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- All HBS Web
(543)
- News (82)
- Research (344)
- Multimedia (3)
- Faculty Publications (151)
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- April 2023
- Technical Note
An Art & A Science: How to Apply Design Thinking to Data Science Challenges
By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li
We hear it all the time as managers: “what is the data that backs up your decisions?” Even local mom-and-pop shops now have access to complex point-of-sale systems that can closely track sales and customer data. Social media influencers have turned into seven-figure... View Details
Parzen, Michael, Eddie Lin, Douglas Ng, and Jessie Li. "An Art & A Science: How to Apply Design Thinking to Data Science Challenges." Harvard Business School Technical Note 623-070, April 2023.
- 2025
- Report
High Stakes: A Framework for Geopolitical Risk Management
By: Meg Rithmire and David Fagan
This report provides a data-based assessment of how U.S. companies perceive geopolitical risk and articulates a recommended decision-making process and framework to manage such risk. The research reflected in the report indicates that various concerns related to China... View Details
Rithmire, Meg, and David Fagan. "High Stakes: A Framework for Geopolitical Risk Management." Report, U.S. Chamber of Commerce Foundation, Washington, DC, USA, 2025.
- February 2016 (Revised March 2018)
- Case
Labor, Capital, and Government: The Anthracite Coal Strike of 1902
By: David Moss and Marc Campasano
In late October 1902, President Theodore Roosevelt felt relieved after months of anxiety and uncertainty. Workers in Pennsylvania's anthracite coal industry had been on strike for five months, threatening to leave eastern cities in the cold without enough heating fuel... View Details
Keywords: Governance; Agreements and Arrangements; Business and Government Relations; Labor; Law; Policy; Mining; History; Mining Industry; Pennsylvania
Moss, David, and Marc Campasano. "Labor, Capital, and Government: The Anthracite Coal Strike of 1902." Harvard Business School Case 716-046, February 2016. (Revised March 2018.)
- April 2009 (Revised January 2011)
- Case
Gucci Group: Freedom within the Framework
By: Francisco de Asis Martinez-Jerez, Elena Corsi and Vincent Marie Dessain
Gucci Group's CEO had to decide if his decentralized management style was the most effective philosophy in an economic downturn. The sharing of customer information across units and its use in the creative process are key initiatives analyzed in the case. CEO Robert... View Details
Keywords: Customer Relationship Management; Decision Choices and Conditions; Globalized Firms and Management; Knowledge Sharing; Leadership; Management Style; Management Systems; Brands and Branding; Apparel and Accessories Industry
Martinez-Jerez, Francisco de Asis, Elena Corsi, and Vincent Marie Dessain. "Gucci Group: Freedom within the Framework." Harvard Business School Case 109-079, April 2009. (Revised January 2011.)
- 06 Sep 2007
- Working Paper Summaries
Why We Aren’t as Ethical as We Think We Are: A Temporal Explanation
- Research Summary
Working Papers
By: Dennis A. Yao
Anton, James J. and Dennis A. Yao (2011). "Delay as Agenda Setting."
- Abstract: In this paper we examine a class of... View Details
- 30 Oct 2007
- First Look
First Look: October 30, 2007
cognitive processes through which a problem is interpreted associatively in terms of something that has been experienced in the past. Despite recognition's centrality to strategic choice, we have limited knowledge of its nature and its... View Details
Keywords: Sean Silverthorne
- Article
Towards a Single European Sky
By: Yael Grushka-Cockayne and Bert De Reyck
We describe an integrated decision-making framework and model that we developed to aid EUROCONTROL, the European air traffic management organization, in its vital role of constructing a single unified European sky. Combining multicriteria decision analysis with... View Details
Grushka-Cockayne, Yael, and Bert De Reyck. "Towards a Single European Sky." Interfaces 39, no. 5 (September–October 2009): 400–414.
- 2012
- Chapter
Environmental Federalism in the European Union and the United States
By: David Vogel, Michael W. Toffel, Diahanna Post and Nazli Z. Uludere Aragon
The United States (US) and the European Union (EU) are federal systems in which the responsibility for environmental policy-making is divided or shared between the central government and the (member) states. The attribution of decision-making power has important policy... View Details
Keywords: Natural Environment; Policy; Government and Politics; Governing Rules, Regulations, and Reforms; European Union; United States
Vogel, David, Michael W. Toffel, Diahanna Post, and Nazli Z. Uludere Aragon. "Environmental Federalism in the European Union and the United States." Chap. 11 in A Handbook of Globalisation and Environmental Policy. 2nd ed. Edited by Frank Wijen, Kees Zoeteman, Jan Pieters, and Paul van Seters, 321–361. Cheltenham, UK, 2012.
- January 2014
- Case
CleanSpritz
By: John A. Quelch and Alisa Zalosh
Sales of CleanSpritz all-purpose cleaning spray have been steadily declining for the past five years, and management believes the decline correlates to a growing environmental concern among U.S. consumers. CleanSpritz's management is considering several options to... View Details
Keywords: Product Positioning; Competition; Marketing Strategy; Corporate Social Responsibility and Impact; Performance Improvement; Environmental Sustainability; Product Launch; Product Development; Consumer Products Industry
Quelch, John A., and Alisa Zalosh. "CleanSpritz." Harvard Business School Brief Case 914-537, January 2014.
- 2005
- Chapter
Environmental Federalism in the European Union and the United States
By: David Vogel, Michael W. Toffel and Diahanna Post
The United States (US) and the European Union (EU) are federal systems in which the responsibility for environmental policy-making is divided or shared between the central government and the (member) states. The attribution of decision-making power has important policy... View Details
Keywords: Governing Rules, Regulations, and Reforms; Policy; Government Legislation; Natural Environment; Pollutants; Climate Change; European Union; United States
Vogel, David, Michael W. Toffel, and Diahanna Post. "Environmental Federalism in the European Union and the United States." Chap. 9 in A Handbook of Globalisation and Environmental Policy: National Government Interventions in a Global Arena, edited by F. Wijen, K. Zoeteman, and J. Pieters, 247–276. Cheltenham, U.K.: Edward Elgar Publishing, 2005.
- 16 Aug 2010
- Lessons from the Classroom
HBS Introduces Marketing Analysis Tools for Managers
The marketing analysis toolkits are a suite of analytical tools that managers can use to inform decision-making in marketing. Each toolkit includes a technical note that outlines the analysis technique, provides examples of how it is used... View Details
Keywords: by Sarah Jane Gilbert
- 2007
- Chapter
Career Patterns and Organizational Performance
By: Monica C. Higgins and James R. Dillon
Traditional research on careers examines how organizations and individuals affect career outcomes. This chapter reviews several specific ways in which career histories have been found to influence organizational outcomes. While we incorporate both upper echelons... View Details
Higgins, Monica C., and James R. Dillon. "Career Patterns and Organizational Performance." Chap. 21 in Handbook of Career Studies, edited by M. Peiperl and H. Gunz, 422–436. Sage Publications, 2007.
- Article
Pitfall or Scaffolding? Starting-point Pull in Configuration Decision Making
By: Eliran Halali, Yoella Bereby-Meyer and David Leiser
In configuration problems, such as the construction of a weekly study schedule, decision makers must assemble a combination of parts under a set of constraints. Interactions may be present between the parts, and more than a single objective function may exist, such as... View Details
Halali, Eliran, Yoella Bereby-Meyer, and David Leiser. "Pitfall or Scaffolding? Starting-point Pull in Configuration Decision Making." Journal of Experimental Psychology: Learning, Memory, and Cognition 39, no. 2 (March 2013): 502–514.
- 02 Apr 2009
- Working Paper Summaries
The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization
Keywords: by Maria Guadalupe & Julie M. Wulf
- Research Summary
Overview
Professor Huang examines the micro-foundations of entrepreneurship: the individual-level decision-making processes that influence entrepreneurs’ ability to acquire resources that they need, yet lack, especially financial capital. Deploying a variety of methods from... View Details
- 2012
- Chapter
When Identities, Interests, and Information Collide: How Subgroups Create Hidden Profiles in Teams
By: Jeffrey T. Polzer, Lisa Kwan and Lisa B. Kwan
Purpose—We review how team members' identities and interests affect team functioning, paying special attention to subgroup dynamics triggered by fault lines and coalitions. This review sets the stage for describing novel pathways through which identities and... View Details
Polzer, Jeffrey T., Lisa Kwan, and Lisa B. Kwan. "When Identities, Interests, and Information Collide: How Subgroups Create Hidden Profiles in Teams." In Looking Back, Moving Forward: A Review of Group and Team-Based Research. v.15, edited by Margaret A. Neale and Elizabeth A. Mannix, 359–381. Research on Managing Groups and Teams. Bingley, UK: Emerald Group Publishing, 2012.
- Article
Nudging: Progress to Date and Future Directions
By: John Beshears and Harry Kosowsky
Nudges influence behavior by changing the environment in which decisions are made, without restricting the menu of options and without altering financial incentives. This paper assesses past empirical research on nudging and provides recommendations for future work in... View Details
Keywords: Nudge; Choice Architecture; Behavioral Economics; Behavioral Science; Behavior; Change; Situation or Environment; Decision Choices and Conditions; Decision Making
Beshears, John, and Harry Kosowsky. "Nudging: Progress to Date and Future Directions." Organizational Behavior and Human Decision Processes 161, Supplement (November 2020): 3–19.
- March 2018
- Article
How Context Affects Choice
By: Raphael Thomadsen, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir and Wendy Wood
Due to its origins in the literature on judgment and decision-making, context effects in marketing are construed exclusively in terms of how choices deviate from utility maximization principles as a function of how choices are presented (e.g., framing, sequence,... View Details
Keywords: Decision Making; Decision Choices and Conditions; Situation or Environment; Consumer Behavior
Thomadsen, Raphael, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir, and Wendy Wood. "How Context Affects Choice." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 3–14.