Publications

Find at Harvard

2013
Working Paper

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Sunil Gupta

As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spend by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard online... View Details

Keywords: Internet and the Web; Digital Marketing

Randomized experiments have become the standard method for companies to evaluate the performance of new products or services. In addition to augmenting managers' decision-making, experimentation mitigates risk by limiting the proportion of customers exposed to... View Details

2025
Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza

As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details

Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing

SSRN

February 2010
Case

Burt's Bees: Balancing Growth and Sustainability (Multimedia)

By: Christopher Marquis

The case examines sustainability initiatives at Burt's Bees, with video segments that detail the company's history, leadership, and implementation of ambitious 2020 sustainability goals. The company traces its roots to 1984, when Roxanne Quinby and Burt Schavitz teamed... View Details

Keywords: Balance and Stability; Leadership; Problems and Challenges; Business or Company Management; Growth Management; Organizational Culture; Corporate Social Responsibility and Impact; Environmental Sustainability; Mergers and Acquisitions; Social Enterprise; Organizational Change and Adaptation; Ethics

2023
Working Paper

Detecting Structural Breaks in Inflation Trends: A High-Frequency Approach

By: Alberto Cavallo and Gaston Garcia Zavaleta

We combine standard structural-break methods with high-frequency data to identify shifts in inflation trends. We use this approach to study the inflation dynamics of 25 countries from January 2022 to April 2023 and find evidence of a broad-based slowdown in about half... View Details

Keywords: Inflation and Deflation; Global Range; Economic Slowdown and Stagnation; Analysis; Price

2018
Working Paper

Diagnostic Bubbles

By: Pedro Bordalo, Nicola Gennaioli, Spencer Yongwook Kwon and Andrei Shleifer

We introduce diagnostic expectations into a standard setting of price formation in which investors learn about the fundamental value of an asset and trade it. We study the interaction of diagnostic expectations with two well-known mechanisms: learning from prices and... View Details

Keywords: Bubbles; Price Bubble; Mathematical Methods

2018
Chapter

Behavioral Household Finance

By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian

This chapter provides an overview of household finance. The first part summarizes key facts regarding household financial behavior, emphasizing empirical regularities that are inconsistent with the standard classical economic model and discussing extensions of the... View Details

Keywords: Personal Finance; Global Range; Household; Behavior; Strategy; Governing Rules, Regulations, and Reforms; Product Design; Welfare

March 2012
Article

Advertising Disclosures: Measuring Labeling Alternatives in Internet Search Engines

By: Benjamin Edelman and Duncan S. Gilchrist

In an online experiment, we measure users' interactions with search engines, both in standard configurations and in modified versions with clearer labels identifying search engine advertisements. In particular, for a random subset of users, we change "Sponsored links"... View Details

Keywords: Corporate Disclosure; Online Advertising; Measurement and Metrics; Internet; Search Technology; Education; Labels

Find at Harvard

Meeting the new standard for leadership. Higher Ambition is required reading for every leader who refuses to compromise between people and performance. Choosing one or the other may have worked in the past, but it won't work now. As global competition stiffens and... View Details

December 2002
Case

National Economic Accounting: Past, Present, and Future

By: David A. Moss and Sarah A. Brennan

Presents the fundamentals of GDP accounting (including definitions, etc.), examines the history of national accounting, and surveys the international debate over "Green GDP." The first section explains the basic rules and definitions of national economic accounting and... View Details

Keywords: History; Natural Environment; Quality; Accounting; Forecasting and Prediction; Environmental Sustainability; Economy; United States

February 2016 (Revised February 2020)
Teaching Note

Oberoi Hotels: Train Whistle in the Tiger Reserve

By: Ryan W. Buell and Ananth Raman

Celebrated as one of the world's premiere luxury hotel brands, Oberoi Hotels attracts and serves some of the most quality sensitive guests in the world. The case considers the challenge of how an organization with a standardized service model can repeatedly delight... View Details

Keywords: Service Quality; Service Management; Service Quality Competition; Customer Management; Customer Service Excellence; Employee Empowerment; Employee Engagement; Employee Training; Hospitality; Hotel Industry; Service Delivery; Service Operations; Customer Satisfaction; Employees; Training; Quality; Accommodations Industry; India

March 1997
Background Note

Asymmetric Information: Market Failures, Market Distortions, and Market Solutions

Presents a conceptual framework for thinking about markets characterized by asymmetric information. Presents the standard economic analysis of "the lemons problem," and demonstrates how asymmetric information may lead to market inefficiencies and alter the distribution... View Details

Keywords: Competitive Strategy

The American economy is clearly struggling to recover from a recession of unusual depth and duration, as we are reminded nearly every day. But the United States also faces a less visible but more fundamental challenge: a series of underlying... View Details

2018
Working Paper

Is Overconfidence a Motivated Bias? Experimental Evidence

By: Jennifer M. Logg, Uriel Haran and Don A. Moore

Are overconfident beliefs driven by the motivation to view oneself positively? We test the relationship between motivation and overconfidence using two distinct, but often conflated, measures: better-than-average (BTA) beliefs and overplacement. Our results suggest... View Details

Keywords: Self-perception; Overconfidence; Motivation; Better-Than-Average Effect; Specifically; Personal Characteristics; Perception; Motivation and Incentives; Cognition and Thinking

SSRN

26 Feb 2013
First Look

First Look: Feb. 26

acquisition (CPA). However, these standard online advertising metrics are plagued with attribution problems and do not account for dynamics. These issues can easily lead firms to overspend on some actions and thus waste money, and/or... View Details

Keywords: Sean Silverthorne

November 2010 (Revised January 2011)
Case

Computerized Provider Order Entry at Emory Healthcare

By: Richard G. Hamermesh, F. Warren McFarlan, Mark Keil, Andrew Katz, Michael Morgan and David LaBorde

The Computerized Provider Order Entry at Emory Healthcare case presents one hospital system's efforts to implement computerized provider order entry (CPOE) across all of its hospitals and the challenges they faced in doing so. Issues such as standardization of care,... View Details

Keywords: Health Care and Treatment; Information Management; Management Systems; Standards; Service Delivery; Business Processes; Organizational Change and Adaptation; Projects; Information Technology; Applications and Software; Health Industry

Article

Changes in Negative Reciprocity as a Function of Age

By: Yoella Bereby-Meyer and Shelly Fiks

Standard economic models assume people exclusively pursue material self-interests in social interactions. However, people exhibit social preferences; that is, they base their choices partly on the outcomes others obtained in a social interaction. People care about... View Details