Publications

March 2009 (Revised June 2010)
Case

Neck & Neck: Leveraging the Club Neck Information

Commercial Director Prado wonders how to leverage the loyalty card information to prepare the fall 2008 budget. The case discusses the value of subjective and objective information for profit-planning purposes. Spanish children's apparel retailer Neck & Neck uses... View Details

Keywords: Customer Relationship Management; Profit; Knowledge Use and Leverage; Marketing; Consumer Behavior; Retail Industry

May 2023
Article

Self-Preferencing at Amazon: Evidence from Search Rankings

By: Chiara Farronato, Andrey Fradkin and Alexander MacKay

We study whether Amazon engages in self-preferencing on its marketplace by favoring its own brands (e.g., Amazon Basics) in search. To address this question, we collect new micro-level consumer search data using a custom browser extension installed by a panel of study... View Details

Keywords: Consumer Behavior; E-commerce; Product Positioning; Brands and Branding

August 2004 (Revised September 2005)
Case

Canyon Ranch

By: Lynda M. Applegate and Gabriele Piccoli

How should Canyon Ranch leverage its uniqueness in the face of increasing competition and an entrenched customer definition of the firm? The firm is attempting to create demand for return visits and foster the customization and personalization of the Canyon Ranch... View Details

Keywords: Customer Relationship Management; Information Technology; Growth and Development Strategy; Competitive Strategy; Experience and Expertise; Analytics and Data Science; Customization and Personalization

2022
Article

OpenXAI: Towards a Transparent Evaluation of Model Explanations

By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju

While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details

Keywords: Measurement and Metrics; Analytics and Data Science

September – October 2010
Article

The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study

By: Zeynep Ton and Ananth Raman

We examine the effects of product variety and inventory levels on store sales. Using four years of data from stores of a large retailer, we show that increases in product variety and inventory levels are both associated with higher sales. We also show that increasing... View Details

Keywords: Buildings and Facilities; Design; Logistics; Product; Quality; Sales; Retail Industry

Find at Harvard

August 2012
Article

A Darker Side to Decentralized Banks: Market Power and Credit Rationing in SME Lending

By: Rodrigo Canales and Ramana Nanda

We use loan-level data to study how the organizational structure of banks impacts small business lending. We find that decentralized banks-where branch managers have greater autonomy over lending decisions-give larger loans to small firms and those with "soft... View Details

Keywords: Geographic Location; Customers; Financing and Loans; Credit; Organizational Structure; Banks and Banking; Governance Compliance; Competitive Strategy

Find at Harvard

April 19, 2018
Article

4 Ways to Improve Your Content Marketing

By: Frank V. Cespedes and Russ Heddleston

In the past decade, content marketing has become a widely established practice. Companies have hired writers and chief content officers to run departments as well as create blogs and other materials—in the process, some have assured sales people that content marketing... View Details

Keywords: Marketing; Marketing Communications; Sales; Performance Improvement

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August 2022
Article

The Bulletproof Glass Effect: Unintended Consequences of Privacy Notices

By: Aaron R. Brough, David A. Norton, Shannon L. Sciarappa and Leslie K. John

Drawing from a content analysis of publicly traded companies’ privacy notices, a survey of managers, a field study, and five online experiments, this research investigates how consumers respond to privacy notices. A privacy notice, by placing legally enforceable limits... View Details

Keywords: Choice; Purchase Intent; Privacy; Privacy Notices; Warnings; Assurances; Information Disclosure; Trust; Consumer Behavior; Spending; Decisions; Information; Communication

Article

Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?

By: Edward L. Glaeser and William R. Kerr

Why are some places more entrepreneurial than others? We use Census Bureau data to study local determinants of manufacturing startups across cities and industries. Demographics have limited explanatory power. Overall levels of local customers and suppliers are only... View Details

Keywords: Business Startups; Entrepreneurship; Geographic Location; Employment; Market Entry and Exit; Supply Chain; Manufacturing Industry

10 Nov 2008
What Do You Think?

How Much Can You Ask of Your Customers?

Summing Up Is customer volunteerism combined with "ownership" a double-edged sword? It's seems okay to involve customers in providing ideas for new products and processes. Encourage them to refer... View Details

Keywords: by Jim Heskett

December 2003
Case

Manville Corporation Fiber Glass Group (C) (Abridged)

By: Lynn S. Paine

Manville Corp.'s senior managers are surprised when Japanese government officials advise them not to go forward with their plan to add a cancer warning label to diatomaceous earth (DE) products sold in Japan. The International Agency for Research on Cancer has ruled... View Details

Keywords: Risk and Uncertainty; Moral Sensibility; Safety; Government Administration; Cross-Cultural and Cross-Border Issues; Decision Choices and Conditions; Ethics; Announcements; Industrial Products Industry; Japan

2012
Working Paper

Do Market Leaders Lead in Business Process Innovation? The Case(s) of E-Business Adoption

By: Kristina S. McElheran

This paper explores the relationship between market position and business process innovation. Prior research has focused on the alignment between new technologies and the internal capabilities of firms to pursue them. I extend the investigation to include external... View Details

Keywords: Investment; Technological Innovation; Leadership; Business Processes; Behavior; Motivation and Incentives; Technology Adoption; Manufacturing Industry; United States

SSRN

05 Jul 2006
Working Paper Summaries

Time-Driven Activity-Based Costing

Keywords: by Robert S. Kaplan & Steven R. Anderson; Financial Services

17 Mar 2021
Research & Ideas

Beyond Pajamas: Sizing Up the Pandemic Shopper

for online retailers. Companies should use the data they collect from digital interactions to learn about these new customers: How do the new e-commerce customers compare to the pre-pandemic ones? Are they... View Details

Keywords: by Ayelet Israeli, Eva Ascarza, and Laura Castrillo; Retail

March 2022
Article

Learning to Rank an Assortment of Products

By: Kris Ferreira, Sunanda Parthasarathy and Shreyas Sekar

We consider the product ranking challenge that online retailers face when their customers typically behave as “window shoppers”: they form an impression of the assortment after browsing products ranked in the initial positions and then decide whether to continue... View Details

Keywords: Online Learning; Product Ranking; Assortment Optimization; Learning; Internet and the Web; Product Marketing; Consumer Behavior; E-commerce

2024
Working Paper

The Impact of Culture Consistency on Subunit Outcomes

By: Jasmijn Bol, Robert Grasser, Serena Loftus and Tatiana Sandino

We examine the association between subunit culture consistency—defined as the congruence between the organizational values espoused by top management and those perceived and practiced by subunit employees—and subunit outcomes. Using data from 235 subunits of a... View Details

Keywords: Organizational Culture; Employees; Creativity; Satisfaction