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Show Results For
-
All HBS Web
(7,450)
- People (19)
- News (1,294)
- Research (5,100)
- Events (61)
- Multimedia (60)
- Faculty Publications (3,812)
- August 2018 (Revised September 2018)
- Supplement
LendingClub (C): Gradient Boosting & Payoff Matrix
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default...
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Keywords:
Data Analytics;
Data Science;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
- January 2001
- Background Note
Application Service Providers
By: Thomas R. Eisenmann and Sanjay Pothen
Examines the Application Service Provider (ASP) business model. First, defines the ASP model and describes different ways to categorize ASPs. Next, summarizes the various ways that ASPs create value for their clients. Then, analyzes the economic model for ASPs,...
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Eisenmann, Thomas R., and Sanjay Pothen. "Application Service Providers." Harvard Business School Background Note 801-310, January 2001.
- September 2020 (Revised November 2020)
- Case
d.light
By: Michael Chu, Krishna G. Palepu and Dilyana Karadzhova Botha
Kenyan off-grid-solar pioneer d.light can power entire homes in rural Africa but must now decide how to fund the growth of its asset-heavy business model. Ned Tozun and Sam Goldman founded d.light in 2006 to transform lives through solar solutions enabling access to...
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Keywords:
Alternative Energy;
Business Model;
Capital;
Emerging Markets;
Expansion;
Financial Strategy;
Renewable Energy;
Strategy;
Social Entrepreneurship;
Energy Industry;
Africa;
Kenya;
India
Chu, Michael, Krishna G. Palepu, and Dilyana Karadzhova Botha. "d.light." Harvard Business School Case 321-069, September 2020. (Revised November 2020.)
- November 1999 (Revised June 2000)
- Case
VerticalNet (www.verticalnet.com)
By: Das Narayandas
VerticalNet, a leading creator of targeted business-to-business vertical trade communities on the Internet, is trying to expand its model to facilitate e-commerce. Mark Walsh, the CEO of VerticalNet, has to decide how far he can extend the firm's business model without...
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Narayandas, Das. "VerticalNet (www.verticalnet.com)." Harvard Business School Case 500-041, November 1999. (Revised June 2000.)
- January 2010 (Revised October 2010)
- Background Note
News in the Digital World: Who Pays?
By: Stephen P. Bradley and Nancy Bartlett
Models to monetizing news in the digital landscape, which is real-time, searchable, sharable, multi-sourced, anytime, and any screen, were emerging in 2010. Could content creators get people to pay for what they watched, read, listened to, and shared online? Were news...
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Keywords:
Business Model;
Newspapers;
Disruptive Innovation;
Technological Innovation;
Online Technology;
Journalism and News Industry;
Publishing Industry
Bradley, Stephen P., and Nancy Bartlett. "News in the Digital World: Who Pays?" Harvard Business School Background Note 710-456, January 2010. (Revised October 2010.)
- March 2005 (Revised March 2006)
- Background Note
Activity-Based Costing and Capacity
By: Robert S. Kaplan
Discusses the use of budgeted rather than historical data in an activity-based costing (ABC) model and argues for calculating rates using practical capacity, not actual utilization. An ABC model need not be limited to analysis of historical data. When cost driver rates...
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Kaplan, Robert S. "Activity-Based Costing and Capacity." Harvard Business School Background Note 105-059, March 2005. (Revised March 2006.)
- September 2017
- Case
Tencent
By: John R. Wells and Gabriel Ellsworth
Tencent had undergone many transformations since it was founded in 1998 as a simple messaging service. In 2017, it was the largest online games provider in China with a wide range of game types, China’s largest social networking service provider with several of the...
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Keywords:
Tencent;
Tencent Holdings;
WeChat;
Social Networking;
Social Networks;
Gaming;
Gaming Industry;
Video Games;
Computer Games;
Mobile Gaming;
Portals;
Payments;
Mobile Payments;
O2O;
Online-to-offline;
E-commerce;
Messaging;
Subscription Model;
Freemium;
Mobile App Industry;
Smartphone;
PC;
Monetization Strategy;
Antitrust;
Streaming;
Cloud Computing;
Artificial Intelligence;
Big Data;
Alibaba;
Facebook;
JD.com;
Tesla;
Bundling;
Synergies;
Digital Strategy;
Imitation;
Licensing;
Agility;
Entry Barriers;
Online Platforms;
Advertising;
Digital Marketing;
Business Ventures;
Acquisition;
Mergers and Acquisitions;
Business Conglomerates;
Business Units;
Business Growth and Maturation;
Business Organization;
For-Profit Firms;
Joint Ventures;
Restructuring;
Communication;
Communication Technology;
Blogs;
Interactive Communication;
Interpersonal Communication;
Entertainment;
Film Entertainment;
Games, Gaming, and Gambling;
Music Entertainment;
Investment;
Investment Portfolio;
Price;
Profit;
Revenue;
Geographic Scope;
Cross-Cultural and Cross-Border Issues;
Global Strategy;
Multinational Firms and Management;
Globalized Markets and Industries;
Business History;
Innovation Strategy;
Technological Innovation;
Business or Company Management;
Goals and Objectives;
Growth and Development Strategy;
Product Positioning;
Social Marketing;
Network Effects;
Emerging Markets;
Market Entry and Exit;
Digital Platforms;
Industry Growth;
Monopoly;
Media;
Distribution Channels;
Product Development;
Service Delivery;
Organizational Change and Adaptation;
Organizational Structure;
Public Ownership;
Problems and Challenges;
Business and Government Relations;
Groups and Teams;
Networks;
Opportunities;
Social and Collaborative Networks;
Strategy;
Adaptation;
Business Strategy;
Commercialization;
Competition;
Competitive Advantage;
Competitive Strategy;
Cooperation;
Corporate Strategy;
Diversification;
Expansion;
Horizontal Integration;
Vertical Integration;
Segmentation;
Information Technology;
Internet and the Web;
Mobile and Wireless Technology;
Internet and the Web;
Applications and Software;
Information Infrastructure;
Digital Platforms;
Internet and the Web;
Mobile and Wireless Technology;
Value Creation;
Communications Industry;
Entertainment and Recreation Industry;
Financial Services Industry;
Information Industry;
Information Technology Industry;
Media and Broadcasting Industry;
Motion Pictures and Video Industry;
Music Industry;
Service Industry;
Technology Industry;
Telecommunications Industry;
Video Game Industry;
Web Services Industry;
Asia;
China;
Canton (province, China)
Wells, John R., and Gabriel Ellsworth. "Tencent." Harvard Business School Case 718-426, September 2017.
- September 2017
- Case
Sensing (and Monetizing) Happiness at Hitachi
By: Ethan Bernstein and Stephanie Marton
Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns....
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Keywords:
People Analytics;
Japan;
Sociometers;
Wearables;
Interpersonal Communication;
Human Resources;
Happiness;
Technology Industry;
Japan
Bernstein, Ethan, and Stephanie Marton. "Sensing (and Monetizing) Happiness at Hitachi." Harvard Business School Case 418-019, September 2017.
- 2020
- Book
Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World
By: Marco Iansiti and Karim R. Lakhani
In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very...
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Keywords:
Artificial Intelligence;
Technological Innovation;
Change;
Competition;
Strategy;
Leadership;
Business Processes;
Organizational Change and Adaptation;
AI and Machine Learning
Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
- 2009
- Working Paper
Integrity: Without It Nothing Works
By: Michael C. Jensen
There is confusion between integrity, morality and ethics. In our much longer paper on the topic (see "Integrity: A Positive Model that Incorporates the Normative Phenomena of Morality, Ethics and Legality" (available at http://ssrn.com/abstract=920625)) my co-authors,...
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- January 2019 (Revised October 2019)
- Case
Rural Taobao: Alibaba's Expansion into Rural E-Commerce
By: Tarun Khanna, Ryan Allen, Adam Frost and Wesley Koo
Alibaba's Rural Taobao initiative had been launched in 2014 as a public service initiative to increase e-commerce adoption in China’s remote rural areas. In the first two iterations of the initiative, dubbed “1.0” and “2.0,” Alibaba had partnered with local businesses...
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Keywords:
Strategy;
Business Growth;
Ecommerce;
Corporate Social Responsibility;
Business And Government;
Emerging Market;
Digital Platforms;
Internet and the Web;
Emerging Markets;
Rural Scope;
Growth and Development Strategy;
Competitive Strategy;
Corporate Social Responsibility and Impact;
Business and Government Relations;
Decision Making;
E-commerce;
China
Khanna, Tarun, Ryan Allen, Adam Frost, and Wesley Koo. "Rural Taobao: Alibaba's Expansion into Rural E-Commerce." Harvard Business School Case 719-433, January 2019. (Revised October 2019.)
- Research Summary
Housing Markets with Contingencies
We model a real-estate market with three types of agents: regular buyers and sellers, and homeowners, who are agents who want to sell their current home only if they can buy another one. On the one hand, our model is a counterpart of the Abdulkadiroglu and Sonmez...
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- Article
Scenario Generation for Long Run Interest Rate Risk Assessment
By: Robert F. Engle, Guillaume Roussellet and Emil N. Siriwardane
We propose a statistical model of the term structure of U.S. treasury yields tailored for long-term probability-based scenario generation and forecasts. Our model is easy to estimate and is able to simultaneously reproduce the positivity, persistence, and factor...
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Keywords:
Forecasting;
Stress Testing;
Interest Rates;
Forecasting and Prediction;
Risk Management;
United States
Engle, Robert F., Guillaume Roussellet, and Emil N. Siriwardane. "Scenario Generation for Long Run Interest Rate Risk Assessment." Special Issue on Theoretical and Financial Econometrics: Essays in Honor of C. Gourieroux. Journal of Econometrics 201, no. 2 (December 2017): 333–347.
- November 2017
- Teaching Note
Reinventing Best Buy
By: John R. Wells and Gabriel Ellsworth
Teaching Note for HBS No. 716-455.
On March 1, 2017, Best Buy Company, Inc., North America’s largest retailer of consumer electronics and appliances, announced a third year of comparable-store sales increases and a 20.8% increase in domestic comparable online sales....
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Keywords:
Best Buy;
Hubert Joly;
Renew Blue;
Showrooming;
Webrooming;
E-commerce;
E-Commerce Strategy;
Online Retail;
Multichannel Retailing;
Omnichannel;
Marketplaces;
Turnaround;
Consumer Electronics;
Consumer Electronics Accessories;
Appliances;
Stores-within-stores;
Store Experience;
Store Size;
Store Pickup;
Store Management;
Delivery;
Delivery Models;
Amazon;
Amazon.com;
Pricing Strategy;
Business Subsidiaries;
Business Units;
Business Growth and Maturation;
Business Model;
For-Profit Firms;
Customer Focus and Relationships;
Customer Satisfaction;
Entertainment;
Film Entertainment;
Games, Gaming, and Gambling;
Music Entertainment;
Television Entertainment;
Theater Entertainment;
Price;
Profit;
Revenue;
Geographic Scope;
Multinational Firms and Management;
Business History;
Cost;
Selection and Staffing;
Reports;
Technological Innovation;
Job Cuts and Outsourcing;
Human Capital;
Leading Change;
Business or Company Management;
Goals and Objectives;
Growth and Development;
Growth and Development Strategy;
Management Teams;
Brands and Branding;
Product Marketing;
Consumer Behavior;
Demand and Consumers;
Media;
Distribution;
Order Taking and Fulfillment;
Distribution Channels;
Infrastructure;
Product;
Service Delivery;
Service Operations;
Organizational Change and Adaptation;
Public Ownership;
Problems and Challenges;
Programs;
Groups and Teams;
Sales;
Salesforce Management;
Strategy;
Adaptation;
Business Strategy;
Competition;
Competitive Advantage;
Competitive Strategy;
Corporate Strategy;
Expansion;
Technology;
Hardware;
Information Technology;
Internet;
Mobile Technology;
Online Technology;
Search Technology;
Software;
Web;
Web Sites;
Wireless Technology;
Resource Allocation;
Computer Industry;
Electronics Industry;
Entertainment and Recreation Industry;
Information Technology Industry;
Retail Industry;
Service Industry;
Technology Industry;
Telecommunications Industry;
Video Game Industry;
United States;
Minnesota;
Minneapolis;
Saint Paul;
St. Paul
Unexploited Efficiencies in Higher Education
This paper provides an economic model of a university for use in sensitivity and scenario analyses to enhance efficiency. Such modeling contributes to efforts to lower costs and increase college attainment. Executives at BYU-Idaho, identified as one of the most...
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- August 2018 (Revised September 2018)
- Supplement
LendingClub (B): Decision Trees & Random Forests
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
... View Details
... View Details
Keywords:
Data Science;
Data Analytics;
Decision Trees;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (B): Decision Trees & Random Forests." Harvard Business School Supplement 119-021, August 2018. (Revised September 2018.)
- December 2017 (Revised January 2018)
- Case
NatureSweet
By: Jose Alvarez, Forest Reinhardt and Natalie Kindred
This case describes the business model and workplace philosophy of NatureSweet, a privately owned, vertically integrated greenhouse grower and marketer of fresh tomatoes with sales across the United States and $329 million in 2016 revenues. CEO Bryant Ambelang treated...
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Keywords:
NatureSweet;
Tomatoes;
Agriculture;
Greenhouse;
Ambelang;
Cherry Tomatoes;
Incentives;
Worker Empowerment;
Empowerment;
Toyota Production System;
Leadership;
Branding;
Produce;
Manufacturing;
Organizational Change;
Agribusiness;
Business Model;
Employee Relationship Management;
Working Conditions;
Organizational Culture;
Success;
Problems and Challenges;
Agriculture and Agribusiness Industry;
Manufacturing Industry;
United States;
Mexico;
North America
Alvarez, Jose, Forest Reinhardt, and Natalie Kindred. "NatureSweet." Harvard Business School Case 518-002, December 2017. (Revised January 2018.)
- November 2004 (Revised May 2005)
- Case
Marvel Enterprises, Inc.
By: Anita Elberse
The management team of Marvel Enterprises, known for its universe of superhero characters that includes Spider-Man, the Hulk, and X-Men, must reevaluate its marketing strategy. In June 2004, only six years after the company emerged from bankruptcy, Marvel has amassed a...
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Keywords:
Intellectual Property;
Business Model;
Brands and Branding;
Marketing Strategy;
Opportunities;
Growth and Development Strategy;
Rights;
Entertainment and Recreation Industry
Elberse, Anita. "Marvel Enterprises, Inc." Harvard Business School Case 505-001, November 2004. (Revised May 2005.)
- 19 Oct 2021
- HBS Seminar
Cynthia Rudin, Duke University
- July 2011
- Article
Mixed Source
By: Ramon Casadesus-Masanell and Gaston Llanes
We study competitive interaction between a profit-maximizing firm that sells software and complementary services and a free open source competitor. We examine the firm's choice of business model between the proprietary model (where all software modules are...
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Keywords:
Competition;
Open Source Distribution;
Profit;
Sales;
Applications and Software;
Service Operations;
Business Model;
Decision Choices and Conditions;
Quality;
Value Creation
Casadesus-Masanell, Ramon, and Gaston Llanes. "Mixed Source." Management Science 57, no. 7 (July 2011): 1212–1230.