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Show Results For
-
All HBS Web
(5,676)
- People (4)
- News (1,145)
- Research (3,237)
- Events (79)
- Multimedia (163)
- Faculty Publications (2,649)
- Teaching Interest
Overview
Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research...
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Keywords:
A/B Testing;
AI;
AI Algorithms;
AI Creativity;
Algorithm;
Algorithm Bias;
Algorithmic Bias;
Algorithmic Fairness;
Algorithms;
Analytics;
Application Program Interface;
Artificial Intelligence;
Causality;
Causal Inference;
Computing;
Computers;
Data Analysis;
Data Analytics;
Data Architecture;
Data As A Service;
Data Centers;
Data Governance;
Data Labeling;
Data Management;
Data Manipulation;
Data Mining;
Data Ownership;
Data Privacy;
Data Protection;
Data Science;
Data Science And Analytics Management;
Data Scientists;
Data Security;
Data Sharing;
Data Strategy;
Data Visualization;
Database;
Data-driven Decision-making;
Data-driven Management;
Data-driven Operations;
Datathon;
Economics Of AI;
Economics Of Innovation;
Economics Of Information System;
Economics Of Science;
Forecast;
Forecast Accuracy;
Forecasting;
Forecasting And Prediction;
Information Technology;
Machine Learning;
Machine Learning Models;
Prediction;
Prediction Error;
Predictive Analytics;
Predictive Models;
Analysis;
AI and Machine Learning;
Analytics and Data Science;
Applications and Software;
Digital Transformation;
Information Management;
Digital Strategy;
Technology Adoption
- March 2018 (Revised May 2018)
- Case
Celgene
By: Malcolm Baker and Emily McComb
In February 2011, Adam Koppel, a managing director at Brookside Capital, the public equity arm of Bain Capital, must decide whether to increase or exit the firm’s position in Celgene Corporation. News has emerged that raises potential safety concerns associated with...
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Keywords:
Life Sciences;
Biotechnology;
Public Market Investing;
Celgene;
Revlimid;
Hedge Fund;
Growth Stocks;
Valuation;
Investment;
Decision Choices and Conditions;
Analysis;
Biotechnology Industry
Baker, Malcolm, and Emily McComb. "Celgene." Harvard Business School Case 218-094, March 2018. (Revised May 2018.)
- April 5, 2023
- Article
We Need an Operation Warp Speed for Long COVID
By: Esther K. Choo and Scott Duke Kominers
With millions of people affected and at least $1 trillion of economic value at stake, long COVID is our next national health emergency.
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Keywords:
COVID;
COVID-19;
COVID-19 Pandemic;
Scientific Research;
Policy;
Health Policy;
Innovation;
Science;
Public Finance;
Public Health;
Health Disorders;
Health Care and Treatment;
Human Capital
Choo, Esther K., and Scott Duke Kominers. "We Need an Operation Warp Speed for Long COVID." Scientific American (website) (April 5, 2023).
- December 2005 (Revised October 2013)
- Case
Fred Khosravi and AccessClosure (A)
By: Richard Hamermesh and Liz Kind
Fred Khosravi is a serial medical device entrepreneur. In his latest venture, he must decide whether to sell now or continue to develop his current product and whether to market it, sell the company, or IPO.
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Keywords:
Negotiation;
Medical Devices;
Venture Capital;
Life Sciences;
Health Care Industry;
Healthcare Technology;
Healthcare Ventures;
Business Startups;
Decision Choices and Conditions;
Entrepreneurship;
Growth and Development Strategy;
Medical Devices and Supplies Industry;
United States
Hamermesh, Richard, and Liz Kind. "Fred Khosravi and AccessClosure (A)." Harvard Business School Case 806-044, December 2005. (Revised October 2013.)
- January 2017
- Case
Danaher Corporation, 2007–2017
By: John R. Wells and Gabriel Ellsworth
On July 2, 2016, Danaher Corporation completed the spinoff of Fortive Corporation. The previous day, Danaher’s stock price had reached an all-time high. In 2015, Danaher had decided to split off its test and measurement, fuel and fleet management, and automation...
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Keywords:
Danaher;
Fortive;
Larry Culp;
Beckman Coulter;
Pall;
Life Sciences;
Diagnostics;
Environmental Operations;
Water Management;
Dental;
Testing;
Measurement;
Fuel;
Fleet Management;
Automation;
Toolmaking;
Tools;
Disease Management;
Continuous Improvement;
Toyota Production System;
Divestiture;
Spinoffs;
Spin-off;
Networks;
Acquisition;
Mergers and Acquisitions;
Business Conglomerates;
Business Divisions;
Business Subsidiaries;
Business Units;
Business Growth and Maturation;
Business Model;
For-Profit Firms;
Joint Ventures;
Restructuring;
Engineering;
Chemicals;
Construction;
Machinery and Machining;
Profit;
Revenue;
Globalized Firms and Management;
Multinational Firms and Management;
Health;
Health Care and Treatment;
Health Disorders;
Medical Specialties;
Business History;
Job Cuts and Outsourcing;
Business or Company Management;
Growth and Development Strategy;
Management Analysis, Tools, and Techniques;
Management Practices and Processes;
Management Succession;
Management Systems;
Resource Allocation;
Market Entry and Exit;
Measurement and Metrics;
Logistics;
Business Processes;
Organizational Change and Adaptation;
Public Ownership;
Problems and Challenges;
Science;
Genetics;
Natural Environment;
Wastes and Waste Processing;
Science-Based Business;
Opportunities;
Strategy;
Adaptation;
Business Strategy;
Competition;
Competitive Strategy;
Competitive Advantage;
Consolidation;
Corporate Strategy;
Diversification;
Expansion;
Technology;
Software;
Technology Networks;
Technology Platform;
Value;
Valuation;
Aerospace Industry;
Auto Industry;
Biotechnology Industry;
Chemical Industry;
Computer Industry;
Construction Industry;
Consumer Products Industry;
Distribution Industry;
Electronics Industry;
Food and Beverage Industry;
Health Industry;
Industrial Products Industry;
Information Technology Industry;
Manufacturing Industry;
Medical Devices and Supplies Industry;
Pharmaceutical Industry;
Retail Industry;
Rubber Industry;
Semiconductor Industry;
Shipping Industry;
Technology Industry;
Telecommunications Industry;
Utilities Industry;
United States;
District of Columbia
Wells, John R., and Gabriel Ellsworth. "Danaher Corporation, 2007–2017." Harvard Business School Case 717-464, January 2017.
- March 2019
- Case
Wattpad
By: John Deighton and Leora Kornfeld
How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers...
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Keywords:
Platform Businesses;
Creative Industries;
Publishing;
Data Science;
Machine Learning;
Collaborative Filtering;
Women And Leadership;
Managing Data Scientists;
Big Data;
Recommender Systems;
Digital Platforms;
Information Technology;
Intellectual Property;
Analytics and Data Science;
Publishing Industry;
Entertainment and Recreation Industry;
Canada;
United States;
Philippines;
Viet Nam;
Turkey;
Indonesia;
Brazil
Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
- June 2018 (Revised June 2018)
- Case
Facebook Confronts a Crisis of Trust
By: William W. George and Amram Migdal
The case, “Facebook Confronts a Crisis of Trust,” starts with the crisis Facebook founder and CEO Mark Zuckerberg is facing in March 2018 over Cambridge Analytica’s accessing data from 87 million Facebook accounts in order to influence the 2016 U.S. Presidential...
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Keywords:
Facebook;
Data Privacy;
Data Manipulation;
Data Science;
Political Campaigns;
Political Influence;
Voter Mobilization;
Voters' Interests;
Election Outcomes;
Elections;
Cambridge Analytica;
Mark Zuckerberg;
Sheryl Sandberg;
Voting;
Decision Making;
Demographics;
Ethics;
Geopolitical Units;
Government and Politics;
Government Legislation;
National Security;
Political Elections;
Information Management;
Leadership;
Leadership Style;
Crisis Management;
Social Psychology;
Personal Characteristics;
Power and Influence;
Society;
Public Opinion;
Technology Industry;
United States;
United Kingdom
George, William W., and Amram Migdal. "Facebook Confronts a Crisis of Trust." Harvard Business School Case 318-145, June 2018. (Revised June 2018.)
- February 2014 (Revised August 2016)
- Case
Strava
By: Joseph B. Lassiter III, William A. Sahlman and Sid Misra
Strava is a new fast-growing social network for the avid cyclist and runner. The Strava case traces the entrepreneurial journey of two serial entrepreneurs who have been co-founders in a prior venture, and who have co-founded Strava 3 years ago. The protagonists must...
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Keywords:
Entrepreneurship;
Cycling;
Biking;
Running;
Sports;
Technology;
Mobile App;
Mobile;
GPS;
Motivation;
Behavioral Science;
Founders;
Term Sheet;
Investment;
Terms;
Silicon Valley;
Lifestyle;
Strava;
Financing;
Fundraising;
Angel;
Valuation;
Growth;
Forecast;
Business Startups;
Business Plan;
Trends;
Forecasting and Prediction;
Decision Choices and Conditions;
Corporate Entrepreneurship;
Institutional Investing;
Collaborative Innovation and Invention;
Innovation Leadership;
Innovation Strategy;
Innovation and Management;
Technological Innovation;
Management Succession;
Growth Management;
Growth and Development Strategy;
Market Timing;
Bicycle Industry;
Consumer Products Industry;
Technology Industry;
Sports Industry;
Web Services Industry;
California;
New England
- Article
Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications
By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning...
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Keywords:
Big Data;
Data Science And Analytics Management;
Governance And Compliance;
Organizational Systems And Technology;
Anomaly Detection;
Application Performance Management;
Machine Learning;
Enterprise Architecture;
Analytics and Data Science
Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
- 2014
- Chapter
Firms and Global Capitalism
By: Geoffrey Jones
This chapter forms part of the two-volume Cambridge History of Capitalism, a definitive new reference work that traces the history of capitalism from its origins to the present day. The chapter focuses on the role of business enterprises as powerful actors in...
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Keywords:
Political Economy;
American History;
Economic History;
Business History;
Labor History;
Slavery;
Numeracy And Quantification;
Science And Technology Studies;
History Of The Book;
International Investment;
International Business;
International Marketing;
Globalization;
History
Jones, Geoffrey. "Firms and Global Capitalism." Chap. 6 in The Cambridge History of Capitalism: Volume 2. The Spread of Capitalism: From 1848 to the Present, edited by Larry Neal and Jeffrey G. Williamson, 169–200. Cambridge: Cambridge University Press, 2014.
Iavor I. Bojinov
Iavor Bojinov is an Assistant Professor of Business Administration and the Richard Hodgson Fellow at Harvard Business School. He is the co-PI of the AI and Data Science Operations Lab and a faculty affiliate in the Department of Statistics at Harvard University and... View Details
Ta-Wei Huang
Ta-Wei (David) Huang is a PhD candidate in Quantitative Marketing at Harvard Business School. His research integrates causal inference and machine learning to address methodological challenges and unintended consequences in targeting, personalization, and online...
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Maria P. Roche
Maria Roche is an Assistant Professor of Business Administration in the Strategy Unit at Harvard Business School. She teaches Strategy in the MBA required curriculum. Professor Roche studies the commercialization of specialized knowledge and the specific role of... View Details
- October 2018 (Revised August 2023)
- Case
Safecast: Bootstrapping Human Capital to Big Data
By: Ethan Bernstein and Stephanie Marton
On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean...
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Keywords:
Citizen Science;
Creative Commons;
Open Data;
Open Architecture;
Volunteer-based Organization;
Fukushima Daiichi Nuclear Power Facility;
311;
Nuclear;
Radiation;
Crowdsourcing;
Bgeigie;
Geiger Counters;
Kickstarter;
Sustainability;
Sustainable Business And Innovation;
Design;
Energy Generation;
Social Entrepreneurship;
Human Capital;
Innovation and Invention;
Crisis Management;
Organizational Structure;
Organizational Design;
Information Technology;
Business Model;
Energy Industry;
Technology Industry;
Japan;
North and Central America;
Europe
Bernstein, Ethan, and Stephanie Marton. "Safecast: Bootstrapping Human Capital to Big Data." Harvard Business School Case 419-033, October 2018. (Revised August 2023.)
- February 2024
- Module Note
Data-Driven Marketing in Retail Markets
By: Ayelet Israeli
This note describes an eight-class sessions module on data-driven marketing in retail markets. The module aims to familiarize students with core concepts of data-driven marketing in retail, including exploring the opportunities and challenges, adopting best practices,...
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Keywords:
Data;
Data Analytics;
Retail;
Retail Analytics;
Data Science;
Business Analytics;
"Marketing Analytics";
Omnichannel;
Omnichannel Retailing;
Omnichannel Retail;
DTC;
Direct To Consumer Marketing;
Ethical Decision Making;
Algorithmic Bias;
Privacy;
A/B Testing;
Descriptive Analytics;
Prescriptive Analytics;
Predictive Analytics;
Analytics and Data Science;
E-commerce;
Marketing Channels;
Demand and Consumers;
Marketing Strategy;
Retail Industry
Israeli, Ayelet. "Data-Driven Marketing in Retail Markets." Harvard Business School Module Note 524-062, February 2024.
- December 2004 (Revised April 2014)
- Case
Stan Lapidus: Profile of a Medical Entrepreneur
By: Robert F. Higgins and Sophie LaMontagne
Describes the career path and insights of Stanley Lapidus, a successful serial entrepreneur in the medical and life sciences industry. Lapidus is the founder of Cytyc Corp. (NASDAQ: CYTC) and EXACT Sciences (NASDAQ: EXAS) and is currently the CEO of his third start-up,...
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Keywords:
Business Startups;
Experience and Expertise;
Entrepreneurship;
Venture Capital;
Managerial Roles;
Health Industry
Higgins, Robert F., and Sophie LaMontagne. "Stan Lapidus: Profile of a Medical Entrepreneur." Harvard Business School Case 805-087, December 2004. (Revised April 2014.)
- 19 Jan 2023
- Research & Ideas
What Makes Employees Trust (vs. Second-Guess) AI?
about how an algorithm works—but following its advice based on trusting the people who designed and tested it—can lead to better decision-making and financial results for businesses, say researchers affiliated with the Laboratory for Innovation View Details
Keywords:
by Rachel Layne
- 16 Apr 2018
- Research & Ideas
Can Consumers Be Saved From Their Misguided Decisions?
iStock Consumers make regretable decisions every day, even though easily available information should convince them to do otherwise: Twenty-six percent of consumers choose Advil or other branded headache remedies when they walk into a pharmacy, instead of less...
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- March 2019
- Case
DayTwo: Going to Market with Gut Microbiome
By: Ayelet Israeli and David Lane
DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in...
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Keywords:
Start-up Growth;
Startup;
Positioning;
Targeting;
Go To Market Strategy;
B2B2C;
B2B Vs. B2C;
Health & Wellness;
AI;
Machine Learning;
Female Ceo;
Female Protagonist;
Science-based;
Science And Technology Studies;
Ecommerce;
Applications;
DTC;
Direct To Consumer Marketing;
US Health Care;
"USA,";
Innovation;
Pricing;
Business Growth;
Segmentation;
Distribution Channels;
Growth and Development Strategy;
Business Startups;
Science-Based Business;
Health;
Innovation and Invention;
Marketing;
Information Technology;
Business Growth and Maturation;
E-commerce;
Applications and Software;
Health Industry;
Technology Industry;
Insurance Industry;
Information Technology Industry;
Food and Beverage Industry;
Israel;
United States
Israeli, Ayelet, and David Lane. "DayTwo: Going to Market with Gut Microbiome." Harvard Business School Case 519-010, March 2019.