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- 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...
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- 2020
- Working Paper
Business Reopening Decisions and Demand Forecasts During the COVID-19 Pandemic
How quickly will American businesses reopen after COVID-19 lockdowns end? We use a nationwide survey of small businesses to measure firms’ expectations about their re-opening and future demand. A plurality of firms in our sample expect to reopen within days of the end...
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- 2016
- Article
The Mirroring Hypothesis: Theory, Evidence, and Exceptions
By: Lyra J. Colfer and Carliss Y. Baldwin
The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical dependencies in the work being performed. This article presents a unified picture of...
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- 2016
- Working Paper
The Mirroring Hypothesis: Theory, Evidence and Exceptions
By: Lyra J. Colfer and Carliss Y. Baldwin
The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical patterns of dependency in the work being performed. A thorough understanding of the...
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Keywords:
Modularity;
Innovation;
Product And Process Development;
Organization Design;
Design Structure;
Organizational Ties;
Mirroring Hypothesis;
Industry Architecture;
Product Architecture;
Complex Technical Systems;
Technology;
Organizational Design;
Organizational Structure;
Relationships;
Innovation and Invention;
Product Development
- March 2016
- Article
Dividends as Reference Points: A Behavioral Signaling Approach
By: Malcolm Baker, Brock Mendel and Jeffrey Wurgler
We outline a dividend signaling model that features investors who are averse to dividend cuts. Managers with strong unobservable cash earnings separate by paying high dividends but retain enough to be likely not to fall short next period. The model is consistent with a...
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Keywords:
Investment
- October 2013 (Revised May 2016)
- Case
Ilva Steel Taranto: Providing and Polluting (A)
By: Lena G. Goldberg, Vincent Dessain, Ottavia Pesce and Karol Misztal
Nearly 27,000 people depended on Ilva Steel Taranto, the largest steel-making plant in Europe, for their livelihoods, but the plant's pollution fouled the environment and increased the incidence of tumors, respiratory illnesses, and deaths. In July 2012, faced with a...
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Keywords:
Safety;
Pollutants;
Business Exit or Shutdown;
Health;
Decision Making;
Steel Industry;
Europe
- February 2010 (Revised June 2012)
- Case
"Plugging In" the Consumer: The Adoption of Electrically Powered Vehicles in the U.S.
By: Elie Ofek and Polly Ribatt
How will U.S. consumers respond to the proliferation of alternative-fuel vehicles, such as cars powered partially or completely by electricity, in the coming decade? After a century in which fossil fuel-powered vehicles dominated the market, it appeared consumers would...
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