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      Engineering And ConstructionRemove Engineering And Construction →

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      • 2023
      • Working Paper

      Mapping Organizational-Level Networks Using Individual-Level Connections: Evidence from Online Professional Networks

      By: Shelley Xin Li, Frank Nagle and Aner Zhou
      Organization-level networks facilitate the flow of information and business activities in the economy. Prior research relies solely on high-level connections to measure these networks. Therefore, to understand the role of employee connections at all job levels in... View Details
      Keywords: Networks; Value; Social and Collaborative Networks; Innovation and Invention; Knowledge Sharing; Employees; Social Media
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      Li, Shelley Xin, Frank Nagle, and Aner Zhou. "Mapping Organizational-Level Networks Using Individual-Level Connections: Evidence from Online Professional Networks." Harvard Business School Working Paper, No. 24-010, August 2023.
      • August 2023
      • Teaching Note

      Newlab: Scaling an Innovation Engine

      By: Tarun Khanna and Felicia Belostecinic
      Teaching Note for HBS Case No. 723-364. View Details
      Keywords: Entrepreneurship; Social and Collaborative Networks; Global Range; Partners and Partnerships; Networks; Growth and Development Strategy; Opportunities; Brooklyn
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      Khanna, Tarun, and Felicia Belostecinic. "Newlab: Scaling an Innovation Engine." Harvard Business School Teaching Note 724-006, August 2023.
      • August 2023 (Revised September 2023)
      • Case

      T.G.S. Transportation: Battery Electric or Hydrogen?

      By: Willy C. Shih
      Peter Schneider, the President of T.G.S. Transportation, Inc., faced a choice. His company operated drayage trucks that moved containerized cargo between the Ports of Los Angeles, Long Beach, and Oakland to customers across the State of California, with a focus on the... View Details
      Keywords: Decarbonization; Clean Technology; Energy; Energy Policy; Renewable Energy; Environmental Sustainability; Truck Transportation; Transportation Industry; United States; California
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      Shih, Willy C. "T.G.S. Transportation: Battery Electric or Hydrogen?" Harvard Business School Case 624-032, August 2023. (Revised September 2023.)
      • August 2023
      • Case

      Quotient

      By: Thomas R. Eisenmann and Matt Higgins
      The founders of Quotient, a web-based service for onboarding new engineers, face decisions about how to bring their nascent product to market amidst a tech sector contraction. View Details
      Keywords: Engineers; Entrepreneurial Management; Growth; Go-to-market; Product Management; Entrepreneurship; Business Startups; Product Launch; Market Entry and Exit; Strategy; New York (city, NY); San Francisco
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      Eisenmann, Thomas R., and Matt Higgins. "Quotient." Harvard Business School Case 824-048, August 2023.
      • August 2023
      • Case

      Salma Qarnain: Spaceships to Broadway

      By: Leslie Perlow, Mel Martin and Hannah Weisman
      Salma Qarnain, daughter of Pakistani Muslim immigrants, is an engineer trained at Stanford and MIT. She began her career building spacecrafts but 30 years later finds herself pursuing her calling, acting on Broadway. The case explores Qarnain’s career path, family... View Details
      Keywords: Personal Development and Career; Job Search; Job Design and Levels; Happiness; Identity; Well-being; Work-Life Balance; Family and Family Relationships; Theater Entertainment; Film Entertainment; Talent and Talent Management; Entertainment and Recreation Industry; Entertainment and Recreation Industry; Entertainment and Recreation Industry; United States; New York (city, NY); Boston; California
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      Perlow, Leslie, Mel Martin, and Hannah Weisman. "Salma Qarnain: Spaceships to Broadway." Harvard Business School Case 424-018, August 2023.
      • 2024
      • Working Paper

      The Crowdless Future? Generative AI and Creative Problem Solving

      By: Léonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic and Karim R. Lakhani
      The rapid advances in generative artificial intelligence (AI) open up attractive opportunities for creative problem-solving through human-guided AI partnerships. To explore this potential, we initiated a crowdsourcing challenge focused on sustainable, circular economy... View Details
      Keywords: Large Language Models; Crowdsourcing; Generative Ai; Creative Problem-solving; Organizational Search; AI-in-the-loop; Prompt Engineering; AI and Machine Learning; Innovation and Invention
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      Boussioux, Léonard, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic, and Karim R. Lakhani. "The Crowdless Future? Generative AI and Creative Problem Solving." Harvard Business School Working Paper, No. 24-005, July 2023. (Revised July 2024.)
      • August 2023
      • Article

      Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel

      By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
      Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details
      Keywords: AI and Machine Learning; Technological Innovation; Technology Adoption
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      Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
      • August 29, 2023
      • Article

      The Fragility of Artists’ Reputations from 1795 to 2020

      By: Letian Zhang, Mitali Banerjee, Shinan Wang and Zhuoqiao Hong
      This study explores the longevity of artistic reputation. We empirically examine whether artists are more- or less-venerated after their death. We construct a massive historical corpus spanning 1795 to 2020 and build separate word-embedding models for each five-year... View Details
      Keywords: Natural Language Processing; Reputation; Arts
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      Zhang, Letian, Mitali Banerjee, Shinan Wang, and Zhuoqiao Hong. "The Fragility of Artists’ Reputations from 1795 to 2020." Proceedings of the National Academy of Sciences 120, no. 35 (August 29, 2023).
      • 2023
      • Book

      Suharto's Cold War: Indonesia, Southeast Asia, and the World

      By: Mattias Fibiger
      After the murder of senior generals in the Indonesian army by elements of the country's communist party in 1965, General Suharto orchestrated the mass killing of some half a million leftists and fellow travelers. But his ambitions spanned far beyond perpetrating a... View Details
      Keywords: Indonesia; Cold War; Political Economy; Foreign Aid; International Investment; International Relations; International Finance; History; War; Economic Systems; Government and Politics; Indonesia; Southeast Asia
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      Fibiger, Mattias. Suharto's Cold War: Indonesia, Southeast Asia, and the World. New York: Oxford University Press, 2023.
      • June 2023
      • Case

      Barton Malow: Building From the Top-Down

      By: Hise O. Gibson and Alicia Dadlani
      In 2023, Detroit-based Barton Malow completed the first high-rise building in the U.S. built from the top-down using LIFTbuild, a patented methodology that aimed to make construction safer and more efficient. By completing building work at ground level and then... View Details
      Keywords: Growth and Development Strategy; Innovation and Invention; Construction Industry
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      Gibson, Hise O., and Alicia Dadlani. "Barton Malow: Building From the Top-Down." Harvard Business School Case 623-060, June 2023.
      • June 2023
      • Teaching Note

      Komatsu and Smart Construction

      By: David J. Collis
      Teaching Note for HBS Case No. 521-042. The case describes the introduction by Komatsu, the Japanese earth moving equipment manufacturer, of a new business model—Smart Construction. This replaces the one-time sale of a capital good with a software platform that... View Details
      Keywords: Strategy; Corporate Strategy; Technology Adoption; Construction Industry
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      Collis, David J. "Komatsu and Smart Construction." Harvard Business School Teaching Note 723-419, June 2023.
      • June 2023
      • Case

      Investing in the Climate Transition at Neuberger Berman

      By: George Serafeim and Benjamin Maletta
      By mid-2023, Neuberger Berman (NB), an active asset manager, had grown its assets under management to about half a trillion dollars and took pride in its client centricity and innovative spirit. Responding to client demand for investment products that integrated... View Details
      Keywords: Carbon Emissions; Sustainability; Decarbonization; Performance; Risk Assessment; Opportunities; Environmental Sustainability; Carbon Footprint; Business Analysis; Investing; Regulation; Asset Management; Investment Strategy; Climate Change; Transition; Analysis; Product Positioning; Strategy; Investment Portfolio; Financial Services Industry; Energy Industry
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      Serafeim, George, and Benjamin Maletta. "Investing in the Climate Transition at Neuberger Berman." Harvard Business School Case 123-092, June 2023.
      • June 2023 (Revised March 2024)
      • Case

      Creating World-Class Board Governance at SECO

      By: Krishna G. Palepu and Emer Moloney
      In Spring 2023, SECO CEO Massimo Mauri had the ambition to grow the €200 million revenue technology company to a €1 billion company by 2030. Founded in Italy in the 1970s, the family-owned company had gone through a period of growth and internationalization,... View Details
      Keywords: Family Business; Business Model; Acquisition; Business Growth and Maturation; Talent and Talent Management; Customer Focus and Relationships; Engineering; Governance; Corporate Governance; Governing and Advisory Boards; Growth and Development Strategy; Compensation and Benefits; Retention; Innovation and Invention; Technological Innovation; Going Public; Strategic Planning; Business and Shareholder Relations; Business Strategy; Information Infrastructure; Information Technology; Value Creation; Organizational Change and Adaptation; Computer Industry; Electronics Industry; Industrial Products Industry; Information Technology Industry; Technology Industry; Italy; Europe; Germany; United States; China
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      Palepu, Krishna G., and Emer Moloney. "Creating World-Class Board Governance at SECO." Harvard Business School Case 123-082, June 2023. (Revised March 2024.)
      • June 2023
      • Case

      Verve Therapeutics: Taking DNA Editing to Heart

      By: Shikhar Ghosh and Shweta Bagai
      Verve Therapeutics, a public biotech company based in Boston, created a novel approach to addressing cardiovascular disease (CVD) - a leading cause of deaths globally. The company's approach was a single shot treatment to permanently lower cholesterol, thus reducing... View Details
      Keywords: AI; Genetic Engineering; Medicine; Health Care and Treatment; Genetics; Innovation Strategy; Business and Stakeholder Relations; Medical Specialties; Innovation and Invention; Entrepreneurship; Biotechnology Industry
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      Ghosh, Shikhar, and Shweta Bagai. "Verve Therapeutics: Taking DNA Editing to Heart." Harvard Business School Case 823-113, June 2023.
      • May 2023 (Revised June 2023)
      • Case

      Harvard University and Urban Mining Industries: Decarbonizing the Supply Chain

      By: Shirley Lu and Robert S. Kaplan
      The case describes Harvard University’s consideration to decarbonize its supply chain by replacing cement with a low-carbon substitute called Pozzotive®. Developed and produced by Urban Mining Industries, Pozzotive® is a ground-glass material made with post-consumer... View Details
      Keywords: Carbon Emissions; Blockchain; Supply Chain; Green Technology; Climate Change; Environmental Sustainability
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      Lu, Shirley, and Robert S. Kaplan. "Harvard University and Urban Mining Industries: Decarbonizing the Supply Chain." Harvard Business School Case 123-076, May 2023. (Revised June 2023.)
      • May–June 2023
      • Article

      A New Approach to Building Your Personal Brand: How to Communicate Your Value

      By: Jill Avery and Rachel Greenwald
      For better or worse, in today’s world everyone is a brand. Whether you’re applying for a job, asking for a promotion, or writing a dating profile, your success will depend on getting others to recognize your value. So you need to get comfortable marketing... View Details
      Keywords: Personal Brand; Influencer Marketing; Leadership Development; Marketing; Brands and Branding; Identity; Reputation; Competency and Skills
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      Avery, Jill, and Rachel Greenwald. "A New Approach to Building Your Personal Brand: How to Communicate Your Value." Harvard Business Review 101, no. 3 (May–June 2023): 147–151.
      • 2023
      • Article

      Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

      By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
      As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details
      Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods
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      Pawelczyk, Martin, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci, and Himabindu Lakkaraju. "Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse." Proceedings of the International Conference on Learning Representations (ICLR) (2023).
      • April 2023 (Revised February 2024)
      • Case

      AI Wars

      By: Andy Wu, Matt Higgins, Miaomiao Zhang and Hang Jiang
      In February 2024, the world was looking to Google to see what the search giant and long-time putative technical leader in artificial intelligence (AI) would do to compete in the massively hyped technology of generative AI. Over a year ago, OpenAI released ChatGPT, a... View Details
      Keywords: AI; Artificial Intelligence; AI and Machine Learning; Technology Adoption; Competitive Strategy; Technological Innovation
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      Wu, Andy, Matt Higgins, Miaomiao Zhang, and Hang Jiang. "AI Wars." Harvard Business School Case 723-434, April 2023. (Revised February 2024.)
      • 2023
      • Working Paper

      Corporate Website-based Measures of Firms' Value Drivers

      By: Wei Cai, Dennis Campbell and Patrick Ferguson
      We develop and validate new text-based measures of firms’ financial and non-financial value drivers. Using the Wayback Machine to access public US firms’ archived websites from 1995-2020, we scrape text from corporate homepages. We use Kaplan and Norton’s (1992)... View Details
      Keywords: Value; Corporate Strategy; Accounting; Analytics and Data Science
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      Cai, Wei, Dennis Campbell, and Patrick Ferguson. "Corporate Website-based Measures of Firms' Value Drivers." SSRN Working Paper Series, No. 4413808, April 2023.
      • February 2023 (Revised February 2025)
      • Case

      Doing Business in Athens, Greece

      By: Alan D. MacCormack, Carlota Moniz and Emilie Billaud
      This case examines the challenges and opportunities of doing business in Greece. It highlights Greece's economic transformation in the decades leading up to 2023 in the context of its history, culture, and politics. The case gives an overview of some of the main... View Details
      Keywords: Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Technology Industry; Tourism Industry; Shipping Industry; Greece; Athens
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      MacCormack, Alan D., Carlota Moniz, and Emilie Billaud. "Doing Business in Athens, Greece." Harvard Business School Case 323-100, February 2023. (Revised February 2025.)
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