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

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2023
Working Paper

Dynamic Pricing, Intertemporal Spillovers, and Efficiency

By: Alexander J. MacKay, Dennis Svartbäck and Anders G. Ekholm

Pricing technology that allows firms to rapidly adjust prices has two potential benefits. Time-varying prices can respond to high-frequency demand shocks to generate greater revenues, and they can also be used to smooth out demand to reduce costs. Using data... View Details

Keywords: Price; Consumer Behavior; Applications and Software; Volatility

July 1, 2022
Editorial

New Transparency Rule Helps Rein in Health Care Costs

By: Regina E. Herzlinger and Cynthia A. Fisher

Over the last year, consumer prices have grown 60% faster than wages. Employers can help their employees contend with this high inflation by addressing a long-running source: health care costs. View Details

Keywords: Healthcare Costs; Consumer Prices; Inflation and Deflation; Wages; Health Industry

2019
Working Paper

U.S. Antitrust Law and Policy in Historical Perspective

By: Laura Phillips Sawyer

The key pieces of antitrust legislation in the United States—the Sherman Antitrust Act of 1890 and the Clayton Act of 1914—contain broad language that has afforded the courts wide latitude in interpreting and enforcing the law. This article chronicles the judiciary’s... View Details

Keywords: Antitrust; Trusts; Restraint Of Trade; Merger; Cartel; New Deal; Harvard School; Chicago School Of Law And Economics; Post-Chicago; Law; Competition; Policy; Vertical Integration; Horizontal Integration; Acquisition

18 Jul 2023
Interview

Jeffrey Rayport on Product Market Fit, Profit Market Fit and Whiplash, and More

By: Jeffrey F. Rayport and Doug Levin

This episode of "Lessons from Startup Life" podcast features Jeffrey Rayport, Senior Lecturer of Business Administration at the Harvard Business School. Jeffrey specializes in teaching and researching growth-stage technology ventures and their scalability. Prior to... View Details

Keywords: Scaling And Growth; Start-up; Diversity; Equity; Inclusion; Technology; Business Startups; Product Marketing; Business Growth and Maturation

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

2022
Article

The Effects of Public and Private Equity Markets on Firm Behavior

By: Shai Bernstein

In this article, I review the theoretical and empirical literature on the effects of public and private equity markets on firm behavior, emphasizing the consequences that emerge from disclosure requirements, ownership concentration, and degree of firm standardization.... View Details

Keywords: Corporate Finance And Governance; Financing Policy; Commercialization; Capital Markets; Private Equity; Public Equity; Venture Capital; Innovation and Invention; Cost of Capital

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2017
Working Paper

The 4 Minds of the Customer: A Framework for Understanding and Applying the Science of Decision Making

By: Ryan Hamilton and Uma R. Karmarkar

Scientists have spent decades creating powerful and detailed descriptions of how people make decisions. Unfortunately, many of these theories make contradictory predictions and are difficult to understand and implement. We introduce the 4 Minds framework as a practical... View Details

Keywords: Consumer Choice; Market Research; Decision Making Process; Decision; Marketing Research; Consumer Behavior; Decision Choices and Conditions; Marketing; Decision Making; Segmentation; Research

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June 2014
Article

Building Brand Knowledge Structures: Elaboration and Interference Effects on the Processing of Sequentially Advertised Brand Benefit Claims

By: Susan E. Heckler, Kevin L. Keller, Michael J. Houston and Jill Avery

Two experiments are reported that examine the effects of an ad campaign designed to link two different benefit claims to a brand. The findings indicated that recall for a subsequently advertised claim depended on the strength of existing brand-benefit links in memory.... View Details

Keywords: Marketing Communication; Brand Building; Brand Management; Brands; Advertising; Consumer Psychology; Advertising Campaigns; Brands and Branding; Marketing Communications; Consumer Behavior; Marketing Strategy; Consumer Products Industry; Consumer Products Industry

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June 2010 (Revised July 2011)
Teaching Note

Classic Knitwear and Guardian: A Perfect Fit? (Brief Case)

By: John A. Quelch and Patricia Girardi

Teaching Note for 4217. View Details

Keywords: Market Research; Forecasting; Consumer Marketing; New Product Marketing; Product Lines; Merchandising; Branding; Research; Marketing Channels; Forecasting and Prediction; Product Launch; Brands and Branding

November 2017 (Revised July 2019)
Case

Project Moab at Hulu

By: C. Fritz Foley and James Weber

In 2015, Elaine Paul, CFO of Hulu, and the rest of the senior leadership team, must decide if they should offer a new, advertisement-free subscription service. At the time Hulu distributed a wide variety of content including in season current programing and earned... View Details

Keywords: Video On Demand; Subscriber Models; Media; Business Model; Decision Choices and Conditions; Media and Broadcasting Industry; Media and Broadcasting Industry; United States

Research Summary

Overview

By: Mark L. Egan

When considering how households make investment decisions, Professor Egan became intrigued by the question, “What makes a bank ‘special’ when compared to other lending institutions?” Focusing on empirical industrial organization with applications to finance and... View Details

November 2000
Case

Clust.com: Dream More and Pay Less

Clust is a French group-buying Web site. Instead of marketing products to consumers, Clust is marketing aggregated consumer demands to manufacturers. Consequently, beyond the usual act of choosing among predefined alternatives, consumers are expected to bring up their... View Details

Keywords: Customer Value and Value Chain; Marketing

February 2005 (Revised November 2012)
Case

Chuck's Wagon Inc.

By: Paul W. Marshall and Derek Lewis

This case describes the experiences of an HBS student as he takes on the challege of transitioning from an intern to a president at a small consumer packaged goods firm in Southern Texas. This HBS student is confronted with the opportunity to perform an operational and... View Details

Keywords: Consumer Goods; Operations Strategy; Executive Development; Strategy; Small Business; Production; Transformation; Management Skills; Financial Strategy; Consumer Products Industry; Texas

2021
Working Paper

The Origins of CE Marking: Standards, Business, and the European Market in the 1980s–1990s

By: Grace Ballor

Many products—from consumer electronics to machinery to children’s toys—bear the CE Mark, the symbol of conformity to the ‘essential requirements’ of European standards governed by the process of CE Marking. This working paper traces the development of the system of... View Details

Keywords: Business And Government; Market Liberalization; Standards; Markets; Trade; Integration; Business History; Globalization; Business and Government Relations; Europe; European Union

2019
Working Paper

The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno

Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details

Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance

November 2021
Case

Tommy Hilfiger Adaptive: Fashion for All

By: Elizabeth A. Keenan, Sandra J. Sucher and Shalene Gupta

In Fall 2017, Tommy Hilfiger launched Tommy Hilfiger Adaptive, a line of adaptive and inclusive fashion apparel intended to make dressing easier. Now, Tommy Hilfiger is planning to launch Tommy Hilfiger Adaptive internationally in early 2020. The prospect of making... View Details

November 2011
Case

Comfort Class Transport: Does Customer Service Need an Overhaul?

By: Michael J Roberts and Paul E. Morrison

The general manager of a chauffeured limousine transport company is concerned about underperformance at the company's customer service call center. The eight-person call center handles almost all customer interaction including discussing company services with... View Details

Keywords: Capacity Utilization; Supply ＆ Demand; Operations Management; Customer Service; Management; Demand and Consumers; Service Operations; Order Taking and Fulfillment; Performance Capacity; Customer Satisfaction; Transportation Industry

November 2016 (Revised March 2018)
Background Note

Note on the Impact of Millennials on the Food System

By: José B. Alvarez, James Weber and Natalie Kindred

In 2016, the millennial generation (those age 19 to 35 in 2016), the largest generation by population in the U.S., was entering its prime home buying, family forming, earning and spending years. This generation was showing different beliefs and behaviors than previous... View Details

Keywords: Millennials; Consumer Packaged Goods; Food; Age; Consumer Behavior; Agribusiness; Demographics; Values and Beliefs; Consumer Products Industry; Agriculture and Agribusiness Industry; Food and Beverage Industry; United States

July 2017 (Revised March 2019)
Technical Note

The Future of Mobility: Economic, Environmental, and Social Implications

By: George Serafeim and David Freiberg

This technical note explores how advancements in technology are fundamentally transforming how consumers interact with mobility. Transformation is being driven by three independent trends: the emergence of affordable electric vehicles, the development of autonomous... View Details

Keywords: Oil ＆ Gas; Automobile Manufacturing; Technological And Scientific Innovation; Mobility; Inequality; Electric Vehicles; Ride-sharing; Ambidexterity; Transformation; Disruption; Change; Technological Innovation; Transportation; Equality and Inequality; Auto Industry; Technology Industry; Transportation Industry; Distribution Industry

October, 2023
Article

Cleaning Up the Great Lakes: Housing Market Impacts of Removing Legacy Pollutants

By: Alecia Cassidy, Robyn C. Meeks and Michale R. Moore

The Great Lakes and their tributaries make up the largest freshwater system on the planet, providing drinking water and recreational value to millions of people. Yet manufacturing plants left a legacy of toxic pollutants in the region, tarnishing it as part of the... View Details

Keywords: Valuation Of Environmental Effects; Housing Demand; Water Pollution; Water Quality; Infrastructure; Pollution; Consumer Behavior

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