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  • September 15, 2021
  • Article

Improving Deconvolution Methods in Biology Through Open Innovation Competitions: An Application to the Connectivity Map
By: Andrea Blasco, Ted Natoli, Michael G. Endres, Rinat A. Sergeev, Steven Randazzo, Jin Hyun Paik, N.J. Maximilian Macaluso, Rajiv Narayan, Xiaodong Lu, David Peck, Karim R. Lakhani and Aravind Subramanian
A recurring problem in biomedical research is how to isolate signals of distinct populations (cell types, tissues, and genes) from composite measures obtained by a single analyte or sensor. Existing computational deconvolution approaches work well in many specific...  View Details
Keywords: Deconvolution; Methods; Open Innovation Competition; Genomics; Research; Innovation and Invention
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  • September 2021
  • Article

Learning from Deregulation: The Asymmetric Impact of Lockdown and Reopening on Risky Behavior During COVID-19
By: Edward L. Glaeser, Ginger Zhe Jin, Michael Luca and Benjamin T. Leyden
During the COVID-19 pandemic, states issued and then rescinded stay-at-home orders that restricted mobility. We develop a model of learning by deregulation, which predicts that lifting stay-at-home orders can signal that going out has become safer. Using restaurant...  View Details
Keywords: COVID-19; Lockdown; Reopening; Impact; Coronavirus; Public Health Measures; Mobility; Health Pandemics; Governing Rules, Regulations, and Reforms; Consumer Behavior
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  • Article

The Pitfalls of Pricing Algorithms: Be Mindful of How They Can Hurt Your Brand
By: Marco Bertini and Oded Koenigsberg
More and more companies are relying on pricing algorithms to maximize profits. The use of artificial intelligence and machine learning enables real-time price adjustments based on supply and demand, competitors’ activities, delivery schedules, and so forth. But...  View Details
Keywords: Algorithmic Pricing; Dynamic Pricing; Price; Change; Technology; Brands and Branding; Perception; Consumer Behavior
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  • August 2021
  • Technical Note

Brand You: Crafting Your Personal Brand
By: Jill Avery and Rachel Greenwald
Selling oneself is something that we have to do every day in both professional and personal settings. We face it when we apply for a job, advocate for a promotion or a raise, vie for a leadership position, attempt to land a new client, write a dating profile, or meet a...  View Details
Keywords: Personal Brand; Brand Management; Marketing; Brands and Branding; Identity; Opportunities; Talent and Talent Management; Jobs and Positions; Strength and Weakness; Communication
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  • August 2021
  • Article

Voter Mobilization and Trust in Electoral Institutions: Evidence from Kenya
By: Benjamin Marx, Vincent Pons and Tavneet Suri
Voter mobilization campaigns face trade-offs in young democracies. In a large-scale experiment implemented in 2013 with the Kenyan Electoral Commission (IEBC), text messages intended to mobilize voters boosted participation but also decreased trust in electoral...  View Details
Keywords: Political Participation; Electoral Institutions; Field Experiment; Voting; Political Elections; Behavior; Trust
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  • 2021
  • Working Paper

Risk Sensitivity or Social Signaling? Unmasking Behaviors with Video Analytics
By: Shunyuan Zhang, Kaiquan Xu and Kannan Srinivasan
In 2020, as the novel coronavirus spread globally, face masks were recommended in public settings to protect against and slow down the spread of the coronavirus. Why did people comply, or not, while shopping in 2020? Do these motivations relate to their shopping...  View Details
Keywords: Video Analytics; In-store Shopping; Mask; Sensitivity To Risk; Social Perception; COVID-19; Health Pandemics; Consumer Behavior; Risk and Uncertainty; Attitudes
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  • June 2021
  • Article

Does the Freedom of Information Act Foil the Securities and Exchange Commission's Intent to Keep Investigations Confidential?
By: Braiden Coleman, Kenneth Merkley, Brian Miller and Joseph Pacelli
The Securities and Exchange Commission (SEC) has a long-standing policy to keep formal investigations confidential. In this study, we examine the extent to which compliance with the Freedom of Information Act (FOIA) provides investors with information about ongoing SEC...  View Details
Keywords: Securities And Exchange Commission (SEC) Investigations; Freedom Of Information Act (FOIA); Exemption Denials
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  • 2021
  • Article

To Thine Own Self Be True? Incentive Problems in Personalized Law
By: Jordan M. Barry, John William Hatfield and Scott Duke Kominers
Recent years have seen an explosion of scholarship on “personalized law.” Commentators foresee a world in which regulators armed with big data and machine learning techniques determine the optimal legal rule for every regulated party, then instantaneously disseminate...  View Details
Keywords: Personalized Law; Regulation; Regulatory Avoidance; Regulatory Arbitrage; Law And Economics; Law And Technology; Law And Artificial Intelligence; Futurism; Moral Hazard; Elicitation; Signaling; Privacy; Law; Governing Rules, Regulations, and Reforms; Technology
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  • May 2021 (Revised September 2021)
  • Case

CPE and SUS Environmental: You've Got to Know When to Hold 'Em (A)
By: Josh Lerner and Franko Jira
In July 2016, Di Yang and Grace Guo of the leading Chinese private equity group CPE faced a dilemma—a happy dilemma, but a challenge nonetheless. CPE’s investment in the waste-to-energy firm SUS Environment had proved to be exceedingly successful. This success had...  View Details
Keywords: Decision Choices and Conditions; Private Equity; Financial Liquidity; Investment Return; Growth and Development
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  • Article

Emotional Acknowledgment: How Verbalizing Others' Emotions Fosters Interpersonal Trust
By: Alisa Yu, Justin M. Berg and Julian Zlatev
People often respond to others’ emotions using verbal acknowledgment (e.g., “You seem upset”). Yet, little is known about the relational benefits and risks of acknowledging others’ emotions in the workplace. We draw upon Costly Signaling Theory to posit how emotional...  View Details
Keywords: Emotion; Costly Signaling; Interpersonal Trust; Emotional Valence; Interpersonal Relationships; Empathic Accuracy; Emotions; Relationships; Trust; Interpersonal Communication
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  • May 2021
  • Article

The Firm Next Door: Using Satellite Images to Study Local Information Advantage
By: Jung Koo Kang, Lorien Stice-Lawrence and Forester Wong
We use novel satellite data that track the number of cars in the parking lots of 92,668 stores for 71 publicly listed U.S. retailers to study the local information advantage of institutional investors. We establish car counts as a timely measure of store-level...  View Details
Keywords: Satellite Images; Store-level Performance; Institutional Investors; Local Advantage; Overweighting; Processing Costs; Alternative Data; Big Data; Emerging Technologies; Information; Quality; Institutional Investing; Decision Making; Behavioral Finance
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  • 2021
  • Working Paper

Companies' Responses to Social Activism: A Resource Reconfiguration Perspective
By: Yanhua Bird, Jodi L. Short and Michael W. Toffel
Private politics scholarship portrays companies’ organizational vulnerabilities as opportunities for social activists because they signal openness to change. But meaningful organizational change requires not only openness to change, but capacity to mobilize resources...  View Details
Keywords: Monitoring; Apparel Manufacturing; Protests; Activism; Union; Compensation; Operations; Supply Chain Management; Quality; Safety; Social Issues; Labor Unions; Wages; Compensation and Benefits; Retail Industry; Apparel and Accessories Industry; China
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  • 2021
  • Working Paper

Harbinger Categories
By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester
Past spending by a customer is generally a positive signal of future spending at the same retailer. We show that there exist “Harbinger Categories” for which the reverse is true. The more purchases customers make in these categories, the less likely these customers are...  View Details
Keywords: Churn; Churn Management; Churn/retention; Retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Customer Relationship Management; Consumer Behavior; Retail Industry; United States
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  • 2021
  • Book

Sales Management That Works: How to Sell in a World That Never Stops Changing
By: Frank V. Cespedes
Selling is changing, but the impact on sales of megatrends like ecommerce, big data, and AI is often misunderstood and not supported by empirical data. Managers who fail to separate fact from hype will make decisions based on bad assumptions and, in a competitive...  View Details
Keywords: Sales; Strategy; Salesforce Management; Change; Adaptation
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  • 2021
  • Working Paper

False Signaling and Personal Moral Failings: Two Distinct Pathways to Hypocrisy with Unequal Moral Weight
By: Jillian J. Jordan and Roseanna Sommers
Moral engagement is a key feature of human nature: we hold moral values, condemn those who violate those values, and attempt to adhere to them ourselves. Yet moral engagement can make us appear hypocritical if we fail to behave morally. When does moral engagement risk...  View Details
Keywords: Moral Engagement; Hypocrite; Dishonesty; Moral Values; Moral Sensibility; Behavior; Values and Beliefs
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  • 2020
  • Working Paper

Reputation Fuels Moralistic Punishment That People Judge to Be Questionably Merited
By: Jillian J. Jordan and Nour Kteily
Critics of outrage culture allege that virtue signaling fuels morally questionable punishment. But does reputation actually have the power to motivate punishment that people see as ambiguously deserved? Across four studies (total n = 9,587), among both liberals and...  View Details
Keywords: Outrage; Signaling; Ideology; Moralistic Punishment; Reputation; Moral Sensibility
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  • 2020
  • Working Paper

Institutional Corporate Bond Demand
By: Ishita Sen, Lorenzo Bretscher, Lukas Schmid and Varun Sharma
We compile a rich dataset that links institutional investors' position level holdings with corporate bond characteristics and estimate demand elasticities with respect to critical sources of risk. Persistence in institutions' holdings provide us with an instrument to...  View Details
Keywords: Corporate Bonds; Demand Systems; Insurance Companies; Mutual Funds; Liquidity; Bonds; Insurance; Investment Funds; Financial Liquidity
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  • 2020
  • Working Paper

The Market for Healthcare in Low Income Countries
By: Reshmaan Hussam, Abhijit Banerjee, Jishnu Das, Jeffrey Hammer and Aakash Mohpal
New research clearly identifies trust as an important driver of the demand for healthcare. However, doctors who realize that patients may not trust them may also alter their behavior in response. We assemble a large dataset that assesses clinical performance using...  View Details
Keywords: Health Care and Treatment; Quality; Developing Countries and Economies; Trust
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  • 2020
  • Working Paper

Biased Sampling of Early Users and the Direction of Startup Innovation
By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
Using data from a prominent online platform for launching new digital products, we document that the composition of the platform's ‘beta testers’ on the day a new product is launched has a systematic and persistent impact on the venture's success. Specifically, we use...  View Details
Keywords: Online Platforms; User Research; Market Platforms; Business Startups; Product Launch; Gender
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  • October 2020
  • Case

Unison Capital Korea: Gong Cha
By: Victoria Ivashina and Sangyun Lee
In the Spring of 2017, Soomin Kim, Founding Partner of Unison Capital Korea, and his team were debating the potential exit of Unison Capital Korea’s investment in Gong Cha Korea, the sole local franchisor of the premium milk tea brand that they proprietarily sourced...  View Details
Keywords: Exit; Strategic Decision Making; Private Equity; Investment; Strategy; Investment Return; Decision Making
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