Production Management - Publications - Faculty & Research - Harvard Business School

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July–August 2023
Article

Demand Learning and Pricing for Varying Assortments

By: Kris Ferreira and Emily Mower

Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to... View Details

Keywords: Experiments; Pricing And Revenue Management; Retailing; Demand Estimation; Pricing Algorithm; Marketing; Price; Demand and Consumers; Mathematical Methods

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2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

October 2021
Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis

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January 2002 (Revised September 2022)
Case

Aqualisa Quartz: Simply a Better Shower

By: Youngme E. Moon and Kerry Herman

Harry Rawlinson is managing director of Aqualisa, a major U.K. manufacturer of showers. He has just launched the most significant shower innovation in recent history: the Quartz shower. The shower provides significant improvements in terms of quality, cost, and ease of... View Details

Keywords: Problems and Challenges; Product Launch; Consumer Behavior; Product Positioning; Technological Innovation; Decision Choices and Conditions; Sales; Strategy; Consumer Products Industry; Consumer Products Industry; United Kingdom

November 2012
Article

The Organization of Firms Across Countries

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

We argue that social capital as proxied by trust increases aggregate productivity by affecting the organization of firms. To do this we collect new data on the decentralization of investment, hiring, production, and sales decisions from Corporate Headquarters to local... View Details

Keywords: Decentralization; Social Capital; Theory Of The Firm; Firm Objectives, Organization, And Behavior; Business Economics; Management Of Technological Innovation And R＆D; Technological Change: Choices And Consequences; Diffusion Processes; Organizational Structure; Performance Productivity; Trust; Technology Adoption; Multinational Firms and Management

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Spring 2014
Article

Attracting Long-Term Investors Through Integrated Thinking and Reporting: A Clinical Study of a Biopharmaceutical Company

By: Andrew Knauer and George Serafeim

Faced with a large percentage of investors that chase short-term returns, companies could benefit by attracting investors with longer-term horizons and incentives that are more consistent with the long-term strategy of the company. The managers of most companies take... View Details

Keywords: Investing; Asset Management; Long-term Investing; Short-termism; Sustainability; Integrated Reporting; Leadership & Corporate Accountability; Pharmaceuticals; Leadership; Integrated Corporate Reporting; Investment; Business and Stakeholder Relations; Corporate Finance; Biotechnology Industry; Pharmaceutical Industry

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November 2017 (Revised October 2018)
Case

Brandless: Disrupting Consumer Packaged Goods

Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods, offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3 price point that promised an... View Details

January 2022 (Revised September 2022)
Teaching Note

White Claw: Defending Market Share as Competition Encroaches

Teaching Note for HBS Case No. 521-073. View Details

Keywords: Brand Management; Competition; Growth Strategy; First-mover Advantage; Marketing; Marketing Strategy; Brands and Branding; Competitive Strategy; Consumer Products Industry; Consumer Products Industry; United States; North America

14 Feb 2011
Research & Ideas

Clay Christensen’s Milkshake Marketing

Updated to clarify a failure rate figure included in an earlier version. When planning new products, companies often start by segmenting their markets and positioning their merchandise accordingly. This segmentation involves either dividing the market into View Details

Keywords: by Carmen Nobel; Consumer Products; Consumer Products; Consumer Products; Consumer Products

March 2020
Article

Synergistic Value in Vertically Integrated Power-to-Gas Energy Systems

By: Gunther Glenk and Stefan Reichelstein

In vertically integrated energy systems, integration frequently entails operational gains that must be traded off against the requisite cost of capacity investments. In the context of the model analyzed in this study, the operational gains are subject to inherent... View Details

October 2015 (Revised October 2016)
Case

Paez

By: Jill Avery, Maria Fernanda Miguel and Laura Urdapilleta

Paez, an Argentine start-up fashion brand, sold traditional alpargatas, a sleepy shoe category that suddenly woke up when U.S. company TOMS borrowed the traditional alpargata design, covered it with fashionable colors and prints, and tied it to a social cause. Paez's... View Details

Keywords: Brands; Brand Management; Brand Positioning; Entrepreneurship In Emerging Markets; Retailing; Fashion; Competitive Strategy; Marketing; Advertising; Brands and Branding; Marketing Strategy; Entrepreneurship; Competition; Fashion Industry; Retail Industry; Argentina; Spain

October 2019 (Revised January 2020)
Case

Dulcie Madden (A)—Growth or Exit?

By: Shikhar Ghosh, Christopher Payton and Shweta Bagai

This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details

01 Dec 2019
News

Action Plan: Tapping into a Legacy

As the new managing director of Hall & Woodhouse, one of England’s leading regional breweries, Matt Kearsey (AMP 193, 2017) knows that the best-tasting beer requires more than premium hops and pure spring water. “We give the process the... View Details

Keywords: Leah Flickinger; manufacturing; craft beer; leadership; management; Beverage and Tobacco Product Manufacturing; Beverage and Tobacco Product Manufacturing

February 2017
Teaching Note

Paez

Paez, an Argentine start-up fashion brand, sold traditional alpargatas, a sleepy category that suddenly woke up when TOMS, a U.S. company, appropriated the traditional alpargata design, covered it with fashionable colors and prints, and tied it to a social cause.... View Details

Keywords: Brand Management; Brand Positioning; Competitive Positioning; Competitive Strategy; Retailing; Go To Market Strategy; Marketing; Brands and Branding; Marketing Strategy; Retail Industry; Fashion Industry; Argentina; Latin America; South America; Europe

January 2006 (Revised October 2006)
Case

Hewlett-Packard: The Flight of the Kittyhawk (A)

By: Clayton M. Christensen

Hewlett-Packard decided that, to grow more rapidly, it needed to design a revolutionary disk drive product that would create an entirely new market or application for magnetic recording technology. The company followed most of the "rules" good managers follow in such... View Details

Keywords: Management; Information Infrastructure; Innovation and Management; Product Development; Computer Industry; United States

29 Mar 2018
HBS Seminar

Prithwiraj Choudhury, Harvard Business School

Raffaella Sadun

Raffaella Sadun is Charles E. Wilson Professor of Business Administration at Harvard Business School, and is a Co-Chair of Harvard Business School’s Project on Managing the Future of Work and co-PI of the Digital Reskilling Lab. Sadun received her PhD in Economics... View Details

March 2014
Module Note

Implementing Environmentally Sustainable Operations

By: Michael W. Toffel

September 1988 (Revised December 1998)
Case

Donner Co.

By: Roy D. Shapiro

The management of a small manufacturer of circuit boards faces a number of production and operations management problems. The first day on this case is used to analyze the production capacity of various stages in the process and to examine bottlenecks and key... View Details

Keywords: Information Management; Management; Management Practices and Processes; Production; Performance Capacity; Problems and Challenges; Semiconductor Industry

28 Apr 2023
Blog Post

From Harvard Business School to Spotify: Four Lessons in My Journey to Land My Dream Job

Rodolfo A. Diaz Cabello (MBA 2021) reflects on how his experiences at Harvard Business School supported his path to building new products at Spotify. In October 2022 I joined Spotify as a Senior Product... View Details

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