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Show Results For
- All HBS Web
(4,619)
- People (28)
- News (1,038)
- Research (2,221)
- Events (14)
- Multimedia (18)
- Faculty Publications (1,054)
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- 2023
- Article
On the Impact of Actionable Explanations on Social Segregation
By: Ruijiang Gao and Himabindu Lakkaraju
As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details
Gao, Ruijiang, and Himabindu Lakkaraju. "On the Impact of Actionable Explanations on Social Segregation." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 10727–10743.
- 26 Apr 2020
- Other Presentation
Towards Modeling the Variability of Human Attention
By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
- 12 Oct 2022
- Research & Ideas
When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb
Flu” that were parroted by conservative pundits and in social memes. According to a Pew Research Center survey, almost half of Asian-American adults reported experiencing at least one racist incident in the first year of the pandemic. The... View Details
- July–August 2019
- Article
Coupling Labor Codes of Conduct and Supplier Labor Practices: The Role of Internal Structural Conditions
By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
Exploitive working conditions have spurred companies to pressure their suppliers to adopt labor codes of conduct and to conform their labor practices to the standards set forth in those codes. Yet little is known about whether organizational structures such as codes... View Details
Keywords: Organization Theory; Economic Sociology; Social Responsibility; Sustainability; Auditing; Process Improvement; Organizational Structure; Corporate Social Responsibility and Impact; Supply Chain; Labor; Working Conditions
Bird, Yanhua, Jodi L. Short, and Michael W. Toffel. "Coupling Labor Codes of Conduct and Supplier Labor Practices: The Role of Internal Structural Conditions." Organization Science 30, no. 4 (July–August 2019): 847–867. (Best Paper Award at ComplianceNet Conference 2019, 2020 Responsible Research in Management Award Finalist.)
- 24 Apr 2018
- Op-Ed
Op-Ed: What Mark Zuckerberg Can Learn About Crisis Leadership from Starbucks
Facebook’s current data privacy crisis, could learn a lot from Johnson. Let’s examine how Johnson and Zuckerberg measured up against what I have identified as 7 Lessons for Leading in Crisis. #1: Face reality, starting with yourself.... View Details
- June 2018
- Article
The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World
By: Anais Thibault Landry and A.V. Whillans
How can workplace rewards promote employee well-being and engagement? To answer these questions, we utilized self-determination theory to examine whether reward satisfaction predicted employee well-being, job satisfaction, intrinsic motivation, and affective... View Details
Keywords: Workplace; Rewards; Motivation; Employees; Satisfaction; Motivation and Incentives; Welfare
Landry, Anais Thibault, and A.V. Whillans. "The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World." Compensation & Benefits Review 50, no. 3 (June 2018): 123–148.
- 2009
- Chapter
Position and Emotion: The Significance of Georg Simmel's Structural Theories for Leadership and Organizational Behavior
By: Rosabeth Moss Kanter and Rakesh Khurana
Kanter, Rosabeth Moss, and Rakesh Khurana. "Position and Emotion: The Significance of Georg Simmel's Structural Theories for Leadership and Organizational Behavior." In Oxford Handbook of Sociology and Organization Studies, edited by Paul S. Adler. Oxford, U.K.: Oxford University Press, 2009.
- September 2014
- Article
Advancing Consumer Neuroscience
By: Ale Smidts, Ming Hsu, Alan G. Sanfey, Maarten A. S. Boksem, Richard B. Ebstein, Scott A. Huettel, Joe W. Kable, Uma R. Karmarkar, Shinobu Kitayama, Brian Knutson, Israel Liberzon, Terry Lohrenz, Mirre Stallen and Carolyn Yoon
In the first decade of consumer neuroscience, strong progress has been made in understanding how neuroscience can inform consumer decision making. Here, we sketch the development of this discipline and compare it to that of the adjacent field of neuroeconomics. We... View Details
Keywords: Consumer Neuroscience; Neuroeconomics; Social Neuroscience; Genes; Machine Learning; Meta-analysis; Consumer Behavior; Decision Making; Science
Smidts, Ale, Ming Hsu, Alan G. Sanfey, Maarten A. S. Boksem, Richard B. Ebstein, Scott A. Huettel, Joe W. Kable, Uma R. Karmarkar, Shinobu Kitayama, Brian Knutson, Israel Liberzon, Terry Lohrenz, Mirre Stallen, and Carolyn Yoon. "Advancing Consumer Neuroscience." Marketing Letters 25, no. 3 (September 2014): 257–267.
- April 2012
- Article
Teamwork on the Fly
By: Amy C. Edmondson
In a fast-paced and ever-changing business environment, traditional teams aren't always practical. Instead, companies increasingly employ teaming: gathering experts in temporary groups to solve problems they may be encountering for the first and only time. This... View Details
Keywords: Teaming; Cross-functional Integration; Organizational Learning; Groups and Teams; Experience and Expertise; Interpersonal Communication; Projects; Social and Collaborative Networks; Competency and Skills; Learning
Edmondson, Amy C. "Teamwork on the Fly." Harvard Business Review 90, no. 4 (April 2012).
- 27 Dec 2018
- Working Paper Summaries
Team Learning Capabilities: A Meso Model of Sustained Innovation and Superior Firm Performance
- 16 Mar 2011
- Working Paper Summaries
Driven by Social Comparisons: How Feedback about Coworkers’ Effort Influences Individual Productivity
- Research Summary
Overview
Yanhua Bird's research encompasses two streams: (1) entrepreneurship and social innovation — how the design and structure of alternative forms of enterprises influence their activities and success, with a focus on peer-to-peer markets and social enterprises, and (2)... View Details
- Article
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations
By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju
As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details
Keywords: Machine Learning; Black Box Explanations; Decision Making; Forecasting and Prediction; Information Technology
Agarwal, Sushant, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu, and Himabindu Lakkaraju. "Towards the Unification and Robustness of Perturbation and Gradient Based Explanations." Proceedings of the International Conference on Machine Learning (ICML) 38th (2021).
- 29 Apr 2020
- Book
The Key to Powerful Social Change: Small Villages
Who will solve the great problems facing humanity, a list of critical issues that only begins with the current pandemic? In the interview below, Rosabeth Moss Kanter discusses her recent book, Think Outside the Building, and her view that solutions are most likely to... View Details
Keywords: by Dina Gerdeman
- September 2014
- Article
The Interrelationships Between Brand and Channel Choice
By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang
We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details
Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry
Neslin, Scott, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef, and Z. John Zhang. "The Interrelationships Between Brand and Channel Choice." Marketing Letters 25, no. 3 (September 2014): 319–330.
- 22 Feb 2000
- Research & Ideas
Social Capital Markets: Creating Value in the Nonprofit World
The Harvard Business School Initiative on Social Enterprise is embarking on a new intellectual endeavor to understand a fast-changing and fertilearena — the Social Capital Markets. For years, money given to... View Details
Keywords: by Anne Kavanagh
- May 2017
- Article
Behavioral Processes in Long-Lag Interventions
By: Dale T. Miller, Jennifer E. Dannals and Julian Zlatev
We argue that psychologists who conduct experiments with long lags between the manipulation and the outcome measure should pay more attention to behavioral processes that intervene between the manipulation and the outcome measure. Neglect of such processes, we contend,... View Details
Keywords: Field Experiments; Interventions; Behavioral Mediation; Theories Of Change; Longitudinal Studies; Behavior; Research; Change; Theory
Miller, Dale T., Jennifer E. Dannals, and Julian Zlatev. "Behavioral Processes in Long-Lag Interventions." Perspectives on Psychological Science 12, no. 3 (May 2017): 454–467.
- Research Summary
Multinational Firms, Labor Market Discrimination, and the Capture of Competitive Advantage by Exploiting the Social Divide
The organizational theory of the multinational firms holds that foreignness is a liability, and specifically that lack of embeddedness in host-country social networks is a source of competitive disadvantage; meanwhile the literature on labor market discrimination... View Details
- 2018
- Working Paper
Class Matters: The Role of Social Class and Organizational Sector in High-Achieving Women's Legitimacy Narratives
By: Judith A. Clair, Rachel D. Arnett, Katherine Chen, Beth K. Humberd and Kathleen L. McGinn
While prior research recognizes that women struggle to maintain legitimacy for their successes and that self-narratives play a key role in building such legitimacy, theory provides limited insight into how women build legitimacy through their self-narratives. Our... View Details
Keywords: Personal Development and Career; Gender; Success; Diversity; Perception; Situation or Environment
Clair, Judith A., Rachel D. Arnett, Katherine Chen, Beth K. Humberd, and Kathleen L. McGinn. "Class Matters: The Role of Social Class and Organizational Sector in High-Achieving Women's Legitimacy Narratives." Harvard Business School Working Paper, No. 18-014, August 2018. (Revised August 2018 for requested resubmission.)
- June 2001
- Article
Learning Processes in Development Planning: A Theoretical Overview and Case Study
By: Alnoor Ebrahim and L. Ortolano
Ebrahim, Alnoor, and L. Ortolano. "Learning Processes in Development Planning: A Theoretical Overview and Case Study." Journal of Planning Education and Research 20, no. 4 (June 2001): 448–463.