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Show Results For
-
All HBS Web
(10,606)
- People (64)
- News (3,231)
- Research (3,880)
- Events (24)
- Multimedia (60)
- Faculty Publications (1,353)
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- Article
Learning from Potentially Biased Statistics: Household Inflation Perceptions and Expectations in Argentina
By: Alberto Cavallo, Guillermo Cruces and Ricardo Perez-Truglia
When forming expectations, households may be influenced by perceived bias in the information they receive. In this paper, we study how individuals learn from potentially biased statistics using data from both a natural experiment and a survey experiment during a...
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Keywords:
Inflation Expectations;
Bayesian Estimation;
Inflation and Deflation;
Information;
Household;
Behavior;
Argentina
Cavallo, Alberto, Guillermo Cruces, and Ricardo Perez-Truglia. "Learning from Potentially Biased Statistics: Household Inflation Perceptions and Expectations in Argentina." Brookings Papers on Economic Activity (Spring 2016): 59–108.
- March 27, 2017
- Article
How the Water Industry Learned to Embrace Data
By: Frank V. Cespedes and Amir Peleg
Most current talk about “big data” seems to assume the disintermediation or replacement of physical assets by digital technologies. But a bigger and more impactful trend is the use of online tools to improve physical asset utilization in many traditional off-line...
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Keywords:
Information Technology;
Analytics and Data Science;
Organizational Change and Adaptation;
Utilities Industry
Cespedes, Frank V., and Amir Peleg. "How the Water Industry Learned to Embrace Data." Harvard Business Review (website) (March 27, 2017).
- 2007
- Working Paper
Acting Globally but Thinking Locally? The Influence of Local Communities on Organizations
By: Christopher Marquis and Julie Battilana
We develop an institutional theory of how local communities continue to matter for organizations, and why community factors are particularly important in a global age. Since globalization has taken center stage in both practitioner and academic circles, research has...
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Keywords:
Geographic Location;
Local Range;
Globalization;
Organizational Change and Adaptation;
Business and Community Relations;
Power and Influence
Marquis, Christopher, and Julie Battilana. "Acting Globally but Thinking Locally? The Influence of Local Communities on Organizations." Harvard Business School Working Paper, No. 08-034, November 2007.
- 2004
- Article
Teaching Students How to Reason Well by Analogy
By: Giovanni Gavetti and Jan Rivkin
Gavetti, Giovanni, and Jan Rivkin. "Teaching Students How to Reason Well by Analogy." Journal of Strategic Management Education 1, no. 2 (2004).
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use...
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- 2023
- Book
How the Harvard Business School Changed the Way We View Organizations
By: Jay W. Lorsch
The story of the field of organizational behavior (which overlaps considerably with the origin story of Harvard Business School) and how it created the “medical model” of systems thinking—anchored in the practices of listening, observing, testing, and only then...
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Keywords:
Organizational Behavior;
Systems Thinking;
Medical Model;
Organizations;
Behavior;
System;
History
Lorsch, Jay W. How the Harvard Business School Changed the Way We View Organizations. Business Expert Press, 2023.
- 2021
- Chapter
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual...
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
- 2018
- Working Paper
Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning
By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck
Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces...
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Keywords:
Quantile Forecasts;
Regression Tree;
Copula;
Passenger Flow Management;
Data-driven Operations;
Forecasting and Prediction;
Data and Data Sets
Guo, Xiaojia, Yael Grushka-Cockayne, and Bert De Reyck. "Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning." Harvard Business School Working Paper, No. 19-040, October 2018.
- Research Summary
Overview
I am interested in the individual experience of learning in organizational settings, particularly how employees learn to learn from the challenging work they do.
I am currently researching the role of reflection for raising awareness of learning opportunities that...
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- July 2008
- Exercise
Information Use by Managers in Decision Making: A Team Exercise
By: Amy C. Edmondson and Ann Cullen
The purpose of this exercise is to explore the challenges of information collection and analysis. Students will, experientially, gain insights into how information is used and be exposed to a framework for identifying and evaluating information. In addition, the...
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Keywords:
Competency and Skills;
Decision Making;
Knowledge Use and Leverage;
Managerial Roles;
Business Processes;
Groups and Teams
Edmondson, Amy C., and Ann Cullen. "Information Use by Managers in Decision Making: A Team Exercise." Harvard Business School Exercise 609-027, July 2008.
- March 1, 2022
- Article
Widespread Use of National Academies Consensus Reports by the American Public
By: Diana Hicks, Matteo Zullo, Ameet Doshi and Omar Isaac Asensio
In seeking to understand how to protect the public information sphere from corruption, researchers understandably focus on dysfunction. However, parts of the public information ecosystem function very well, and understanding this as well will help in protecting and...
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Keywords:
Reports;
Surveys;
AI and Machine Learning;
Knowledge Dissemination;
Knowledge Use and Leverage
Hicks, Diana, Matteo Zullo, Ameet Doshi, and Omar Isaac Asensio. "Widespread Use of National Academies Consensus Reports by the American Public." e2107760119. Proceedings of the National Academy of Sciences 119, no. 9 (March 1, 2022).
- August 2021
- Article
Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders
By: Tarun Khanna, Karim R. Lakhani, Shubhangi Bhadada, Nabil Khan, Saba Kohli Davé, Rasim Alam and Meena Hewett
This paper examines the role that the two lead authors’ personal connections played in the research methodology and data collection for the Partition Stories Project—a mixed-methods approach to revisiting the much-studied historical trauma of the Partition of British...
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Keywords:
Mixed Methods;
Insider-outsiders;
Myth Of Informed Objectivity;
Hybrid Research;
Oral Narratives;
Research;
Analysis;
India
Khanna, Tarun, Karim R. Lakhani, Shubhangi Bhadada, Nabil Khan, Saba Kohli Davé, Rasim Alam, and Meena Hewett. "Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders." Academy of Management Perspectives 35, no. 3 (August 2021): 384–399.
- January 2010
- Case
Pratham - Every Child in School and Learning Well
By: Srikant M. Datar, Stacey M. Childress, Rachna Tahilyani and Anjali Raina
The case focuses on how Pratham, a non-governmental organization, provided quality education to underprivileged children in India by collaborating with the government. It focuses on the problem Madhav Chavan, the founder, is trying to solve, the contributing factors...
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Keywords:
Non-Governmental Organizations;
Collaborative Innovation and Invention;
Social and Collaborative Networks;
Performance Evaluation;
Change Management;
Organizational Design;
Early Childhood Education;
Management Systems;
Strategy;
Quality;
Education Industry;
India
Datar, Srikant M., Stacey M. Childress, Rachna Tahilyani, and Anjali Raina. "Pratham - Every Child in School and Learning Well." Harvard Business School Case 110-001, January 2010.
- 2024
- Working Paper
Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets...
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Keywords:
Heterogeneous Treatment Effect;
Multi-task Learning;
Representation Learning;
Personalization;
Promotion;
Deep Learning;
Field Experiments;
Customer Focus and Relationships;
Customization and Personalization
Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
- 2009
- Article
Acting Globally but Thinking Locally? The Enduring Influence of Local Communities on Organizations
By: Christopher Marquis and Julie Battilana
We develop an institutionally oriented theory of how and why local communities continue to matter for organizations in a global age. Since globalization has taken center stage in both practitioner and academic circles, research has shifted away from understanding...
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Keywords:
Globalized Firms and Management;
Business and Community Relations;
Local Range;
Civil Society or Community;
Power and Influence
Marquis, Christopher, and Julie Battilana. "Acting Globally but Thinking Locally? The Enduring Influence of Local Communities on Organizations." Research in Organizational Behavior 29 (2009): 283–302.
- December 2015
- Case
IDEO: Human-Centered Service Design
By: Ryan W. Buell and Andrew Otazo
The case describes IDEO, one of the world's leading design firms, and its human-centered innovation culture and processes. It is an example of what managers can do to make their own organizations more innovative. In reaction to a rapidly changing competitive landscape,...
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Keywords:
Design Thinking;
Innovation;
Service Management;
Service;
Design;
Service Delivery;
Innovation and Management;
Entertainment and Recreation Industry;
Peru
Buell, Ryan W., and Andrew Otazo. "IDEO: Human-Centered Service Design." Harvard Business School Multimedia/Video Case 615-703, December 2015.
- 2020
- Book
Think Outside the Building: How Advanced Leaders Can Change the World One Smart Innovation at a Time
Over a decade ago, renowned innovation expert Rosabeth Moss Kanter co-founded and then directed Harvard’s Advanced Leadership Initiative. Her breakthrough work with hundreds of successful professionals and executives, as well as aspiring young entrepreneurs, identifies...
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Keywords:
Leaders;
Advanced Leadership;
Advanced Leadership Initiative;
Community;
Change Leadership;
Innovation;
Problem Solving;
Cross-sector Collaboration;
Institutional Change;
Leadership;
Change;
Leading Change;
Communication;
Innovation Leadership;
Collaborative Innovation and Invention;
Organizational Change and Adaptation;
Business and Community Relations;
Civil Society or Community
Kanter, Rosabeth Moss. Think Outside the Building: How Advanced Leaders Can Change the World One Smart Innovation at a Time. New York: PublicAffairs, 2020.
- June 2011
- Article
Stepping into the Unknown: How Companies Learn through Risk Management
By: Anette Mikes
Risk management can add value through the continuous questioning of existing controls, strategies, and scenarios. The article outlines a new framework for risk management predicated on the notion of organizational learning, and illustrates it by a case study of a...
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- 2013
- Article
Inflated Applicants: Attribution Errors in Performance Evaluation by Professionals
By: S. A. Swift, D. Moore, Z. Sharek and F. Gino
When explaining others' behaviors, achievements, and failures, it is common for people to attribute too much influence to disposition and too little influence to structural and situational factors. We examine whether this tendency leads even experienced professionals...
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Keywords:
Evaluations;
Correspondence Bias;
Selection Decisions;
Attribution;
Prejudice and Bias;
Selection and Staffing;
Decision Choices and Conditions;
Performance Evaluation;
Cognition and Thinking
Swift, S. A., D. Moore, Z. Sharek, and F. Gino. "Inflated Applicants: Attribution Errors in Performance Evaluation by Professionals." e69258. PLoS ONE 8, no. 7 (July 2013).
- November 1, 2019
- Article
Companies Think They Want New Ideas. But They Don’t Act Like It
Leaders say that they want more innovation. But then they trap themselves and their associates inside the structures that keep them stuck–inside the building, so to speak, where ideas get stale fast. That’s dangerous in a world of disruption and change.
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Keywords:
Silos;
Community;
Innovation and Invention;
Leadership;
Change;
Perspective;
Learning;
Attitudes
Kanter, Rosabeth Moss. "Companies Think They Want New Ideas. But They Don’t Act Like It." Wall Street Journal (online) (November 1, 2019).