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- 2022
- Working Paper
Reputation Burning: Analyzing the Impact of Brand Sponsorship on Social Influencers
By: Magie Cheng and Shunyuan Zhang
The growth of the influencer marketing industry warrants an empirical examination of the effect of posting sponsored videos on an influencer’s reputation. We collect a novel dataset of user-generated YouTube videos created by prominent English-speaking influencers in...
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Keywords:
Influencer Marketing;
Social Influencers;
Brand;
Sponsorship;
Video Analytics;
Marketing;
Brands and Branding;
Media;
Reputation
Cheng, Magie, and Shunyuan Zhang. "Reputation Burning: Analyzing the Impact of Brand Sponsorship on Social Influencers." Harvard Business School Working Paper, No. 22-067, April 2022.
- February 2022
- Case
Sekisui House and the In-Home Early Detection Platform
By: John D. Macomber and Akiko Kanno
To address an aging population and sales declines, major Japanese homebuilder considers pivoting to provide and support an in-home health detection platform, in competition with tech companies. This case considers the point of view of major builders regarding how...
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- February 2022 (Revised April 2022)
- Case
BUA Group
By: John D. Macomber, Pippa Tubman Armerding and Wale Lawal
BUA Group must decide between investments in cement, road building, power generation, or sugar. Private businesses are important to economic development in Africa. Students must assess the competitive nature of each of these industries, the magnitude of capital...
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Keywords:
Investing;
Transportation;
Strategy;
Project Finance;
Agribusiness;
Construction;
Infrastructure;
Governing Rules, Regulations, and Reforms;
Agriculture and Agribusiness Industry;
Nigeria;
Africa
Macomber, John D., Pippa Tubman Armerding, and Wale Lawal. "BUA Group." Harvard Business School Case 222-062, February 2022. (Revised April 2022.)
- February 2022
- Teaching Note
Borusan CAT: Monetizing Prediction in the Age of AI
By: Navid Mojir
Teaching Note for HBS Case No. 521-053.
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- 2022
- Article
Improving Efficiency and Reducing Costs of MRI-Guided Prostate Brachytherapy Using Time-Driven Activity-Based Costing
By: Nikhil G. Thaker, Rajat J. Kudchadker, James R. Incalcaterra, Tharakeswara K. Bathala, Robert S. Kaplan, Ankit Agarwal, Deborah A. Kuban, Benjamin D. Frank, Prajnan Das, Thomas W. Feeley and Steven J. Frank
Integrated quality improvement (QI) and cost reduction strategies can help increase value in cancer care. We applied standard QI and TDABC methods to improve workflow efficiency and reduce costs for MRI-guided prostate brachytherapy. We constructed process maps,...
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Keywords:
Brachytherapy;
Quality Improvement;
Prostate;
Time-Driven Activity-Based Costing;
Cost Accounting;
Health Care and Treatment;
Performance Efficiency;
Health Industry
Thaker, Nikhil G., Rajat J. Kudchadker, James R. Incalcaterra, Tharakeswara K. Bathala, Robert S. Kaplan, Ankit Agarwal, Deborah A. Kuban, Benjamin D. Frank, Prajnan Das, Thomas W. Feeley, and Steven J. Frank. "Improving Efficiency and Reducing Costs of MRI-Guided Prostate Brachytherapy Using Time-Driven Activity-Based Costing." Brachytherapy 21, no. 1 (2022): 49–54.
- December 2021
- Case
Katerra (A)
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
In April 2020, Katerra executives struggled with a series of decisions that would determine the fate of one of the best-funded construction startups in history. Katerra was founded in 2015 by technology-industry executive Michael Marks and commercial real estate...
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- December 2021
- Supplement
Katerra (B)
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
In May 2020, SoftBank executives, having invested nearly $2 billion in Katerra, decided the vision of an end-to-end, vertically-integrated construction process was worth saving—with some major changes to company structure. The SoftBank Vision Fund invested $200 million...
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- November 2021 (Revised March 2022)
- Case
AppHarvest: Rebuilding the Appalachian Economy Through Agriculture
By: Joshua Lev Krieger, William R. Kerr and Christian Godwin
In 2021, AppHarvest completed construction of a 60-acre indoor farming facility, one of the world’s largest, recorded its first sales, and went public in a multi-billion dollar IPO. Described as “a force of nature,” Jonathan Webb founded the company to bring jobs back...
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Keywords:
Agricultural;
Entrepreneur;
Business Startups;
Development Economics;
Sales;
Goals and Objectives;
Going Public;
Growth Management;
Buildings and Facilities;
Agriculture and Agribusiness Industry;
North America
Krieger, Joshua Lev, William R. Kerr, and Christian Godwin. "AppHarvest: Rebuilding the Appalachian Economy Through Agriculture." Harvard Business School Case 822-067, November 2021. (Revised March 2022.)
- 2022
- Working Paper
What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data
By: Alberto Cavallo and Oleksiy Kryvtsov
We use a detailed micro dataset on product availability to construct a direct high-frequency measure of consumer product shortages during the 2020–2022 pandemic. We document a widespread multi-fold rise in shortages in nearly all sectors early in the pandemic. Over...
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Keywords:
Prices;
Stockouts;
Inventories;
Supply Disruptions;
COVID-19 Pandemic;
Macroeconomics;
Inflation and Deflation;
Supply Chain;
Disruption;
Health Pandemics;
Consumer Products Industry;
United States;
China;
Canada;
France;
Germany;
Japan;
Spain
Cavallo, Alberto, and Oleksiy Kryvtsov. "What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data." NBER Working Paper Series, No. 29209, September 2021.
- August 2021 (Revised February 2022)
- Case
Northvolt: Making the World's Greenest Battery
By: Jurgen R. Weiss and Emilie Billaud
In 2021, the demand for lithium-ion batteries increased rapidly, particularly for electric vehicles. Anxious not to be reliant on Asian players, Europe was keen on developing its own home-grown capacity to control the value chain, maintain employment in Europe, and get...
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Keywords:
Electric Vehicles;
Lithium-ion Batteries;
Business Ventures;
Energy;
Green Technology;
Technological Innovation;
Growth and Development Strategy;
Competitive Advantage;
Transportation;
Supply Chain;
Globalized Markets and Industries;
Goals and Objectives;
Factories, Labs, and Plants;
Battery Industry;
Battery Industry;
Battery Industry;
Battery Industry;
Europe;
Sweden;
Germany;
Poland
Weiss, Jurgen R., and Emilie Billaud. "Northvolt: Making the World's Greenest Battery." Harvard Business School Case 722-004, August 2021. (Revised February 2022.)
- 2021
- Working Paper
Impact Accounting for Product Use: A Framework and Industry-specific Models
By: George Serafeim and Katie Trinh
This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial...
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Keywords:
Impact Measurement;
Product Impact;
Customer Welfare;
Environment;
ESG;
Product;
Customers;
Well-being;
Environmental Sustainability;
Measurement and Metrics;
Accounting;
Financial Statements;
Analysis;
Framework
Serafeim, George, and Katie Trinh. "Impact Accounting for Product Use: A Framework and Industry-specific Models." Harvard Business School Working Paper, No. 21-141, June 2021.
- May 2021 (Revised May 2022)
- Supplement
Odebrecht's 'Transformation Journey' (B)
By: Lynn S. Paine, Ruth Costas and Pedro Levindo
The case describes the changes in Odebrecht’s board of directors while the company had to file for court-supervised reorganization and cope with an ongoing feud within its founding family, and the new challenges that the Group’s leadership has to face. The changes in...
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Keywords:
Corporate Misconduct;
Corporate Governance;
Crisis Management;
Organizational Change and Adaptation;
Reputation;
Mission and Purpose;
Business and Government Relations;
Engineering;
Family Business;
Emerging Markets;
Construction Industry;
Brazil;
Latin America
Paine, Lynn S., Ruth Costas, and Pedro Levindo. "Odebrecht's 'Transformation Journey' (B)." Harvard Business School Supplement 321-093, May 2021. (Revised May 2022.)
- May 2021
- Teaching Plan
Gera Developments: Leadership at a Crossroads
By: Christina R. Wing and John Masko
Teaching Plan for HBS Case No. 621-018. For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for...
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Keywords:
Buildings and Facilities;
Business Growth and Maturation;
Construction;
Geographic Location;
Global Strategy;
Globalized Firms and Management;
Housing;
Leadership Style;
Management Succession;
Organizational Change and Adaptation;
Organizational Culture;
Family Ownership;
Family and Family Relationships;
Urban Development;
Customization and Personalization;
Real Estate Industry;
Maharashtra;
India;
San Francisco
- May 2021 (Revised February 2022)
- Teaching Note
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Ayelet Israeli and Jill Avery
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on...
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Keywords:
Data;
Data Analytics;
Artificial Intelligence;
AI;
AI Algorithms;
AI Creativity;
Fashion;
Retail;
Retail Analytics;
E-Commerce Strategy;
Platform;
Platforms;
Big Data;
Preference Elicitation;
Predictive Analytics;
App Development;
"Marketing Analytics";
Advertising;
Mobile App;
Mobile Marketing;
Apparel;
Online Advertising;
Referral Rewards;
Referrals;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Analytics and Data Science;
Analysis;
Creativity;
Marketing Strategy;
Brands and Branding;
Consumer Behavior;
Demand and Consumers;
Forecasting and Prediction;
Marketing Channels;
Digital Marketing;
Internet and the Web;
Mobile and Wireless Technology;
AI and Machine Learning;
E-commerce;
Fashion Industry;
Fashion Industry;
Fashion Industry;
Fashion Industry;
United States
- 2022
- Working Paper
Coupling and Coupling Compromises in Supplier Factories' Responses to Worker Activism
By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
Many companies have adopted corporate social responsibility (CSR) policies in response to activist pressure, but ensuring the implementation of these policies is challenging. Recognizing the paucity of research on the effect of contentious activism on companies’...
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Keywords:
Monitoring;
Apparel Manufacturing;
Protests;
Activism;
Union;
Compensation;
Operations;
Supply Chain Management;
Quality;
Safety;
Social Issues;
Labor Unions;
Wages;
Compensation and Benefits;
Retail Industry;
Retail Industry;
China
Bird, Yanhua, Jodi L. Short, and Michael W. Toffel. "Coupling and Coupling Compromises in Supplier Factories' Responses to Worker Activism." Harvard Business School Working Paper, No. 21-114, April 2021. (Revised March 2022.)
- April 2021 (Revised August 2021)
- Case
Borusan CAT: Monetizing Prediction in the Age of AI (A)
By: Navid Mojir and Gamze Yucaoglu
Borusan Cat is an international distributor of Caterpillar heavy machines. Esra Durgun (Director of Strategy, Digitization, and Innovation) and Ozgur Gunaydin (CEO) seem to have bet their careers on developing Muneccim, a new predictive technology that is designed to...
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Keywords:
Monetization Strategy;
Artificial Intelligence;
AI;
Forecasting and Prediction;
Applications and Software;
Technological Innovation;
Marketing;
Segmentation;
AI and Machine Learning;
Construction Industry;
Turkey
Mojir, Navid, and Gamze Yucaoglu. "Borusan CAT: Monetizing Prediction in the Age of AI (A)." Harvard Business School Case 521-053, April 2021. (Revised August 2021.)
- March 2021
- Technical Note
Competitive Strategy in International Construction
By: John D. Macomber and Emrah Ergelen
Construction of buildings and infrastructure is one of the largest industries in the world in terms of volume. It is also one of the most physically risky, financially uncertain, and politically impacted. The industry is highly fragmented since there are few economies...
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Keywords:
Construction;
Infrastructure;
Strategy;
Marketing Strategy;
Competitive Strategy;
Strategic Planning;
Global Range;
Construction Industry
Macomber, John D., and Emrah Ergelen. "Competitive Strategy in International Construction." Harvard Business School Technical Note 221-074, March 2021.
- March 2021
- Case
The U.S. Home Improvement Sector in 2020
By: José Alvarez and David Lane
Provides an overview of the U.S. home improvement sector in 2020, reviewing sources of growth in the decade ending in 2020, with special attention to the impact of COVID-19 on market leaders Home Depot and Lowe’s and the spike in online revenues for both. Also noted...
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Keywords:
Change Management;
Trends;
Leading Change;
Operations;
Organizational Change and Adaptation;
Performance;
Technology;
Construction Industry;
United States
Alvarez, José, and David Lane. "The U.S. Home Improvement Sector in 2020." Harvard Business School Case 521-032, March 2021.
- January 2021 (Revised March 2021)
- Case
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on...
View Details
Keywords:
Data;
Data Analytics;
Artificial Intelligence;
AI;
AI Algorithms;
AI Creativity;
Fashion;
Retail;
Retail Analytics;
E-Commerce Strategy;
Platform;
Platforms;
Big Data;
Preference Elicitation;
Preference Prediction;
Predictive Analytics;
App Development;
"Marketing Analytics";
Advertising;
Mobile App;
Mobile Marketing;
Apparel;
Online Advertising;
Referral Rewards;
Referrals;
Female Ceo;
Female Entrepreneur;
Female Protagonist;
Analytics and Data Science;
Analysis;
Creativity;
Marketing Strategy;
Brands and Branding;
Consumer Behavior;
Demand and Consumers;
Forecasting and Prediction;
Marketing Channels;
Digital Marketing;
Internet and the Web;
Mobile and Wireless Technology;
AI and Machine Learning;
E-commerce;
Fashion Industry;
Fashion Industry;
Fashion Industry;
Fashion Industry;
United States
Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised March 2021.)
- December 2020 (Revised December 2021)
- Case
Komatsu and Smart Construction
By: Rajiv Lal, David J. Collis and Akiko Saito
Komatsu, Japan's leading construction equipment manufacturer, is considering investing in a digital platform "Smart Construction" that will digitise the entire work process on a construction site, allowing for substantial reductions in cost and time while improving...
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Keywords:
Platform;
Digital Business;
Construction;
Business Model;
Strategy;
Technology Adoption;
Online Technology;
Construction Industry;
Japan
Lal, Rajiv, David J. Collis, and Akiko Saito. "Komatsu and Smart Construction." Harvard Business School Case 521-042, December 2020. (Revised December 2021.)