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  • All HBS Web  (2,344)
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  • 2021
  • Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
  • January 2019 (Revised January 2021)
  • Case

KITEA (A): Democratizing Furniture in Morocco

By: Ramon Casadesus-Masanell and Gamze Yucaoglu
The case opens in 2013 as Amine Benkirane, founder and CEO of the leading Moroccan furniture company KITEA, contemplates the loss his company has incurred for the first time in its 20-year history. The case then describes KITEA’s origins and provides a detailed... View Details
Keywords: Retail; KITEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Model; Business Strategy; Strategic Planning; Strategy; Competitive Strategy; Adaptation; Corporate Strategy; Competitive Advantage; Retail Industry; Africa; Morocco
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Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (A): Democratizing Furniture in Morocco." Harvard Business School Case 719-420, January 2019. (Revised January 2021.)
  • August 2012 (Revised March 2015)
  • Case

Egypt: Turbulence, and Transition?

By: Diego Comin, Mohamed Heikal and Adam Said
The case goes over the evolution of politics and institutions in Egypt over the last 50 years. The case provides new insights on the reasons for violent political transitions and also explores the effects of political instability on productivity and competitiveness. View Details
Keywords: Institutional Change; Military; Competitiveness; Democracy; Revolution; Productivity; History; Transition; Economic Systems; Competition; War; Performance Productivity; Organizations; Government and Politics; Volatility; Egypt
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Comin, Diego, Mohamed Heikal, and Adam Said. "Egypt: Turbulence, and Transition?" Harvard Business School Case 713-014, August 2012. (Revised March 2015.)
  • March 2016 (Revised November 2021)
  • Teaching Note

T-Mobile in 2013: The Un-Carrier

By: John Beshears and Francesca Gino
By 2013, the U.S. wireless industry was in the midst of a costly transition. As consumers began to embrace more sophisticated mobile devices, the industry's four main players spent heavily to improve their infrastructures for providing reliable high-speed data... View Details
Keywords: Wireless Industry; Telecommunications; Mobile; Service Contracts; Behavioral Economics; Add-on Fees; Shrouded Attributes; Contracts; Competitive Strategy; Consumer Behavior; Infrastructure; Mobile and Wireless Technology; Telecommunications Industry; United States
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Beshears, John, and Francesca Gino. "T-Mobile in 2013: The Un-Carrier." Harvard Business School Teaching Note 916-048, March 2016. (Revised November 2021.)
  • 2013
  • Working Paper

Entrepreneurs, Firms and Global Wealth since 1850

By: G. Jones
This working paper integrates the role of entrepreneurship and firms into debates on why Asia, Latin America and Africa were slow to catch up with the West following the Industrial Revolution and the advent of modern economic growth. It argues that the currently... View Details
Keywords: Institutional Change; Political Economy; Emerging Economies; Developing Countries; Industrial Development; Culture; Human Capital; Economic History; History; Wealth and Poverty; Business History; Emerging Markets; Globalization; Developing Countries and Economies; Manufacturing Industry; Mining Industry; Service Industry; Latin America; Asia; North and Central America; Africa; South America; Europe
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Jones, G. "Entrepreneurs, Firms and Global Wealth since 1850." Harvard Business School Working Paper, No. 13-076, March 2013.
  • June 2013 (Revised March 2014)
  • Technical Note

Strategic Complements and Substitutes

By: Eric Van den Steen
The framework of strategic complements and substitutes can help companies anticipate competitors' responses. It is particularly helpful in deciding on price- or capacity-commitments (or pre-emption), but it can provide more general guidance for analyzing the potential... View Details
Keywords: Competition; Strategic Substitutes; Strategic Complements; Puppy Dog Strategy; Competitive Strategy; Game Theory; Strategy; Economics
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Van den Steen, Eric. "Strategic Complements and Substitutes." Harvard Business School Technical Note 713-542, June 2013. (Revised March 2014.)
  • March 2022 (Revised June 2023)
  • Background Note

Climate Issues on the Ground: Snapshots of Diverse American Cities

By: Rosabeth Moss Kanter, Coelin Scibetta and Ryan Barr
This compilation provides brief snapshots of climate action and its geographic and institutional context in 13 U.S. cities that send diverse participants to the Harvard Business School Young American Leaders Program to learn about cross-sector collaboration to address... View Details
Keywords: Cities; Ecosystems; Cross-sector Collaboration; Green Business; U.S. Competitiveness; Economic Sectors; City; Climate Change; Leadership; Change; Boston; Detroit; Minneapolis; Pittsburgh; San Jose; Seattle
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Kanter, Rosabeth Moss, Coelin Scibetta, and Ryan Barr. "Climate Issues on the Ground: Snapshots of Diverse American Cities." Harvard Business School Background Note 322-102, March 2022. (Revised June 2023.)
  • June 2016 (Revised March 2017)
  • Case

Global Wine War 2015: New World Versus Old

By: Christopher A. Bartlett and Sarah McAra
This case contrasts the tradition-bound Old World wine industry with the market-oriented New World producers in the battle for the Chinese wine market in 2015. China’s wine consumption growth presented a large and fast-growing export target that was extremely... View Details
Keywords: Competitive Advantage; Government Regulation; Industry Analysis; International Business; International Marketing; Market Entry; Exports; Business And Government Relations; China; Europe; France; Australia; Trade; Global Strategy; Governing Rules, Regulations, and Reforms; Consumer Behavior; Market Entry and Exit; Competition; Food and Beverage Industry; France; Europe; Australia; China
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Bartlett, Christopher A., and Sarah McAra. "Global Wine War 2015: New World Versus Old." Harvard Business School Case 916-415, June 2016. (Revised March 2017.)
  • February 2008 (Revised December 2023)
  • Case

Digital Music: From MP3 to Streaming

By: Willy Shih
The emergence of the MP3 file-based music format not only disrupted the market for portable audio players, it also impacted the business models of major record labels. Modularity, and the commoditization spillover enabled by modularity in the personal computer... View Details
Keywords: Recording; Digital Devices; Digital Media; Digital Music; Digital; Digital Economics; Consumer Electronics; Customer Value and Value Chain; Disruptive Innovation; Technological Innovation; Information Technology; Music Industry; Technology Industry; Electronics Industry; United States
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Shih, Willy. "Digital Music: From MP3 to Streaming." Harvard Business School Case 608-119, February 2008. (Revised December 2023.)
  • September 2014 (Revised March 2015)
  • Case

Managing Multi-Media Audiences at WHDH (Boston)

By: Thales Teixeira and V. Kasturi Rangan
WHDH's Channel 7 News rose to the #1 position in Boston-area news broadcasting through its embrace of an innovative format and for affiliating with NBC. Since the early 2000s, however, other news programs had copied their format, and young audiences had begun to use... View Details
Keywords: Online News; Television Advertising; Attention Economics; Cross-media Efforts; Competition; Internet and the Web; Consumer Behavior; Organizational Change and Adaptation; Change Management; Marketing Strategy; Decision Choices and Conditions; Digital Marketing; Television Entertainment; Media and Broadcasting Industry; Boston
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Teixeira, Thales, and V. Kasturi Rangan. "Managing Multi-Media Audiences at WHDH (Boston)." Harvard Business School Case 515-037, September 2014. (Revised March 2015.)
  • 2013
  • Article

How Concentrated Is the U.S. Advertising and Marketing Services Industry? Myth vs. Reality

By: Alvin J. Silk and Charles King III
We analyze changes in concentration levels in the U.S. Advertising and Marketing Services industry using data from the U.S. Census Bureau's quinquennial Economic Census and the Service Annual Survey. These data, heretofore largely ignored, allow us to redress some of... View Details
Keywords: Concentration Levels; Data; U.S. Census Bureau’s Quinquennial Economic Census And The Service Annual Survey; Measurement Problems; Herfindahl-Hirschman Index; Concentration Ratios; Advertising; Advertising Industry; North and Central America
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Silk, Alvin J., and Charles King III. "How Concentrated Is the U.S. Advertising and Marketing Services Industry? Myth vs. Reality." Journal of Current Issues & Research in Advertising 34, no. 1 (2013): 166–193.
  • 2019
  • Working Paper

U.S. Antitrust Law and Policy in Historical Perspective

By: Laura Phillips Sawyer
The key pieces of antitrust legislation in the United States—the Sherman Antitrust Act of 1890 and the Clayton Act of 1914—contain broad language that has afforded the courts wide latitude in interpreting and enforcing the law. This article chronicles the judiciary’s... View Details
Keywords: Antitrust; Trusts; Restraint Of Trade; Merger; Cartel; New Deal; Harvard School; Chicago School Of Law And Economics; Post-Chicago; Law; Competition; Policy; Vertical Integration; Horizontal Integration; Acquisition
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Phillips Sawyer, Laura. "U.S. Antitrust Law and Policy in Historical Perspective." Harvard Business School Working Paper, No. 19-110, May 2019. (Revised September 2019.)
  • 2021
  • Working Paper

The Changing Role of Business in Society

By: Michael E. Porter
Business interaction with the U.S. government, historically based on securing industry or company special interests at the expense of the public good, has enabled and furthered government dysfunction. Gridlock within the American political system has precluded the... View Details
Keywords: Politics; Shared Value; Social Progress Index; Competitiveness; Walmart; BlackRock; ESG (Environmental, Social, Governance) Performance; ESG; Transparency; Campaign Contributions; Campaign Finance; Lobbying; Revolving Door; Political Ideology; Political Parties; Political Partisanship; Government And Business; Government Innovation; Elections; Democracy; Capitalism; Stakeholder Capitalism; Shareholder Engagement; Competition; Strategy; Government and Politics; Society; Social Issues; Human Needs; Wealth and Poverty; Business and Community Relations; Business and Government Relations; Corporate Accountability; Financial Services Industry; Banking Industry; United States
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Porter, Michael E. "The Changing Role of Business in Society." Working Paper, July 2021.

    Michael E. Porter

    Michael Porter is an economist, researcher, author, advisor, speaker and teacher. Throughout his career at Harvard Business School, he has brought economic theory and strategy concepts to bear on many of the most challenging problems facing corporations, economies... View Details

    Keywords: biotechnology; e-commerce industry; health care; information; information technology industry; internet; nonprofit industry; service industry; state government
    • February 2019
    • Supplement

    KITEA: Democratizing Furniture in Morocco (PowerPoint supplement)

    By: Ramon Casadesus-Masanell
    This PowerPoint accompanies the KITEA cases and the associated teaching note. The KITEA series of cases (A-F) details how the Moroccan furniture company KITEA prepared for the entry of IKEA into the Moroccan market and describes the outcome of that entry. View Details
    Keywords: KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Model; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Retail Industry; Africa; North Africa; Morocco
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    Casadesus-Masanell, Ramon. "KITEA: Democratizing Furniture in Morocco (PowerPoint supplement)." Harvard Business School PowerPoint Supplement 719-807, February 2019.
    • March 2019
    • Supplement

    KITEA (F): Expanding in Africa

    By: Ramon Casadesus-Masanell and Gamze Yucaoglu
    he case opens in 2018 after KITEA has recorded two years of double-digit sales growth following IKEA’s entry into the Moroccan market. It then traces the factors that contributed to KITEA’s success and that led Tana Africa Capital Limited to acquire a minority stake in... View Details
    Keywords: Retail; KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Success; Expansion; Strategy; Retail Industry; Africa; North Africa; Morocco
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    Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (F): Expanding in Africa." Harvard Business School Supplement 719-423, March 2019.
    • Teaching Interest

    Overview

    By: Willy C. Shih
    Professor Shih has taught the Technology and Operations Management (TOM) course and FIELD Global Immersion in the first-year MBA required curriculum. He also has taught Building and Sustaining a Successful Enterprise (BSSE) in the second-year MBA curriculum, as well as... View Details
    Keywords: Supply Chain Management; Operations Management; Operations Strategy; Globalization Of Supply Chain; Competitiveness; Globalization; Trade; Operations; Manufacturing Industry; Transportation Industry; United States; China; Europe; Japan
    • March 2017
    • Article

    Challenges for Empirical Research on RPM

    By: Alexander MacKay and David A. Smith
    This article discusses the empirical challenges that researchers face when demonstrating the existence and effects of resale price maintenance (RPM). We outline three approaches for finding price effects of RPM and the corresponding hurdles in data and methodology. We... View Details
    Keywords: Antitrust Issues And Policies; Antitrust Law; Resale Price Maintenance; Welfare Economics; Price; Competition; Research
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    MacKay, Alexander, and David A. Smith. "Challenges for Empirical Research on RPM." Review of Industrial Organization 50, no. 2 (March 2017): 209–220.
    • March 2019
    • Supplement

    KITEA (B): Getting Ready to Face IKEA

    By: Ramon Casadesus-Masanell and Gamze Yucaoglu
    The case opens in September 2015, when IKEA is about to open its first store in Morocco. It then chronicles the efforts of KITEA CEO Amine Benkirane and his son Othman between 2013 and 2015 to prepare KITEA for IKEA’s entry. After incurring losses for the first time in... View Details
    Keywords: Retail; KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Business Model; Market Entry and Exit; Retail Industry; Morocco; Africa; North Africa
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    Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (B): Getting Ready to Face IKEA." Harvard Business School Supplement 719-421, March 2019.
    • April 22, 2015
    • Editorial

    One Way To Help Greece Recover: Help Greek Companies Obtain Financing

    By: George Serafeim
    Keywords: Europe; European Union; Eurozone; Politics; Government; Government And Business; Competitiveness; Country Analysis; Country Strategy; Finance; Competition; Financing and Loans; Financial Crisis; Business and Government Relations; European Union; Greece
    Citation
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    Serafeim, George. "One Way To Help Greece Recover: Help Greek Companies Obtain Financing." Forbes.com (April 22, 2015).
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