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Show Results For
- All HBS Web
(4,049)
- People (2)
- News (542)
- Research (2,790)
- Events (50)
- Multimedia (21)
- Faculty Publications (1,992)
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- Article
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details
Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods
McFowland III, Edward, Sandeep Gangarapu, Ravi Bapna, and Tianshu Sun. "A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects." MIS Quarterly 45, no. 4 (December 2021): 1807–1832.
- September 2024
- Article
The Human Side of the Future of Work: Understanding the Role People Play in Shaping a Changing World
By: Jochen I. Menges, Lauren C. Howe, Erika Hall, Jon M. Jachimowicz, Sharon K. Parker, Riki Takeuchi, Abhijeet K. Vadera, Ashley Whillans and Susan K. Cohen
For as long as there has been work, there has been a “future of work,” through humans’ ingenuity and drive to get things done easier, faster, and better. With the industrial revolution, efforts to shape a better future of work were dominated by improvements in... View Details
Menges, Jochen I., Lauren C. Howe, Erika Hall, Jon M. Jachimowicz, Sharon K. Parker, Riki Takeuchi, Abhijeet K. Vadera, Ashley Whillans, and Susan K. Cohen. "The Human Side of the Future of Work: Understanding the Role People Play in Shaping a Changing World." Academy of Management Discoveries 10, no. 3 (September 2024): 307–318.
- Article
Strategic Management of Product Recovery
Manufacturers of an expanding range of durable products are facing regulatory and market pressures to manage the products they manufactured upon their end of life (EOL). In part, this attention is motivated by a growing number of countries—especially across Europe and... View Details
Keywords: Product; Environmental Sustainability; Cost Management; Government Legislation; Logistics; Risk and Uncertainty; Strategy; Europe; Asia; United States
Toffel, Michael W. "Strategic Management of Product Recovery." California Management Review 46, no. 2 (Winter 2004): 120–141.
- December 2018
- Case
Choosy
By: Jeffrey J. Bussgang and Julia Kelley
Founded in 2017, Choosy is a data-driven fashion startup that uses algorithms to identify styles trending on social media. After manufacturing similar items using a China-based supply chain, Choosy sells them to consumers through its website and social media pages.... View Details
Keywords: Artificial Intelligence; Algorithms; Machine Learning; Neural Networks; Instagram; Influencer; Fast Fashion; Design; Customer Satisfaction; Customer Focus and Relationships; Decision Making; Cost vs Benefits; Innovation and Invention; Brands and Branding; Product Positioning; Demand and Consumers; Supply Chain; Production; Logistics; Business Model; Expansion; Internet and the Web; Mobile and Wireless Technology; Digital Platforms; Social Media; Technology Industry; Fashion Industry; North and Central America; United States; New York (state, US); New York (city, NY)
- December 2020
- Article
The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices
By: Scott Duke Kominers and Alexander Teytelboym
Designing marketplaces in complex settings requires both novel economic theory and real-world engineering, often drawing upon ideas from fields such as computer science and operations research. In Discovering Prices, Milgrom (2017) explains the theory and design... View Details
Kominers, Scott Duke, and Alexander Teytelboym. "The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices." Journal of Economic Literature 58, no. 4 (December 2020): 1180–1196.
- October 2008
- Article
Navigating the Bind of Necessary Evils: Psychological Engagement and the Production of Interpersonally Sensitive Behavior
By: Joshua D. Margolis and Andrew Molinsky
We develop grounded theory about how individuals respond to the subjective experience of performing "necessary evils" and how that influences the way they treat targets of their actions. Despite the importance and difficulty of delivering just, compassionate treatment... View Details
Keywords: Interpersonal Communication; Fairness; Moral Sensibility; Problems and Challenges; Behavior; Power and Influence; Welfare
Margolis, Joshua D., and Andrew Molinsky. "Navigating the Bind of Necessary Evils: Psychological Engagement and the Production of Interpersonally Sensitive Behavior." Academy of Management Journal 51, no. 5 (October 2008): 847–872. (Winner of Academy of Management. Outstanding Publication in Organizational Behavior Award presented by Academy of Management.)
- Article
Howard Raiffa: The Art, Science, and Humanity of a Legendary Negotiation Analyst
Rightly known as the “father of negotiation analysis,” Howard Raiffa was my thesis advisor, colleague, and friend for over 30 years. The bulk of this article develops an account of his intellectual trajectory from game theory to statistical decision theory to decision... View Details
Keywords: Negotiation Analysis; Bargaining; Howard Raiffa; Negotiation; Personal Development and Career
Sebenius, James K. "Howard Raiffa: The Art, Science, and Humanity of a Legendary Negotiation Analyst." Negotiation Journal 33, no. 4 (October 2017): 283–307.
- 08 Apr 2015
- Working Paper Summaries
The Cooperative Solution of Stochastic Games
Keywords: by Elon Kohlberg & Abraham Neyman
- Research Summary
The Corporate Governance Role of Taxes
Dyck introduces evidence that private benefits of control are higher in countries with poor tax enforcement and in ongoing work explores further this correlation using both theory and empirical work from the United States and Russia. This work illustrates that the... View Details
- Research Summary
Overview
Matthew's research examines how entrepreneurial organizations and their managers create social and institutional change. His latest project focuses on hybrid organizations that combine aspects of non-profits and companies to create innovative organizational forms. In... View Details
- Forthcoming
- Article
Measurement and Effects of Bank Exit Policies
By: Daniel Green and Boris Vallée
We study whether exit policies by financial institutions have financial and real consequences on the firms they target, using bank coal exit policies as a laboratory. In contrast to theories assuming high capital substitutability, we find large effects of these... View Details
- 2023
- Working Paper
The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities
By: David S. Scharfstein and Sergey Chernenko
We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in... View Details
Keywords: Racial Disparity; Paycheck Protection Program; Measurement Error; AI and Machine Learning; Race; Measurement and Metrics; Equality and Inequality; Prejudice and Bias; Forecasting and Prediction; Outcome or Result
Scharfstein, David S., and Sergey Chernenko. "The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities." Working Paper, April 2023.
- 07 Dec 2010
- Working Paper Summaries
Towards an Understanding of the Role of Standard Setters in Standard Setting
- Research Summary
Delegation of Authority in Oligopoly
This paper studies the consequences of product-market competition on firms' decisions to delegate more or fewer decision-making responsibilities to managers. By simultaneously addressing the choice of both competitive actions and organizational design, the paper... View Details
- 2024
- Book
Deals: The Economic Structure of Business Transactions
By: Guhan Subramanian and Michael Klausner
Drawing on real-life cases from a wide range of industries, two acclaimed experts offer a sophisticated but accessible guide to business deals, designed to maximize value for your side.
Business transactions take widely varying forms—from multibillion-dollar... View Details
Business transactions take widely varying forms—from multibillion-dollar... View Details
Subramanian, Guhan, and Michael Klausner. Deals: The Economic Structure of Business Transactions. Harvard University Press, 2024.
- 2011
- Working Paper
Inside the Black Box of the Corporate Staff: An Exploratory Analysis Through the Lens of E-Mail Networks
The corporate staff is central in theories of the multi-business firm, but empirical evidence on its function is limited. In this paper, we examine the high-level role of two units of a corporate staff through analysis of electronic communications. We find sharp... View Details
Keywords: Theory; Business Ventures; Internet and the Web; Communication; Employment; Management Teams; Networks
Kleinbaum, Adam M., and Toby Stuart. "Inside the Black Box of the Corporate Staff: An Exploratory Analysis Through the Lens of E-Mail Networks." Harvard Business School Working Paper, No. 12-051, December 2011.
- January 2021 (Revised March 2021)
- Case
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
- 2009
- Chapter
Entrepreneurship and the History of Globalization
By: G. Jones and R. Daniel Wadhwani
In this article, we build on the recent efforts of scholars to reintroduce entrepreneurship into the research agenda of business historians. We examine the value and limitations of adapting recent social scientific theories and methods on entrepreneurship to research... View Details
- 2023
- Working Paper
The Complexity of Economic Decisions
By: Xavier Gabaix and Thomas Graeber
We propose a theory of the complexity of economic decisions. Leveraging a macroeconomic framework of production functions, we conceptualize the mind as a cognitive economy, where a task’s complexity is determined by its composition of cognitive operations. Complexity... View Details
Gabaix, Xavier, and Thomas Graeber. "The Complexity of Economic Decisions." Harvard Business School Working Paper, No. 24-049, February 2024.
- Fall 2013
- Article
In Strange Company: The Puzzle of Private Investment in State-Controlled Firms
By: Mariana Pargendler, Aldo Musacchio and Sergio G. Lazzarini
A large legal and economic literature describes how state-owned enterprises (SOEs) suffer from a variety of agency and political problems. Less theory and evidence, however, have been generated about the reasons why state-owned enterprises listed in stock markets... View Details
Keywords: State-owned Enterprises; Oil Companies; Corporate Governance; Business and Shareholder Relations; Energy Industry; Brazil; Mexico; Norway
Pargendler, Mariana, Aldo Musacchio, and Sergio G. Lazzarini. "In Strange Company: The Puzzle of Private Investment in State-Controlled Firms." Cornell International Law Journal 46, no. 3 (Fall 2013): 569–610.