Publications

24 Apr 2019
HBS Seminar

Dimitris Papanikolaou, Kellogg School of Management, Northwestern University

20 Aug 2013
First Look

First Look: August 20

Publications August 2013 Marketing Science Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans By: Chung, Doug J., Thomas Steenburgh, and K. Sudhir Abstract—We estimate a dynamic structural model of sales force... View Details

Keywords: Anna Secino

2023
Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju

As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result

Web

Business, Government & the International Economy - Faculty & Research

findings, we propose a conceptual framework wherein rhetorical alignment serves as a commitment device: firms commit to supporting Party interests, and the Party commits to refraining from expropriation. Additional predictions of the... View Details

Web

Behavioral Finance & Financial Stability

price increases do not predict lower returns going forward, these increases do predict substantial heightened probability of a crash. Simple attributes related to the price run up can help View Details

April–May 2024
Article

Gone with the Big Data: Institutional Lender Demand for Private Information

By: Jung Koo Kang

I explore whether big-data sources can crowd out the value of private information acquired through lending relationships. Institutional lenders have been shown to exploit their access to borrowers’ private information by trading on it in financial markets. As a shock... View Details

Keywords: Analytics and Data Science; Borrowing and Debt; Financial Markets; Value; Knowledge Dissemination; Financing and Loans

SSRN

October 15, 2021
Article

Virtuous Victims

By: Jillian J. Jordan and Maryam Kouchaki

How do people perceive the moral character of victims? We find, across a range of transgressions, that people frequently see victims of wrongdoing as more moral than non-victims who have behaved identically. Across 15 experiments (total n = 9,355), we document this... View Details

Keywords: Moral Judgment; Restorative Justice; Punishment; Compensation; Person Perception; Moral Sensibility; Judgments; Perception

2019
Working Paper

Industrial Change, the Boundary of the Firm, and Racial Employment Segregation

By: John-Paul Ferguson and Rembrand Koning

Racial employment segregation between large workplaces in America has grown over the last generation. We know little about how changes in patterns of employment by economic sector have contributed to this growth, though. While there are many stylized narratives about... View Details

Keywords: Workplace Segregation; Firm Boundaries; Organizations; Employees; Segmentation; Race; Change; United States

July 23, 2019
Article

Is the U.S. on Its Way to Becoming a Cashless Society?

By: Shelle Santana

The rise of digital payments, including credit cards, debit cards, and mobile payments systems, have contributed to the steady shift in payment practices among consumers. According to the FDIC, cash represented just 30% of all payments in 2017, and the percentage of... View Details

Keywords: Payment Methods; Cash; Credit Cards; Consumer Behavior; Change; United States

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Article

How Did the Great Recession Affect Charitable Giving?

By: Arthur C. Brooks

A great deal of research has studied the effects of income and tax changes on charitable giving. However, little work has focused on how these relationships were affected by the Great Recession. This article estimates the tax and income effects using the 2009 Panel... View Details

Keywords: Charitable Giving; Great Recession; Philanthropy; Philanthropy and Charitable Giving; Financial Crisis; Taxation; Policy

2024
Article

Financial Constraints and Short-term Planning are Linked to Flood Risk Adaptation Gaps in U.S. cities

By: Shirley Lu and Anya Nakhmurina

Adaptation is critical in reducing the inevitable impact of climate change. Here we study cities’ adaptation to elevated flood risk by introducing a linguistic measure of adaptation extracted from financial disclosures of 431 US cities over 2013–2020. While cities with... View Details

Keywords: City; Natural Disasters; Climate Change; Adaptation; Risk and Uncertainty; Strategic Planning

2025
Working Paper

Is Love Blind? AI-Powered Trading with Emotional Dividends

By: De-Rong Kong and Daniel Rabetti

We leverage the non-fungible tokens (NFTs) setting to assess the valuation of emotional dividends (LOVE), a long-standing empirical challenge in private-value markets such as art, antiques, and collectibles. Having created and validated our proxy, we use deep learning... View Details

Keywords: NFTs; Non-fungible Tokens; AI and Machine Learning; Valuation; Financial Markets

SSRN

November 2022
Article

The Sharp Spikes of Poverty: Financial Scarcity Is Related to Higher Levels of Distress Intensity in Daily Life

By: Jon M. Jachimowicz, Erin L. Frey, Sandra C. Matz, Bertus F. Jeronimus and Adam D. Galinsky

Although income is an important predictor of life satisfaction, the precise forces that drive this relationship remain unclear. We propose that financial resources afford individuals a path to reducing the distressing impact of everyday hassles, in turn increasing... View Details

Keywords: Distress; Affect; Control; Financial Scarcity; Life Satisfaction; Income; Poverty; Well-being

December 2021
Article

Left- and Right-Leaning News Organizations Use Negative Emotional Content and Elicit User Engagement Similarly

By: Andrea Bellovary, Nathaniel Young and Amit Goldenberg

Negativity has historically dominated news content; however, little research has examined how news organizations use affect on social media, where content is generally positive. In the current project we ask a few questions: Do news organizations on Twitter use... View Details

Keywords: Negative Press; Twitter; Political Affiliation; Affect; News; Media; Internet and the Web; Emotions; Perspective; Social Media

Article

Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study

By: Gautam Ahuja

To assess the effects of a firm's network of relations on innovation, this paper elaborates a theoretical framework that relates three aspects of a firm's ego network-direct ties, indirect ties, and structural holes (disconnections between a firm's partners)—to the... View Details

Keywords: Strategy; Social and Collaborative Networks; Innovation and Invention; Chemical Industry

Purchase

Article

Getting the Most Out of Giving: Concretely Framing a Prosocial Goal Maximizes Happiness

By: Melanie Rudd, Jennifer Aaker and Michael I. Norton

Across six field and laboratory experiments, participants assigned a more concretely-framed prosocial goal (e.g., making someone smile or increasing recycling) felt happier and reported creating greater personal happiness after performing a goal-directed act of... View Details

Keywords: Prosocial Behavior; Goal Framing; Affective Forecasting; Goals and Objectives; Happiness; Philanthropy and Charitable Giving

2006
Article

Deposit Collectors

By: Nava Ashraf, Dean Karlan and Wesley Yin

Informal lending and savings institutions exist around the world, and often include regular door-to-door deposit collection of cash. Some banks have adopted similar services in order to expand access to banking services in areas that lack physical branches. Using a... View Details