Demand And Consumers - Publications - Faculty & Research - Harvard Business School

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2024
Working Paper

Using LLMs for Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe

Large language models (LLMs) have rapidly gained popularity as labor-augmenting tools for programming, writing, and many other processes that benefit from quick text generation. In this paper we explore the uses and benefits of LLMs for researchers and practitioners... View Details

Keywords: Large Language Model; Research; AI and Machine Learning; Analysis; Customers; Consumer Behavior; Technology Industry; Information Technology Industry

10 Oct 2018
Research & Ideas

The Legacy of Boaty McBoatface: Beware of Customers Who Vote

Brierley Professor of Business Administration. “But even when firms never guarantee that consumers will choose the winner, consumers infer an implicit contract and are upset... View Details

Keywords: by Michael Blanding; Advertising

December 2009 (Revised September 2014)
Case

TD Canada Trust

By: Dennis Campbell and Brent Kazan

The case illustrates the role of performance measurement and analytics in translating TD-Canada Trust's service model of "comfortable banking" into operational terms. In 2000, in a banking market where consumers and regulators were typically hostile to mergers and... View Details

Keywords: Mergers and Acquisitions; Customer Focus and Relationships; Customer Satisfaction; Commercial Banking; Profit; Balanced Scorecard; Organizational Change and Adaptation; Banking Industry; Canada

2021
Working Paper

Accounting for Product Impact in the Consumer-Packaged Foods Industry

By: Amanda Rischbieth, George Serafeim and Katie Trinh

We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the consumer-packaged goods industry. We design a methodology that allows us to calculate monetary impact estimates on customer... View Details

April 2018
Teaching Note

Formlabs: Selling a New 3D Printer

By: Frank Cespedes

Teaching Note for HBS No. 817-001. Formlabs is a venture that manufactures and sells 3D printers used in a variety of industries and applications. As the young company prepares to ship its latest model, the head of Customer Development is tasked with developing a... View Details

Career Coach

Celia Chen

into these industries: what the job entails, what it takes, and the pro/cons of these careers in broad strokes. Celia is also a founder of a coaching platform in China and joined an... View Details

November 2022
Background Note

The Future of E-Commerce: Lessons from the Livestream Wars in China

By: Ayelet Israeli, Jeremy Yang and Billy Chan

This note explores the emerging multi-billion dollar commerce trend of livestream commerce. Livestream commerce is the sale of goods or services directly to consumers via live shows on digital platforms (such as social media or e-commerce platforms). It is a form of... View Details

09 Feb 2012
Sharpening Your Skills

Sharpening Your Skills: Online Marketing

benefit merchants through advertising, simply by informing consumers of a merchant's existence via e-mail. For some merchants, the benefits of offering discount vouchers are sharply reduced if individual customers buy multiple vouchers.... View Details

Keywords: Re: Multiple Faculty; Technology

May 2020
Case

Big Boom Beverages: Fight or Flight?

By: Stephen A. Greyser and William Ellet

Four college friends market a beverage that combines ingredients like those in a drink they consumed in college bars. It includes a caffeinated energy drink, malt liquor, and a soft drink flavoring. They launch the business, Big Boom Beverages (BBB), with their own... View Details

Keywords: Alcoholic Beverages; Energy Drinks; Regulation; Entrepreneurship; Ethics; Marketing Communications; Corporate Social Responsibility and Impact; Reputation; Communication Strategy; Decision Making

October 2006 (Revised August 2007)
Case

RKS Guitars

By: Elie Ofek, Thomas J. Steenburgh, Michael I. Norton and Kerry Herman

RKS has designed a revolutionary electric guitar and needs to decide how to best market their innovation. The iconic status of existing electric guitars, and the lack of any recent radical innovations in the category, pose challenges in securing consumer adoption. If... View Details

Keywords: Innovation and Invention; Marketing Strategy; Product Launch; Consumer Behavior; Product Design; Adoption

10 Sep 2014
HBS Seminar

Ben Edelman, Harvard Business School

07 Nov 2016
HBS Seminar

Vishal Gaur, Johnson, Cornell University

December 2003 (Revised October 2014)
Case

Alusaf Hillside Project

By: Kenneth S. Corts and John R. Wells

The aluminum industry has suffered from long periods of depressed prices and profits interspersed with relatively short-lived price and profit peaks. The case investigates why this has occured, focusing on the decision Alusaf must make on whether to invest in a major... View Details

Keywords: Decision Making; Business Cycles; Financial Crisis; Metals and Minerals; Financial Strategy; Investment; Price; Profit; Demand and Consumers; Industry Structures

July 2005 (Revised April 2006)
Case

Idea Village (A)

By: Joseph B. Lassiter III and Dan Heath

Andy Khubani, the CEO of Idea Village, a company that markets to consumers via direct-response TV ads, must decide whether to launch a campaign touting a hair removal product for women. Explains the direct-response industry and contrasts its methodology with... View Details

Keywords: Marketing Channels; Gender; Consumer Products Industry

2006
Working Paper

The Effect of Dividends on Consumption

By: Malcolm Baker, Stefan Nagel and Jeffrey Wurgler

Classical models predict that the division of stock returns into dividends and capital appreciation does not affect investor consumption patterns, while mental accounting and other economic frictions predict that investors have a higher propensity to consume from stock... View Details

Keywords: Demand and Consumers; Personal Finance; Investment Return; Household

April 2020 (Revised June 2022)
Technical Note

Quantitative Analysis in Marketing

By: Sunil Gupta

Marketing is a combination of art and science that requires both qualitative and quantitative analysis to arrive at effective decisions. This note highlights how quantitative analysis can help in the following marketing decisions: estimating market size, determining... View Details

Keywords: Quantitative Analysis; Marketing; Decision Making; Analysis

March 2001 (Revised August 2003)
Case

Wilkerson Company

By: Robert S. Kaplan

The president of Wilkerson, faced with declining profits, is struggling to understand why the company is encountering severe price competition on one product line while able to raise prices without competitive response on another product line. The controller proposes... View Details

Keywords: Activity Based Costing and Management; Competition; Profit; Product; Consumer Products Industry

May 1999
Background Note

Note on Behavioral Pricing

By: John T. Gourville

The note introduces the behavioral or psychological aspects of consumer price acceptance. Begins by reviewing the traditional economic approach to product pricing and consumer price acceptance--namely, that consumers should be willing to purchase anytime a product's... View Details

Keywords: Customer Satisfaction; Decisions; Fairness; Price; Marketing Strategy; Behavior; Perspective; Public Opinion

December 2009
Case

Philips versus Matsushita: The Competitive Battle Continues

By: Christopher A. Bartlett

Describes the development of the global strategies and organizations of two major competitors in the consumer electronics industry. Over four decades, both companies adapt their strategic intent and organizational capability to match and counter the competitive... View Details

Keywords: Competitive Strategy; Competitive Advantage; Organizational Culture; Multinational Firms and Management; Restructuring; Consumer Products Industry; Consumer Products Industry

Article

Why Do Intermediaries Divert Search?

By: Andrei Hagiu and Bruno Jullien

We analyze the incentives to divert search for an information intermediary who enables buyers (consumers) to search affiliated sellers (stores). We identify two original motives for diverting search (i.e., inducing consumers to search more than they would like): 1)... View Details

Keywords: Market Intermediation; Search; Two-Sided Markets; Platform Design; Demand and Consumers; Motivation and Incentives; Internet and the Web; Digital Platforms; Distribution Channels; Business Strategy; Retail Industry

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