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      • March–April 2019
      • Article

      The Future of Leadership Development

      By: Das Narayandas and Mihnea Moldoveanu
      The need for leadership development has never been more urgent. Companies of all sorts realize that to survive in today’s volatile, uncertain, complex, and ambiguous environment, they need different leadership skills and organizational capabilities from those that... View Details
      Keywords: Talent Management; Executive Education; Leadership Development; Business Education; Management Skills; Learning; Online Technology
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      Narayandas, Das, and Mihnea Moldoveanu. "The Future of Leadership Development." Harvard Business Review 97, no. 4 (March–April 2019): 40–48. (Spotlight Talent Management.)
      • Article

      Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

      By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
      Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
      Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
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      Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
      • January 2019 (Revised December 2019)
      • Case

      CrossBoundary Energy

      By: John Macomber
      Almost 500 million people are without electricity in sub-Saharan Africa. Governments and public utilities are challenged to bring generation and distribution to most of them. Considerable promise exists in “off-grid” or “mini-grid” technologies, notably using renewable... View Details
      Keywords: Energy Investing; Economic Development; Renewable Energy; Business Growth and Maturation; Developing Countries and Economies; Project Finance; Emerging Markets; Industry Structures; Infrastructure; Segmentation; Private Equity; Decision Choices and Conditions; Energy Industry; Utilities Industry; Africa; Tanzania; Ghana
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      Macomber, John. "CrossBoundary Energy." Harvard Business School Case 219-089, January 2019. (Revised December 2019.)
      • 2019
      • Working Paper

      Immigrant Networking and Collaboration: Survey Evidence from CIC

      By: Sari Pekkala Kerr and William R. Kerr
      Networking and the giving and receiving of advice outside of one’s own firm are important features of entrepreneurship and innovation. We study how immigrants and natives utilize the potential networking opportunities provided by CIC, formerly known as the Cambridge... View Details
      Keywords: Immigrants; Networking; Advice; Entrepreneurs; Inventors; Start-up Employees; Venturing; Co-working; Agglomeration; Immigration; Entrepreneurship; Networks; Innovation and Invention; Social and Collaborative Networks
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      Kerr, Sari Pekkala, and William R. Kerr. "Immigrant Networking and Collaboration: Survey Evidence from CIC." Harvard Business School Working Paper, No. 19-078, January 2019.
      • January 2019 (Revised October 2019)
      • Case

      Liulishuo: AI English Teacher

      By: John J-H Kim and Shu Lin
      Educators and entrepreneurs alike are excited about the potential for artificial intelligence (AI) and machine learning to change the way learning will look like in the future. There is a confluence of factors such as the availability of large sources of rich,... View Details
      Keywords: AI; Artificial Intelligence; Education Technology; Information Technology; Education; Entrepreneurship; AI and Machine Learning; Education Industry; China
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      Kim, John J-H, and Shu Lin. "Liulishuo: AI English Teacher." Harvard Business School Case 319-090, January 2019. (Revised October 2019.)
      • 2020
      • Working Paper

      Team Learning and Superior Firm Performance: A Meso-Level Perspective on Dynamic Capabilities

      By: Jean-François Harvey, Henrik Bresman, Amy C. Edmondson and Gary P. Pisano
      This paper proposes a team-based, meso-level perspective on dynamic capabilities. We argue that team-learning routines constitute a critical link between managerial cognition and organization-level processes of sensing, seizing, and reconfiguring. We draw from the... View Details
      Keywords: Dynamic Capabilities; Innovation; Strategic Change; Teams; Team Learning; Groups and Teams; Learning; Innovation and Invention; Change; Performance
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      Harvey, Jean-François, Henrik Bresman, Amy C. Edmondson, and Gary P. Pisano. "Team Learning and Superior Firm Performance: A Meso-Level Perspective on Dynamic Capabilities." Harvard Business School Working Paper, No. 19-059, December 2018. (Revised January 2020.)
      • November 2018 (Revised April 2019)
      • Case

      Zespri Grows

      By: David E. Bell and Natalie Kindred
      Controlling about a third of global kiwifruit exports by volume and nearly half by value in 2018, Zespri was a grower-owned “corporatized cooperative” with the exclusive right to export New Zealand-grown kiwifruit (except to Australia). Zespri did not grow fruit but... View Details
      Keywords: Agribusiness; Kiwi; Kiwifruit; Agriculture; Global Supply Chain; Branding; Produce; Coordinated Industry Structure; Industry Coordination; Countercyclical Supply; New Product Development; Product Strategy; Differentiation; Food; Quality; Trade; Brands and Branding; Marketing; Strategy; Global Strategy; Change Management; Organizational Change and Adaptation; Globalization; Globalized Firms and Management; Competitive Strategy; Resource Allocation; Product Development; Agriculture and Agribusiness Industry; Consumer Products Industry; Food and Beverage Industry; New Zealand
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      Bell, David E., and Natalie Kindred. "Zespri Grows." Harvard Business School Case 519-047, November 2018. (Revised April 2019.)
      • November 2018
      • Case

      The Bundesliga in the U.S.

      By: Stephen A. Greyser, Sascha L. Schmidt and Florian Holzmayer
      The Bundesliga, Germany’s premier football (soccer) league, is assessing its global broadcast and marketing strategy, with special focus on the very lucrative but highly competitive U.S. market. Its CEO Christian Seifert believed that a strong international position... View Details
      Keywords: Media; Sports; Global Strategy; Marketing Strategy; Competitive Strategy; Media and Broadcasting Industry; Sports Industry; United States
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      Greyser, Stephen A., Sascha L. Schmidt, and Florian Holzmayer. "The Bundesliga in the U.S." Harvard Business School Case 919-406, November 2018.
      • 2018
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 6 The Value Structure of Technologies, Part 1: Mapping Functional Relationships

      By: Carliss Y. Baldwin
      Organizations are formed in a free economy because a person or group perceives value in carrying out a technical recipe that is beyond the capacity of a single person. Technology specifies what must be done, what resources must be assembled, what actions taken, and... View Details
      Keywords: Language; Information Technology; System; Relationships
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 6 The Value Structure of Technologies, Part 1: Mapping Functional Relationships." Harvard Business School Working Paper, No. 19-037, October 2018.
      • September 2018
      • Case

      OYO: Creating Effective Spaces

      By: Das Narayandas, Sunil Gupta, Rachna Tahilyani and Mahima Rao-Kachroo
      Twenty-four-year old Ritesh Agarwal, founder and CEO of India-based online hotel branding network OYO Rooms, has tackled the issue of unreliability in India's highly fragmented budget hotel industry. In 2018, OYO branded 8,500 properties across 200 cities and managed... View Details
      Keywords: Technology; Accomodation; App Development; Operations And Processes; Innovation; Strategy; Change Management; Entrepreneurship; Information Technology; Research; Marketing; Operations; Innovation Strategy; Sales; Accommodations Industry; India; South Asia
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      Narayandas, Das, Sunil Gupta, Rachna Tahilyani, and Mahima Rao-Kachroo. "OYO: Creating Effective Spaces." Harvard Business School Case 519-023, September 2018.
      • July 2018 (Revised January 2019)
      • Teaching Note

      MC Tool

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Sean Witty and Jason Premo acquired MC Tool, a machine shop located in South Carolina in 2007 with the intent to transform it into a precision manufacturer. Witty and Premo were able to more than double revenue to $6 million in their first year of managing MC by... View Details
      Keywords: Small & Medium-sized Enterprises; Small Business; Production; Transformation; Problems and Challenges; Financial Condition; Business Strategy; Manufacturing Industry; United States
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "MC Tool." Harvard Business School Teaching Note 219-004, July 2018. (Revised January 2019.)
      • June 2018 (Revised July 2023)
      • Case

      John Chambers, Cisco, and China: Upgrading a Golden Shield

      By: Geoffrey Jones and Emily Grandjean
      This case examines the role of Cisco led by John Chambers in facilitating web filtering in China. It begins by tracing the origins of Cisco as a pioneer of networking equipment. John Chambers, who had worked as a sales manager at IBM and Wang Laboratories, joined Cisco... View Details
      Keywords: Cisco; Internet and the Web; Governance Controls; Ethics; Rights; Corporate Social Responsibility and Impact; Technology Industry; China
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      Jones, Geoffrey, and Emily Grandjean. "John Chambers, Cisco, and China: Upgrading a Golden Shield." Harvard Business School Case 318-158, June 2018. (Revised July 2023.)
      • April 2018 (Revised November 2019)
      • Case

      JD: Envisioning the Future of Retail (A)

      By: Feng Zhu and Shirley Sun
      JD, China’s second largest e-commerce company by gross merchandise volume (GMV) after Alibaba, had expanded rapidly from 2012 to 2016. When the company celebrated its 13th birthday in 2017, Richard Liu, its founder, deliberated on the company’s growth strategies. The... View Details
      Keywords: Growth and Development Strategy; Competitive Strategy; E-commerce; Retail Industry; China
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      Zhu, Feng, and Shirley Sun. "JD: Envisioning the Future of Retail (A)." Harvard Business School Case 618-051, April 2018. (Revised November 2019.)
      • 2018
      • Working Paper

      Executive Education in the Digital Matrix: The Disruption of the Supply Landscape

      By: Mihnea Moldoveanu and Das Narayandas
      Even as the demand for managerial skills continues to grow, executive education worldwide has entered a period of disruption caused by the digitalization of content, connectivity, and communication. The current offerings of many executive education program providers... View Details
      Keywords: Executive Education; Internet and the Web; Disruption; Competency and Skills; Leadership Development
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      Moldoveanu, Mihnea, and Das Narayandas. "Executive Education in the Digital Matrix: The Disruption of the Supply Landscape." Harvard Business School Working Paper, No. 18-097, March 2018. (Revised June 2018.)
      • March 2018 (Revised June 2018)
      • Case

      City Year at 30: Toward Long-Term Impact

      By: Rosabeth Moss Kanter and James Weber
      In 2018, City Year was a 30-year-old nonprofit that recruited and organized teams of young-adult “volunteers” (corps teams) to provide a year of citizen service. It had 3,100 corps members serving in 327 schools located in 28 U.S. cities. In its early decades, City... View Details
      Keywords: Education; Service Operations; Nonprofit Organizations; Growth and Development Strategy; Performance Efficiency; Resource Allocation; Change Management; Social Entrepreneurship; Middle School Education; Secondary Education; Philanthropy and Charitable Giving; Human Capital; Growth Management; Service Delivery; Organizational Design; Social Enterprise; Poverty; United States
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      Kanter, Rosabeth Moss, and James Weber. "City Year at 30: Toward Long-Term Impact." Harvard Business School Case 318-089, March 2018. (Revised June 2018.)
      • March 2018
      • Teaching Note

      Twine Health

      By: Robert S. Huckman and Ariel D. Stern
      In late 2014, Dr. John Moore (CEO), Frank Moss (chairman), and Scott Gilroy (CTO) of Twine Health (Twine) had to resolve several challenges that threatened to restrict the widespread dissemination of its sole product, Twine. Twine was a cloud-based platform that... View Details
      Keywords: Health Care; Chronic Disease; Digital Health; Health Acceleration Challenge; Strategy; Disease Management; Health; Health Care and Treatment; Information Technology; Mobile and Wireless Technology; Technology Adoption; Health Industry; United States; Massachusetts
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      Huckman, Robert S., and Ariel D. Stern. "Twine Health." Harvard Business School Teaching Note 618-055, March 2018.
      • March 2018
      • Case

      Lufax: FinTech and the Transformation of Wealth Management in China

      By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
      This case examines the rise and competitive positioning of Lufax, an online marketplace headquartered in Shanghai, China, and a pioneer in the origination and trading of financial assets. The company had grown at a remarkable rate, and was awarded “Trading Platform of... View Details
      Keywords: Asset Management; Internet and the Web; Competitive Strategy; Situation or Environment; Product Positioning; Financial Services Industry; China
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      Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Lufax: FinTech and the Transformation of Wealth Management in China." Harvard Business School Case 218-088, March 2018.
      • March 2018
      • Article

      Making the Numbers? 'Short Termism' and the Puzzle of Only Occasional Disaster

      By: Hazhir Rahmandad, Rebecca Henderson and Nelson P. Repenning
      Much recent work in strategy and popular discussion suggests that an excessive focus on "managing the numbers"—delivering quarterly earnings at the expense of longer-term investments—makes it difficult for firms to make the investments necessary to build competitive... View Details
      Keywords: Capability; Short-termism; System Dynamics; Tipping Point; Business or Company Management; Earnings Management; Resource Allocation
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      Rahmandad, Hazhir, Rebecca Henderson, and Nelson P. Repenning. "Making the Numbers? 'Short Termism' and the Puzzle of Only Occasional Disaster." Management Science 64, no. 3 (March 2018): 1328–1347.
      • February 2018
      • Case

      Aetna and the Transformation of Health Care

      By: Rebecca M. Henderson, Russell Eisenstat and Matthew Preble
      Mark Bertolini, chairman and CEO of the health insurer Aetna, faces a number of questions as he seeks to transform Aetna from a classic insurance company into a business that will engage much more deeply with its members around their personal health goals. His strategy... View Details
      Keywords: Health Care and Treatment; Insurance; Transformation; Behavior; Leading Change; Strategy; Insurance Industry; Health Industry; United States; Connecticut
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      Henderson, Rebecca M., Russell Eisenstat, and Matthew Preble. "Aetna and the Transformation of Health Care." Harvard Business School Case 318-048, February 2018.
      • January 2018 (Revised March 2020)
      • Case

      SAP: Branding in the Digital Age

      By: Das Narayandas and Amram Migdal
      By 2017, digital, social, and mobile technologies were rapidly changing the way many of SAP’s traditional customers did business over the last decade. In response to this trend, SAP had acquired companies with capabilities in e-commerce, human capital, workforce... View Details
      Keywords: Brand Positioning; Marketing; Sales; Brands and Branding; Strategy; Technology Industry
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      Narayandas, Das, and Amram Migdal. "SAP: Branding in the Digital Age." Harvard Business School Case 518-058, January 2018. (Revised March 2020.)
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