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      Machinery and MachiningRemove Machinery and Machining →

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      • June 1983
      • Teaching Note

      Note on the Paper Machinery Industry, Teaching Note

      By: Christopher A. Bartlett
      Teaching Note for (9-383-185). View Details
      Keywords: Pulp and Paper Industry
      Citation
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      Bartlett, Christopher A. "Note on the Paper Machinery Industry, Teaching Note." Harvard Business School Teaching Note 383-191, June 1983.
      • June 1983 (Revised April 1991)
      • Case

      Dominion Engineering Works

      By: Christopher A. Bartlett
      Dominion Engineering Works faces important strategic decisions about whether to continue its focused strategy of selling newsprint machines to the Canadian paper industry or whether recent changes in industry conditions and the emergence of three global competitors... View Details
      Keywords: Machinery and Machining; Globalized Markets and Industries; Management Analysis, Tools, and Techniques; Partners and Partnerships; Competitive Strategy; Customization and Personalization; Diversification
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      Bartlett, Christopher A. "Dominion Engineering Works." Harvard Business School Case 383-184, June 1983. (Revised April 1991.)
      • June 1983
      • Background Note

      Note on the Paper Machinery Industry

      By: Christopher A. Bartlett
      Describes the major structural changes taking place in the paper industry in the 1970s: major oil and pulp price increases, pollution legislation, a shift in industry development from OECD countries to LDCs and NICs and the technological revolution in paper making.... View Details
      Keywords: Engineering; Price; Global Strategy; Growth and Development; Industry Structures; Organizational Change and Adaptation; Pollutants; Competition; Pulp and Paper Industry
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      Bartlett, Christopher A. "Note on the Paper Machinery Industry." Harvard Business School Background Note 383-185, June 1983.
      • December 1982 (Revised May 1983)
      • Case

      General Electric Aircraft Engine Business Group (B)

      By: Arthur Schleifer Jr.
      Keywords: Machinery and Machining; Air Transportation; Aerospace Industry
      Citation
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      Schleifer, Arthur, Jr. "General Electric Aircraft Engine Business Group (B)." Harvard Business School Case 183-137, December 1982. (Revised May 1983.)
      • January 1980 (Revised August 1986)
      • Case

      General Electric vs. Westinghouse in Large Turbine Generators (A)

      By: Michael E. Porter
      Describes the U.S. large turbine generator industry in early 1963, a period of severe price cutting and depressed industry conditions. Presents data to allow a structural analysis of the industry and an analysis of the strategies of the major players since 1946. The... View Details
      Keywords: Transformation; Customer Focus and Relationships; Machinery and Machining; Cost Management; Price; Management Analysis, Tools, and Techniques; Marketing Strategy; Industry Structures; Competition; Manufacturing Industry; United States
      Citation
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      Porter, Michael E. "General Electric vs. Westinghouse in Large Turbine Generators (A)." Harvard Business School Case 380-128, January 1980. (Revised August 1986.)
      • February 1977 (Revised December 1985)
      • Case

      Deere & Co.: Industrial Equipment Operations

      By: Benson P. Shapiro
      Describes the pricing of Deere's crawler tractors used in a variety of construction and industrial applications. Includes a strategic, multimillion-dollar move into the large bulldozer market as well as the pricing of tractors, accessories, and parts. View Details
      Keywords: Machinery and Machining; Price; Brands and Branding; Market Entry and Exit; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; United States
      Citation
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      Shapiro, Benson P. "Deere & Co.: Industrial Equipment Operations." Harvard Business School Case 577-112, February 1977. (Revised December 1985.)
      • 1974
      • Chapter

      Automobiles

      By: L. T. Wells Jr.
      Keywords: Machinery and Machining; Auto Industry
      Citation
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      Wells, L. T., Jr. "Automobiles." In Big Business and the State: Changing Relations in Western Europe, edited by R. Vernon. Cambridge: Harvard University Press, 1974.
      • November 1973
      • Article

      Men and Machines in Indonesia's Light Manufacturing Industry

      By: Louis T Wells Jr
      Keywords: Production; Machinery and Machining; Manufacturing Industry; Indonesia
      Citation
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      Wells, Louis T., Jr. "Men and Machines in Indonesia's Light Manufacturing Industry." Bulletin of Indonesian Economic Studies 9, no. 3 (November 1973).
      • February 1963
      • Case

      Markham Instrument Co. (A)

      By: Jay W. Lorsch
      Keywords: Machinery and Machining; Industrial Products Industry
      Citation
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      Lorsch, Jay W. "Markham Instrument Co. (A)." Harvard Business School Case 409-083, February 1963.
      • Forthcoming
      • Article

      An AI Method to Score Celebrity Visual Potential from Human Faces

      By: Flora Feng, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan and Cait Lamberton
      It has long been a mantra of marketing practice that, particularly in low-involvement situations, spokespeople should be physically attractive. This paper suggests there is a higher probability of gaining fame and influence (i.e., celebrity potential) than is captured... View Details
      Keywords: Personal Characteristics; AI and Machine Learning; Forecasting and Prediction; Marketing
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      Feng, Flora, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan, and Cait Lamberton. "An AI Method to Score Celebrity Visual Potential from Human Faces." Journal of Marketing Research (JMR) (forthcoming).
      • 2023
      • Chapter

      Analyzing Human Decisions and Machine Predictions in Bail Decision Making

      By: Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
      BOOK ABSTRACT: Oriented toward the introductory student, The Inequality Reader is the essential textbook for today's undergraduate courses. The editors have assembled the most important classic and contemporary readings about how poverty and inequality are... View Details
      Keywords: Equality and Inequality
      Citation
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      Kleinberg, Jon, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. "Analyzing Human Decisions and Machine Predictions in Bail Decision Making." In The Inequality Reader: Contemporary and Foundational Readings in Race, Class, and Gender. 3rd edition, edited by David B. Grusky and Szonja Szelényi. Routledge, forthcoming.
      • Forthcoming
      • Article

      Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

      By: Annamaria Conti, Christian Peukert and Maria P. Roche
      We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
      Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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      Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science (forthcoming). (Pre-published online March 7, 2025.)
      • Research Summary

      Capital Flows and Capital Goods (joint with Eliza Hammel)

      By: Laura Alfaro
      We examine one of the channels through which financial integration can help promote growth. In particular, we study the effects of capital account liberalization on the imports of capital goods. We pay particular attention to the effects of equity market... View Details
      • Teaching Interest

      Data Science and AI for Leaders

      By: Dennis Campbell
      Modern business increasingly relies... View Details
      Keywords: Artificial Intelligence; Data Science
      • Teaching Interest

      Data Science and Artificial Intelligence for Leaders

      By: Chiara Farronato
      With artificial intelligence (AI)... View Details
      Keywords: Data Science; Data Science And Analytics Management; Data Analytics; Data Analysis; Artificial Intelligence; Generative Ai; Generative Models
      • Forthcoming
      • Article

      Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

      By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman
      To mitigate information asymmetry about borrowers in developing economies, digital lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details
      Keywords: Informal Economy; Digital Banking; Mobile Phones; Developing Countries and Economies; Mobile and Wireless Technology; AI and Machine Learning; Analytics and Data Science; Credit; Borrowing and Debt; Well-being; Banking Industry; Kenya
      Citation
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      Chen, AJ, Omri Even-Tov, Jung Koo Kang, and Regina Wittenberg-Moerman. "Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data." Accounting Review (forthcoming). (Pre-published online April 22, 2025.)
      • Article

      Don’t let an AI failure harm your brand

      By: Julian De Freitas
      How companies market their AI systems affects the repercussions they face when their products fail. Marketers must promote their AI products with potential failure in mind. To do that, they must first understand consumers’ unique attitudes toward AI. Marketers who... View Details
      Keywords: AI and Machine Learning; Brands and Branding; Product Marketing; Consumer Behavior; Attitudes
      Citation
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      De Freitas, Julian. "Don’t let an AI failure harm your brand." Harvard Business Review (in press).
      • Teaching Interest

      Empirical Technology and Operations Management Course

      By: Himabindu Lakkaraju
      I taught a set of lectures on "Introduction to Machine Learning for Social Scientists" as part of this required course for first year PhD students. This module familiarizes students with all the basic concepts in machine learning, their implementations, as well as the... View Details
      • Forthcoming
      • Article

      Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment

      By: Shunyuan Zhang and Das Narayandas
      We examine how artificial intelligence (AI) affected the productivity of customer service agents and customer sentiment in online interactions. Collaborating with a meal delivery company, we conducted a randomized field experiment that exploited exogenous variation in... View Details
      Keywords: AI and Machine Learning; Customer Focus and Relationships; Performance Efficiency
      Citation
      Related
      Zhang, Shunyuan, and Das Narayandas. "Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment." Management Science (forthcoming).
      • Research Summary

      Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity

      By: Karen Mills
      Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
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