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  • January 2013 (Revised March 2017)
  • Teaching Note

Luotang Power: Variances Explained (Brief Case)

By: Robert Simons and Craig Chapman
The primary objective is to explore the concepts of variance analysis in performance from one year to the next and the predictability of contracting counterparts to extract value from contract positions where they can. The general manager of a coal-fired power plant... View Details
Keywords: Variance Analysis; Strategy And Execution; Profitability Analysis; Management Control Systems; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; China
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Simons, Robert, and Craig Chapman. "Luotang Power: Variances Explained (Brief Case)." Harvard Business School Teaching Note 913-534, January 2013. (Revised March 2017.)
  • 2011
  • Teaching Note

CSCEC: Transformation and Development (TN)

By: F. Warren McFarlan, Donghong Li and Hong Zhang
In 2001, CSCEC, the largest residential building constructor in China, greeted its new General Manager, Wenjie Sun, who was the President of China Overseas, a Hong Kong-listed subsidiary of CSCEC. In the following 9 years, Sun strived to advance the transformation and... View Details
Keywords: Innovation; Organizational Values; Strategy; Transformations; China; Construction; China
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McFarlan, F. Warren, Donghong Li, and Hong Zhang. "CSCEC: Transformation and Development (TN)." Tsinghua University Teaching Note, 2011.
  • Research Summary

Knowledge flows and capability acquisition

By: Willy C. Shih
Technological advancements are a major source of improvement in competiveness, and a firm’s incentives to invest are diminished when the knowledge generated is involuntarily dispersed to competitors.  While intellectual property rights can moderate this flow to the... View Details
Keywords: Knowledge Aspects Of Strategy; Knowledge Management; Knowledge Spillovers; Knowledge Acquisition; Manufacturing Industry; Biotechnology Industry; Technology Industry; United States; China
  • 2025
  • Working Paper

Too Much, Too Soon? Early Funding, Technological Unconventionality, and Innovation Capabilities

By: Harsh Ketkar and Maria Roche
The availability of financial resources significantly shapes firm innovation outcomes, especially for early-stage, innovation-focused technology firms. However, prior research has provided conflicting findings about this relationship: On the one hand, resource... View Details
Keywords: Startups; Technology Strategy; Novelty; Unconventionality; Resource Constraints; Early Stage Firms; Business Startups; Technological Innovation; Entrepreneurial Finance
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Ketkar, Harsh, and Maria Roche. "Too Much, Too Soon? Early Funding, Technological Unconventionality, and Innovation Capabilities." Harvard Business School Working Paper, No. 25-032, December 2024. (Revised February 2025.)
  • Research Summary

Overview

By: Roberto Verganti
Roberto’s research focuses on how to create innovations that are meaningful for people, for society, and for their creators. He explores how leaders and organizations generate radically new visions, and make those visions come real. His studies lie at the intersection... View Details
Keywords: Integrated Design; Strategy; Design Thinking; Innovation; Artificial Intelligence; Design; Technology; Leadership; Innovation Strategy
  • November 2014
  • Teaching Plan

Diageo: Innovating for Africa

By: David E. Bell, Damien P. McLoughlin, Mary Shelman and Andrew Otazo
This teaching plan is designed to help students understand the challenges and opportunities of launching products and building businesses in developing markets. View Details
Keywords: Africa; Diageo; Nigeria; Kenya; Guiness; Sourcing; Supply Chain; Business Government Relations; Developing Markets; General Management; Agribusiness; Supply Chain Management; Business and Government Relations; Marketing; Developing Countries and Economies; Strategy; Food and Beverage Industry; Africa; Kenya; Nigeria; United Kingdom
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Bell, David E., Damien P. McLoughlin, Mary Shelman, and Andrew Otazo. "Diageo: Innovating for Africa." Harvard Business School Teaching Plan 515-056, November 2014.
  • January 2020 (Revised July 2020)
  • Case

BlackRock: Linking Purpose to Profit

By: Aiyesha Dey
The case revolves around the actions that Barbara Novick, co-founder and Vice-Chair of Blackrock, and Michelle Edkins, Global Head of Investment Stewardship, would need to take in response to the controversial CEO letters from Laurence (Larry) Fink, Chairman and CEO of... View Details
Keywords: Boards Of Directors; Institutional Investors; Disclosure; Transparency; Corporate Purpose; Corporate Profits; ESG; ESG Disclosure Metrics; Corporate Sustainability; Engagement Strategy Of Institutions; Stewardship Role Of Institutions; BlackRock; Corporate Governance; Governing and Advisory Boards; Institutional Investing; Accounting; Corporate Disclosure; Mission and Purpose; Profit; Environmental Sustainability; Climate Change; Diversity; Corporate Accountability; Financial Services Industry; United States
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Deshpandé, Rohit, Aiyesha Dey, and George Serafeim. "BlackRock: Linking Purpose to Profit." Harvard Business School Case 120-042, January 2020. (Revised July 2020.)
  • May 2016
  • Case

OPET: Precision Marketing in Uncertain Times

By: Rajiv Lal, Esel Çekin and Eren Kuzucu
During Timucin Guler’s decade at OPET, a prominent fuel distributor in Turkey, he transformed the definition of marketing in the company. Under Guler’s lead, OPET, once a local player in the downstream distribution market, became the second largest fuel distributor in... View Details
Keywords: Customer Satisfaction; Customer Service; Emerging Market; Focusing On Customers; Competition; Turkey; Loyalty Program; Marketing Strategy; Downstream Distribution; Customer Relationship Management; Energy Industry; Turkey
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Lal, Rajiv, Esel Çekin, and Eren Kuzucu. "OPET: Precision Marketing in Uncertain Times." Harvard Business School Case 516-087, May 2016.
  • 2021
  • Working Paper

Time Dependency, Data Flow, and Competitive Advantage

By: Ehsan Valavi, Joel Hestness, Marco Iansiti, Newsha Ardalani, Feng Zhu and Karim R. Lakhani
Data is fundamental to machine learning-based products and services and is considered strategic due to its externalities for businesses, governments, non-profits, and more generally for society. It is renowned that the value of organizations (businesses, government... View Details
Keywords: Economics Of AI; Value Of Data; Perishability; Time Dependency; Flow Of Data; Data Strategy; Analytics and Data Science; Value; Strategy; Competitive Advantage
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Valavi, Ehsan, Joel Hestness, Marco Iansiti, Newsha Ardalani, Feng Zhu, and Karim R. Lakhani. "Time Dependency, Data Flow, and Competitive Advantage." Harvard Business School Working Paper, No. 21-099, March 2021.
  • February 2024
  • Case

Adventures Inc: 21st Century Brand Building

By: Boris Groysberg and Sarah L. Abbott
Founded in 2020, Adventures worked with celebrities in Brazil to create and launch digitally native brands. The idea was to match the celebrity’s skill in creating content and entertaining fans with Adventures’ skill in consumer packaged goods marketing and operations.... View Details
Keywords: Digital Brand; Influencer Marketing; Growth And Scaling; Capital Constraints; Brand Portfolio Strategy; CPG; Start-up; Celebrity Endorsement; Digital Marketing; Growth and Development Strategy; Entrepreneurship; Advertising; Social Media; Business Startups; Joint Ventures; Brands and Branding; Brazil
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Groysberg, Boris, and Sarah L. Abbott. "Adventures Inc: 21st Century Brand Building." Harvard Business School Case 424-065, February 2024.
  • December 2018
  • Case

Good Energy Group PLC

By: John R. Wells and Benjamin Weinstock
Founded at the end of 1999 by Juliet Davenport and Martin Edwards, Good Energy was the number-two renewable-energy seller in the United Kingdom at the end of 2016, supplying over 71,000 of the country’s 27 million households and small businesses with 100% renewable... View Details
Keywords: Power/Energy; Green Energy; Renewables; Wind Power; Electricity; Power; Strategy Development; Electric Vehicles; Customer Service; Energy Policy; Barriers To Entry; Renewable Energy; Growth and Development Strategy; Competitive Strategy; Business and Government Relations; Problems and Challenges; Strategy; Energy Industry; United Kingdom
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Wells, John R., and Benjamin Weinstock. "Good Energy Group PLC." Harvard Business School Case 719-439, December 2018.
  • Teaching Interest

Overview

Teaching has been a lifelong passion of mine. As the third generation of academics in my family, I see good teaching as a means to give back and to encourage others to share my passion for discovery. I’ve been very lucky to have many teaching opportunities, both as an... View Details
Keywords: Big Data; Technology Strategy; Machine Learning; Data Science; "Marketing Analytics"; Data Visualization; Analysis; Technological Innovation; Innovation and Invention; Intellectual Property; Corporate Strategy; Software; Information Technology; Entrepreneurship; Marketing; Technology Industry; Information Technology Industry; Green Technology Industry; Computer Industry; Advertising Industry
  • May 2016
  • Case

The Inexorable Rise of Walmart? 1988—2016

By: John R. Wells and Gabriel Ellsworth
In October 2015, Walmart surprised investors by announcing that it expected flat sales growth for 2015 and growth of only 3% to 4% over the coming three years. Profits would also fall due to significant investments in people and technology. The company’s stock price... View Details
Keywords: Asda; Costco; David Glass; Convenience Stores; Discount Retailing; Dollar Stores; Doug McMillon; E-commerce; Online Retail; General Merchandise; Grocery; Lee Scott; Mike Duke; Multichannel Retailing; Omnichannel; Neighborhood Market; Sam Walton; Sam's Club; Store Formats; Supercenter; Supermarket; Warehouse Clubs; Merchandising; Walmart; Wal-Mart; Globalized Firms and Management; Competitive Strategy; Corporate Strategy; Growth and Development Strategy; Business Units; Business Divisions; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Film Entertainment; Television Entertainment; Banks and Banking; Price; Profit; Revenue; Food; Global Range; Cross-Cultural and Cross-Border Issues; Global Strategy; Business History; Compensation and Benefits; Employees; Human Capital; Labor Unions; Wages; Business or Company Management; Goals and Objectives; Management Succession; Brands and Branding; Product Positioning; Distribution; Supply Chain; Supply Chain Management; Public Ownership; Problems and Challenges; Labor and Management Relations; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Diversification; Expansion; Segmentation; Information Technology; Internet; Mobile Technology; Online Technology; Web; Web Sites; Retail Industry; Food and Beverage Industry; Distribution Industry; Banking Industry; United States; Arkansas; Bentonville
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Wells, John R., and Gabriel Ellsworth. "The Inexorable Rise of Walmart? 1988—2016." Harvard Business School Case 716-426, May 2016.
  • September 2020 (Revised July 2022)
  • Technical Note

Algorithmic Bias in Marketing

By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeting; Targeted Advertising; Pricing Algorithms; Ethical Decision Making; Customer Heterogeneity; Marketing; Race; Ethnicity; Gender; Diversity; Prejudice and Bias; Marketing Communications; Analytics and Data Science; Analysis; Decision Making; Ethics; Customer Relationship Management; E-commerce; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020. (Revised July 2022.)
  • August 2022
  • Supplement

Zalora: Data-Driven Pricing Recommendations

By: Ayelet Israeli
This exercise can be used in conjunction with the main case "Zalora: Data-Driven Pricing" to facilitate class discussion without requiring data analysis from the students. Instead, the exercise presents reports that were created by the data science team to answer the... View Details
Keywords: Pricing; Pricing Algorithms; Dynamic Pricing; Ecommerce; Pricing Strategy; Pricing And Revenue Management; Apparel; Singapore; Startup; Demand Estimation; Data Analysis; Data Analytics; Exercise; Price; Internet and the Web; Apparel and Accessories Industry; Retail Industry; Fashion Industry; Singapore
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Israeli, Ayelet. "Zalora: Data-Driven Pricing Recommendations." Harvard Business School Supplement 523-032, August 2022.
  • September 2023
  • Case

The Meteoric Rise of Skims

By: Ayelet Israeli, Jill Avery and Leonard A. Schlesinger
Since its founding in 2019 by Kim Kardashian and Jens Grede, Skims, a solutions-oriented brand creating the next generation of underwear, loungewear, and shapewear with an eye toward body-type and skin-tone inclusivity, has experienced a meteoric rise. Kardashian, who... View Details
Keywords: Brand; Branding; Direct-to-consumer; DTC; Influencers; Influencer Marketing; Fashion; Growth; Direct Marketing; Influence; Reputation; Social Inference; Consumer Goods; Consumer Products; Female Entrepreneur; Female Protagonist; Entrepreneurship And Strategy; Brand & Product Management; Competitive Advantage; Online Followers; Retail; Retail Formats; Retailing; Online Retail; Celebrities; Celebrity; Celebrity Endorsement; Go To Market Strategy; Apparel; Startup Marketing; Startups; Social Influencers; Brands and Branding; Growth and Development Strategy; Growth Management; Distribution Channels; Digital Marketing; Advertising; Power and Influence; Social Media; Fashion Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Israeli, Ayelet, Jill Avery, and Leonard A. Schlesinger. "The Meteoric Rise of Skims." Harvard Business School Case 524-023, September 2023.
  • October 1992 (Revised December 1993)
  • Case

Vanguard Group, Inc. (A)

By: Jay O. Light
Deals with the general mission and strategy of a large mutual fund complex. View Details
Keywords: Investment Funds; Business Strategy; Mission and Purpose; Financial Services Industry
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Light, Jay O. "Vanguard Group, Inc. (A)." Harvard Business School Case 293-064, October 1992. (Revised December 1993.)
  • 26 Aug 2013
  • Lessons from the Classroom

Built for Global Competition from the Start

Thanks to the Internet, entrepreneurs are no longer confined to a local geography when building a new business—the world can be their market from day one. But building a startup as a global business requires managers with skills and View Details
Keywords: by Kim Girard; Education
  • 09 May 2023
  • Cold Call Podcast

Can Robin Williams’ Son Help Other Families Heal Addiction and Depression?

Keywords: Re: Lauren H. Cohen; Health; Entertainment & Recreation
  • March 2014
  • Case

Babcock International Plc

By: John R. Wells and Galen Danskin
In 2013, Babcock International Plc (Babcock) was the largest engineering services provider in the UK with sales of over £3 billion. Under the leadership of CEO Peter Rogers, Babcock had grown revenues and profits nearly tenfold over the previous decade as it benefited... View Details
Keywords: Strategic Change; Strategy And Leadership; Diversification; United Kingdom; Military; Nuclear Power; Nuclear; Engineering And Construction; Conglomerates; Strategic Planning; Competitive Strategy; Global Strategy; Corporate Strategy; Construction Industry; Energy Industry; United Kingdom
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Wells, John R., and Galen Danskin. "Babcock International Plc." Harvard Business School Case 714-496, March 2014.
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