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- All HBS Web (124)
- Faculty Publications (34)
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- All HBS Web (124)
- Faculty Publications (34)
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- 28 Oct 2008
- First Look
First Look: October 28, 2008
important predictor of product performance, product variety, process flexibility and industry evolution. We explore this relationship in the software industry by use of a technique called Design Structure Matrices (DSMs), which allows us...
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Martha Lagace
- 19 Oct 2010
- First Look
First Look: October 19, 2010
specialized). We also examine whether team familiarity—team members' prior experience working with one another—helps teams to better manage challenges created by task changes and greater interpersonal team diversity. Using detailed project—and individual—level data...
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Sean Silverthorne
- 01 Jul 2008
- First Look
First Look: July 1, 2008
Working PapersCollaborative Architectures for Innovation Authors:Gary P. Pisano and Roberto Verganti Abstract Collaborative innovation has become a hot topic in innovation today. Scholars, consultants, and the business press all urge...
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Martha Lagace
- 22 Feb 2024
- Research & Ideas
How to Make AI 'Forget' All the Private Data It Shouldn't Have
underpin this technology typically subsume the information that users enter, helping the software provide better answers over time. Working Knowledge spoke with Seth Neel, an expert on machine “unlearning” who is an assistant professor at...
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- 28 Sep 2010
- First Look
First Look: September 28, 2010
and efficiency), based on structural characteristics of the task and team. We also distinguish between a team's mean use of stored knowledge and the concentration of knowledge use in a team. Using objective data from several hundred View Details
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Sean Silverthorne
- 03 May 2011
- First Look
First Look: May 3
http://www.hbs.edu/research/pdf/11-062.pdf 'Fit': Field Experimental Evidence on Sorting, Incentives and Creative Worker Performance Authors:Kevin J. Boudreau and Karim R. Lakhani Abstract We present the results of a 10-day field experiment in which over 500 elite...
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Sean Silverthorne
- Teaching Interest
Overview
Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research...
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Keywords:
A/B Testing;
AI;
AI Algorithms;
AI Creativity;
Algorithm;
Algorithm Bias;
Algorithmic Bias;
Algorithmic Fairness;
Algorithms;
Analytics;
Application Program Interface;
Artificial Intelligence;
Causality;
Causal Inference;
Computing;
Computers;
Data Analysis;
Data Analytics;
Data Architecture;
Data As A Service;
Data Centers;
Data Governance;
Data Labeling;
Data Management;
Data Manipulation;
Data Mining;
Data Ownership;
Data Privacy;
Data Protection;
Data Science;
Data Science And Analytics Management;
Data Scientists;
Data Security;
Data Sharing;
Data Strategy;
Data Visualization;
Database;
Data-driven Decision-making;
Data-driven Management;
Data-driven Operations;
Datathon;
Economics Of AI;
Economics Of Innovation;
Economics Of Information System;
Economics Of Science;
Forecast;
Forecast Accuracy;
Forecasting;
Forecasting And Prediction;
Information Technology;
Machine Learning;
Machine Learning Models;
Prediction;
Prediction Error;
Predictive Analytics;
Predictive Models;
Analysis;
AI and Machine Learning;
Analytics and Data Science;
Applications and Software;
Digital Transformation;
Information Management;
Digital Strategy;
Technology Adoption
- 16 Apr 2001
- Research & Ideas
Strategy and the Internet
companies were forced to adapt their ways of doing things to the software. As a result, IT has been a force for standardizing activities and speeding competitive convergence. Internet architecture, together with other improvements in View Details
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by Michael E. Porter
- 16 Oct 2012
- First Look
First Look: October 16
relationship is important, given that product architecture has been shown to be an important predictor of product performance, product variety, process flexibility, and even the path of industry evolution. We explore this relationship in...
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Sean Silverthorne
- 04 May 2015
- Research & Ideas
Need to Solve a Problem? Take a Break From Collaborating
Got a problem? Throw some collaboration software at it. It's a common strategy among today's managers: Organizations spend a lot of money on technology that enables employees to tackle problems collectively. Hence, the market is rife with...
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- 09 Mar 2003
- Research & Ideas
Six Keys to Building New Markets by Unleashing Disruptive Innovation
Early iterations of IBM's ViaVoice software package featured IBM's "ideal" customer on the front: an administrative assistant sitting in front of her computer, speaking into a headset. It is easy to see why IBM targeted such...
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- 05 Sep 2019
- Sharpening Your Skills
Making the Right Technical Hire
they do not have a good hiring strategy. For decades, there have been books and articles about building engineering teams. The infamous book The Mythical Man Month by Fred Brooks should be on every software engineer and tech startup...
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- 18 Dec 2007
- First Look
First Look: December 18, 2007
IEEE/IFIP Conference on Software Architecture (WICSA7), forthcoming Abstract Designers often seek modular architectures to better accommodate expected changes and to enable...
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Martha Lagace
- 18 Mar 2014
- First Look
First Look: March 18
Robert, Carliss Y. Baldwin, Alan MacCormack, and David Dreyfus Abstract—In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the...
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Sean Silverthorne
- 17 Oct 2017
- First Look
First Look at New Research and Ideas, October 17, 2017
Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution By: MacCormack, Alan, Robert Lagerström, Martin Mocker, and Carliss Y. Baldwin Abstract—The modern industrial firm...
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Sean Silverthorne
- 02 Oct 2007
- First Look
First Look: October 2, 2007
the use of ESO in CEO compensation. Paper not available at this time. Team Familiarity, Role Experience, and Performance: Evidence from Indian Software Services Authors:Robert S. Huckman, Bradley R. Staats, and David M. Upton Abstract...
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Martha Lagace
- 19 Jul 2016
- First Look
July 19, 2016
released through such refactoring efforts. We address this gap by analyzing the relationship between system architecture and maintenance costs for two software systems of similar size but with very different...
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Sean Silverthorne
- 18 Mar 2008
- First Look
First Look: March 18, 2008
given that product architecture has been shown to be an important predictor of, among other things: product performance, product variety, process flexibility, and future industry evolution. We explore this relationship in the View Details
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Martha Lagace
- 05 May 2015
- First Look
First Look: May 5
measures of the architecture derived from a DSM predict the cost of change for software applications. In particular, applications that are tightly coupled to other components in the View Details
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Carmen Nobel
- 25 Jun 2013
- First Look
First Look: June 25
Network Methods to Map Product Architecture By: Baldwin, Carliss Y., Alan MacCormack, and John Rusnak Abstract—In this paper, we describe an operational methodology for characterising the architecture of...
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Anna Secino