Publications

SSRN

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Karim R. Lakhani is the Dorothy & Michael Hintze Professor of Business Administration at the Harvard Business School. He specializes in technology management, innovation, digital transformation and artificial... View Details

Keywords: biotechnology; communications; computer; health care; high technology; information technology industry; internet; pharmaceuticals; software; video games

October 2023 (Revised March 2024)
Case

KOKO Networks: Bridging Energy Transition and Affordability with Carbon Financing

By: George Serafeim, Siko Sikochi and Namrata Arora

The problem was massive: two million hectares of African forests were lost annually to charcoal production for cooking, an area equivalent to 13 times Greater London, resulting in one billion tons of carbon emissions yearly. At the same time, an estimated 700,000... View Details

Keywords: Clean Tech; Digital; Carbon Credits; Carbon Offsetting; Climate Change; Entrepreneurship; Energy Sources; Environmental Sustainability; Health; Market Design; Business Startups; Transition; Environmental Regulation; Policy; Energy Industry; Consumer Products Industry; Africa; Kenya; Rwanda

Program

Driving Corporate Performance

are using powerful performance measurement and management control systems to confront some of today's biggest challenges and opportunities, such as improving employee motivation, using AI and data analytics effectively, and reporting on... View Details

Research Summary

The Connection Between Volatility and Leverage

By: Emil N. Siriwardane

Professor Siriwardane has co-developed a new econometric model that captures the link between equity volatility and financial leverage, driven by the desire to incorporate the record levels of both leverage and volatility that characterized the 2008 financial crisis... View Details

August 2023 (Revised January 2024)
Supplement

Arla Foods: Data-Driven Decarbonization (B)

By: Michael Parzen, Michael W. Toffel, Susan Pinckney and Amram Migdal

The case describes Arla’s history, in particular its climate change mitigation efforts, and how it implemented a price incentive system to motivate individual farms to implement scope 1 greenhouse gas emissions mitigation measures and receive a higher milk price. The... View Details

March 2021
Case

Dasra: From Strategic Philanthropy to Field Building

By: V. Kasturi Rangan and Tanya Bijlani

Dasra, a pioneer in the Indian Strategic Philanthropy space founded by a husband and wife team, had grown and evolved with the fast changing philanthropy scene in India. By 2017 it had managed to raise nearly $100 million of new capital for NGOs and Nonprofits in... View Details

Keywords: Philanthropy; Impact Investing; Corporate Social Responsibility; Social Sector; Philanthropy and Charitable Giving; Corporate Social Responsibility and Impact; Social Entrepreneurship; Strategy; India

April 2019 (Revised June 2019)
Case

Ariadne Labs: Building Impactful Partnerships

By: Ariel D. Stern and Sarah Mehta

In September 2018, the executive team at Ariadne Labs (Ariadne), a Boston-based organization dedicated to improving health systems through the discovery and implementation of simple tools, faced a number of strategic decisions. Chief among them, the seven-year-old... View Details

Keywords: Health; Health Care and Treatment; Innovation and Invention; Social Enterprise; Nonprofit Organizations; Partners and Partnerships; Health Industry; Boston

March 1995
Case

Procter & Gamble: Improving Consumer Value Through Process Redesign

The evolution of Procter & Gamble's development of efficient consumer response (ECR) involved a series of trials, a resolve to distribute diapers on the basis of product movement, a conscious effort to move to a new means of distribution across all lines, a first cut... View Details

Keywords: Technology; Organizational Change and Adaptation; Customer Value and Value Chain; Consumer Products Industry

January 1999
Case

Bell Atlantic and the Union City Schools (C1): Project Explore

By: Rosabeth M. Kanter and Ellen Pruyne

The third in a five-part series about Bell Atlantic Corp.'s technology-in-education partnership with the Union City, New Jersey school system. Describes Bell Atlantic's efforts to identify an appropriate site for testing emerging telecommunications technology and its... View Details

Keywords: Partners and Partnerships; Education; Business and Community Relations; Wireless Technology; Education Industry; Telecommunications Industry; New Jersey

09 Feb 2009
News

Clayton Christensen Writes a Prescription for Health Care Reform

04 Sep 2021
News

Companies Need More Workers. Why Do They Reject Millions of Résumés?

July 2008
Article

Crime and Punishment in the 'American Dream'

By: Rafael Di Tella and Juan Dubra

We observe that countries where belief in the "American dream" (i.e., effort pays) prevails also set harsher punishment for criminals. We know that beliefs are also correlated with several features of the economic system (taxation, social insurance, etc). Our objective... View Details

Keywords: Crime and Corruption; Economic Systems; Values and Beliefs; Law Enforcement; Mathematical Methods; Personal Characteristics; United States

Find at Harvard

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January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

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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October 1991 (Revised September 1998)
Case

Maxwell Appliance Controls

By: Robert S. Kaplan

A profitable manufacturing division of a large company is looking for new ways to identify sources of productivity improvements. Led by its senior finance officer, an activity-based cost system is developed to identify activities performed for its highly varied product... View Details

Keywords: Activity Based Costing and Management; Management Teams; Quality; Performance Improvement; Organizational Culture; Problems and Challenges; Production; Manufacturing Industry