Theory Of Machine - Publications - Faculty & Research

June 2021
Article

From Predictions to Prescriptions: A Data-driven Response to COVID-19

By: Dimitris Bertsimas, Léonard Boussioux, Ryan Cory-Wright, Arthur Delarue, Vassilis Digalakis Jr, Alexander Jacquillat, Driss Lahlou Kitane, Galit Lukin, Michael Lingzhi Li, Luca Mingardi, Omid Nohadani, Agni Orfanoudaki, Theodore Papalexopoulos, Ivan Paskov, Jean Pauphilet, Omar Skali Lami, Bartolomeo Stellato, Hamza Tazi Bouardi, Kimberly Villalobos Carballo, Holly Wiberg and Cynthia Zeng

The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management on a daily basis. Policy makers have imposed social distancing measures to slow the disease, at... View Details

Keywords: COVID-19; Health Pandemics; AI and Machine Learning; Forecasting and Prediction; Analytics and Data Science

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June 12, 2023
Article

How AI Will Accelerate the Circular Economy

By: Shirley Lu and George Serafeim

Despite living on a planet with finite resources, our economy remains largely linear and full of single-use products. The shift toward a circular economy, where companies recover or recycle resources, has hit roadblocks, including low value of used products and high... View Details

Keywords: Recycling; Materials Management; Innovation and Management; Technological Innovation; Climate Change; Environmental Sustainability; AI and Machine Learning; Operations; Industrial Products Industry; Consumer Products Industry; Technology Industry

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17 Jan 2017
First Look

First Look at New Research: January 17

in goods, services, investments, and ideas led by multinational firms. Extensive research has sought to understand the geographic patterns of foreign direct investment (FDI). This chapter reviews existing View Details

Keywords: Sean Silverthorne

01 Mar 2015
News

Committed To HBS’s Success

added to his MBA fellowship fund, which has benefited about 50 students from the San Francisco area since it was established in 1990. “HBS aims to be close to practice,” says Tukman. “Often in business, practice leads the way and theory... View Details

Keywords: Business Schools & Computer & Management Training; Educational Services

10 Jun 2014
First Look

First Look: June 10

regional influences were more important, supporting sociological theories about the importance of visibility in corporate green strategies. It identifies major commonalities between corporate strategies in... View Details

Keywords: Sean Silverthorne

18 Feb 2015
First Look

First Look: February 18

While many texts teach the theories and frameworks of management education, Managerial Accounting goes further by covering the capabilities and techniques necessary for effective management practice, as well... View Details

Keywords: Sean Silverthorne

01 May 2012
First Look

First Look: May 1

findings that have implications for theory and practice, and that suggest new directions for future research. Download the paper: http://www.hbs.edu/research/pdf/12-093.pdf Information Technology and Boundary View Details

Keywords: Carmen Nobel

20 Dec 2016
First Look

December 20, 2016

artificial worlds for hypothesis testing and theory building. Agent-based models (ABMs) offer unprecedented control and statistical power by allowing researchers to precisely specify the behavior of any... View Details

Keywords: Carmen Nobel

2009
Working Paper

Walking the Talk in Multiparty Bargaining: An Experimental Investigation

By: Kathleen L. McGinn, Katherine L Milkman and Markus Noth

We study the framing effects of communication in multiparty bargaining. Communication has been shown to be more truthful and revealing than predicted in equilibrium. Because talk is preference-revealing, it may effectively frame bargaining around a logic of fairness or... View Details

Keywords: Equality and Inequality; Competition; Negotiation Process; Negotiation Types; Fairness; Interpersonal Communication; Game Theory; Cooperation

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22 Jan 2013
First Look

First Look: Jan. 22

individual. This article offers a critical review of this rich yet disparate literature and guides research toward a multilevel theory of imprinting. We start with a definition... View Details

Keywords: Sean Silverthorne

January–February 2025
Article

Want Your Company to Get Better at Experimentation?: Learn Fast by Democratizing Testing

By: Iavor Bojinov, David Holtz, Ramesh Johari, Sven Schmit and Martin Tingley

For years, online experimentation has fueled the innovations of leading tech companies, enabling them to rapidly test and refine new ideas, optimize product features, personalize user experiences, and maintain a competitive edge. The widespread availability and lower... View Details

Keywords: Technological Innovation; AI and Machine Learning; Analytics and Data Science; Product Development; Competitive Advantage

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02 Feb 2016
First Look

February 2, 2016

medium-to-strong community structures. Convention networks, which feature high network connectedness and weak community structures, were not evident among the empirical networks we examined. Taken together, our findings advance an environmental contingency View Details

Keywords: Sean Silverthorne

26 Feb 2013
First Look

First Look: Feb. 26

Puzzle of Private Investment in State-Controlled Firms Authors:Pargendler, Mariana, Aldo Musacchio, and Sergio G. Lazzarini Abstract A large legal and economic literature describes how state-owned enterprises (SOEs) suffer from a variety... View Details

Keywords: Sean Silverthorne

November 1992 (Revised December 1992)
Case

Deere & Co. (A): The Computer Aided Manufacturing Services Division - A Window to the World (Abridged)

By: Robert H. Hayes

The Computer-Aided Manufacturing (CAM) Services Division of John Deere has just received approval to sell their software and computer systems to external customers. These tools, initially developed for internal use, have been widely used throughout Deere. Still,... View Details

Keywords: Information Infrastructure; Applications and Software; Machinery and Machining; Technological Innovation; Markets; Marketing Strategy; Product Launch; Outcome or Result; Computer Industry; Manufacturing Industry

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28 Nov 2012
What Do You Think?

Should Pay-for-Performance Compensation be Replaced?

compensation at least since proponents of agency theory 25 years ago began advocating the use of stock options in compensation packages. Its use is a source View Details

Keywords: by James Heskett

04 Dec 2006
Research & Ideas

The Money Connection—Understanding VC Networks

Most of us have experienced the power of networks. There's the job found through a friend's sister's boyfriend, or the lifelong partner met through a neighbor's cousin. But how do networks play into... View Details

Keywords: by Julia Hanna; Financial Services

13 Oct 2015
First Look

October 13, 2015

people from higher social class countries (as indexed by GDP per capita) had lower levels of internationalism—that is, they made more friendships domestically than abroad. Publisher's link:... View Details

11 Oct 2024
Research & Ideas

How AI Could Ease the Refugee Crisis and Bring New Talent to Businesses

The world’s refugee population has exploded over the last decade, straining the resources of international resettlement agencies as staff struggle to keep up with manually matching millions of refugees and... View Details

Keywords: by Ben Rand; Technology; Information Technology

2006
Working Paper

Too Motivated?

By: Eric J. Van den Steen

I show that an agent's motivation to do well (objectively) may be unambiguously bad in a world with differing priors, i.e., when people openly disagree on the optimal course of action. The reason is that an agent who is strongly motivated is more likely to follow... View Details

Keywords: Governance Controls; Employees; Wages; Measurement and Metrics; Outcome or Result; Performance; Agency Theory; Motivation and Incentives

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April 2024 (Revised December 2024)
Case

Anthropic: Building Safe AI

By: Shikhar Ghosh and Shweta Bagai

In late 2024, Anthropic, a leading AI safety and research company, achieved a significant breakthrough with computer use capabilities that allowed AI to interact with computers like humans. Co-founded by former OpenAI employees and known for its generative AI... View Details

Keywords: AI and Machine Learning; Corporate Accountability; Corporate Social Responsibility and Impact; Business Growth and Maturation; Corporate Strategy; Technology Industry; United States

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