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Show Results For
- All HBS Web
(5,224)
- People (1)
- News (1,164)
- Research (3,213)
- Events (37)
- Multimedia (38)
- Faculty Publications (1,707)
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- August 2018 (Revised September 2018)
- Case
Predicting Purchasing Behavior at PriceMart (A)
By: Srikant M. Datar and Caitlin N. Bowler
This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
- Research Summary
Overview
I am an ethnographer and field researcher studying how people experience and interpret their work and cultural contexts, as well as how this shapes inequality and organizational outcomes like normative control. I specialize in utilizing in-depth, inductive field... View Details
- August 2018 (Revised September 2018)
- Supplement
Predicting Purchasing Behavior at PriceMart (B)
By: Srikant M. Datar and Caitlin N. Bowler
Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Customers; Household; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (B)." Harvard Business School Supplement 119-026, August 2018. (Revised September 2018.)
- 2003
- Other Unpublished Work
Compensatory Transfers in Two-Player Decision Problems
By: Jerry R. Green
- 2024
- Working Paper
Using LLMs for Market Research
By: James Brand, Ayelet Israeli and Donald Ngwe
Large language models (LLMs) have rapidly gained popularity as labor-augmenting
tools for programming, writing, and many other processes that benefit from quick text
generation. In this paper we explore the uses and benefits of LLMs for researchers and
practitioners... View Details
Keywords: Large Language Model; Research; AI and Machine Learning; Analysis; Customers; Consumer Behavior; Technology Industry; Information Technology Industry
Brand, James, Ayelet Israeli, and Donald Ngwe. "Using LLMs for Market Research." Harvard Business School Working Paper, No. 23-062, April 2023. (Revised July 2024.)
- Research Summary
Self-environment relationship and its effect on decisions under risk and uncertainty
My research seek to better understand the main cognitive and social abilities that guide our judgments, and the ways they interact with aspects of the situation to shape humans' decisions. It is currently comprised of three related... View Details
- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details
Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- 2024
- Working Paper
Webmunk: A New Tool for Studying Online Behavior and Digital Platforms
By: Chiara Farronato, Andrey Fradkin and Chris Karr
Understanding the behavior of users online is important for researchers, policymakers, and private companies alike. But observing online behavior and conducting experiments is difficult without direct access to the user base and software of technology companies. We... View Details
Farronato, Chiara, Andrey Fradkin, and Chris Karr. "Webmunk: A New Tool for Studying Online Behavior and Digital Platforms." NBER Working Paper Series, No. 32694, July 2024.
- Teaching Interest
Overview
Michaela teaches management, healthcare and research methods courses across the undergraduate, master and executive levels. Her recent courses include organizational behavior, negotiation, research in health policy, and social entrepreneurship. View Details
- 2013
- Working Paper
Inequality and Decision Making: Imagining a New Line of Inquiry
By: David Moss, Anant Thaker and Howard Rudnick
The substantial increase in inequality in the United States over the past three decades has provoked considerable debate, with some analysts characterizing rising inequality as among the greatest threats facing the nation and others dismissing it as little more than a... View Details
Keywords: Equality and Inequality; Income; Decision Making; Government and Politics; Economics; United States
Moss, David, Anant Thaker, and Howard Rudnick. "Inequality and Decision Making: Imagining a New Line of Inquiry." Harvard Business School Working Paper, No. 13-099, June 2013.
- February 2018
- Article
Laboratory Evidence on the Effects of Sponsorship on the Competitive Preferences of Men and Women
By: Nancy R. Baldiga and Katherine Baldiga Coffman
Sponsorship programs have been proposed as one way to promote female advancement in competitive career fields. A sponsor is someone who advocates for a protégé, and in doing so, takes a stake in her success. We use a laboratory experiment to explore two channels... View Details
Keywords: Economics; Behavior And Behavioral Decision Making; Laboratory Experiment; Competition; Organizations; Gender; Behavior
Baldiga, Nancy R., and Katherine Baldiga Coffman. "Laboratory Evidence on the Effects of Sponsorship on the Competitive Preferences of Men and Women." Management Science 64, no. 2 (February 2018): 888–901.
- Teaching Interest
Behavioral Economics and Applications in Markets (Econ 970, Spring 2013 and 2014)
Second-year undergraduate course introducing students to academic research in the field of behavioral economics. The course covers key models of time-inconsistent preferences, overconfidence, social preferences, and projection bias. The students are introduced to... View Details
- Teaching Interest
Overview
Sujin has developed and led courses on Leadership and Organizational Behavior as an invited lecturer in the International Spark Program (Republic of Georgia) and Dubrovnik International University (Croatia). She has also served as a Teaching Fellow for the Social... View Details
- 26 Mar 2019
- First Look
New Research and Ideas, March 26, 2019
March 2019 Organizational Behavior and Human Decision Processes Thin Slices of Workgroups By: Satterstrom, Patricia, Jeffrey T. Polzer, Lisa Kwan, Oliver P. Hauser, Wannawiruch Wiruchnipawan, and Marina... View Details
Keywords: Dina Gerdeman
- July 2011 (Revised August 2013)
- Background Note
Note on Evaluating Empirical Research
This note is intended to provide students with a basic understanding of how to evaluate empirical research papers. While reading both case studies and empirical research require close attention and scrutiny, evaluating empirical research requires a different... View Details
Norton, Michael I. "Note on Evaluating Empirical Research." Harvard Business School Background Note 512-019, July 2011. (Revised August 2013.)
- Article
From Thinking Too Little to Thinking Too Much: A Continuum of Decision Making.
By: Dan Ariely and Michael I. Norton
Due to the sheer number and variety of decisions that people make in their everyday lives-from choosing yogurts to choosing religions to choosing spouses-research in judgment and decision making has taken many forms. We suggest, however, that much of this research has... View Details
Ariely, Dan, and Michael I. Norton. "From Thinking Too Little to Thinking Too Much: A Continuum of Decision Making." Wiley Interdisciplinary Reviews: Cognitive Science 2, no. 1 (January–February 2011): 39–46.
- 23 Jun 2023
- HBS Case
This Company Lets Employees Take Charge—Even with Life and Death Decisions
Is it possible to truly empower employees to make their own decisions—even when those decisions could mean life or death? That is the question posed by Dutch home healthcare organization Buurtzorg, which has radically avoided almost all... View Details
- 2008
- Chapter
Corporate Honesty and Business Education: A Behavioral Model
By: Rakesh Khurana and Herbert Gintis
Since the mid-1970s neoclassical economic theory has dominated business school thinking and teaching in dealing with the nature of human motivation. However valuable in understanding competitive product and financial markets, neoclassical economic theory employs an... View Details
Keywords: Business Education; Ethics; Managerial Roles; Corporate Social Responsibility and Impact; Organizational Culture; Business and Shareholder Relations; Mathematical Methods; Behavior
Khurana, Rakesh, and Herbert Gintis. "Corporate Honesty and Business Education: A Behavioral Model." In Moral Markets: The Critical Role of Values in the Economy, edited by Paul J. Zak. Princeton University Press, 2008.
- 26 Aug 2002
- Research & Ideas
High-Stakes Decision Making: The Lessons of Mount Everest
and insufficient confidence on the other. Leaders must act decisively when faced with challenges, and they must inspire others to do so as well. A lack of confidence can enhance anticipatory regret, or the apprehension that individuals... View Details
Keywords: by Michael A. Roberto
- Research Summary
Current Research
Information Dissemination in Capital Markets
Seeking to bridge economic theory and the role of individuals, Professor Brochet researches the transmission of information in capital markets. He has investigated the effects of information... View Details