Behavioral Pricing - Publications - Faculty & Research - Harvard Business School

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April 2024
Article

Pay-As-You-Go Insurance: Experimental Evidence on Consumer Demand and Behavior

By: Raymond Kluender

Pay-as-you-go contracts reduce minimum purchase requirements which may increase market participation. We randomize the introduction and price(s) of a novel pay-as-you-go contract to the California auto insurance market where 17 percent of drivers are uninsured. The... View Details

Keywords: Contracts; Consumer Behavior; Price; Personal Finance; Insurance Industry; California

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Article

The Price of Anarchy of Self-Selection in Tullock Contests

By: Hau Chan, David C. Parkes and Karim R. Lakhani

Crowdsourcing platforms operate by offering their clients the ability to obtain cost-effective solutions for their problems through contests. The top contestants with the best solutions are rewarded, and the submitted solutions are provided to the clients. Within the... View Details

Keywords: Crowdsourcing Contests; Game Theory

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17 Dec 2014
Research & Ideas

How Our Brain Determines if the Product is Worth the Price

primacy (viewing the price first) makes consumers more likely to focus on whether a product is worth its price, and consequently can help induce the purchase of specific kinds of bargain-priced items. Their study, Cost Conscious? The... View Details

Keywords: by Carmen Nobel; Retail

Research Summary

Price as a Stimulus to Think: The Case for Willful Overpricing

Consumers aware of a new benefit will often experience uncertainty about its personal relevance or usage value. This paper shows that the decision to deliberate further to resolve this uncertainty and reach a polarized judgment of personal relevance critically depends... View Details

2023
Working Paper

The Market for Sharing Interest Rate Risk: Quantities and Asset Prices

By: Ishita Sen, Umang Khetan, Jane Li and Ioana Neamtu

We study the extent of interest rate risk sharing across the financial system using granular positions and transactions data in interest rate swaps. We show that pension and insurance (PF&I) sector emerges as a natural counterparty to banks and corporations: overall,... View Details

Keywords: Interest Rates; Investment Funds; Banks and Banking; Insurance; Investment Banking; Risk and Uncertainty

24 Apr 2019
Research & Ideas

The 'Amazon Effect' Is Changing Online Price Competition—and the Fed Needs to Pay Attention

It’s no secret that fierce competition from Amazon puts downward pressure on prices charged by Walmart and other big multichannel retailers for the same items. However, the bigger “Amazon effect” relates not to the View Details

Keywords: by Roberta Holland; Retail

Article

Unhealthy Consumerism: The Challenge of Trading Off Price and Quality in Healthcare

By: Kate Barasz and Peter A. Ubel

Over the last decade, healthcare in many parts of the world has shifted toward a more patient-centric, consumeristic model, marked by an emphasis on choice and a proliferation of typical consumer-facing information (e.g., price and quality data). However, while the... View Details

Keywords: Medical Decision-making; Choice; Health Care and Treatment; Quality; Price; Consumer Behavior; Decision Making

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2018
Working Paper

Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets

By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu

We investigate how dynamic pricing can lead to more product returns in the online retail industry. Using detailed sales data of more than two million transactions from the Indian online retail market, where price promotions are very common, we document two types of... View Details

Keywords: Cash On Delivery; Dynamic Pricing; Online Retail; Payment Methods; Strategic Customer Behavior; Opportunistic Returns; Price; Policy; Consumer Behavior; Emerging Markets; Retail Industry

2025
Working Paper

Markups and Cost Pass-through Along the Supply Chain

By: Santiago Alvarez-Blaser, Alberto Cavallo, Alexander MacKay and Paolo Mengano

We study markups and pricing strategies along the supply chain. Our unique dataset combines detailed price and cost information from a large global manufacturer with matched retail prices collected online for the period July 2018 through June 2023. We show that total... View Details

Keywords: Markups; Pricing; Price; Supply Chain; Inflation and Deflation; Cost

Article

Currency Unions, Product Introductions, and the Real Exchange Rate

By: Alberto Cavallo, Brent Neiman and Roberto Rigobon

We use a novel dataset of online prices of identical goods sold by four large global retailers in dozens of countries to study good-level real exchange rates and their aggregated behavior. First, in contrast to the prior literature, we demonstrate that the law of one... View Details

Keywords: Currency Union; Law Of One Price; International Prices; Global Firm; Currency Exchange Rate; Price; International Finance

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30 Sep 2002
Research & Ideas

Use the Psychology of Pricing To Keep Customers Returning

month to $350 per month than from an increase in number of months from 36 to 48. This is tough for price-optimization software to pick up. The behavioral aspects of pricing are things that optimization... View Details

Keywords: by Manda Mahoney

24 Aug 2016
Research & Ideas

Behavioral Economists Can Make You a Healthier Consumer and Smarter Marketer

behavioral science, specifically, behavioral economics, tries to understand consumers as they actually behave and promote changes in their decision making around those biases. Harvard Business School... View Details

Keywords: by Amelia Kunhardt

June 2022 (Revised August 2022)
Case

Dollar Tree: Breaking the Buck

By: Jill Avery and Marco Bertini

For thirty-five years, Dollar Tree, a discount retail chain selling general merchandise, had held its fixed price point steady, pricing all of its household items, food, stationery, books, seasonal items, gifts, toys, and clothing that made up its diverse and... View Details

Keywords: Retailing; Pricing; Pricing Strategy; Discount Retailing; Discount Store; Marketing; Brands and Branding; Marketing Strategy; Price; Inflation and Deflation; Consumer Behavior; Retail Industry; United States

Article

When Talk Is "Free": The Effect of Tariff Structure on Usage Under Two- and Three-Part Tariffs

By: Eva Ascarza, Anja Lambrecht and Naufel Vilcassim

In many service industries, firms introduce three-part tariffs to replace or complement existing two-part tariffs. In contrast with two-part tariffs, three-part tariffs offer allowances, or “free” units of the service. Behavioral research suggests that the attributes... View Details

Keywords: Pricing; Nonlinear Pricing; Discrete/continuous Choice Model; Three-part Tariffs; Free Products; Price; Consumer Behavior; Analysis; Learning; Risk and Uncertainty

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September–October 2018
Article

Online MAP Enforcement: Evidence from a Quasi-Experiment

By: Ayelet Israeli

This paper investigates a manufacturer’s ability to influence compliance rates among its authorized online retailers by exploiting changes in the Minimum Advertised Price (MAP) policy and in dealer agreements. MAP is a pricing policy widely used by manufacturers to... View Details

Keywords: Pricing Policies; Pricing; Channel Management; Legal Aspects Of Business; Retail; Price; Policy; Governance Compliance; Distribution Channels; Management; Retail Industry

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2023
Working Paper

Algorithm Failures and Consumers' Response: Evidence from Zillow

By: Isamar Troncoso, Runshan Fu, Nikhil Malik and Davide Proserpio

In November 2021, Zillow announced the closure of its iBuyer business. Popular media largely attributed this to a failure of its proprietary forecasting algorithm. We study the response of consumers to Zillow’s iBuyer business closure. We show that after the iBuyer... View Details

Keywords: Algorithmic Pricing; Price; Forecasting and Prediction; Consumer Behavior; Real Estate Industry

December 2011
Article

Prices or Knowledge? What Drives Demand for Financial Services in Emerging Markets?

By: Shawn A. Cole, Thomas Sampson and Bilal Zia

Financial development is critical for growth, but its micro-determinants are not well understood. We test leading theories of low demand for financial services in emerging markets, combining novel survey evidence from Indonesia and India with a field experiment. We... View Details

Keywords: Price; Knowledge; Demand and Consumers; Emerging Markets; Banks and Banking; Education; Finance; Behavior; Service Operations; Financial Services Industry; India; Indonesia

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2019
Working Paper

Real Exchange Rate Behavior: New Evidence from Matched Retail Goods

By: Alberto Cavallo, Brent Neiman and Roberto Rigobon

We use a dataset containing daily prices for thousands of matched retail products in nine countries to study tradable-goods real exchange rates. Prices were collected from the websites of large multi-channel retailers and then carefully matched into narrowly-deﬁned... View Details

Keywords: Purchasing Power Parity; Online Prices; Real Exchange Rate; Macroeconomics; Currency Exchange Rate; Price; Internet and the Web

July 2015 (Revised September 2017)
Case

Ron Johnson: A Career in Retail

By: Das Narayandas, Joshua D. Margolis and Ryan Raffaelli

In April 2013, Ron Johnson (HBS '84) stepped down after just 18 months as CEO of J.C. Penney. In his brief tenure, Johnson, an acclaimed retailer respected for his innovation and success in shaping the retail image at Target and Apple, introduced dramatic departures... View Details

Keywords: Leadership; Leadership Development; Legal Industry; Procurement; Professional Service Firms; Pricing; Organizational Behavior Modification; Change Management; Innovation Leadership; Situation or Environment; Failure; Management Teams; Brands and Branding; Competition; Retail Industry; United States

December 2020
Article

Consumer Reactance to Promotional Favors

By: Marco Bertini and Aylin Aydinli

Promotional favors are an increasingly popular but seldom researched form of price promotion where the receipt of the saving by consumers depends on an action on their part that is nonmonetary in nature, such as completing a questionnaire, posting a review, or making a... View Details

Keywords: Promotional Favors; Conditional Discounts; Psychological Reactance; Price Promotions; Pricing; Marketing; Price; Consumer Behavior

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