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All HBS Web
(1,363)
- Faculty Publications (264)
- 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.
- March 2019
- Article
Economics of Converting Renewable Power to Hydrogen
By: Gunther Glenk and Stefan Reichelstein
The recent sharp decline in the cost of renewable energy suggests that the production of hydrogen from renewable power through a power-to-gas process might become more economical. Here we examine this alternative from the perspective of an investor who considers a...
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Keywords:
Sustainability;
Clean Technology;
Renewable Energy;
Energy Storage;
Sustainability Management;
Sustainable Business;
Synergies;
Green Hydrogen;
Green Technology;
Environment;
Decarbonization;
Carbon Emissions;
Carbon Abatement;
Energy;
Accounting;
Decision Making;
Economics;
Environmental Management;
Growth and Development;
Management;
Operations;
Science;
Transportation;
Battery Industry;
Chemical Industry;
Construction Industry;
Consulting Industry;
Energy Industry;
Green Technology Industry;
Industrial Products Industry;
Manufacturing Industry;
Shipping Industry;
Steel Industry;
Technology Industry;
Transportation Industry;
Utilities Industry;
Africa;
Asia;
Europe;
North and Central America;
South America;
Middle East
Glenk, Gunther, and Stefan Reichelstein. "Economics of Converting Renewable Power to Hydrogen." Nature Energy 4, no. 3 (March 2019): 216–222.
- 2020
- Working Paper
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can...
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Keywords:
Customer Management;
Targeting;
Deep Exponential Families;
Probabilistic Machine Learning;
Cold Start Problem;
Customer Relationship Management;
Customer Value and Value Chain;
Consumer Behavior;
Analytics and Data Science;
Mathematical Methods;
Retail Industry
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
- December 2018 (Revised February 2020)
- Case
Fishbowl: Scaling Up
By: Leslie K. John
Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,...
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Keywords:
Communication Technologies;
Customer Value;
Value Chain;
Interpersonal Communication;
Talent and Talent Management;
Customer Value and Value Chain;
Entrepreneurship;
Business Model;
Growth and Development Strategy;
Marketing Strategy;
Advertising;
Product Marketing;
Digital Platforms;
Consumer Behavior;
Network Effects;
Emotions;
Motivation and Incentives;
Trust;
Applications and Software;
Technology Adoption;
Social Media;
Communications Industry;
Employment Industry;
Media and Broadcasting Industry;
Technology Industry;
Telecommunications Industry;
United States
John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Case 919-013, December 2018. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
- December 2018
- Article
Reserve Design: Unintended Consequences and the Demise of Boston's Walk Zones
By: Umut Dur, Scott Duke Kominers, Parag A. Pathak and Tayfun Sönmez
Admissions policies often use reserves to grant certain applicants higher priority for some (but not all) available seats. Boston’s school choice system, for example, reserved half of each school’s seats for local neighborhood applicants while leaving the other half...
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Keywords:
Neighborhoods;
Equal Access;
School Choice;
Affirmative Action;
Desegregation;
Marketplace Matching;
Fairness;
Local Range;
Education;
Policy
Dur, Umut, Scott Duke Kominers, Parag A. Pathak, and Tayfun Sönmez. "Reserve Design: Unintended Consequences and the Demise of Boston's Walk Zones." Journal of Political Economy 126, no. 6 (December 2018): 2457–2479.
- 2024
- Working Paper
Estimating Models of Supply and Demand: Instruments and Covariance Restrictions
By: Alexander MacKay and Nathan H. Miller
We consider the identification of empirical models of supply and demand with imperfect
competition. We show that a restriction on the covariance between unobserved demand and
cost shocks can resolve endogeneity and identify the price parameter. We demonstrate how
to...
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Keywords:
Demand Estimation;
Identification;
Endogeneity Bias;
Covariance Restrictions;
Ordinary Least Squares;
Instrumental Variables;
Price;
Demand and Consumers;
Competition
MacKay, Alexander, and Nathan H. Miller. "Estimating Models of Supply and Demand: Instruments and Covariance Restrictions." Harvard Business School Working Paper, No. 19-051, October 2018. (Revised January 2024. Direct download.)
- September 2018
- Case
Sealed Air Corporation: Deciding the Fate of VTID (Abridged)
By: Elie Ofek
In mid-2010 the Sealed Air Corporation has to decide on next steps for its novel video tracking technology (called VTID) after unsuccessful attempts to market it in three different industry settings. The company must determine whether its most recent target market, the...
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Keywords:
Budgets and Budgeting;
Customer Focus and Relationships;
Decision Choices and Conditions;
Technological Innovation;
Marketing Strategy;
Problems and Challenges;
Commercialization;
Service Industry
Ofek, Elie. "Sealed Air Corporation: Deciding the Fate of VTID (Abridged)." Harvard Business School Case 519-030, September 2018.
- September 2018
- Article
Aggregation of Consumer Ratings: An Application to Yelp.com
By: Weijia Dai, Ginger Jin, Jungmin Lee and Michael Luca
Because consumer reviews leverage the wisdom of the crowd, the way in which they are aggregated is a central decision faced by platforms. We explore this "rating aggregation problem" and offer a structural approach to solving it, allowing for (1) reviewers to vary in...
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Keywords:
User Generated Content;
Crowdsourcing;
Yelp;
Social and Collaborative Networks;
Information;
Internet and the Web;
Learning;
Mathematical Methods;
E-commerce
Dai, Weijia, Ginger Jin, Jungmin Lee, and Michael Luca. "Aggregation of Consumer Ratings: An Application to Yelp.com." Quantitative Marketing and Economics 16, no. 3 (September 2018): 289–339.
- August 2018 (Revised October 2019)
- Case
C3.ai—Driven to Succeed
By: Robert Simons and George Gonzalez
CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee...
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Keywords:
Strategy Execution;
Performance Measurement;
Critical Performance Variables;
Strategic Boundaries;
Internet Of Things;
Artificial Intelligence;
Software Development;
Big Data;
Machine Learning;
Business Startups;
Management Style;
Business Strategy;
Performance;
Measurement and Metrics;
Organizational Culture;
AI and Machine Learning;
Digital Transformation;
Applications and Software;
Digital Marketing;
Analytics and Data Science;
Technology Industry;
United States;
California
Simons, Robert, and George Gonzalez. "C3.ai—Driven to Succeed." Harvard Business School Case 119-004, August 2018. (Revised October 2019.)
- June 2018
- Case
Relax (Boston): Innovating and Growing an Entrepreneurial Business
By: Paul Marshall and Carole Carlson
The Relax case traces the history of a massage services company from its founding in 2007 to mid-2017, when it is considering the best strategy for growth and an acquisition. The company's owner and top managers wonder how the firm should reorganize to cope with the...
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Keywords:
Growth and Development Strategy;
Growth Management;
Acquisition;
Brands and Branding;
Entrepreneurship;
Organizational Design
Marshall, Paul, and Carole Carlson. "Relax (Boston): Innovating and Growing an Entrepreneurial Business." Harvard Business School Brief Case 918-523, June 2018.
- March 2018 (Revised January 2020)
- Supplement
STRIVR (B): Moving into the Enterprise
By: Rajiv Lal and Scott Johnson
STRIVR, a company focused on virtual reality training, has decided to shift focus from sports to enterprise customers. The change in strategy requires the CEO to solve a number of issues. The company initally offered training for hard skills, but clients have been...
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Keywords:
Strivr;
Virtual Reality;
Soft Skills;
Hard Skills;
VR;
Applications and Software;
Market Entry and Exit;
Business Strategy;
Training;
Sports;
Technology Industry;
Education Industry;
United States
Lal, Rajiv, and Scott Johnson. "STRIVR (B): Moving into the Enterprise." Harvard Business School Supplement 518-091, March 2018. (Revised January 2020.)
- March 2018
- Case
TrustSphere: Building a Market for Relationship Analytics
By: Boris Groysberg and Katherine Connolly Baden
Manish Goel was the CEO of TrustSphere, a seven-year-old company in the data analytics industry that focused squarely on relationship analytics, a space in which TrustSphere was pioneering a unique technology and solutions in the areas of sales, risk, and people...
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Keywords:
Data Analytics;
People Analytics;
Talent Management;
Human Resources;
Networks;
Relationships;
Analysis;
Employee Relationship Management;
Core Relationships;
Applications and Software;
Communication;
Technology Industry;
Singapore
Groysberg, Boris, and Katherine Connolly Baden. "TrustSphere: Building a Market for Relationship Analytics." Harvard Business School Case 418-070, March 2018.
- March 2018
- Case
IBM: Watson and the Internet of Things
By: Rajiv Lal and Scott Johnson
IBM has recently launched a business unit devoted to the Internet of Things. The group's leadership team needs to figure out the best way to quickly scale its business in a fragmented and nascent market.
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- February 2018 (Revised October 2019)
- Case
HubSpot and Motion AI: Chatbot-Enabled CRM
By: Jill Avery and Thomas Steenburgh
HubSpot, an inbound marketing, sales, and customer relationship management (CRM) software provider, announced that it had acquired Motion AI, a software platform that enabled companies to easily build and deploy chatbots, fueled by artificial intelligence, to interact...
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Keywords:
CRM;
Sales Management;
Customer Service;
Artificial Intelligence;
B2B Vs. B2C;
Business Marketing;
SaaS;
Marketing;
Marketing Strategy;
Brands and Branding;
Customer Focus and Relationships;
Sales;
Salesforce Management;
Technological Innovation;
Applications and Software;
Customer Relationship Management;
AI and Machine Learning;
Technology Industry;
Service Industry;
United States;
North America
Avery, Jill, and Thomas Steenburgh. "HubSpot and Motion AI: Chatbot-Enabled CRM." Harvard Business School Case 518-067, February 2018. (Revised October 2019.)
- February 2018 (Revised December 2019)
- Case
Rise of the Drones: Identified Technologies
By: Andy Wu and George Gonzalez
The founder and CEO of Identified Technologies, a Pittsburgh-based drone software and services company, faces a dilemma when San Francisco–based DroneDeploy begins to disrupt the industry with its drone software platform. Identified Technologies needs to consider...
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Keywords:
Applications and Software;
Digital Platforms;
Disruption;
Network Effects;
Computer Industry;
Web Services Industry;
Pittsburgh;
San Francisco
Wu, Andy, and George Gonzalez. "Rise of the Drones: Identified Technologies." Harvard Business School Case 718-482, February 2018. (Revised December 2019.)
- February 2018
- Article
Patent Publication and the Market for Ideas
By: Deepak Hegde and Hong Luo
In this paper, we study the effect of invention disclosure through patent publication on the market for ideas. We do so by analyzing the effects of the American Inventor's Protection Act of 1999 (AIPA)—which required U.S. patent applications to be published 18 months...
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Keywords:
Licensing;
Patent Publication;
Invention Disclosure;
Patents;
Information Publishing;
Innovation and Invention;
Knowledge Dissemination
Hegde, Deepak, and Hong Luo. "Patent Publication and the Market for Ideas." Management Science 64, no. 2 (February 2018): 652–672.
- January 2018 (Revised September 2023)
- Case
Giving Birth to Ovia Health
By: Jeffrey J. Bussgang and Julia Kelley
In late 2016, Paris Wallace, the CEO of Ovia Health, and the rest of the company’s co-founders faced a difficult decision about the best way to grow Ovia Health’s revenue. Founded in 2012, Ovia Health specialized in mobile and web applications in the women’s health...
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Keywords:
Entrepreneurship;
Growth and Development Strategy;
Market Entry and Exit;
Health Care and Treatment;
Health Industry
Bussgang, Jeffrey J., and Julia Kelley. "Giving Birth to Ovia Health." Harvard Business School Case 818-004, January 2018. (Revised September 2023.)
- January 2018 (Revised August 2020)
- Background Note
Continuous Software Development: Agile's Successor
By: Jeffrey J. Bussgang, Samuel Clemens and Olivia Hull
In recent years, the twin software development methodologies of continuous delivery and continuous deployment have risen to prominence in the start-up world and beyond. These methods have enabled technology companies large and small to accelerate their product...
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Keywords:
Continuous Improvement;
Continuous Development;
Continuous Delivery;
Continuous Integration;
Product Development Processes;
Computer Programming;
Agile;
Waterfall;
Software Applications;
Software Engineering;
Applications and Software;
Information Technology;
Technological Innovation;
Product Development;
Customer Focus and Relationships;
Entrepreneurship;
Organizational Change and Adaptation;
Organizational Structure;
Quality;
Product Marketing;
Product;
Infrastructure;
Information Infrastructure;
Computer Industry;
Technology Industry;
Information Technology Industry;
Web Services Industry;
Massachusetts;
Boston
Bussgang, Jeffrey J., Samuel Clemens, and Olivia Hull. "Continuous Software Development: Agile's Successor." Harvard Business School Background Note 818-055, January 2018. (Revised August 2020.)
- January 2018 (Revised January 2020)
- Case
STRIVR: Changing the Game in Virtual Reality
By: Rajiv Lal, Matt Denison, Robert Higgins and Scott Johnson
The CEO of a growing virtual reality company that trains athletes must decide whether or not to stay in sports or expand into other areas.
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Keywords:
Virtual Reality;
Strivr;
Internet Of Things;
Football;
Retail;
Training;
Startup;
Start-up;
Start-up Growth;
"Sports Organizations,;
Experiential Marketing;
Business Startups;
Technological Innovation;
Sports;
Information Infrastructure;
Applications and Software;
Digital Platforms;
Technology Adoption;
Sports Industry;
Technology Industry;
Retail Industry;
United States
Lal, Rajiv, Matt Denison, Robert Higgins, and Scott Johnson. "STRIVR: Changing the Game in Virtual Reality." Harvard Business School Case 518-048, January 2018. (Revised January 2020.)
- January 2018
- Article
Who Gets Hired? The Importance of Competition Among Applicants
By: Edward P. Lazear, Kathryn L. Shaw and Christopher Stanton
Despite seeming to be an important requirement for hiring, the concept of a slot is absent from virtually all of economics. Macroeconomic studies of vacancies and search come closest, but the implications of slot-based hiring for individual worker outcomes has not been...
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Lazear, Edward P., Kathryn L. Shaw, and Christopher Stanton. "Who Gets Hired? The Importance of Competition Among Applicants." Journal of Labor Economics 36, no. S1 (January 2018): S133–S181.