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  • All HBS Web  (488)
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  • October 2024 (Revised February 2025)
  • Case

AI and Brand Management: Promises and Perils

By: Julian De Freitas and Elie Ofek
As AI gains traction across industries, companies anticipate that AI will revolutionize both backend processes and customer-facing interactions—with brands eager to leverage AI for tailored marketing materials and automated consumer engagements. Yet, despite a dramatic... View Details
Keywords: AI and Machine Learning; Brands and Branding; Reputation; Technology Adoption; Competitive Advantage
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De Freitas, Julian, and Elie Ofek. "AI and Brand Management: Promises and Perils." Harvard Business School Case 525-021, October 2024. (Revised February 2025.)
  • 2022
  • White Paper

Building from the Bottom Up: What Business Can Do to Strengthen the Bottom Line by Investing in Front-line Workers

By: Joseph B. Fuller and Manjari Raman
A significant number of American workers—44%—are employed in low wage jobs at the front line of industries. Despite undertaking some of the most tedious, dirtiest, and most dangerous jobs, low-wage workers are—and have long been—the most likely to be overlooked by... View Details
Keywords: COVID-19; Labor Market; Low-wage Workers; Worker Welfare; Churn/retention; Morale; Jobs and Positions; Employees; Wages; Retention; Well-being; Human Resources
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Fuller, Joseph B., and Manjari Raman. "Building from the Bottom Up: What Business Can Do to Strengthen the Bottom Line by Investing in Front-line Workers." White Paper, Harvard Business School, January 2022.
  • 29 Sep 2010
  • Working Paper Summaries

Medium Term Business Cycles in Developing Countries

Keywords: by Diego Comin, Norman Loayza, Farooq Pasha & Luis Serven
  • March 2020
  • Article

Synergistic Value in Vertically Integrated Power-to-Gas Energy Systems

By: Gunther Glenk and Stefan Reichelstein
In vertically integrated energy systems, integration frequently entails operational gains that must be traded off against the requisite cost of capacity investments. In the context of the model analyzed in this study, the operational gains are subject to inherent... View Details
Keywords: Vertical Integration; Volatility; Capital Investment; Capacity Management; Renewable Energy; Green Hydrogen; Decarbonization; Carbon Emissions; Environment; Energy; Environmental Accounting; Environmental Management; Environmental Sustainability; Investment; Decision Making; Operations; Technological Innovation; Green Technology; Energy Industry; Utilities Industry; Consulting Industry; Green Technology Industry; Industrial Products Industry; Manufacturing Industry; Technology Industry; Steel Industry; Shipping Industry; Transportation Industry; Europe; North America; South America; Africa; Asia
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Glenk, Gunther, and Stefan Reichelstein. "Synergistic Value in Vertically Integrated Power-to-Gas Energy Systems." Production and Operations Management 29, no. 3 (March 2020): 526–546.
  • 1980
  • Working Paper

Components of Manufacturing Inventories: A Structural Model of the Production Process

By: Alan J. Auerbach and Jerry R. Green
This paper presents a structural model of production and inventory accumulation based on the hypothesis of cost minimization. It differs from previous attempts in several respects. First, it integrates the analysis of input inventories with output inventories, treating... View Details
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Auerbach, Alan J., and Jerry R. Green. "Components of Manufacturing Inventories: A Structural Model of the Production Process." NBER Working Paper Series, No. 491, June 1980.
  • August 2017 (Revised August 2018)
  • Case

Busbud: Building a Data Company

By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler
The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is... View Details
Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry
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Datar, Srikant M., Alistair Croll, and Caitlin N. Bowler. "Busbud: Building a Data Company." Harvard Business School Case 118-011, August 2017. (Revised August 2018.)
  • 2017
  • Chapter

U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence

By: William R. Kerr
High-skilled immigrants are a very important component of U.S. innovation and entrepreneurship. Immigrants account for roughly a quarter of U.S. workers in these fields, and they have a similar contribution in terms of output measures like patents or firm starts. This... View Details
Keywords: Innovation; Diaspora; Diasporas; Entrepreneurship; Innovation and Invention; Immigration; United States
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Kerr, William R. "U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence." Chap. 6 in The International Mobility of Talent and Innovation: New Evidence and Policy Implications, edited by Carsten Fink and Ernest Miguelez, 193–221. Intellectual Property, Innovation and Economic Development. Cambridge, UK: Cambridge University Press, 2017.
  • 2009
  • Other Paper

Trade Policy and Firm Boundaries

By: Laura Alfaro, Paola Conconi, Andrew F. Newman and Harald Fadinger
We examine how trade policy affects firms' organizational choices. We embed a model of firms' vertical integration decisions into a standard perfectly-competitive international trade framework. In the model, integration decisions are driven by a trade-off... View Details
Keywords: Trade; Policy; Ownership; Business and Government Relations; Vertical Integration; Boundaries
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Alfaro, Laura, Paola Conconi, Andrew F. Newman, and Harald Fadinger. "Trade Policy and Firm Boundaries."
  • Article

R&D: A Small Contribution to Productivity Growth

By: Diego Comin
In this paper I evaluate the contribution of R&D investments to productivity growth. The basis for the analysis are the free entry condition and the fact that most R&D innovations are embodied. Free entry yields a relationship between the resources devoted to R&D and... View Details
Keywords: Research and Development; Investment; Interest Rates; Performance Productivity; Technological Innovation; Perspective; United States
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Comin, Diego. "R&D: A Small Contribution to Productivity Growth." Journal of Economic Growth 9, no. 4 (December 2004). (This paper was featured in BusinessWeek and Il Corriere Della Sera.)
  • April 1993 (Revised July 1994)
  • Case

MathSoft, Inc. (A)

By: V. Kasturi Rangan
MathSoft's VP of sales has doubled the size of the company's direct field sales force to support the launch of a new, high-end workstation software product priced at almost $9,000. However, sales of the new product are far below plan. At the same time, the VP of... View Details
Keywords: Information Technology; Corporate Entrepreneurship; Applications and Software; Communication Strategy; Salesforce Management; Marketing Channels; Advertising; Product Launch; Information Technology Industry; Industrial Products Industry; United States
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Rangan, V. Kasturi. "MathSoft, Inc. (A)." Harvard Business School Case 593-094, April 1993. (Revised July 1994.)
  • April 2013
  • Article

What Roger Fisher Got Profoundly Right: Five Enduring Lessons for Negotiators

By: James K. Sebenius
Roger Fisher, who died in 2012, enjoyed a remarkable career that modeled one way that an academic, especially in a professional school such as law or business, could make a significant, positive, and lasting difference in the world. Distinctive aspects of his career... View Details
Keywords: Bargaining; Conflict Resolution; Dealmaking; Negotiation; Personal Development and Career; Conflict and Resolution
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Sebenius, James K. "What Roger Fisher Got Profoundly Right: Five Enduring Lessons for Negotiators." Negotiation Journal 29, no. 2 (April 2013): 159–169.
  • Research Summary

Do Prices Determine Vertical Integration?*

By: Laura Alfaro
What is the relationship between product prices and vertical integration? While the literature has focused on how integration affects prices, this paper provides evidence that prices can affect integration. Many theories in organizational economics and industrial... View Details
  • April 2023
  • Article

On the Privacy Risks of Algorithmic Recourse

By: Martin Pawelczyk, Himabindu Lakkaraju and Seth Neel
As predictive models are increasingly being employed to make consequential decisions, there is a growing emphasis on developing techniques that can provide algorithmic recourse to affected individuals. While such recourses can be immensely beneficial to affected... View Details
Keywords: Recourse; Privacy Threats; AI and Machine Learning; Information
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Pawelczyk, Martin, Himabindu Lakkaraju, and Seth Neel. "On the Privacy Risks of Algorithmic Recourse." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 206 (April 2023).
  • July 2023
  • Article

Marketplace Scalability and Strategic Use of Platform Investment

By: Jin Li, Gary Pisano, Richard Xu and Feng Zhu
The scalability of a marketplace depends on the operations of the marketplace platform as well as its sellers’ capacities. In this study, we explore one strategy that a marketplace platform can use to enhance its scalability: providing an ancillary service to sellers.... View Details
Keywords: Two-sided Platforms; Services; Digital Platforms
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Li, Jin, Gary Pisano, Richard Xu, and Feng Zhu. "Marketplace Scalability and Strategic Use of Platform Investment." Management Science 69, no. 7 (July 2023): 3958–3975.
  • 2012
  • Working Paper

Information Technology and Boundary of the Firm: Evidence from Plant-Level Data

By: Chris Forman and Kristina McElheran
We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of Manufactures. Focusing on the short-run decision of whether to allocate production output to downstream plants... View Details
Keywords: Information Technology; Technology Adoption; Production; Factories, Labs, and Plants; Vertical Integration; Supply Chain; Manufacturing Industry; United States
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Forman, Chris, and Kristina McElheran. "Information Technology and Boundary of the Firm: Evidence from Plant-Level Data." Harvard Business School Working Paper, No. 12-092, April 2012.
  • June 1997
  • Teaching Note

Innovation in Action: Product Development Projects and Action-Based Learning, Instructor's Note

By: Marco Iansiti
As a project-based course, Managing Product Development has been carefully designed so that classroom discussion and students' project team activities infuse each other: learning from course materials enhances project activities, which in turn enrich subsequent... View Details
Keywords: Management Practices and Processes; Management Style; Product Development; Projects; Groups and Teams
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Iansiti, Marco. "Innovation in Action: Product Development Projects and Action-Based Learning, Instructor's Note." Harvard Business School Teaching Note 697-107, June 1997.
  • 2010
  • Working Paper

Trade Policy and Firm Boundaries

By: Laura Alfaro, Paola Conconi, Harald Fadinger and Andrew F. Newman
We study how trade policy affects firms' ownership structures. We embed an incomplete contracts model of vertical integration choices into a standard perfectly-competitive international trade framework. Integration decisions are driven by a trade-off between the... View Details
Keywords: Trade; Policy; Vertical Integration; Business and Government Relations; Boundaries; Ownership; Mathematical Methods
Citation
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Alfaro, Laura, Paola Conconi, Harald Fadinger, and Andrew F. Newman. "Trade Policy and Firm Boundaries." NBER Working Paper Series, No. 16118, June 2010.
  • Other Article

Sustainable Strategies and Net-Zero Goals

By: Mark L. Frigo, Robert S. Kaplan and Karthik Ramanna
In a recent Harvard Business Review article, Kaplan and Ramanna describe a rigorous approach, the E-liability method, for companies’ ESG reporting, especially as it pertains to GHG emissions measurements. They argue that the current standards for measuring... View Details
Keywords: Measurement; Sustainability; Net-zero Emissions; Environmental Sustainability; Integrated Corporate Reporting; Measurement and Metrics; Strategy
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Frigo, Mark L., Robert S. Kaplan, and Karthik Ramanna. "Sustainable Strategies and Net-Zero Goals." Special Issue on Sustainability. Strategic Finance 103, no. 10 (April 2022): 42–49.
  • July 2014 (Revised December 2016)
  • Case

EcoMotors International

By: John D. Macomber and Hermes Alvarez
Eco-Motors, funded in part by Khosla Ventures, has to decide how to go to market with a new technology for internal combustion engines for automotive and industrial use. The OPOC engine has opposed pistons and is a two-stroke engine, as compared to a more traditional... View Details
Keywords: Technological Innovation; Business Model; Customer Value and Value Chain; Engineering; Manufacturing Industry; Green Technology Industry; Auto Industry
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Macomber, John D., and Hermes Alvarez. "EcoMotors International." Harvard Business School Case 215-012, July 2014. (Revised December 2016.)
  • 2013
  • Working Paper

U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence

By: William R. Kerr
High-skilled immigrants are a very important component of U.S. innovation and entrepreneurship. Immigrants account for roughly a quarter of U.S. workers in these fields, and they have a similar contribution in terms of output measures like patents or firm starts. This... View Details
Keywords: Innovation; Diaspora; Diasporas; Entrepreneurship; Innovation and Invention; Immigration
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Kerr, William R. "U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence." Harvard Business School Working Paper, No. 14-017, August 2013.
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