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May 2005
Exercise

Forecasting the Adoption of E-books

Gives students an opportunity to understand the challenges inherent in forecasting the diffusions of innovations. Provides data for forecasting the adoption of electronic books. Students are encouraged to use the Bass Model framework, while being cognizant of its... View Details

Keywords: Forecasting and Prediction; Framework; Books; Analytics and Data Science; Product Launch; Internet and the Web; Technology Adoption

2022
Article

Science-based Entrepreneurship in India: A Policy Glass (as yet) Quarter-Full

By: Tarun Khanna

India is celebrated for a resurgence of de novo entrepreneurship in recent decades. Entrants have engaged in creative risk-taking to provide market-based solutions for private or social needs despite not being scions of wealthy industrial or business families. In this... View Details

Keywords: Entrepreneurship; Innovation and Invention; Science; Policy; Investment

October 2001 (Revised June 2002)
Case

Centagenetix (A): Building a Business Model for Genetic Longevity

Describes a start-up company seeking to exploit population genetic data from long-lived, healthy people. The company must address legal, financial, ethical, and personal issues among its team to launch the company. View Details

Keywords: Ethics; Genetics; Business Startups; Biotechnology Industry

Third Quarter 2018
Article

Why and How Investors Use ESG Information: Evidence from a Global Survey

By: Amir Amel-Zadeh and George Serafeim

Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy

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October 2021 (Revised June 2022)
Case

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli

PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details

November 1997 (Revised January 2003)
Case

Martin Smith: January 2002

By: Josh Lerner

An MBA student must choose between offers from three private equity organizations. Each organization has distinct strengths and weaknesses, and different implications for the student's career development. The case presents compensation and employment data about the... View Details

Keywords: Private Equity; Compensation and Benefits; Analytics and Data Science; Job Offer; Personal Development and Career

January 2025
Supplement

Negotiating with Data: Analytics FC (B)

By: Jillian Jordan and Livia Alfonsi

Analytics FC was a UK-based sports consultancy that focused on international football (soccer), leveraging cutting-edge data-analytic techniques to support clubs, federations, and players. In 2022, Alex Greenwood, an elite female defender, approached the company for... View Details

Keywords: Negotiation Preparation; Gender; Analytics and Data Science; Reputation; Value Creation; Consulting Industry; Sports Industry; Europe; United Kingdom

April 2008
Article

The Survey of Industrial R&D—Patent Database Link Project

By: William R. Kerr and Shihe Fu

This paper details the construction of a firm-year panel dataset combining the NBER Patent Dataset with the Survey of Industrial R&D conducted by the Census Bureau and National Science Foundation. The dataset constitutes a platform that offers an unprecedented view of... View Details

Keywords: Analytics and Data Science; Patents; Surveys; Research and Development; Innovation and Invention; Performance Productivity; Projects; Management Practices and Processes; Management Analysis, Tools, and Techniques

November–December 2015
Article

Active Postmarketing Drug Surveillance for Multiple Adverse Events

By: Joel Goh, Margrét V. Bjarnadóttir, Mohsen Bayati and Stefanos A. Zenios

Postmarketing drug surveillance is the process of monitoring the adverse events of pharmaceutical or medical devices after they are approved by the appropriate regulatory authorities. Historically, such surveillance was based on voluntary reports by medical... View Details

Keywords: Drug Surveillance; Health Care; Stochastic Models; Queueing; Diffusion Approximation; Brownian Motion; Health Care and Treatment; Analytics and Data Science; Analysis

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13 Mar 2017
Working Paper Summaries

Why and How Investors Use ESG Information: Evidence from a Global Survey

Keywords: by Amir Amel-Zadeh and George Serafeim

26 Mar 2012
Research & Ideas

What Neuroscience Tells Us About Consumer Desire

for behavior, and draws on concepts and techniques from neuroscience to inform her research in marketing. For corporations, on the other hand, the science is a means to an end goal of selling more stuff. But the tools, once restricted to... View Details

Keywords: by Carmen Nobel; Consumer Products

2023
Other Article

The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications

By: Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers and Stuart Shieber

Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications. Though the impact and novelty of innovations expressed in patent data are difficult... View Details

Keywords: USPTO; Natural Language Processing; Classification; Summarization; Patent Novelty; Patent Trolls; Patent Enforceability; Patents; Innovation and Invention; Intellectual Property; AI and Machine Learning; Analytics and Data Science

23 May 2011
Op-Ed

Leading and Lagging Countries in Contributing to a Sustainable Society

which corporate and investor behavior is changing. We did so by analyzing data from more than 2,000 companies in 23 countries, and then ranked those countries based on the degree of integration of corporate environmental and social... View Details

Keywords: by Robert G. Eccles & George Serafeim

February 2001
Case

PlanetFeedback: The Voice of One ... The Power of Many (A)

By: James L. Heskett

The management of PlanetFeedback in proposes a merger with Intelliseek. Their goal is to create a comprehensive C2B and B2B business focused on the generation and analysis for business clients of consumer feedback data via the Internet, Planet Feedback's board of... View Details

Keywords: Mergers and Acquisitions; Decisions; Information Management; Analytics and Data Science; Business Strategy; Internet and the Web; Information Technology Industry

October–December 2023
Article

A Practical Guide to Conversation Research: How to Study What People Say to Each Other

By: Michael Yeomans, Katelynn Boland, Hanne K. Collins, Nicole Abi-Esber and Alison Wood Brooks

Conversation—a verbal interaction between two or more people—is a complex, pervasive, and consequential human behavior. Conversations have been studied across many academic disciplines. However, advances in recording and analysis techniques over the last decade have... View Details

Keywords: Interpersonal Communication; Analytics and Data Science; Research

June 2011 (Revised February 2024)
Background Note

Carbon Footprints: Methods and Calculations

By: Michael W. Toffel, Stephanie van Sice and Kelsey Carter

Describes methods to calculate the carbon footprint (greenhouse gas emissions) of an organization's operations and supply chain, and a product or service. Illustrates concepts with examples of calculating the carbon footprint of organizations and products. Provides... View Details

Keywords: Measurement; Climate Change; Climate Impact; Carbon Accounting; Carbon Footprint; Carbon Emissions; Sustainability; Environmental Management; Operations; Supply Chain; Pollutants; Measurement and Metrics; Environmental Sustainability

August 2018
Article

Growth Through Heterogeneous Innovations

By: Ufuk Akcigit and William R. Kerr

We build a tractable growth model where multi-product incumbents invest in internal innovations to improve their existing products, while new entrants and incumbents invest in external innovations to acquire new product lines. External and internal innovations generate... View Details

Keywords: Endogenous Growth; Innovation; Citations; Scientists; Entrepreneurs; External; Internal; Patents; Innovation Strategy; Entrepreneurship; Economic Growth; Research and Development; Science

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07 Dec 1999
Research & Ideas

Henry Heinz and Brand Creation in the Late Nineteenth Century

science of nutrition began to develop in the 1890s; the presence of vitamins in food and the relationship between diet and disease are twentieth-century discoveries. But as he and his partner expanded their business in the early 1870s,... View Details

Keywords: by Nancy F. Koehn

2012
Article

Do Voters Demand Responsive Governments? Evidence from Indian Disaster Relief

By: Shawn Cole, Andrew Healy and Eric Werker

Using rainfall, public relief, and election data from India, we examine how governments respond to adverse shocks and how voters react to these responses. The data show that voters punish the incumbent party for weather events beyond its control. However, fewer voters... View Details

Keywords: Political Elections; System Shocks; Natural Disasters; Policy; Motivation and Incentives; Public Opinion; India

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12 Mar 2024
Research & Ideas

Publish or Perish: What the Research Says About Productivity in Academia

candidate; Rachel Mural, a doctoral candidate at the Harvard Kennedy School; Jerry Thursby and Marie Thursby, visiting scholars at the Digital Data Design Institute at Harvard’s Laboratory for Innovation Science; HBS View Details

Keywords: by Ben Rand; Education

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