Consumer Utility Models - Publications - Faculty & Research - Harvard Business School

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December 2017 (Revised March 2019)
Case

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart

Armarium, a two-sided online platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details

August 2007
Case

Manila Water Company

By: V. Kasturi Rangan, David Wheeler and Jane Comeault

In 1997, the Philippines government privatized its water utility in the metropolitan Manila area. The East Zone concession was won by Manila Water Company and the West Zone concession by Maynilad Water Services. Over the next decade, Manila Water turned in an... View Details

Keywords: Business Model; Framework; Business or Company Management; Bids and Bidding; Privatization; Performance Improvement; Utilities Industry

02 Jan 2019
Blog Post

Leveraging Transferable Skills

Shelby, Jasmyn and Katie (MBA 2019) describe their summer internship experiences. All three students utilized transferable skills from their previous work experience to transition into new industries; technology, retail and agribusiness.... View Details

Keywords: Consumer Products / Retail; Consumer Products / Retail; Consumer Products / Retail

November 2023 (Revised November 2024)
Case

Norse Atlantic Airways

Bjørn Tore Larsen, Norse Atlantic Airways' founder and CEO, hadn't planned to get into the airline business. But when the COVID-19 pandemic depressed the global demand for air travel and the lease rates for jetliners, he realized if ever he was going to get into the... View Details

Keywords: Business Model; Business Startups; Market Entry and Exit; Leasing; Business Strategy; Segmentation; Interest Rates; Air Transportation Industry; Europe; North America; Norway; United Kingdom; United States

2024
Working Paper

What Drives Variation in Investor Portfolios? Estimating the Roles of Beliefs and Risk Preferences

By: Mark Egan, Alexander MacKay and Hanbin Yang

We present an empirical model of portfolio choice that allows for the nonparametric estimation of investors' (subjective) expectations and risk preferences. Utilizing a comprehensive dataset of 401(k) plans from 2009 through 2019, we explore heterogeneity in asset... View Details

Keywords: Stock Market Expectations; Demand Estimation; Retirement Planning; Defined Contribution Retirement Plan; 401 (K); Finance; Investment Portfolio; Investment; Retirement; Behavioral Finance; Financial Services Industry; United States

2016
Working Paper

The Empirical Economics of Online Attention

By: Andre Boik, Shane Greenstein and Jeffrey Prince

In several markets, firms compete not for consumer expenditure but instead for consumer attention. We model and characterize how households allocate their scarce attention in arguably the largest market for attention: the Internet. Our characterization of household... View Details

Keywords: Internet and the Web; Competition; Behavior; Resource Allocation; Household; Cognition and Thinking

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August 2020 (Revised March 2021)
Case

Migros Turkey: Scaling Online Operations (A)

By: Antonio Moreno and Gamze Yucaoglu

The case opens in November 2019 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are contemplating what the best fulfillment format and... View Details

Keywords: Retail; Grocery; Business Model; Emerging Markets; For-Profit Firms; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Turkey

June 2020
Teaching Note

Armarium: Luxury Fashion Brands for Rent

By: Jill Avery and David Fubini

Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details

Keywords: Luxury Brand; Fashion; Sharing Economy; Two-sided Marketplace; Target Market; Customer Selection; Marketing; Brands and Branding; Luxury; Two-Sided Platforms; Business Model; Growth and Development Strategy; Customer Value and Value Chain; Consumer Products Industry; Consumer Products Industry; United States; North America

July 2021
Article

Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market

By: Hui Li and Feng Zhu

Platform competition is shaped by the likelihood of multi-homing (i.e., complementors or consumers adopt more than one platform). To take advantage of multi-homing, platform firms often attempt to motivate their rivals’ high-performing complementors to adopt their own... View Details

Keywords: Platform Competition; Multi-homing; Information Transparency; Daily Deals; Groupon; LivingSocial; Digital Platforms; Information; Competition

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December 2007 (Revised April 2008)
Case

Alltech...naturally

By: David E. Bell and Mary L. Shelman

Entrepreneur Pearse Lyons had built Alltech into the fastest growing company in the global animal health industry through innovative technology, creative marketing, and strong branding. Sel-Plex, a proprietary Alltech product, had shown important health benefits for... View Details

Keywords: Brands and Branding; Leadership Development; Customer Focus and Relationships; Expansion; Technological Innovation; Intellectual Property; Sales; Value Creation; Business Model; Growth and Development Strategy; Health Industry

2015
Working Paper

Full Substitutability

By: John William Hatfield, Scott Duke Kominers, Alexandru Nichifor, Michael Ostrovsky and Alexander Westkamp

Various forms of substitutability are essential for establishing the existence of equilibria and other useful properties in diverse settings such as matching, auctions, and exchange economies with indivisible goods. We extend earlier models' canonical definitions of... View Details

Keywords: Market Design; Balance and Stability

Article

Soul and Machine (Learning)

By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan

Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to... View Details

Keywords: Machine Learning; Marketing Applications; Knowledge; Technological Innovation; Core Relationships; Marketing; Applications and Software

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February 2010
Case

Shurgard Self-Storage: Expansion to Europe (Abridged)

By: Richard G. Hamermesh

Shurgard, a U.S.-based firm that rents storage facilities to consumers and small businesses, is considering financing options for rapid expansion of its European operations. Five years after entering Europe, Shurgard Europe has opened 17 facilities in Belgium, France,... View Details

Keywords: Business Model; Business Growth and Maturation; Multinational Firms and Management; Logistics; Corporate Entrepreneurship; Trade; Equity; Corporate Finance; United States; Europe

Research Summary

Overview

By: Natalia Rigol

My research focuses primarily on how to design, target, and deliver financial products to the poor, and, in particular, how financial inclusion can improve the socio-economic position of women. My projects have analyzed how the design and delivery of microfinance... View Details

Forthcoming
Article

Slowly Varying Regression Under Sparsity

By: Dimitris Bertsimas, Vassilis Digalakis Jr, Michael Lingzhi Li and Omar Skali Lami

We consider the problem of parameter estimation in slowly varying regression models with sparsity constraints. We formulate the problem as a mixed integer optimization problem and demonstrate that it can be reformulated exactly as a binary convex optimization problem... View Details

Keywords: Mathematical Methods; Analytics and Data Science

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March 2004 (Revised May 2005)
Case

Shurgard Self-Storage: Expansion to Europe

By: Richard G. Hamermesh and Indra Reinbergs

Shurgard, a U.S.-based firm that rents storage facilities to consumers and small businesses, is considering financing options for rapid expansion of its European operations. Five years after entering Europe, Shurgard Europe has opened 17 facilities in Belgium, France,... View Details

Keywords: Private Equity; Valuation; Business Model; Governing and Advisory Boards; Entrepreneurship; Cross-Cultural and Cross-Border Issues; Service Industry; Belgium; France; Sweden; United States; Europe

18 Apr 2007
HBS Case

How Magazine Luiza Courts the Poor

"Magazine Luiza: Building a Retail Model of 'Courting the Poor.'" "Magazine Luiza has made a business of targeting the bottom of the pyramid and is beloved as a company by employees and customers alike," Frei says.... View Details

Keywords: by Julia Hanna; Retail

October 2019
Case

Agility Africa

By: Juan Alcacer, Caroline M. Elkins and Esel Çekin

This case illustrates the challenge and opportunities that firms face when developing and executing new business models in high-risk, low-infrastructure, low-trust countries. It features a global logistics group, Agility, that aimed to become the leader in supplying... View Details

Keywords: Strategy; Business Model; Innovation and Invention; Expansion; Emerging Markets; Decision Choices and Conditions; Real Estate Industry; Distribution Industry; Africa

01 Feb 2019
HBS Seminar

Xavier Jaravel, London School of Economics

20 Feb 2017
Working Paper Summaries

Where Should We Build a Mall? The Formation of Market Structure and Its Effect on Sales

Keywords: by Doug J. Chung, Kyoungwon Seo, and Reo Song; Retail; Real Estate; Construction

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