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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

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Other Unpublished Work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

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

Person Page

Source Code

torfason.igraph.utils

This is set of utility functions written while working on “Organizing the... View Details

January 2006 (Revised March 2007)
Case

Dr. Ing. h.c. F. Porsche AG (A): True to Brand?

By: Jeffrey Fear and Carin-Isabel Knoop

Examines one of the most important entrepreneurial decisions made in the history of Porsche, made in early 1998: to build a sport utility vehicle (SUV)--the Cayenne. After decades of relying on one or two sports car models and nearly going bankrupt and losing its... View Details

Keywords: Diversification; Supply Chain Management; Luxury; Insolvency and Bankruptcy; Globalization; Brands and Branding; Manufacturing Industry; Auto Industry

June 2025
Case

Power Struggles: Hydro-Quebec’s Energy Dilemma

By: Juan Alcacer and Danika Couture-Peck

In 2024, Maxime Aucoin, Executive Vice President and CFO of Hydro-Quebec, faced a series of compounding challenges as the utility confronted rapidly rising electricity demand, public pricing constraints, and strained stakeholder relationships. As the steward of... View Details

Keywords: Renewable Energy; Infrastructure; State Ownership; Vertical Integration; Energy; Energy Industry; Canada

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

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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15 May 2014
News

Professor Steven Rogers Of HBS Is On The Lemonade Stand With Linda Samuels

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details

Julian De Freitas

Julian De Freitas is an Assistant Professor of Business Administration in the Marketing Unit, and Director of the Ethical Intelligence Lab, at Harvard Business School. He earned his PhD in psychology from Harvard, masters from Oxford, and BA from Yale. He teaches... View Details

Keywords: advertising; automotive; consumer products; e-commerce industry; insurance industry; marketing industry; nonprofit industry; software; transportation; video games

2014
Working Paper

The Psycho-Social Benefits of Access to Contraception: Experimental Evidence from Zambia

By: Nava Ashraf, Marric Buessing, Erica Field and Jessica Leight

In a field experiment in Lusaka, Zambia, married couples in the catchment area of a family planning clinic were randomly assigned to either a treatment group (N=503) or a control group (N=768). Those in the treatment group received vouchers guaranteeing free and... View Details

Keywords: Contraceptive Access; Mental Health; Zambia

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

March 2016
Case

Evive Health and Workplace Influenza Vaccinations

By: John Beshears

Evive Health is a company that manages communication campaigns on behalf of health insurance plans and large employers. Using big data techniques and insights from behavioral economics, Evive deploys targeted and effective messages that improve individuals' health... View Details

Keywords: Vaccination; Influenza; Flu Shot; Preventive Care; Health Care; Behavioral Economics; Choice Architecture; Nudge; Experimental Design; Randomized Controlled Trial; RCT; Causal Inference; Consumer Behavior; Health Care and Treatment; Health Testing and Trials; Communication Strategy; Health Industry

February 2008 (Revised May 2011)
Case

The Travails of Rubber: Goodyear or Badyear?

By: Tom Nicholas and Andrew Ferguson

Explores the reason why Charles Goodyear, inventor of rubber vulcanization, was unable to profit from his discovery despite securing international property rights over his invention through a patent in 1844. Considers the utility of patents as an incentive for... View Details

Keywords: Crime and Corruption; Entrepreneurship; Cross-Cultural and Cross-Border Issues; Innovation and Invention; Patents; Motivation and Incentives; Commercialization

June 2007
Tutorial

Congruence Model Tutorial

By: Christopher Marquis and Alison Comings

Utilizes Beer & Tushman's SMA: Microelectronic Products Division (A) case to explore O'Reilly and Tushman's congruence model. Participants learn about the model through a series of video presentations and become familar with the problems facing SMA through an... View Details

Keywords: Problems and Challenges; Mathematical Methods; Electronics Industry

2023
Working Paper

The Economic and Environmental Effects of Making Electricity Infrastructure Excludable

By: Husnain Fateh Ahmad, Ayesha Ali, Robyn C. Meeks, Zhenxuan Wang and Javed Younas

Electricity theft occurs when individuals cannot be excluded from accessing services. We study the impacts of an infrastructure upgrade in Karachi, Pakistan -- converting bare distribution wires to aerial bundled cables (ABCs) -- that was intended to prevent illegal... View Details

Keywords: Infrastructure; Energy; Environmental Sustainability; Utilities Industry; Pakistan

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