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  • Research Summary

Overview

Michael is interested in research at the intersection of technology and supply chain in corporations, especially retailers. His recent projects have focused on Human-AI collaboration at retailers. View Details
Keywords: Supply Chain Management; Supply Chain; Operations; AI and Machine Learning; Retail Industry
  • March 2023
  • Case

Ransomware Attack at Colonial Pipeline Company

By: Suraj Srinivasan and Li-Kuan Ni
On the morning of May 7, 2021, Colonial Pipeline Company became aware that the company had been the victim of a malicious ransomware attack that had stolen and locked up company data. The extortionists demanded 75 bitcoins (worth about $4.4 million at the time) in... View Details
Keywords: Disruption; Communication; Communication Strategy; Decision Making; Decision Choices and Conditions; Judgments; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governance Controls; Policy; Employees; News; Cybersecurity; Digital Strategy; Information Infrastructure; Information Management; Internet and the Web; Crisis Management; Business or Company Management; Resource Allocation; Risk Management; Negotiation Tactics; Failure; Business and Stakeholder Relations; Attitudes; Behavior; Perception; Reputation; Trust; Public Opinion; Social Issues; Infrastructure; Distribution Industry; United States; Alabama
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Srinivasan, Suraj, and Li-Kuan Ni. "Ransomware Attack at Colonial Pipeline Company." Harvard Business School Case 123-069, March 2023.
  • March 2007 (Revised February 2010)
  • Case

Fabindia Overseas Pvt. Ltd.

By: Mukti Khaire and Prabakar (PK) Kothandaraman
Fabindia is a for-profit Indian retail company with the stated mission of providing employment to weavers and traditional handicraft artisans in rural India. Established in 1960 as an exporter of home furnishings, Fabindia has grown as a consumer-facing retailer of... View Details
Keywords: Business Model; For-Profit Firms; Growth and Development Strategy; Supply Chain; Mission and Purpose; Expansion; Retail Industry; India
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Khaire, Mukti, and Prabakar (PK) Kothandaraman. "Fabindia Overseas Pvt. Ltd." Harvard Business School Case 807-113, March 2007. (Revised February 2010.)
  • May 2010 (Revised January 2014)
  • Case

Water Shortage and Property Investing in Mexico City

By: John D. Macomber, Regina Garcia-Cuellar and Griffin James
A commercial property company evaluates water risks including the government's ability to remedy, the company's operating exposure and mitigation, and whether to relocate because of water risk. A real estate fund manager assesses investment prospects in Mexico City in... View Details
Keywords: Private Equity; Investment; Risk Management; Infrastructure; Privatization; Business and Government Relations; Partners and Partnerships; Financial Services Industry; Real Estate Industry; Utilities Industry; Mexico City
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Macomber, John D., Regina Garcia-Cuellar, and Griffin James. "Water Shortage and Property Investing in Mexico City." Harvard Business School Case 210-085, May 2010. (Revised January 2014.)
  • 15 Oct 2012
  • Research & Ideas

Why Business IT Innovation is so Difficult

prices is that tremendous cost has been taken out of its supply chain and operations by using IT to keep inventory low but still not stock out." That Walmart is secretive about how it manages to so finely... View Details
Keywords: by Maggie Starvish
  • April 2025
  • Case

Techint: Strategic Choices for Community Impact

By: Lauren Cohen, Virak Prum, Kenneth Charman, Pedro Levindo and Mariana Cal
In early 2024 Erika Bienek, Chief Community Relations Officer at Techint, had to decide whether to invest in a new company-owned and operated technical school in Veracruz, Mexico, or invest instead in strengthening the city’s public education system. Techint, a global... View Details
Keywords: Technical Institutes; Community Relations; Social Impact; Argentina; Mexico; Brazil; Conglomerate; Stakeholder Management; Government And Business; Community Impact; Philanthropy; Business Conglomerates; Business Subsidiaries; Business Headquarters; Family Business; Decision Making; Private Sector; Public Sector; Education; Curriculum and Courses; Middle School Education; Secondary Education; Teaching; Training; Learning; Energy; Engineering; Construction; Values and Beliefs; Geography; Global Range; Local Range; Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Government Legislation; Recruitment; Innovation and Invention; Disruptive Innovation; Knowledge; Resource Allocation; Industry Clusters; Infrastructure; Family Ownership; Philanthropy and Charitable Giving; Business and Community Relations; Business and Stakeholder Relations; Business and Government Relations; Creativity; Reputation; Social and Collaborative Networks; Civil Society or Community; Social Issues; Poverty; Strategy; Construction Industry; Education Industry; Energy Industry; Industrial Products Industry; Manufacturing Industry; Steel Industry; Europe; Italy; Latin America; North and Central America; Mexico; North America; United States; South America; Argentina; Buenos Aires; Brazil
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Cohen, Lauren, Virak Prum, Kenneth Charman, Pedro Levindo, and Mariana Cal. "Techint: Strategic Choices for Community Impact." Harvard Business School Case 825-058, April 2025.
  • April 2020 (Revised January 2022)
  • Case

Uber: Competing Globally

By: Alexander J. MacKay, Amram Migdal and John Masko
This case describes Uber’s global market entry strategy and responses by regulators and local competitors. It details Uber’s entry into New York City (New York), Bogotá (Colombia), Delhi (India), Shanghai (China), Accra (Ghana), and London (United Kingdom). In each... View Details
Keywords: Business Ventures; Business Growth and Maturation; Business Model; Geography; Geographic Location; Geographic Scope; Globalization; Global Strategy; Multinational Firms and Management; Globalized Markets and Industries; Governance; Governance Controls; Governing Rules, Regulations, and Reforms; Innovation and Invention; Disruptive Innovation; Innovation Strategy; Law; Management; Growth and Development Strategy; Growth Management; Markets; Demand and Consumers; Consumer Behavior; Network Effects; Emerging Markets; Market Design; Market Entry and Exit; Market Participation; Supply and Industry; Industry Structures; Planning; Strategic Planning; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Labor and Management Relations; Networks; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Expansion; Information Technology; Mobile and Wireless Technology; Digital Platforms; Transportation; Transportation Networks; Transportation Industry; Technology Industry; Africa; Ghana; Asia; China; Shanghai Shi; Shanghai; India; New Delhi; Europe; United Kingdom; England; London; Latin America; North and Central America; United States; New York (city, NY); New York (state, US); South America; Colombia
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MacKay, Alexander J., Amram Migdal, and John Masko. "Uber: Competing Globally." Harvard Business School Case 720-404, April 2020. (Revised January 2022.)
  • Article

Drivers of the Variation in Prosthetic Implant Purchase Prices for Total Knee and Total Hip Arthroplasties

By: Derek A. Haas, Kevin J Bozic, Anthony M. DiGioia, Zirui Song and Robert S. Kaplan
Previous studies have documented wide variation in health-care spending and prices; however, the causes for the variation in supply purchase prices across providers are not well understood. The purpose of this study was to determine the drivers of variation in... View Details
Keywords: Costing; Cost Variation; Total Knee Arthroplasty; Total Hip Arthroplasty; Prosthetic Implant Cost; Health Care and Treatment; Cost Management; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry
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Haas, Derek A., Kevin J Bozic, Anthony M. DiGioia, Zirui Song, and Robert S. Kaplan. "Drivers of the Variation in Prosthetic Implant Purchase Prices for Total Knee and Total Hip Arthroplasties." Journal of Arthroplasty 32, no. 2 (February 2017): 347–350.
  • 2019
  • Article

Time-Driven Activity-Based Cost Analysis for Outpatient Anticoagulation Therapy: Direct Costs in a Primary Care Setting with Optimal Performance

By: Robert S. Kaplan, Rohit A. Bobade, Richard A. Helmers, Thomas M. Jaeger, Laura J. Odell and Derek A. Haas
Objectives: To determine how overall cost of anticoagulation therapy for warfarin compares with that of Novel Oral Anticoagulants (NOACs). Also, to demonstrate a scientific, comprehensive, and an analytical approach to estimate direct costs involved in monitoring and... View Details
Keywords: Time-Driven Activity-Based Costing; Activity Based Costing and Management; Health Care and Treatment; Analysis
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Kaplan, Robert S., Rohit A. Bobade, Richard A. Helmers, Thomas M. Jaeger, Laura J. Odell, and Derek A. Haas. "Time-Driven Activity-Based Cost Analysis for Outpatient Anticoagulation Therapy: Direct Costs in a Primary Care Setting with Optimal Performance." Journal of Medical Economics 22, no. 5 (2019): 471–477.
  • 12 Jul 2010
  • Research & Ideas

Rocket Science Retailing: A Practical Guide

unite partners' objectives for creating a flexible supply chain; benchmark performance against other retailers; and evaluate and manage new technologies. Raman and Fisher provide specific, detailed metrics... View Details
Keywords: by Martha Lagace; Retail; Auto
  • September 2020
  • Case

Drinkworks: Home Bar by Keurig

By: Sunil Gupta, Jonathan Levav and Julia Kelley
In the summer of 2018, Drinkworks CEO Nathaniel Davis needed to make a number of go-to-market decisions ahead of his company’s upcoming product launch. Formed through a joint venture between Keurig Dr. Pepper and Anheuser-Busch InBev, Drinkworks had developed an... View Details
Keywords: Marketing; Marketing Strategy; Product Marketing; Product Launch; Product Positioning; Markets; Bids and Bidding; Demand and Consumers; Consumer Behavior; Market Design; Distribution; Distribution Channels; Product; Product Design; Product Development; Business Model; Customers; Customer Value and Value Chain; Decision Making; Decisions; Goods and Commodities; Innovation and Invention; Technological Innovation; Business or Company Management; Growth and Development Strategy; Research; Research and Development; Strategy; Adoption; Competitive Advantage; Segmentation; Information Technology; Information Infrastructure; Value; Value Creation; Food and Beverage Industry; Consumer Products Industry; North and Central America; United States
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Gupta, Sunil, Jonathan Levav, and Julia Kelley. "Drinkworks: Home Bar by Keurig." Harvard Business School Case 521-010, September 2020.
  • 08 Aug 2016
  • Working Paper Summaries

The Unintended Consequences of the Zero Lower Bound Policy

Keywords: by Marco Di Maggio and Marcin Kacperczyk; Banking
  • June 2014
  • Teaching Note

Lit Motors

By: Thomas Eisenmann
In mid-2012 Lit Motors had created both engineering and design prototypes and conducted initial customer tests on less than $750,000 of investment. Lit Motors' founder, Daniel Kim, had started the company to design and manufacture an efficient electric 2-wheeled... View Details
Keywords: Lean Startup; Prototyping; Electric Vehicle; Urban Vehicle; Customer Test; Gyroscope; Entrepreneurs; Development Stage Enterprises; Creativity; Disruptive Technologies; Consumer Surveys; Market Segmentation; Manufacturing Costs; Entrepreneurship; Auto Industry; United States; California
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Eisenmann, Thomas. "Lit Motors." Harvard Business School Teaching Note 814-120, June 2014.
  • August 2017 (Revised March 2020)
  • Case

Flex Hungary: Launching Production (A)

By: Willy Shih
This case examines design choices in the construction of flow lines. Flow lines are a popular way of arranging production because they are simple and inherently efficient. Equipment or workstations are arranged according to the sequence of steps in which a product is... View Details
Keywords: Manufacturing; Line-balancing; Flow Line; Conveyor-paced Line; Consumer Goods; Consumer Products; Production Management; Production Planning; Production Scheduling; Operations; Production; Management; Supply Chain; Design; Analysis; Goods and Commodities; Consumer Products Industry; Manufacturing Industry; European Union
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Shih, Willy. "Flex Hungary: Launching Production (A)." Harvard Business School Case 618-002, August 2017. (Revised March 2020.)
  • February 2008
  • Case

Campbell Soup Company: Selling Channel Innovation to Customers

Campbell Soup, like most food manufacturers, faced grocery chain and wholesale demand for its goods driven by Campbell's own promotional pricing structure rather than retail consumer demand. Former policies to encourage overstock created huge swings in production and... View Details
Keywords: Information Technology; Distribution Channels; Order Taking and Fulfillment; Manufacturing Industry; Food and Beverage Industry
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Ton, Zeynep. "Campbell Soup Company: Selling Channel Innovation to Customers." Harvard Business School Case 608-141, February 2008.
  • July 2010 (Revised June 2016)
  • Case

Erik Peterson at Biometra (A)

By: John J. Gabarro, Thomas DeLong and Jevan Soo
Describes the problems facing a recent MBA graduate in his job as general manager of a medical device company owned by a parent corporation. Raises issues of corporate divisional relationships and the difficulties facing an inexperienced manager who seems to be... View Details
Keywords: Business Subsidiaries; Leadership; Managerial Roles; Product Launch; Organizational Structure; Problems and Challenges; Medical Devices and Supplies Industry
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Gabarro, John J., Thomas DeLong, and Jevan Soo. "Erik Peterson at Biometra (A)." Harvard Business School Case 411-031, July 2010. (Revised June 2016.)
  • August 2011 (Revised February 2012)
  • Background Note

A Note on Water

By: Robert G. Eccles, Amy C. Edmondson, George Serafeim and Sarah E. Farrell
This note provides background on the complex issues regarding the supply and consumption of water and how this natural resource is at increasing risk, resulting in significant economic, political and environmental issues. View Details
Keywords: Economics; Government and Politics; Demand and Consumers; Supply and Industry; Risk and Uncertainty; Natural Environment; Pollutants; Environmental Sustainability
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Eccles, Robert G., Amy C. Edmondson, George Serafeim, and Sarah E. Farrell. "A Note on Water." Harvard Business School Background Note 412-050, August 2011. (Revised February 2012.)
  • November 1994
  • Case

Electrical Distributors, Inc.

By: David F. Hawkins
The owner of a small electrical supply firm has grown beyond his ability to fund growth with internally generated funds. He seeks a bank loan, which falls short of his needs. View Details
Keywords: Financial Management; Private Equity; Decision Choices and Conditions; Financing and Loans; Borrowing and Debt; Corporate Finance; Apparel and Accessories Industry
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Hawkins, David F. "Electrical Distributors, Inc." Harvard Business School Case 195-149, November 1994.
  • 2021
  • Article

Evidence of Decreasing Internet Entropy: The Lack of Redundancy in DNS Resolution by Major Websites and Services

By: Samantha Bates, John Bowers, Shane Greenstein, Jordi Weinstock, Jonathan Zittrain and Yunhan Xu
This paper analyzes the extent to which the Internet’s global domain name resolution (DNS) system has preserved its distributed resilience given the rise of cloud-based hosting and infrastructure. We explore trends in the concentration of the DNS space since at least... View Details
Keywords: Domain Name System; Resilience; Entropy; Internet and the Web; Infrastructure; Performance Effectiveness; Safety; Cybersecurity
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Bates, Samantha, John Bowers, Shane Greenstein, Jordi Weinstock, Jonathan Zittrain, and Yunhan Xu. "Evidence of Decreasing Internet Entropy: The Lack of Redundancy in DNS Resolution by Major Websites and Services." Journal of Quantitative Description: Digital Media 1 (2021).
  • December 1998 (Revised February 1999)
  • Case

i2 Technologies, Inc.

By: Ananth Raman and Jasjit Singh
Describes the emergence and growth of i2 Technologies and the supply chain planning software industry. In December 1998, i2's market capitalization was in excess of $2 billion; the supply chain planning software industry had annual sales of approximately $1 billion and... View Details
Keywords: Information Technology; Applications and Software; Supply Chain Management; Production; Forecasting and Prediction; Information Technology Industry
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Raman, Ananth, and Jasjit Singh. "i2 Technologies, Inc." Harvard Business School Case 699-042, December 1998. (Revised February 1999.)
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