Publications

04 Sep 2019
News

Advancing Diagnostics that Can Save Lives

data and machine learning to improve health care. Kelley, who recently received a Blavatnik Fellowship in Life Science Entrepreneurship at HBS, aims to bring fast and accurate diagnoses to cancer patients... View Details

Keywords: Susan Young

10 Sep 2020
Blog Post

Founding a Company at the Intersection of Medicine and Technology

possible with this new branch of computer science, particularly the power of convolutional neural networks. It was through this curriculum that I fell in love with data science and learned about the... View Details

01 Mar 2005
News

Desert Dust-Up

Simmons Photo Courtesy Simmons & Co. INTL. Oil and water don’t mix. That truism about elements at odds could also serve as an analogy for Matthew Simmons (MBA ’67), who’s sometimes known as a petroleum-industry contrarian. But it’s the hard View Details

Keywords: Petroleum and Coal Products Manufacturing; Manufacturing

Web

News Coverage - Institute For Strategy And Competitiveness

Involved Videos Books News Coverage VBHCD in the News Finding Value in the Cost of BPH Care MEDPAGE TODAY Charles Bankhead (March 2015) Fast-Track Process Cuts Time in PACU and Saves Money ANESTHESIOLOGY NEWS Shannon Firth (September 2014) The View Details

June 2022
Article

The Use and Misuse of Patent Data: Issues for Finance and Beyond

By: Josh Lerner and Amit Seru

Patents and citations are powerful tools for understanding innovation increasingly used in financial economics (and management research more broadly). Biases may result, however, from the interactions between the truncation of patents and citations and the changing... View Details

Keywords: Patents; Analytics and Data Science; Corporate Finance; Research

31 Oct 2023
Blog Post

Climate Change Pioneers in the Class of 1978

with extensive work in renewable energy and energy efficiency, power plant development, utilities operations and restructuring, and advanced energy technologies. He has also developed expertise in electronic land management and administration systems, as well as View Details

Article

Productivity and Selection of Human Capital with Machine Learning

By: Aaron Chalfin, Oren Danieli, Andrew Hillis, Zubin Jelveh, Michael Luca, Jens Ludwig and Sendhil Mullainathan

Keywords: Analytics and Data Science; Selection and Staffing; Performance Productivity; Mathematical Methods; Policy

06 Dec 2018
News

Source Code

data to find patterns and build an algorithm based on that data. But even with the seeming data dominance, the toddler who’s seen a few dogs has an advantage over the algorithm that has seen millions, says... View Details

Keywords: Dan Morrell; illustrations by Daniel Hertzberg

June 2021
Article

From Predictions to Prescriptions: A Data-driven Response to COVID-19

By: Dimitris Bertsimas, Léonard Boussioux, Ryan Cory-Wright, Arthur Delarue, Vassilis Digalakis Jr, Alexander Jacquillat, Driss Lahlou Kitane, Galit Lukin, Michael Lingzhi Li, Luca Mingardi, Omid Nohadani, Agni Orfanoudaki, Theodore Papalexopoulos, Ivan Paskov, Jean Pauphilet, Omar Skali Lami, Bartolomeo Stellato, Hamza Tazi Bouardi, Kimberly Villalobos Carballo, Holly Wiberg and Cynthia Zeng

The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management on a daily basis. Policy makers have imposed social distancing measures to slow the disease, at... View Details

Keywords: COVID-19; Health Pandemics; AI and Machine Learning; Forecasting and Prediction; Analytics and Data Science

March 2022
Article

Where to Locate COVID-19 Mass Vaccination Facilities?

By: Dimitris Bertsimas, Vassilis Digalakis Jr, Alexander Jacquillat, Michael Lingzhi Li and Alessandro Previero

The outbreak of COVID-19 led to a record-breaking race to develop a vaccine. However, the limited vaccine capacity creates another massive challenge: how to distribute vaccines to mitigate the near-end impact of the pandemic? In the United States in particular, the new... View Details

Keywords: Vaccines; COVID-19; Health Care and Treatment; Health Pandemics; Performance Effectiveness; Analytics and Data Science; Mathematical Methods

June 2021 (Revised November 2024)
Case

MicroStrategy: Accounting for Cryptocurrency

By: Jonas Heese and Annelena Lobb

On February 15, 2021, Alina Moss, an analyst who covered the technology company MicroStrategy, pondered a rise in MicroStrategy’s share price. Moss had dialed into the company earnings call. When it ended, Moss had more questions than answers. MicroStrategy had... View Details

Keywords: Cryptocurrency; Share Price; Electronic Commerce; Intangible Assets; Assets; Accounting; Financial Statements; Financial Management; Financial Reporting; Analytics and Data Science; E-commerce

Educators

Purchase

2025
Article

Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

By: Kosuke Imai and Michael Lingzhi Li

Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details

Keywords: AI and Machine Learning; Mathematical Methods; Analytics and Data Science

February 2018
Supplement

People Analytics at Teach For America (B)

By: Jeffrey T. Polzer and Julia Kelley

This is a supplement to the People Analytics at Teach For America (A) case. In this supplement, Managing Director Michael Metzger must decide how to extend his team’s predictive analytics work using Natural Language Processing (NLP) techniques. View Details

Keywords: Analytics and Data Science; Forecasting and Prediction; Recruitment; Analysis

Fast Answer

Text Mining Resources

Baker Library has licensed the following newspapers for data mining from ProQuest. Currently, the newspapers are available on hard... View Details

August 1983
Background Note

Balance of Payments: Accounting and Presentation

By: David B. Yoffie

Provides an overview of balance of payments accounting and analytical presentation of balance of payments data. Includes sample transactions to illustrate the application of the basic accounting principles and definitions of the standard balances. View Details

Keywords: Accounting; Analytics and Data Science; Management; Standards; Mathematical Methods

Educators

Purchase

March–April 2022
Article

Uncovering the Mitigating Psychological Response to Monitoring Technologies: Police Body Cameras Not Only Constrain but Also Depolarize

By: Shefali V. Patil and Ethan Bernstein

Despite organizational psychologists’ long-standing caution against monitoring (citing its reduction in employee autonomy and thus effectiveness), many organizations continue to use it, often with no detriment to performance and with strong support, not protest, from... View Details

Keywords: Monitoring; Transparency; Polarization; Body Worn Cameras; Quasi Field Experiment; Analytics and Data Science; Employees; Perception; Law Enforcement

08 Oct 2014
Research & Ideas

Who Is the Chief Sustainability Officer?

officials used its science capabilities to develop components for solar panels and are now working on materials for cars that make them safer and more efficient. "Dow is using its science background to... View Details

Keywords: by Dina Gerdeman; Manufacturing

29 Aug 2024
Research & Ideas

Shoot for the Stars: What to Know About the Space Economy

rapidly changing. Harvard Business School Senior Associate Dean Matthew Weinzierl’s new research explores the business opportunities hidden among the stars, particularly in data from and through space, but also in tourism, manufacturing,... View Details

Keywords: by Kara Baskin; Aerospace

1999
Article

Commercial Use of UPC Scanner Data: Industry and Academic Perspectives

By: Randolph E. Bucklin and Sunil Gupta

Keywords: Analytics and Data Science; Information Technology; Perspective; Education; Supply and Industry