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July 16, 2016
Article

A Game Theoretic Model for Resource Allocation Among Countermeasures with Multiple Attributes

By: Elisabeth C. Paulson, Igor Linkov and Jeffrey Keisler

We study a strategic, two-player, sequential game between an attacker and defender. The defender must allocate resources amongst possible countermeasures and across possible targets. The attacker then chooses a type of threat and a target to attack. This paper proposes... View Details

Keywords: Resource Allocation; Game Theory; Strategy

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2009
Other Unpublished Work

Clusters and Economic Policy: Aligning Public Policy with the New Economics of Competition

By: Michael E. Porter

The fundamental goal of economic policy is to enhance competitiveness, which is reflected in the productivity with which a nation or region utilizes its people, capital, and natural endowments to produce valuable goods and services. High and rising productivity,... View Details

Keywords: Economics

December 2000 (Revised February 2002)
Case

Pine Street Capital

A technology hedge fund is trying to decide whether and/or how to hedge equity market risk. Its hedging choices are short-selling and options. The fund has just gone through one of the most volatile periods in NASDAQ's history, it is trying to decide whether it should... View Details

Keywords: Risk Management; Investment Funds

July 1979 (Revised August 2019)
Background Note

Note on Taxation

By: William J. Poorvu, Arthur I Segel, Glenn S. Miller, Michael D. Kummer, Charles F. Wu, Po Sit and Joseph M. Gerstel

Every real-estate transaction is affected by the tax consequences that result from its form and substance. Structuring a transaction without a thorough understanding of its tax considerations is likely to reduce the transaction's potential value. The failure to utilize... View Details

Keywords: Property; Taxation; Investment

Research Summary

Dynamic Demand Estimation in Platform and Two-Sided Markets

This paper develops techniques to structurally estimate consumer demand in general platform-intermediated and two-sided markets. By estimating both sides of the market simultaneously, the methodology presented here is able to (1) endogenize the utility of a platform as... View Details

August 2023
Case

Stay or Go? Sarah Reynolds at Kensington Partners

By: David G. Fubini, Amr Seifeldin and Patrick Sanguineti

Sarah Reynolds, a Partner at the global Kensington Partners strategy consulting firm, has headed the firm's Telecommunications Group for a few years. Thanks to her stellar track record with clients, she has brought the group, and herself, a range of accolades and... View Details

Keywords: Consulting; Consulting Firms; Client Service; Career Management; Success; Time Management; Decision Choices and Conditions; Personal Development and Career

Winter 2014
Article

Retail Inventory: Managing the Canary in the Coal Mine!

By: Vishal Gaur, Saravanan Kesavan and Ananth Raman

Retail inventory is a statistic that is closely watched by retailers as well as their investors, lenders, and suppliers. Retailers not only benefit from inventory, but also bear the cost of excess inventory. Investors, lenders, and suppliers interpret this statistic... View Details

Keywords: Financial Condition; Retail Industry

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2019
Article

Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity

By: Maryam Ghasemaghaei and Goran Calic

Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details

Keywords: Big Data; Analytics and Data Science; Decisions; Quality

Article

Multilateral Matching

By: John William Hatfield and Scott Duke Kominers

We introduce a matching model in which agents engage in joint ventures via multilateral contracts. This approach allows us to consider production complementarities previously outside the scope of matching theory. We show analogues of the first and second welfare... View Details

Keywords: Matching; Stability; Competitive Equilibrium; Core; Networks; Competition; Joint Ventures; Balance and Stability; Groups and Teams; Entrepreneurship

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June 2011
Background Note

It's a Social World

By: Stephen P. Bradley and Nancy Bartlett

Social media had fashioned the lives of individuals and communities by 2010, providing an opportunity and a challenge for companies of all sizes. This note provides background on various social media (e.g. social networks, forums, games and communication services) and... View Details

Keywords: Customer Relationship Management; Brands and Branding; Marketing Strategy; Media; Service Operations; Sales; Opportunities; Corporate Strategy; Web

26 Sep 2017
Working Paper Summaries

Merchants and the Origins of Capitalism

Keywords: by Sophus A. Reinert and Robert Fredona

March 2008
Exercise

Exercise: Challenging Operational Assumptions

By: Frances X. Frei

This exercise provides students with an opportunity to thoroughly test an operating assumption. Students state an assumption as a testable hypothesis, collect and analyze relevant data, and communicate the results. At HBS, it is incorporated in a second-year elective... View Details

Keywords: Customers; Employees; Knowledge Acquisition; Knowledge Use and Leverage; Service Operations; Performance Improvement

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January 2021 (Revised March 2022)
Case

Arçelik: From a Dealer Network to an Omnichannel Experience

By: Ayelet Israeli and Fares Khrais

Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in... View Details

29 May 2008
Working Paper Summaries

Some Neglected Axioms in Fair Division

Keywords: by John W. Pratt

2008
Working Paper

Some Neglected Axioms in Fair Division

By: John W. Pratt

Conditions one might impose on fair allocation procedures are introduced. Nondiscrimination requires that agents share an item in proportion to their entitlements if they receive nothing else. The "price" procedures of Pratt (2007), including the Nash... View Details

Keywords: Resource Allocation; Valuation; Price; Cost

March 1, 2021
Article

Transitioning to Clean Energy Transportation Services: Life-cycle Cost Analysis for Vehicle Fleets

By: Stephen Comello, Gunther Glenk and Stefan Reichelstein

Comprehensive global decarbonization requires that transportation services cease to rely on fossil fuels for power generation. This paper develops a generic, time-driven life-cycle cost model for mobility services to address two closely related questions central to the... View Details

2018
Chapter

Behavioral Empirics and Field Experiments

By: Maria Ibanez and Bradley R. Staats

As the study of behavioral operations has continued to grow, an increasing number of researchers are turning to the field (e.g., conducting observational studies or natural or field experiments) to push deeper in order to find the answers to relevant behavioral... View Details

Keywords: Behavioral Operations; Empirical Operations; Empirical Operations Management; Field Experiments; Behavior; Operations; Management; Research

September 2013 (Revised March 2014)
Case

Progress Energy and Duke Energy (A)

By: Guhan Subramanian and Charlotte Krontiris

Just as Duke Energy and Progress Energy announce their merger—forming the largest utility company in the United States, to be led by the current Progress CEO—a nuclear reactor owned by Progress suffers major damage and must be taken offline. While Progress grapples... View Details

Keywords: Duke; Progress; Nuclear Energy; Mergers and Acquisitions; Corporate Governance; Energy Sources; Energy Industry; United States

February 2018 (Revised May 2019)
Case

CEWD: Closing the Skills Gap

By: William Kerr, Michael Norris and Manjari Raman

In 2018, Ann Randazzo, executive director of the Center for Energy Workforce Development (CEWD) is assessing the organization’s performance since its 2006 founding. Founded to address an imminent retirement bubble of middle skills workers in the utilities industry,... View Details

Keywords: Workforce Development; Industry Cooperation; Skills Gap; Middle Skills; Training; Strategic Planning; Competency and Skills; Utilities Industry; United States

September 2010 (Revised January 2012)
Case

OPOWER: Increasing Energy Efficiency through Normative Influence (A)

By: Amy J.C. Cuddy, Kyle Todd Doherty and Maarten W. Bos

The case profiles OPOWER, an energy efficiency software company that applies Cialdini's principles of social influence to successfully encourage consumers to reduce their energy usage. OPOWER was co-founded in 2008 by two young Harvard graduates, Dan Yates and Alex... View Details

Keywords: Mathematical Methods; Applications and Software; Attitudes; Entrepreneurship; Energy Conservation; Power and Influence; Growth and Development Strategy; Energy Industry; United States

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