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  • October 2021 (Revised June 2022)
  • Case

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli
PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details
Keywords: Artificial Intelligence; Pricing; Pricing Algorithm; Pricing Decisions; Pricing Strategy; Pricing Structure; Promotion; Promotions; Online Marketing; Data-driven Decision-making; Data-driven Management; Retail; Retail Analytics; AI; Price; Advertising Campaigns; Analytics and Data Science; Analysis; Digital Marketing; Budgets and Budgeting; Marketing Strategy; Marketing; Transformation; Decision Making; AI and Machine Learning; Retail Industry; Italy
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Israeli, Ayelet. "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion." Harvard Business School Case 522-046, October 2021. (Revised June 2022.)
  • 11 Sep 2017
  • Working Paper Summaries

A Historical Approach to Clustering in Emerging Economies

Keywords: by Valeria Giacomin
  • October 1995
  • Case

Groupe Danone Prepares for the Next Century

By: Ray A. Goldberg and Elizabeth Ashcroft
Danone is the largest food company in France and is in the top ten in the world, but most of its activity is in France, Spain, and Italy. How does it become a global company? Should it? How does it leverage its leadership in yogurt, biscuits, and mineral water? View Details
Keywords: Decision Choices and Conditions; Global Strategy; Goods and Commodities; Marketing Strategy; Strategic Planning; Expansion; Food and Beverage Industry
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Goldberg, Ray A., and Elizabeth Ashcroft. "Groupe Danone Prepares for the Next Century." Harvard Business School Case 596-054, October 1995.
  • Spring 2023
  • Article

Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field

By: Wei Cai, Susanna Gallani and Jee-Eun Shin
This study examines how the design of incentive contracts for tasks defined as workers’ official responsibilities (i.e., standard tasks) influences workers’ propensity to engage in employee-initiated innovation (EII). EII corresponds to innovation activities that are... View Details
Keywords: Employee-initiated Innovation; Contract Design; Rank-and-file; Extra-role Behaviors; Compensation and Benefits; Motivation and Incentives; Innovation and Management
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Cai, Wei, Susanna Gallani, and Jee-Eun Shin. "Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field." Contemporary Accounting Research 40, no. 1 (Spring 2023): 292–323.
  • April 2011
  • Article

Ownership Structure and the Cost of Corporate Borrowing

By: Chen Lin, Yue Ma, Paul Malatesta and Yuhai Xuan
This article identifies an important channel through which excess control rights affect firm value. Using a new, hand-collected data set on corporate ownership and control of 3,468 firms in 22 countries during the 1996-2008 period, we find that the cost of debt... View Details
Keywords: Borrowing and Debt; Cash Flow; Cost; Financing and Loans; Governance Controls; Ownership Stake; Business and Shareholder Relations
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Lin, Chen, Yue Ma, Paul Malatesta, and Yuhai Xuan. "Ownership Structure and the Cost of Corporate Borrowing." Journal of Financial Economics 100, no. 1 (April 2011): 1–23. (Lead Article. First Place Winner of the 2011 Jensen Prize for the Best Paper in the Areas of Corporate Finance and Organizations published in the Journal of Financial Economics.)
  • May 2020 (Revised October 2021)
  • Case

Valuing Peloton

By: E. Scott Mayfield
Peloton Interactive, a well-known venture-capital-backed unicorn in the connected fitness space, recently had gone public with a market capitalization of over $8.0 billion. However, in the weeks following its public debut, Peloton’s stock price had fallen by over 25%.... View Details
Keywords: Business Model; Public Equity; Initial Public Offering; Disruptive Innovation; Business Strategy; Valuation; Entertainment and Recreation Industry; United States
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Mayfield, E. Scott. "Valuing Peloton." Harvard Business School Case 220-060, May 2020. (Revised October 2021.)
  • 02 Feb 2018
  • Working Paper Summaries

Last Place Aversion in Queues

Keywords: by Ryan W. Buell; Retail
  • 17 Dec 2015
  • Working Paper Summaries

Observability Increases the Demand for Commitment Devices

Keywords: by Christine Exley & Jeffrey Naecker
  • March 2023 (Revised January 2025)
  • Case

Wilshire Lane Capital

By: Jeffrey J. Bussgang, Lindsay N. Hyde and Stacy Straaberg
In September 2021, Adam Demuyakor (MBA 2017) was faced with decisions about how to launch his venture capital (VC) investment firm. His previous investment activities were a series of angel investments and special purpose vehicles alongside two part-time general... View Details
Keywords: Ownership Stake; Investment Funds; Venture Capital; Business and Shareholder Relations; Real Estate Industry; Technology Industry; Los Angeles; California; United States
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Bussgang, Jeffrey J., Lindsay N. Hyde, and Stacy Straaberg. "Wilshire Lane Capital." Harvard Business School Case 823-062, March 2023. (Revised January 2025.)
  • 2015
  • Chapter

Thirty Years of Evolution in the Roles of Institutional Investors in Corporate Governance

By: John C. Coates
This chapter presents evidence that shifts in the composition and roles of institutions have been at least as important, if not more so, than aggregate increases in institutional ownership. Over the past 30 years, institutions have come to play more varied roles in... View Details
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Coates, John C. "Thirty Years of Evolution in the Roles of Institutional Investors in Corporate Governance." In Research Handbook on Shareholder Power, edited by Jennifer Hill and Randall Thomas, 79–98. Edward Elgar Publishing, 2015.
  • May 2010
  • Case

Clayton Industries, Inc.: Peter Arnell, Country Manager for Italy

By: Christopher A. Bartlett and Benjamin H. Barlow
Clayton Industries, a sixty-year-old U.S.-based firm in the HVAC industry (heating, ventilation, and air conditioning), with nearly $1 billion in revenues, has gradually built a presence in a number of countries, including several in Europe. Peter Arnell, previously... View Details
Keywords: Business Subsidiaries; Multinational Firms and Management; Organizational Structure; Corporate Strategy; Problems and Challenges; Conflict and Resolution; Sales; Cross-Cultural and Cross-Border Issues; Manufacturing Industry; Consumer Products Industry; Wisconsin; Italy; United Kingdom
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Bartlett, Christopher A., and Benjamin H. Barlow. "Clayton Industries, Inc.: Peter Arnell, Country Manager for Italy." Harvard Business School Brief Case 104-199, May 2010.
  • September 2009
  • Case

The Risk Management Foundation of the Harvard Medical Institutions, Inc.

By: Richard M.J. Bohmer, Stephen P. Bradley and Natalie Kindred
Through its uniquely proactive approach to medical malpractice risk management, the Risk Management Foundation (RMF) has decreased claims—and premiums—for the Harvard hospitals it insures. The RMF is the captive medico-legal insurer of the Harvard medical institutions... View Details
Keywords: Cost Management; Insurance; Health Care and Treatment; Risk Management; Performance Improvement; Safety; Health Industry; Insurance Industry; Boston
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Bohmer, Richard M.J., Stephen P. Bradley, and Natalie Kindred. "The Risk Management Foundation of the Harvard Medical Institutions, Inc." Harvard Business School Case 610-014, September 2009.
  • Research Summary

Macroeconomic management

By: Richard H.K. Vietor
Richard H. K. Vietor has been studying how national governments foster economic development and compete in a globalized economy. He has been researching these activities in ten countries, publishing the results first in 2007, in a book entitled How Countries... View Details
  • January 2022
  • Case

Somatus: Value-Based Kidney Care (A)

By: Ariel D. Stern, Robert S. Huckman and Sarah Mehta
When Dr. Ikenna Okezie founded Somatus, a value-based kidney care provider, his goal had been nothing short of transforming kidney care delivery in the United States. Rather than relying on dialysis, a costly and intensive treatment for late-stage kidney disease, the... View Details
Keywords: Business Startups; Disruption; Entrepreneurship; Health; Health Care and Treatment; Health Disorders; Medical Specialties; Innovation and Invention; Disruptive Innovation; Management; Strategy; Business Strategy; Value; Value Creation; Health Industry; United States; Virginia
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Stern, Ariel D., Robert S. Huckman, and Sarah Mehta. "Somatus: Value-Based Kidney Care (A)." Harvard Business School Case 622-009, January 2022.
  • August 2019 (Revised March 2022)
  • Case

Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart

By: Elie Ofek and Danielle Golan
Launching its first products in the fall of 2016 in New York, insurtech startup Lemonade was on a mission to disrupt the insurance market by using AI and behavioral economics principles. The company offered renters, homeowners, and condo insurance and mainly targeted... View Details
Keywords: AI; Business Startups; Insurance; Technological Innovation; Business Model; Disruption; Brands and Branding; Growth and Development Strategy; Global Strategy; Decision Making; Insurance Industry; Technology Industry
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Ofek, Elie, and Danielle Golan. "Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart." Harvard Business School Case 520-020, August 2019. (Revised March 2022.)
  • 2019
  • Chapter

Product Market Strategy

By: Anoop Menon and Dennis Yao
Product market strategy is the collection of choices, actions and activities of a firm that determines how it positions itself in its product markets, and allows it to achieve and maintain a COMPETITIVE ADVANTAGE. This article examines product market strategy from the... View Details
Keywords: Product Positioning; Competitive Advantage
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Menon, Anoop, and Dennis Yao. "Product Market Strategy." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, October 2013.)
  • 20 Dec 2013
  • Working Paper Summaries

Zooming In: A Practical Manual for Identifying Geographic Clusters

Keywords: by Juan Alcácer & Minyuan Zhao
  • May 2007
  • Article

Location Strategies and Knowledge Spillovers

By: Juan Alcacer and Wilbur Chung
Given the importance of proximity for knowledge spillovers, we examine firms' location choices expecting differences in firms' strategies. Firms will locate to maximize their net spillovers as a function of locations' knowledge activity, their own capabilities, and... View Details
Keywords: Business Strategy; Corporate Strategy; For-Profit Firms; Knowledge Management; Research and Development; Organizational Change and Adaptation; Disruptive Innovation; Five Forces Framework; Cost Management; Technology; Competition; United States
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Alcacer, Juan, and Wilbur Chung. "Location Strategies and Knowledge Spillovers." Management Science 53, no. 5 (May 2007): 760–776.
  • Article

On the Optimal Structure of Liability Laws

By: Jerry R. Green
We consider the control of tvo-party accidents through the use of liability rules that assign damages according to whether or not predetermined standards for care have been met. Particular emphasis is given to how the differential in the costs of accident avoidance... View Details
Keywords: Legal Liability; Law
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Green, Jerry R. "On the Optimal Structure of Liability Laws." Bell Journal of Economics 7, no. 2 (Fall 1976): 553–574.
  • February 2024
  • Supplement

ReNew (B): A New Direction

By: Gunnar Trumbull and Malini Sen
The global renewables sector was in a slump, but the Indian market was booming. India’s largest renewable electricity generator, ReNew, faced a dilemma: it traded on the Nasdaq in New York, but saw huge opportunity in the Indian market. In response, CEO Sumant Sinha... View Details
Keywords: Energy Generation; Renewable Energy; Entrepreneurship; Forecasting and Prediction; Trends; Transformation; Private Ownership; Environmental Sustainability; Mission and Purpose; Expansion; Market Entry and Exit; Energy Industry; Asia; India
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Trumbull, Gunnar, and Malini Sen. "ReNew (B): A New Direction." Harvard Business School Supplement 724-032, February 2024.
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