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  • August 2024
  • Background Note

Mitigating Climate Change with Machine Learning

By: Michael W. Toffel, Kelsey Carter, Amy Chambers, Avery Park and Susan Pinckney
This note highlights how machine learning is being used to decarbonize (reduce GHG emissions) several key sectors including electricity, transportation, building, industrial processes, and agriculture -- and how machine learning is being used to accelerate efforts to... View Details
Keywords: Climate; Artificial Intelligence; Adaptation; Climate Change; AI and Machine Learning; Innovation and Invention
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Toffel, Michael W., Kelsey Carter, Amy Chambers, Avery Park, and Susan Pinckney. "Mitigating Climate Change with Machine Learning." Harvard Business School Background Note 625-014, August 2024.
  • March 2012 (Revised September 2012)
  • Case

INRIX

By: Lynda M. Applegate and Ryan Johnson
Since its founding in 2004, INRIX, a leading global provider of traffic information and driver services, had received four rounds of financing from leading venture capital (VC) firms and by 2012 had been cash flow positive for the past six quarters. Its founder, Bryan... View Details
Keywords: Entrepreneurship; Leadership; Business Growth and Maturation; Business Exit or Shutdown; Business Startups; Organizational Structure; Mobile and Wireless Technology; Competitive Strategy; Information Technology Industry; Information Technology Industry; Washington (state, US)
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Applegate, Lynda M., and Ryan Johnson. "INRIX." Harvard Business School Case 812-112, March 2012. (Revised September 2012.)
  • April 2017
  • Article

The Effectiveness of U.S. Energy Efficiency Building Labels

By: Omar Isaac Asensio and Magali A Delmas
Information programs are promising strategies to encourage investments in energy efficiency in commercial buildings. However, the realized effectiveness of these programs has not yet been estimated on a large scale. Here we take advantage of a large sample of monthly... View Details
Keywords: Energy Conservation; Green Building; Energy Policy
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Asensio, Omar Isaac, and Magali A Delmas. "The Effectiveness of U.S. Energy Efficiency Building Labels." Art. 17033. Nature Energy 2, no. 4 (April 2017).
  • May 2007 (Revised July 2011)
  • Background Note

Retail Shopping in 2007: The Net Versus the Mall

By: Stephen P. Bradley, Nancy Bartlett and James Weber
Provides an overview of the retail sector within the United States as online shopping captures an increased percentage of consumer spending. The role of enabling technologies and applications, including comparison shopping sites and recommendation systems, are covered.... View Details
Keywords: Spending; Marketing Channels; Demand and Consumers; Information Technology; Internet and the Web; Retail Industry; United States
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Bradley, Stephen P., Nancy Bartlett, and James Weber. "Retail Shopping in 2007: The Net Versus the Mall." Harvard Business School Background Note 707-566, May 2007. (Revised July 2011.)
  • 10 Dec 2012
  • Working Paper Summaries

Vulnerable Banks

Keywords: by Robin Greenwood, Augustin Landier & David Thesmar; Banking; Financial Services
  • 16 Jul 2009
  • Working Paper Summaries

Principles that Matter: Sustaining Software Innovation from the Client to the Web

Keywords: by Marco Iansiti; Video Game; Web Services
  • Research Summary

Savings among microentrepreneurs

Poverty is often characterized not only by low average income, but also by highly variable income and expenditures, and by a lack of access to insurance services that can help smooth consumption. While commitment devices such as defaults and direct deposits from... View Details

  • 2018
  • Working Paper

Oral History and Writing the Business History of Emerging Markets

By: Geoffrey Jones and Rachael Comunale
This working paper highlights the benefits that rigorous use of oral history can offer to research on the contemporary business history of emerging markets. Oral history can help fill some of the major information voids arising from the absence of a strong tradition of... View Details
Keywords: Oral History; Business History; Research; Emerging Markets
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Jones, Geoffrey, and Rachael Comunale. "Oral History and Writing the Business History of Emerging Markets." Harvard Business School Working Paper, No. 19-056, November 2018.
  • Research Summary

Privatization, Regulatory Reform and Management Strategy

Alexander Dyck's research illustrates why privatization and deregulation often improve performance and factors that separate success from failure. A simplistic model of privatization and regulatory reform assumed that the shift from government to private sector... View Details
  • February 2012
  • Article

A 'Core Periphery' Framework to Navigate Emerging Market Governments—Qualitative Evidence from a Biotechnology Multinational

By: Prithwiraj Choudhury, James Geraghty and Tarun Khanna
We build on the emerging literature of influence-based models to study how multinational firms can navigate host governments. Our "core-periphery" framework posits that the actions that an MNC takes with actors in what we call the "periphery"—comprised of state,... View Details
Keywords: Emerging Markets; Multinational Firms and Management; Business and Government Relations; Power and Influence; Framework; Biotechnology Industry; Massachusetts; Brazil; China; Costa Rica; France; India
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Choudhury, Prithwiraj, James Geraghty, and Tarun Khanna. "A 'Core Periphery' Framework to Navigate Emerging Market Governments—Qualitative Evidence from a Biotechnology Multinational." Global Strategy Journal 2, no. 1 (February 2012): 71–87.
  • 2008
  • Article

Industrial Specialization and Regional Clusters in the Ten New EU Member States

By: Orjan Solvell, Christian H.M. Ketels and Goran Lindqvist
Purpose—The purpose of this paper is to provide an analysis of regional concentration patterns within ten new European Union (EU) member states, EU10, and make comparisons with EU15 and the US economy.
Design/methodology/approach—Industrial... View Details
Keywords: Geographic Location; Policy; Employment; Industry Clusters; Industry Structures; European Union; United States
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Solvell, Orjan, Christian H.M. Ketels, and Goran Lindqvist. "Industrial Specialization and Regional Clusters in the Ten New EU Member States." Special Issue on Macro and Micro Level Competitiveness Competitiveness Review 18, nos. 1/2 (2008): 104 – 130.
  • December 2023 (Revised August 2024)
  • Case

Monsters in the Machine? Tackling the Challenge of Responsible AI

By: Paul M. Healy and Debora L. Spar
In November of 2022, the small tech company OpenAI released ChatGPT, an artificial intelligence chatbot which quickly captured the public’s imagination—becoming the world’s fastest-growing consumer application within months of its release. Though observers from across... View Details
Keywords: Technological Innovation; AI and Machine Learning; Ethics; Governing Rules, Regulations, and Reforms; Technology Adoption; Corporate Social Responsibility and Impact; Technology Industry; United States; European Union; China
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Healy, Paul M., and Debora L. Spar. "Monsters in the Machine? Tackling the Challenge of Responsible AI." Harvard Business School Case 324-062, December 2023. (Revised August 2024.)
  • January 2024 (Revised January 2025)
  • Case

Huawei: Resilience amid Autarky and Adversity

By: William C. Kirby and Daniel Fu
In September 2023, Huawei made a dramatic return to the global smartphone space with the launch of its Mate 60 Pro smartphone, equipped with an indigenously designed, 7nm chip. This came despite a myriad of export controls and restrictions imposed against the company... View Details
Keywords: International Strategy; Semiconductors; Smartphone; Government And Politics; Government And Business; Digital Infrastructure; 5G; Political Risk; Business and Government Relations; Global Strategy; Multinational Firms and Management; Governing Rules, Regulations, and Reforms; AI and Machine Learning; Mobile and Wireless Technology; Leadership; Retirement; Corporate Strategy; Technology Industry; China; United States; Europe; Asia; Middle East
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Kirby, William C., and Daniel Fu. "Huawei: Resilience amid Autarky and Adversity." Harvard Business School Case 324-069, January 2024. (Revised January 2025.)
  • September 2001
  • Case

Charitableway

By: James E. Austin and Elizabeth Kind
In early 2001, Charitableway, an ePhilanthropy application service provider that enabled the collection of charitable donations online; faced major strategic decisions relating to its alliance with United Way of America to foster workplace giving online. One of the... View Details
Keywords: Internet and the Web; Philanthropy and Charitable Giving
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Austin, James E., and Elizabeth Kind. "Charitableway." Harvard Business School Case 302-003, September 2001.
  • February 22, 2023
  • Article

How to Seed Organic Marketing in a Video-First World

By: Ayelet Israeli, Leonard A. Schlesinger and Matt Higgins
Early direct-to-consumer (DTC) companies relied on plentiful capital and low-cost digital marketing to power growth. But as this sector has matured, capital is more constrained, social media is more cluttered, and customer acquisition costs are rising. DTC companies... View Details
Keywords: Online Business; Ecommerce; E-commerce; E-Commerce Strategy; Omnichannel Retail; Omnichannel Retailing; Influencer Marketing; Consumer; Organic Growth; Video Advertising; Promotion; Celebrities; Online Advertising; Online Channel; Online Communities; Online Community; Go To Market Strategy; Platform; Media; Media Content; Digital; Digital Culture; Digital Influencers; Direct To Consumer Marketing; Direct-to-consumer; Innovation & Entrepreneurship; Innovation; Sales; Digital Platforms; Digital Marketing; Digital Strategy; Consumer Behavior; Internet and the Web; Advertising; Business Model; Growth Management; Marketing; Marketing Strategy; Marketing Channels; Marketing Communications; Communication Strategy; Innovation Strategy; Retail Industry; Consumer Products Industry; Fashion Industry; Advertising Industry; Apparel and Accessories Industry; Beauty and Cosmetics Industry; Food and Beverage Industry; Media and Broadcasting Industry; United States; North America
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Israeli, Ayelet, Leonard A. Schlesinger, and Matt Higgins. "How to Seed Organic Marketing in a Video-First World." Harvard Business Review (website) (February 22, 2023).
  • Research Summary

Overview

My research is at the intersection of organizational strategy, global sustainability governance, and social change. It explores the diffusion of sustainability standards to non-traditional sectors (e.g. jewelry, cannabis, plastics, pets) and the relationship between... View Details
Keywords: Sustainability Standards; Extractive Industries; Luxury; Gold; Institutional Change; Institutional Entrepreneurship; Hybrid Organizations; Governance; Policy; Consumer Behavior; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Pollution and Pollutants; Environmental Sustainability; Social Enterprise; Non-Governmental Organizations; Poverty; Diversification; Agriculture and Agribusiness Industry; Tourism Industry; Africa; Latin America; Europe
  • January 2021
  • Article

Turbulence, Firm Decentralization and Growth in Bad Times

By: Philippe Aghion, Nicholas Bloom, Brian Lucking, Raffaella Sadun and John Van Reenen
What is the optimal form of firm organization during “bad times”? We present a model of delegation within the firm to show that the effect is ambiguous. The greater turbulence following macro shocks may benefit decentralized firms because the value of local information... View Details
Keywords: Decentralization; Growth; Turbulence; Great Recession; Organizational Design; System Shocks; Economic Growth; Performance
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Aghion, Philippe, Nicholas Bloom, Brian Lucking, Raffaella Sadun, and John Van Reenen. "Turbulence, Firm Decentralization and Growth in Bad Times." American Economic Journal: Applied Economics 13, no. 1 (January 2021): 133–169.
  • October 2010
  • Article

The Emerging Capital Market for Nonprofits

By: Robert S. Kaplan and Allen S. Grossman
Many of our largest and most successful companies today did not exist 50 years ago. During this same time interval, companies that ranked among top in the 1960s have disappeared, been merged out of existence, or become much smaller presences in the U.S. industrial... View Details
Keywords: Capital Markets; Investment Funds; Philanthropy and Charitable Giving; Corporate Accountability; Management Practices and Processes; Infrastructure; Corporate Social Responsibility and Impact; Performance Effectiveness; Nonprofit Organizations
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Kaplan, Robert S., and Allen S. Grossman. "The Emerging Capital Market for Nonprofits." Harvard Business Review 88, no. 10 (October 2010).
  • 2020
  • Book

The Power of Experiments: Decision-Making in a Data-Driven World

By: Michael Luca and Max H. Bazerman
Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of changes to an... View Details
Keywords: Experiments; Randomized Controlled Trials; Organizations; Decision Making; Analytics and Data Science; Management Analysis, Tools, and Techniques
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Luca, Michael, and Max H. Bazerman. The Power of Experiments: Decision-Making in a Data-Driven World. Cambridge, MA: MIT Press, 2020.
  • 23 Nov 2010
  • First Look

First Look: November 23

comparative historical analysis of consumer lending in the United States and France, I argue that national differences in the regulation of consumer credit had their roots in the historical conditions by which the small loan sector came... View Details
Keywords: Sean Silverthorne
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