Publications

June 2016
Article

Technology Choice and Capacity Portfolios under Emissions Regulation

By: David Drake, Paul R. Kleindorfer and Luk N. Van Wassenhove

We study the impact of emissions tax and emissions cap-and-trade regulation on a firm's technology choice and capacity decisions. We show that emissions price uncertainty under cap-and-trade results in greater expected profit than a constant emissions price under an... View Details

Keywords: Technology Management; Management; Technology; Service Operations; Environmental Sustainability

2021
Working Paper

Technology Differentiation and Firm Performance

By: Sam Arts, Bruno Cassiman and Jianan Hou

Prior work has extensively studied how investing in R&D and building a technology portfolio relate to superior firm performance. However, the value of a firm’s technology portfolio should also be driven by the degree to which it is more unique and technologically... View Details

Keywords: Technology Portfolio; Differentiation; Competitiveness; Organizations; Technology; Performance; United States

SSRN

17 Apr 2012
Working Paper Summaries

Technology Choice and Capacity Portfolios Under Emissions Regulation

Keywords: by David Drake, Paul R. Kleindorfer & Luk N. Van Wassenhove

2021
Working Paper

Studying the U.S.-Based Portfolio Companies of U.S. Impact Investors

By: M. Diane Burton, Gurveen Chadha, Shawn A. Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Laura Kelley, Josh Lerner, Jaime R. Diaz Palacios, Yue (Cynthia) Xu and T. Robert Zochowski

Recent years have seen a dramatic increase in the reliance on market-based solutions to social and environmental problems around the world (Barman 2016; Horvath and Powell 2020). The growth of impact investing is a vivid example of this trend and, although there have... View Details

Keywords: Impact Investing; Impact Portfolio Companies; Investment; Social Issues; Environmental Sustainability; Investment Portfolio; Business Ventures; Analytics and Data Science; Performance; United States

2014
Working Paper

Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and David Dreyfus

In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our data is drawn from a biopharmaceutical company, comprising 407 architectural components with 1,157... View Details

Keywords: Design Structure Matrices; Software Architecture; Flexibility; Software Application Portfolio; Complexity; Applications and Software; Forecasting and Prediction

05 Aug 2014
News

A Diversified Portfolio

and out of the tech sector. She was cofounder of MTV Europe; CEO in charge of launching AOL's Entertainment Asylum; and entrepreneur-in-residence for Softbank Technology Ventures. Being a female entrepreneur herself, she figured there... View Details

Keywords: Constantine von Hoffman

Blog

In-Person Programs: Q&A with Portfolio Directors

After a long hiatus, HBS programs have started to return to campus. Vicki Good and Lisa Hughes, portfolio directors for the Advanced Management Program (AMP) and the Program for Leadership Development (PLD) respectively, weigh in on the... View Details

September 2016 (Revised April 2018)
Case

Western Technology Investment

By: Ramana Nanda, William A. Sahlman and Nicole Keller

Based in Portola Valley, California, Western Technology Investment (WTI) specialized in a hybrid form of debt and equity financing for early-stage companies. Like traditional venture capital and private equity firms, WTI raised funds from institutional investors and... View Details

Keywords: Entrepreneurial Finance; Equity; Finance; Venture Capital; Entrepreneurship; Financing and Loans; California

09 Apr 2014
Working Paper Summaries

Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

Keywords: by Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack & David Dreyfus; Video Game; Web Services

May 2010 (Revised November 2010)
Case

Investment Technology Group

By: Clayton S. Rose and David Lane

Investment Technology Group (ITG) CEO Robert Gasser wondered if the financial crisis had permanently affected the firm's business model. A leader in trade analytics and execution for institutional equity investors, ITG had grown since its establishment in 1987 in step... View Details

Keywords: Customer Relationship Management; Financial Crisis; Investment; Resignation and Termination; Crisis Management; Product Positioning; Organizational Change and Adaptation; Information Technology Industry; Information Technology Industry; New York (city, NY)

July 2023
Article

Takahashi-Alexander Revisited: Modeling Private Equity Portfolio Outcomes Using Historical Simulations

By: Dawson Beutler, Alex Billias, Sam Holt, Josh Lerner and TzuHwan Seet

In 2001, Dean Takahashi and Seth Alexander of the Yale University Investments Office developed a deterministic model for estimating future cash flows and valuations for the Yale endowment’s private equity portfolio. Their model, which is simple and intuitive, is still... View Details

Keywords: Forecasting and Prediction; Investment Portfolio; Analytics and Data Science

Article

Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case

By: Robert Lagerström, Carliss Y. Baldwin and Alan MacCormack

In this paper, we test a Design Structure Matrix (DSM) based method for visualizing and measuring software portfolio architectures. Our data is drawn from a power utility company, comprising 192 software applications with 614 dependencies between them. We show that the... View Details

Keywords: Applications and Software; Infrastructure; Utilities Industry

January 1996 (Revised March 1998)
Case

Linking Strategy and Innovation: Materials Technology Corporation

By: Clayton M. Christensen

Materials Technology Corp. (MTC), a high-tech materials company, is struggling in its development portfolio and to achieve a better record of delivering new products on time. View Details

Keywords: Technology; Innovation and Invention; Business Strategy; Time Management; Product; Production; Technology Industry; Technology Industry; Technology Industry; United States

2017
Other Article

Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

By: Alan MacCormack and Robert Lagerstrom

The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates... View Details

Keywords: Applications and Software; Design; Organizational Change and Adaptation; Performance Effectiveness

Find at Harvard

Register to Read

June 2007 (Revised August 2007)
Case

Royal DSM N.V.: Information Technology Enabling Business Transformation

By: Lynda M. Applegate, Edward Watson and Mara Vatz

Describes how Royal DSM NV, an $8 billion dollar global corporation, leveraged information technology to enable a major corporate portfolio transformation between 2000 and 2006. View Details

Keywords: Change Management; Transformation; Entrepreneurship; Globalized Firms and Management; Growth and Development Strategy; Information Technology

05 Jul 2017
Working Paper Summaries

Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

Keywords: by Alan MacCormack, Robert Lagerström, Martin Mocker, and Carliss Y. Baldwin; Tourism

2017
Working Paper

Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution

By: Alan MacCormack, Robert Lagerström, Martin Mocker and Carliss Y. Baldwin

The modern industrial firm increasingly relies on software to support its competitive position. However, the uncertain and dynamic nature of today’s global marketplace dictates that this software be continually evolved and adapted to meet new business challenges. This... View Details

Keywords: Information Systems; Software; Architecture; Modularity; Agility; Coupling; Applications and Software; Design; Decisions; Performance

SSRN

July 2001
Exercise

Working with Your "Shadow Partner": Building a High Tech Investment Portfolio

By: Dwight B. Crane and Richard L. Nolan

Team-based exercise designed to illustrate the use of the Internet directly by executives. Requires going on the Internet to search for information required to construct a high-tech investment portfolio. View Details

Keywords: Investment Portfolio; Groups and Teams; Internet and the Web; Information Management