Publications

January 2021
Exercise

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn

The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details

2020
Working Paper

A General Theory of Identification

By: Iavor Bojinov and Guillaume Basse

What does it mean to say that a quantity is identifiable from the data? Statisticians seem to agree on a definition in the context of parametric statistical models — roughly, a parameter θ in a model P = {Pθ : θ ∈ Θ} is identifiable if the mapping θ 7→ Pθ is injective.... View Details

Keywords: Identification; Econometric Models; Analytics and Data Science; Theory

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February 2013
Case

Recorded Future: Analyzing Internet Ideas About What Comes Next

Recorded Future is a "big data" startup company that uses Internet data to make predictions about events, people, and entities. The company primarily serves government intelligence agencies, but has some private sector clients and is considering taking on more. The... View Details

Keywords: Big Data; Analytics; Internet; Analytics and Data Science; Internet and the Web; Entrepreneurship; Forecasting and Prediction; Business Startups; Information Technology Industry

November 2019 (Revised June 2020)
Case

Indigo Agriculture: Harnessing Nature

By: Marco Iansiti, Michael W. Toffel and James Barnett

Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details

Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts

04 Apr 2023
Blog Post

African American Student Union Spotlight on Tech

where I had confirmed my love for marketing but felt held back by my lack of business background. I studied Political Science as an undergrad, and my daily responsibilities... View Details

June 2018 (Revised January 2019)
Background Note

Visualizing Data & Effective Communication

By: Srikant M. Datar and Caitlin N. Bowler

This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3... View Details

Keywords: Data Visualization; Graphical Guidelines; Charts; Analytics and Data Science; Communication

February 2021 (Revised May 2021)
Case

SafeGraph: Selling Data as a Service

By: Ramana Nanda, Abhishek Nagaraj and Allison Ciechanover

Set in January 2021, the CEO of SafeGraph, a four-year-old startup that sold Data as a Service, looked to the future. His aim was to become the most trusted source for data about a physical place. The company provided points of interest (POI) and foot traffic data on... View Details

Keywords: Data As A Service; Monetization; Pricing; Business Startups; Analytics and Data Science; Consumer Behavior; Analysis; Business Model; Health Pandemics; Information Industry; United States

28 Jan 2002
Research & Ideas

Read All About It! Newspapers Lose Web War

technology on the newspaper business with HBS Working Knowledge editor Sean Silverthorne in this e-mail interview. An article based on Gilbert's doctoral research in this area received the Robert Litschert Best Doctoral Student Paper... View Details

Keywords: by Sean Silverthorne; Entertainment & Recreation; Information; Publishing

March 27, 2017
Article

How the Water Industry Learned to Embrace Data

By: Frank V. Cespedes and Amir Peleg

Most current talk about “big data” seems to assume the disintermediation or replacement of physical assets by digital technologies. But a bigger and more impactful trend is the use of online tools to improve physical asset utilization in many traditional off-line... View Details

Keywords: Information Technology; Analytics and Data Science; Organizational Change and Adaptation; Utilities Industry

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29 Apr 2019
Research & Ideas

Is the Digital Age Making Us Petty?

Zhang, assistant professor at Harvard Business School; and Michael I. Norton, HBS research director and Harold M. Brierley Professor of Business Administration, conducted a series of seven View Details

Keywords: by Kristen Senz

22 Nov 2024
News

New Faculty Profiles: John Mulliken

20 Apr 2020
Book

Why COVID-19 Raises the Stakes for Healthy Buildings

filtration,” Macomber says. “That just doesn't make any sense. It's a cheap way to help people be healthier.” Together with co-author Joseph G. Allen, a professor at Harvard’s T.H. Chan School of Public Health, Macomber explores “nine foundations for a healthy... View Details

Keywords: by Kristen Senz; Real Estate; Health

17 Sep 2024
HBS Case

The Climate Targets Leaders Need to Know as Regulations Loom

As investor pressure mounts on companies to show their environmental impacts, leaders are encountering an unwieldy tangle of terms and approaches. Climate accounting basics and a dictionary of sorts can help demystify the calculations and voluntary targets that... View Details

Keywords: by Rachel Layne

19 Nov 2015
News

A Hard Sell: Bringing Cultured Beef to Market

March 2015 (Revised June 2015)
Case

Medalogix

By: Richard G. Hamermesh and Matthew G. Preble

This case examines an exciting new approach to health care that will help care providers identify when hospice services are the appropriate type of care for patients. The company, Medalogix, already has a product on the market that uses a proprietary algorithm to... View Details

Keywords: Health Care; Health Care Entrepreneurship; Health Care Services; Implementing Strategy; Dissemination; Innovation; Market Selection; Health; Health Care and Treatment; Analytics and Data Science; Marketing Strategy; Innovation and Management; Innovation Strategy; Health Industry; United States

2022
Article

Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju

A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This... View Details

Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science

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June 2020
Case

Breakthroughs at Blueprint Medicines

By: Richard G. Hamermesh, Kathy Giusti and Susie L. Ma

Precision medicine company Blueprint Medicines was building a successful track record for bringing drug therapies to market 40% faster than average. The company had spent $40 million dollars and two years building a compound library that became its drug development... View Details

Keywords: Precision Medicine; Cancer; Biotechnology; Drug Development; Strategy; Expansion; Science; Genetics; Information Technology; Entrepreneurship; Organizational Culture; Management; Growth and Development; Pharmaceutical Industry; United States; Cambridge; Massachusetts

October 1993 (Revised September 1994)
Background Note

Accounting for Productivity Growth

By: Forest L. Reinhardt

Introduces students to the arithmetic of the accounting for national productivity growth. It defines labor productivity, capital productivity, and total factor productivity, describes the relationships among them, and discusses the phenomena that cause them to change... View Details

Keywords: Performance Productivity; Macroeconomics; Analytics and Data Science; Government and Politics; Mathematical Methods; United States; Singapore