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      • Faculty Publications  (29)

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      • September 2022
      • Article

      Human Versus Machine: A Comparison of Robo-Analyst and Traditional Research Analyst Investment Recommendations

      By: Braiden Coleman, Kenneth J. Merkley and Joseph Pacelli
      We provide the first comprehensive analysis of the properties of investment recommendations generated by “Robo-Analysts,” which are human analyst-assisted computer programs conducting automated research analysis. Our results indicate that Robo-Analyst recommendations...  View Details
      Keywords: Fintech; Analysts; Robo-analysts; Investment Recommendations; Investment; Information Technology; Performance
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      Coleman, Braiden, Kenneth J. Merkley, and Joseph Pacelli. "Human Versus Machine: A Comparison of Robo-Analyst and Traditional Research Analyst Investment Recommendations." Accounting Review 97, no. 5 (September 2022): 221–244.
      • April 2021
      • Case

      Codecademy: Where to Next?

      By: Jeffrey F. Rayport, Max Mailman and Sarah Ascherman
      In March 2020, Zach Sims, co-founder and CEO of online education platform Codecademy, prepared for a meeting with his Chief of Staff Kunal Ahuja to discuss the company’s goals. Codecademy billed itself as the largest online resource for computer science literacy and...  View Details
      Keywords: Monetization Strategy; Business Model; Change Management; Venture Capital; Leading Change; Growth and Development Strategy; Growth Management; Management Teams; Marketing Channels; Product Marketing; Network Effects; Product Development; Organizational Change and Adaptation; Strategic Planning; Internet and the Web; Digital Platforms; United States
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      Rayport, Jeffrey F., Max Mailman, and Sarah Ascherman. "Codecademy: Where to Next?" Harvard Business School Case 821-093, April 2021.
      • March 2021
      • Case

      VideaHealth: Building the AI Factory

      By: Karim R. Lakhani and Amy Klopfenstein
      Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new...  View Details
      Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge
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      Lakhani, Karim R., and Amy Klopfenstein. "VideaHealth: Building the AI Factory." Harvard Business School Case 621-021, March 2021.
      • Winter 2021
      • Editorial

      Introduction

      By: Michael A. Wheeler
      This issue of Negotiation Journal is dedicated to the theme of artificial intelligence, technology, and negotiation. It arose from a Program on Negotiation (PON) working conference on that important topic held virtually on May 17–18. The conference was not the...  View Details
      Keywords: Artificial Intelligence; Information Technology; Negotiation; AI and Machine Learning
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      Wheeler, Michael A. "Introduction." Special Issue on Artificial Intelligence, Technology, and Negotiation. Negotiation Journal 37, no. 1 (Winter 2021): 5–12.
      • 2019
      • Working Paper

      The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work

      By: Hila Lifshitz - Assaf and Frank Nagle
      Knowledge work is becoming increasingly challenging as pace of change in the knowledge frontier is increasing. Organizations have created multiple mechanisms to minimize knowledge gaps and increase learning such internal training, mentorship programs as well as...  View Details
      Keywords: Open Source; Future Of Work; Software Development; Knowledge Work; Online Community; Learning; Knowledge Sharing; Applications and Software; Open Source Distribution; Performance Productivity
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      Lifshitz - Assaf, Hila, and Frank Nagle. "The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work." Working Paper, April 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
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      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.)
      • November 2015 (Revised May 2016)
      • Case

      Aspiring Minds

      By: Karim R. Lakhani, Marco Iansiti and Christine Snively
      By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning...  View Details
      Keywords: Information Technology; Strategy; Higher Education; Technological Innovation; Employment; Technology Industry; India; China
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      Lakhani, Karim R., Marco Iansiti, and Christine Snively. "Aspiring Minds." Harvard Business School Case 616-013, November 2015. (Revised May 2016.)
      • December 2014 (Revised October 2015)
      • Case

      Codecademy: Monetizing a Movement?

      By: Jeffrey J. Bussgang and Lisa C. Mazzanti
      Codecademy, an open-platform, online community for learning computer programming, launched in 2011. By 2014, the company had raised a total of $12.5 million in funding and was, on many fronts, an overwhelming success. However, there were still no revenues. The founders...  View Details
      Keywords: Entrepreneurial Management; Startup Management; Technology; Computer Programming; Coding; Online Education; Monetization; Online Communities; Marketplaces; Internet and the Web; Education; Entrepreneurship; Business Startups; Growth and Development Strategy; Technology Industry; Education Industry
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      Bussgang, Jeffrey J., and Lisa C. Mazzanti. "Codecademy: Monetizing a Movement?" Harvard Business School Case 815-093, December 2014. (Revised October 2015.)
      • February 2014
      • Case

      BGI: Data-driven Research

      By: Willy Shih and Sen Chai
      BGI has the largest installed gene-sequencing capacity in the world, and to Zhang Gengyun, general manager of the Life Sciences Division, this represented an opportunity to apply his training as a plant breeder and his early career work as a biochemist to improving...  View Details
      Keywords: Genomics; Gene Sequencing; Life Sciences; Plant Breeding; Human Genome Program; Beijing Genomics Institute; BGI; Rice Genome; Technological Innovation; Innovation Strategy; Research; Research and Development; Science; Genetics; Science-Based Business; Strategy; Commercialization; Corporate Strategy; Information Technology; Applications and Software; Agriculture and Agribusiness Industry; Biotechnology Industry; Food and Beverage Industry; China; United States
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      Shih, Willy, and Sen Chai. "BGI: Data-driven Research." Harvard Business School Case 614-056, February 2014.
      • 2012
      • Case

      Advanced Leadership Pathways: Shelly London and Ethics Education—'Strengthening Our Moral Compass'

      By: Rosabeth Moss Kanter and Anne Arlinghaus
      Shelly London and Ethics Education — 'Strengthening Our Moral Compass' 2009 AL Fellow
      Following a successful career as a Senior Vice President, Vice President, and Chief Communications Officer at two large corporate companies, Shelly London set out to promote...  View Details
      Keywords: Leadership Skills; Ethics Education; Initiatives; Morality; Moral Compass; Prima Facie; Grassroots Movement; Ethical Reasoning; Decision-making; Social Media; Media Relations; Family Dinner Project; Public Conversations Project; Laura Chasin; Computer Games; Video Games; Quandary; Organizational Structure; Infrastructure; Ethics; Education; Moral Sensibility; Behavior; Decision Making; Leadership; Innovation and Management; Education Industry; Service Industry; North and Central America
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      Kanter, Rosabeth Moss, and Anne Arlinghaus. "Advanced Leadership Pathways: Shelly London and Ethics Education—'Strengthening Our Moral Compass'." Harvard Business Publishing Case 313-028, 2012. (Harvard Advanced Leadership Initiative.)
      • February 2011
      • Case

      oDesk: Changing How the World Works

      By: Boris Groysberg, David A. Thomas and Jennifer M. Tydlaska
      It is 2010, and Gary Swart, CEO of oDesk, is contemplating the next steps for his organization. Founded in 2004 in California, oDesk operates an online marketplace which matches Employers with Contractors. oDesk provides fact-based information on Contractors, including...  View Details
      Keywords: Recruitment; Leadership; Growth and Development Strategy; Digital Platforms; Marketplace Matching; Corporate Strategy; Internet and the Web; Consulting Industry
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      Groysberg, Boris, David A. Thomas, and Jennifer M. Tydlaska. "oDesk: Changing How the World Works." Harvard Business School Case 411-078, February 2011.
      • September 2010
      • Case

      NetApp

      By: Das Narayandas and Elizabeth A. Kind
      NetApp had undertaken an award-winning overhaul and upgrading of its channel strategy design that accounted for 46 percent of North America sales in 2006. Nonetheless, NetApp senior management announced they expected to grow revenue another 30% in fiscal 2007 with half...  View Details
      Keywords: Advertising; Business Model; Design; Revenue; Planning; Problems and Challenges; Sales; Computer Industry; Computer Industry; Computer Industry
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      Narayandas, Das, and Elizabeth A. Kind. "NetApp." Harvard Business School Case 511-058, September 2010.
      • January 2008 (Revised September 2008)
      • Supplement

      Marketing the "$100 Laptop" (C)

      By: John A. Quelch and David Chen
      In October 2007, the OLPC reported production delays and missed its shipment date. In early November, the $100 PC finally went into production, with initial shipments planned for Uruguay and Mongolia, and mid-month launched the "Give One, Get One" program. It enabled...  View Details
      Keywords: Nonprofit Organizations; For-Profit Firms; Partners and Partnerships; Information Infrastructure; Problems and Challenges; Philanthropy and Charitable Giving; Computer Industry; Canada; Mongolia; Uruguay; United States
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      Quelch, John A., and David Chen. Marketing the "$100 Laptop" (C). Harvard Business School Supplement 508-065, January 2008. (Revised September 2008.)
      • May 2004 (Revised July 2004)
      • Case

      IBM On Demand Community

      By: John A. Quelch
      The vice-president of IBM Corporate Community Relations is developing the launch program for IBM On Demand Community, a suite of 140 technology tools designed to enable IBM employees to assist nonprofit community organizations and schools worldwide.  View Details
      Keywords: Nonprofit Organizations; Social Marketing; Computer Industry
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      Quelch, John A. "IBM On Demand Community." Harvard Business School Case 504-103, May 2004. (Revised July 2004.)
      • June 2003
      • Case

      IBM and Linux (A)

      By: Carliss Y. Baldwin, Siobhan O'Mahony and James Quinn
      In the fall of 1998, Dan Frye, member of IBM's emerging technologies and business team, is trying to decide whether to forge a strategic alliance with the Linux Development Community (LDC). Just two years earlier, IBM had its first exposure to an "open source" software...  View Details
      Keywords: Mergers and Acquisitions; Open Source Distribution; Problems and Challenges; Alliances; Cooperation; Computer Industry; Computer Industry
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      Baldwin, Carliss Y., Siobhan O'Mahony, and James Quinn. "IBM and Linux (A)." Harvard Business School Case 903-083, June 2003.
      • October 2000 (Revised November 2018)
      • Exercise

      Web-Based Beer Game Exercise

      By: Janice H. Hammond
      The Web-based beer game is an exercise that demonstrates supply channel dynamics. Simulates the flow of material and information in a simplified channel of beer production and distribution, focusing on the linkages between a beer manufacturer, its distributors, a...  View Details
      Keywords: Distribution Channels; Production
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      Hammond, Janice H. "Web-Based Beer Game Exercise." Harvard Business School Exercise 601-048, October 2000. (Revised November 2018.)
      • March 2000
      • Case

      Dell Computer Corporation: Share Repurchase Program

      By: George C. Chacko and Luis M. Viceira
      Dell Computer Corp. announced a share repurchase program shortly after a significant stock price drop. In this announcement, the company also states that it will use options contracts. This case looks at the options transactions and how they relate to Dell's employee...  View Details
      Keywords: Financial Strategy; Stock Options; Employee Stock Ownership Plan; Computer Industry
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      Chacko, George C., and Luis M. Viceira. "Dell Computer Corporation: Share Repurchase Program." Harvard Business School Case 200-056, March 2000.
      • September 1999
      • Case

      Hewlett-Packard Global Alliance Program (A): Alliance Strategy

      By: Rosabeth M. Kanter and Alida Zweidler-McKay
      Keywords: Alliances; Strategy; Computer Industry; Computer Industry
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      Kanter, Rosabeth M., and Alida Zweidler-McKay. "Hewlett-Packard Global Alliance Program (A): Alliance Strategy." Harvard Business School Case 300-014, September 1999.
      • March 1999 (Revised April 1999)
      • Case

      Environmental Risk Management at Chevron Corporation

      By: Forest L. Reinhardt, Monica M Mandelli and Jennifer Burns
      Chevron Corp., headquartered in San Francisco, manages a worldwide, vertically integrated value chain from the oil well to the gasoline station. Mishandling of oil at any stage of production can damage the natural environment, human health, corporate profitability, or...  View Details
      Keywords: Risk Management; Risk and Uncertainty; Environmental Sustainability; Energy Generation; Supply Chain Management; Metals and Minerals; Management Systems; Management Teams; Trade; Vertical Integration; Energy Industry; Mining Industry
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      Reinhardt, Forest L., Monica M Mandelli, and Jennifer Burns. "Environmental Risk Management at Chevron Corporation." Harvard Business School Case 799-062, March 1999. (Revised April 1999.)
      • March 1996 (Revised April 1996)
      • Case

      Andy Chew at Siemens Nixdorf: Change from the Middle

      By: Rosabeth M. Kanter and John F. McGuire
      Andy Chew, a British manager reassigned to Germany by a large German computer company, is in the middle of carrying out a project as a designated "change agent" in a program to reshape the culture toward one that is more entrepreneurial for success as a nimble global...  View Details
      Keywords: Change Management; Corporate Entrepreneurship; Organizational Culture; Information Technology; Technological Innovation; Business or Company Management; Projects; Computer Industry; Computer Industry; Germany
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      Kanter, Rosabeth M., and John F. McGuire. "Andy Chew at Siemens Nixdorf: Change from the Middle." Harvard Business School Case 396-204, March 1996. (Revised April 1996.)
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