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- All HBS Web
(2,652)
- Faculty Publications (678)
- March 2018
- Case
Sachem Head's Activism at Autodesk
By: Suraj Srinivasan and Quinn Pitcher
In 2015, activist hedge fund Sachem Head Capital, led by founder Scott Ferguson, launched an activist campaign at computer aided design (CAD) software maker Autodesk. The activist campaign, waged mainly in private, was over Autodesk's lackluster financial performance,... View Details
Keywords: Shareholder Activism; Investing; Activist Investing; Technology; CEO Turnover; Hedge Fund Activism; Benchmarking; Corporate Governance; Information Technology; Investment Activism; Performance Improvement; Management Succession; United States
Srinivasan, Suraj, and Quinn Pitcher. "Sachem Head's Activism at Autodesk." Harvard Business School Case 118-086, March 2018.
- Article
Orienteering for Electioneering
By: Jonah Kallenbach, Robert Kleinberg and Scott Duke Kominers
In this paper, we introduce a combinatorial optimization problem that models the investment decision a political candidate faces when treating his or her opponents’ campaign plans as given. Our formulation accounts for both the time cost of traveling between districts... View Details
Kallenbach, Jonah, Robert Kleinberg, and Scott Duke Kominers. "Orienteering for Electioneering." Operations Research Letters 46, no. 2 (March 2018): 205–210.
- February 2018 (Revised March 2018)
- Case
Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)
By: Lauren Cohen, Christopher Malloy and William Powley
This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details
Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Technology Industry; Financial Services Industry
Cohen, Lauren, Christopher Malloy, and William Powley. "Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)." Harvard Business School Case 218-080, February 2018. (Revised March 2018.)
- February 2018 (Revised December 2019)
- Case
Rise of the Drones: Identified Technologies
By: Andy Wu and George Gonzalez
The founder and CEO of Identified Technologies, a Pittsburgh-based drone software and services company, faces a dilemma when San Francisco–based DroneDeploy begins to disrupt the industry with its drone software platform. Identified Technologies needs to consider... View Details
Keywords: Applications and Software; Digital Platforms; Disruption; Network Effects; Computer Industry; Computer Industry; Pittsburgh; San Francisco
Wu, Andy, and George Gonzalez. "Rise of the Drones: Identified Technologies." Harvard Business School Case 718-482, February 2018. (Revised December 2019.)
- January 2018 (Revised August 2020)
- Background Note
Continuous Software Development: Agile's Successor
By: Jeffrey J. Bussgang, Samuel Clemens and Olivia Hull
In recent years, the twin software development methodologies of continuous delivery and continuous deployment have risen to prominence in the start-up world and beyond. These methods have enabled technology companies large and small to accelerate their product... View Details
Keywords: Continuous Improvement; Continuous Development; Continuous Delivery; Continuous Integration; Product Development Processes; Computer Programming; Agile; Waterfall; Software Applications; Software Engineering; Applications and Software; Information Technology; Technological Innovation; Product Development; Customer Focus and Relationships; Entrepreneurship; Organizational Change and Adaptation; Organizational Structure; Quality; Product Marketing; Product; Infrastructure; Information Infrastructure; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Massachusetts; Boston
Bussgang, Jeffrey J., Samuel Clemens, and Olivia Hull. "Continuous Software Development: Agile's Successor." Harvard Business School Background Note 818-055, January 2018. (Revised August 2020.)
- Article
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups.... View Details
Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
- 2017
- Report
Room to Grow: Identifying New Frontiers for Apprenticeships
By: Joseph B. Fuller and Matthew Sigelman
In the United States, apprentices are employed in just 27 occupations, mostly in skilled, physical trades. An analysis of job postings data shows that extending apprenticeships to more occupations provides an opportunity to expand employment and close the middle skills... View Details
Keywords: Employment; Training; Competency and Skills; Personal Development and Career; United States
Fuller, Joseph B., and Matthew Sigelman. "Room to Grow: Identifying New Frontiers for Apprenticeships." Report, November 2017. (Published by Burning Glass Technologies and Harvard Business School, Managing the Future of Work.)
- October 2017
- Case
The Transformation of Microsoft
By: C. Fritz Foley, E. Scott Mayfield and F. Katelynn Boland
In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower margin. Some of these opportunities... View Details
Keywords: Growth; Corporate Finance; Valuation; Growth Management; Communication Strategy; Transformation; Computer Industry; Computer Industry; United States
Foley, C. Fritz, E. Scott Mayfield, and F. Katelynn Boland. "The Transformation of Microsoft." Harvard Business School Case 218-048, October 2017.
- 14 Aug 2017
- Conference Presentation
A Convex Framework for Fair Regression
By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
- 2017
- Article
Computer Vision Uncovers Predictors of Physical Urban Change
By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and César A. Hidalgo
Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes in the physical appearance of five U.S.... View Details
Keywords: Urban Economics; Gentrification; Urban Studies; Computer Vision; Nieghborhood Effects; Urban Development; Situation or Environment; Demographics; Economics; Change
Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and César A. Hidalgo. "Computer Vision Uncovers Predictors of Physical Urban Change." Proceedings of the National Academy of Sciences 114, no. 29 (July 18, 2017).
- June 2017
- Teaching Note
IBM Transforming, 2012–2016: Ginni Rometty Steers Watson
By: Rosabeth Moss Kanter and Jonathan Cohen
Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details
- 2017
- Chapter
Marketing Models for the Customer-Centric Firm
By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie
A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details
Ascarza, Eva, Peter S. Fader, and Bruce G.S. Hardie. "Marketing Models for the Customer-Centric Firm." In Handbook of Marketing Decision Models. 2nd ed. Edited by Berend Wierenga and Ralf van der Lans, 297–330. International Series in Operations Research & Management Science. Springer, 2017.
- May 2017 (Revised February 2018)
- Supplement
VMware and the Public Cloud (B)
By: Raffaella Sadun and Christine Snively
Supplements the (A) case. View Details
Keywords: Information Technology; Information Infrastructure; Applications and Software; Computer Industry; Computer Industry; Computer Industry
Sadun, Raffaella, and Christine Snively. "VMware and the Public Cloud (B)." Harvard Business School Supplement 717-515, May 2017. (Revised February 2018.)
- March 2017 (Revised February 2018)
- Case
VMware and the Public Cloud
By: Raffaella Sadun and Christine Snively
In 2015, VMware, a pioneer in server and network virtualization and a member of parent company EMC’s “federation” of companies, had set its sights on becoming a leading public cloud provider. Two years prior, VMware first entered the public cloud market with its vCloud... View Details
Keywords: Information Technology; Information Infrastructure; Applications and Software; Growth and Development Strategy; Internet and the Web; Computer Industry; Computer Industry; Computer Industry
Sadun, Raffaella, and Christine Snively. "VMware and the Public Cloud." Harvard Business School Case 717-480, March 2017. (Revised February 2018.)
- 2017
- Working Paper
Explaining the Vertical-to-Horizontal Transition in the Computer Industry
This paper seeks to explain the technological forces that led to the rise of vertically integrated corporations in the late 19th century and the opposing forces that led to a vertical-to-horizontal transition in the computer industry 100 years later. I first model the... View Details
Keywords: Organizational Design; Business History; Vertical Integration; Horizontal Integration; Digital Platforms; Computer Industry
Baldwin, Carliss Y. "Explaining the Vertical-to-Horizontal Transition in the Computer Industry." Harvard Business School Working Paper, No. 17-084, March 2017.
- February 2017 (Revised May 2017)
- Case
Rapid7
By: Mitchell Weiss, Paul Gompers and Silpa Kovvali
That Corey Thomas, vice president at Boston-based Rapid7, Inc., was about to enter his investor’s boardroom to negotiate a potential acquisition of Metasploit, LLC, was already an unlikely achievement of sorts. After all, Rapid7 was a venture-backed, corporate... View Details
- Article
Dissecting Costs of CT Study: Application of TDABC (Time-driven Activity-based Costing) in a Tertiary Academic Center
By: Robert S. Kaplan, Yoshimi Anzai, Marta E. Heilbrun, Derek Haas, Luca Boi, Kirk Moshre, Satoshi Minoshima and Vivian S. Lee
The lack of understanding the true costs (not charges) of delivering health care services poses tremendous challenges in the containment of health care costs. In this study, we applied an established cost accounting method, time-driven activity-based costing (TDABC),... View Details
Keywords: Healthcare Costs; Medical Imaging; Computed Tomography; Activity-Based Costing; Cost Accounting; Activity Based Costing and Management; Health Care and Treatment; Performance Efficiency; Health Industry
Kaplan, Robert S., Yoshimi Anzai, Marta E. Heilbrun, Derek Haas, Luca Boi, Kirk Moshre, Satoshi Minoshima, and Vivian S. Lee. "Dissecting Costs of CT Study: Application of TDABC (Time-driven Activity-based Costing) in a Tertiary Academic Center." Academic Radiology 24, no. 2 (February 2017): 200–208.
- December 2016 (Revised December 2017)
- Case
Faber-Castell
By: Ryan Raffaelli and Christine Snively
By 2016, Count Anton-Wolfgang von Faber-Castell had led the 255-year-old pencil manufacturer Faber-Castell through waves of technological change. The pocket calculator decimated Faber-Castell’s slide rule business in the 1970s, and computer aided design technology... View Details
Raffaelli, Ryan, and Christine Snively. "Faber-Castell." Harvard Business School Case 417-010, December 2016. (Revised December 2017.)
- November 2016 (Revised July 2019)
- Case
Lenovo to Buy IBM PC: Integration Challenges
By: David G. Fubini and Christine Snively
In December 2004, Chinese computer manufacturer Lenovo announced its purchase of IBM’s PC division. At the time, few industry observers were optimistic about the merger of these entities with seemingly opposite company cultures. How should the two entities plan to... View Details
Keywords: Integration; Strategy; Organizational Culture; Computer Industry; Computer Industry; United States; China
Fubini, David G., and Christine Snively. "Lenovo to Buy IBM PC: Integration Challenges." Harvard Business School Case 417-042, November 2016. (Revised July 2019.)
- November 2016 (Revised October 2018)
- Case
Formlabs: Selling a New 3D Printer
By: Frank V. Cespedes, Olivia Hull and Amram Migdal
Headquartered in Somerville, Massachusetts, Formlabs manufactures 3D printers used to print everything from prototypes and models to jewelry, dental, and sculpture molds. As Formlabs prepares to ship its latest model, the Form 2, Head of Customer Development and... View Details
Keywords: 3D Printing And Manufacturing; Sales Channel Development; Sales Strategy; Entrepreneurial Management; Product Engineering; Prototype; Prototyping; Entrepreneurship; Product Launch; Information Infrastructure; Business Startups; Customers; Technological Innovation; Growth and Development Strategy; Technology Adoption; Marketing Channels; Marketing Strategy; Product Positioning; Demand and Consumers; Sales; Salesforce Management; Computer Industry; Computer Industry; Computer Industry; United States; Massachusetts; Europe; Asia
Cespedes, Frank V., Olivia Hull, and Amram Migdal. "Formlabs: Selling a New 3D Printer." Harvard Business School Case 817-001, November 2016. (Revised October 2018.)