learning; Content Creation; AI
  • 13 May 2013
  • News

Education Without Limits

Keywords: onling learning; videos; tutorials; Khan Academy; Educational Services; Business Schools & Computer & Management Training; Educational Services; Educational Support Services; Educational Services; News, Library, Internet, and Other Services; Information
  • 1979
  • Chapter

Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error

By: A. Edmondson
Keywords: Learning; Perception; Attitudes; Groups and Teams; Organizational Culture; Power and Influence
Citation
Related
Edmondson, A. "Learning from Mistakes Is Easier Said than Done: Group and Organization Influences on the Detection and Correction of Human Error." In Organizational Psychology, edited by D. Kolb, I. Rubin, and J. McIntyre. Englewood Cliffs: Prentice Hall, 1979.
  • 04 Apr 2024
  • Blog Post

Climate Stories: Water Series - Episode #16: Tim Murdoch, HBS MBA 1990 – Learning about Climate Change and Water

Series - Episode #16: Tim Murdoch, HBS MBA 1990 – Learning about Climate Change and Water “I am now a student of water. Attending last May’s Accelerating Climate Solutions conference on campus re-connected me View Details
  • June 1, 2025
  • Article

How Universities Die: It Has Happened Before in Centers of Learning Such as Berlin and Beijing. Is Boston Next?

By: William C. Kirby
Keywords: Business Admnistration; University; University Administration; Harvard University; Higher Education; History; Boston
Citation
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Kirby, William C. "How Universities Die: It Has Happened Before in Centers of Learning Such as Berlin and Beijing. Is Boston Next?" Boston Globe (June 1, 2025), K1–K4.
  • 10 Dec 2020
  • Podcast

67. Long Life Learning and Preparing for Jobs That Don’t Even Exist Yet: A Conversation with Michelle R. Weise, PhD

Michelle Weise is an expert in higher education and in the development of more innovative workforce and talent pipelines. A former Senior Research Fellow in Higher Education at The Christensen Institute, she joined us on The Disruptive Voice to reflect on her career... View Details
  • 2021
  • Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details
Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit
Citation
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Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
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