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  • All HBS Web  (1,702)
    • People  (1)
    • News  (658)
    • Research  (876)
    • Events  (7)
    • Multimedia  (3)
  • Faculty Publications  (312)
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  • Article

A Learning Perspective on Intraorganizational Knowledge Spill-Ins

By: James Oldroyd and Ranjay Gulati
This exploratory study examines the role of intraorganizational knowledge spill-ins in the process of inferential learning. Drawing on the notions of knowledge reliability (the creation of shared meanings) and validity (understandings of cause and effect), we explore... View Details
Keywords: Learning; Perspective; Knowledge; Business Units; Organizations
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Oldroyd, James, and Ranjay Gulati. "A Learning Perspective on Intraorganizational Knowledge Spill-Ins." Strategic Entrepreneurship Journal 4, no. 4 (December 2010): 356–372.
  • August 2018 (Revised April 2019)
  • Supplement

Chateau Winery (B): Supervised Learning

By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details
Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis
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Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (B): Supervised Learning." Harvard Business School Supplement 119-024, August 2018. (Revised April 2019.)
  • Web

Organizational Behavior - Faculty & Research

full time positions. Candidates with outstanding records in PhD or DBA programs are encouraged to apply. Learn More Contact Information Organizational Behavior Unit Harvard Business School Morgan Hall... View Details
  • 01 Dec 2007
  • News

Learning to Lead

Authored by Assistant Professors Boris Groysberg and Chris Marquis, the case is taught in the first-year course Leadership and Organizational Behavior (LEAD). After just a few days on the job, Keller (MBA ’05) is taken off one project and... View Details
Keywords: Julia Hanna; Management
  • 01 Oct 2018
  • News

Learning About Leadership

you learn what senior leadership behaviors don't work. “One thing that really didn't work was company leaderships that over-promised and under-delivered––every business has risks––and company managements... View Details
Keywords: Finance
  • 2020
  • Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
  • 03 Oct 2023
  • What Do You Think?

Do Leaders Learn More From Success or Failure?

do you think? Share your thoughts in the comments below. References: Amy Edmondson, Right Kind of Wrong: The Science of Failing Well (Atria Books, 2023) Amy C. Edmondson, “Psychological Safety and Learning View Details
Keywords: by James Heskett
  • January 2014
  • Technical Note

Learning From Extreme Consumers

By: Jill Avery and Michael Norton
Traditional market research methods focus on understanding the average experiences of average consumers. This focus leads to gaps in our knowledge of consumer behavior and often fails to uncover insights that can drive revolutionary, rather than evolutionary... View Details
Keywords: Market Research; Ethnography; Design Thinking; Innovation; New Product Development; Research; Marketing; Consumer Behavior; Innovation and Invention
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Avery, Jill, and Michael Norton. "Learning From Extreme Consumers." Harvard Business School Technical Note 314-086, January 2014.
  • December 2023
  • Article

Self-Orienting in Human and Machine Learning

By: Julian De Freitas, Ahmet Uğuralp, Zeliha Uğuralp, Laurie Paul, Joshua B. Tenenbaum and T. Ullman
A current proposal for a computational notion of self is a representation of one’s body in a specific time and place, which includes the recognition of that representation as the agent. This turns self-representation into a process of self-orientation, a challenging... View Details
Keywords: AI and Machine Learning; Behavior; Learning
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De Freitas, Julian, Ahmet Uğuralp, Zeliha Uğuralp, Laurie Paul, Joshua B. Tenenbaum, and T. Ullman. "Self-Orienting in Human and Machine Learning." Nature Human Behaviour 7, no. 12 (December 2023): 2126–2139.
  • Web

Shaping the Learning Environment - Christensen Center for Teaching & Learning

encourages students to take risks in the class discussion, but is dismissive of comments that deviate from standard analysis, students will adjust their expectations, and the learning environment and student View Details
  • Article

Active World Model Learning with Progress Curiosity

By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal... View Details
Keywords: World Models; Mathematical Methods
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Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
  • Web

Research - Behavioral Finance & Financial Stability

expectations into a standard setting of price formation in which investors learn about the fundamental value of an asset and trade it. They study the interaction of diagnostic expectations with learning from... View Details
  • Web

Human Behavior & Decision-Making - Faculty & Research

Human Behavior & Decision-Making Human Behavior & Decision-Making 2014 Book The Power of Noticing: What the Best Leaders See By: Max Bazerman This book will examine the common failure to notice critical... View Details
  • Article

Costs Without Value When Treating Pediatric Behavioral Patients in the ED

By: Marcella Jewell, Syed S. Shehab, Robert S. Kaplan, Jack Fanton and Joeli Hettler
Pediatric Emergency Department (ED) visits have greatly increased in recent years. An academic pediatric ED that annually treats about 1,000 behavioral health patients conducted a study to assess the true cost of caring for nonacute behavioral health patients. It... View Details
Keywords: Costs; Value; Healthcare; Health Care and Treatment; Cost Management
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Jewell, Marcella, Syed S. Shehab, Robert S. Kaplan, Jack Fanton, and Joeli Hettler. "Costs Without Value When Treating Pediatric Behavioral Patients in the ED." NEJM Catalyst Innovations in Care Delivery 3, no. 2 (February 2022).
  • 01 Apr 1997
  • News

Learning from the Past

specially commissioned maps, and 11 explanatory appendices as well as numerous footnotes and other study aids. Insights into contemporary human behavior and society, written more than 2,400 years ago. Insights into contemporary human... View Details
Keywords: James E. Aisner
  • March 2023
  • Article

Learning to Successfully Hire in Online Labor Markets

By: Marios Kokkodis and Sam Ransbotham
Hiring in online labor markets involves considerable uncertainty: which hiring choices are more likely to yield successful outcomes and how do employers adjust their hiring behaviors to make such choices? We argue that employers will initially explore the value of... View Details
Keywords: Selection and Staffing; Analysis; Decision Choices and Conditions
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Kokkodis, Marios, and Sam Ransbotham. "Learning to Successfully Hire in Online Labor Markets." Management Science 69, no. 3 (March 2023): 1597–1614.
  • 07 Sep 2011
  • News

Lessons Learned from Skydeck

Keywords: cartoons; Arts, Entertainment; Advertising, Public Relations, and Related Services; Professional Services
  • April 2025
  • Article

Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile

By: Shunyuan Zhang, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar and Xupin Zhang
Non-informational cues, such as facial expressions, can significantly influence judgments and interpersonal impressions. While past research has explored how smiling affects business outcomes in offline or in-store contexts, relatively less is known about how smiling... View Details
Keywords: Sharing Economy; Airbnb; Image Feature Extraction; Machine Learning; Facial Expressions; Prejudice and Bias; Nonverbal Communication; E-commerce; Consumer Behavior; Perception
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Zhang, Shunyuan, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar, and Xupin Zhang. "Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile." Journal of Consumer Research 51, no. 6 (April 2025): 1073–1097.
  • 16 Jan 2014
  • News

Learning from Helping Others

learned more than anyone else," she says. The work-hard-play-hard environment produced some of her most enduring friendships—Peter Nolan, Andrew Peisch, Suzanne Pollock, Kris Klein—among classmates, and she also met her husband, Alan... View Details
Keywords: Jill Radsken; Health, Social Assistance
  • 01 Sep 2023
  • News

Hands-on Learning About Global Markets

A certificate of appreciation was presented to Ellie Care representatives Francisco Garcia Zavaleta (COO) and Gervasio Videla Dorna (cofounder and CEO), at left, and to Patricio Alba (cofounder and CIO), far right, by HBS students Maxwell Nii Laryea, third from left,... View Details
Keywords: Jennifer Gillespie
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