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Columbia Business School Research

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At the Forefront of Their Fields
The Columbia Advantage

At Columbia Business School, our faculty members are at the forefront of research in their respective fields, offering innovative ideas that directly impact business practice today. A glance at our publication on faculty research, CBS Insights, will give you a sense of the breadth and immediacy of the insight our professors provide.

Columbia Business School in conjunction with the Office of the Dean provides its faculty, PhD students, and other research staff with resources and cutting edge tools and technology to help push the boundaries of business research.

Specifically, our goal is to seamlessly help faculty set up and execute their research programs. This includes, but is not limited to:

  • Highly skilled staff of full-time predoctoral fellows, summer research interns, and part-time research assistants
  • Access to centralized funding from the Dean's office and external grants to support research activities
  • Providing a state-of-the-art high-performance grid computing environment
  • Acquisition of proprietary data sets and access to various databases
  • Leading library which provides faculty with latest tools and techniques to enable digital scholarship

All these activities help to facilitate and streamline faculty research, and that of the doctoral students working with them.

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Type
Journal Article

Business Collective Action: An Integrative Review And Framework

Author
Buchanan, Sean , Lærke Højgaard Christiansen, Lori Yue , and Jochem Kroezen

Business collective action (BCA) has long been a topic of interest to management scholars. However, our theoretical understanding of this important phenomenon has been hindered by its fragmented development in the literature. To address this shortcoming, we conduct a comprehensive review of BCA across a wide range of disciplines in management including corporate political activity, private regulation, strategic management, and organizational institutionalism.

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Type
Journal Article

Corporate Endorsement of Controversial Nationalist Movement: Influences of Divergent Customers and Consequences

Author
Yue, Lori, Jiexin Zheng, Kaixian Mao, and Tiantian Yang

A growing body of research has revealed that firms leverage nationalism in their strategies. However, it is unclear why some firms are more likely to do so than others. This paper uses institutional theory to address this question and examines the influences of domestic and foreign customers. We study firms’ responses to nationalist movements, a type of sociopolitical mobilization arising in response to international controversies.

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Type
Journal Article

Delegation in Hiring: Evidence from a Two-Sided Audit

Author
Cowgill, Bo and Patryk Perkowski

Firms increasingly delegate job screening to third-party recruiters, who must not only satisfy employers' demand for different types of candidates, but also manage yield by anticipating candidates' likelihood of accepting offers. We study how recruiters balance these objectives in a novel, two-sided field experiment. Our results suggest that candidates' behavior towards employers is very correlated, but that employers' hiring behavior is more idiosyncratic.

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Type
Journal Article

Demographic Diversity and Collusion in Teams

Author
Glover, Jonathan and Eunhee Kim

We study optimal workforce and contract design for a firm that employs a team of two agents. The agents have possibly diverse demographic characteristics captured by their discount factors. We also study optimal team design for four agents with given discount factors—two with low discount factors and two with high discount factors—who are to be assigned to two teams and identify conditions under which diverse assignment is optimal.

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Type
Journal Article

Developing a Posterior Model from a Weak Prior with Panel Data, in Robert P. Leone, ed.

Author
Lehmann, Donald
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Type
Journal Article

Digital Therapy for Negative Consumption Experiences: The Impact of Emotional and Rational Reviews on Review Writers

Author
Morwitz, Vicki and Alisa Wu

This research tests a solution for consumers to recover faster from negative experiences. We identify this solution by examining how the manner in which review writers express their emotions and rational thoughts in their reviews causally influences review writers.

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Type
Journal Article

Do ESG Funds Make Stakeholder-Friendly Investments?

Author
Rajgopal, Shivaram and Aneesh Raghunandan

Investment funds that claim to focus on socially responsible stocks have proliferated in recent times. In this paper, we verify whether ESG mutual funds actually invest in firms that have stakeholder-friendly track records. Using a comprehensive sample of self-labelled ESG mutual funds (as identified by Morningstar) in the United States from 2010 to 2018, we find that these funds hold portfolio firms with worse track records for compliance with labor and environmental laws, relative to portfolio firms held by non-ESG funds managed by the same financial institutions in the same years.

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Type
Journal Article

Empirical Operations Management in MS and M&SOM: A Review of the Last Two Decades

Author
Olivares, Marcelo, C. Terwiesch, B.R. Staats, and V. Gaur
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Type
Journal Article

Founder-CEO Compensation and Selection into Venture Capital-Backed Entrepreneurship

Author
Ewens, Michael and Christopher Stanton

We show theoretically that a critical determinant of the attractiveness of VC-backed entrepreneurship for high-earning potential founders is the expected time to develop a startup’s initial product. This is because founder-CEOs’ cash compensation increases substantially after product development, alleviating the non-diversifiable risk that founders face at startup birth.

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Type
Journal Article

From PAFTAD to APEC: Economist, Networks and Public Policymaking In Critical Perspectives in World Economy (2007)

Author
Patrick, Hugh, Peter Drysdale, and Takashi Terada
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Type
Journal Article

Gender Differences in Climbing up the Ladder: Why Experience Closes the Ambition Gender Gap

Author
Wald, Kristina, Mabel Abraham , Brian Pike , and Adam Galinsky

Women are unequally represented in the highest positions in society. Beyond discrimination and bias, women are missing from the top because they are less likely to pursue high-ranking opportunities. We propose that experience is a critical moderator of gender differences in pursuing leadership opportunities, with low-experience women being particularly unlikely to seek higher-level positions. Field analyses of 96 years of U.S. Senator and Governor elections examined male and female politicians’ propensity to run for higher political offices.

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Type
Journal Article

Information Markets and the Comovement of Asset Prices

Author
Veldkamp, Laura
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Type
Journal Article

Informational frictions and the credit crunch

Author
Darmouni, Olivier

In this paper, I estimate the magnitude of an informational friction limiting credit reallocation to firms during the 2007 to 2009 financial crisis. Because lenders rely on private information when deciding which relationship to end, borrowers looking for a new lender are adversely selected. I show how to separately identify private information from information common to all lenders but unobservable to the econometrician by using bank shocks within a discrete choice model of relationships.

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Type
Journal Article

International Yield Co-movements

Author
Bekaert, Geert and Andrey Ermolov

We decompose long-term nominal bond yields into real and inflation components in an international context using inflation-linked and nominal bonds. In contrast to extant results, real rate variation dominates the variation in inflation-linked and nominal yields. Cross-country nominal and inflation-linked yield correlations have declined since the Great Recession. Real rates are the main source of the correlation between nominal yields. Our results are robust to various alternative measurements of inflation expectations and the liquidity premium.

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Type
Journal Article

Knowing What Others Know: Coordination Motives in Information Acquisition

Author
Veldkamp, Laura and Christian Hellwig
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Type
Journal Article

Measuring U.S. Fiscal Capacity using Discounted Cash Flow Analysis

Author
Jiang, Z., H. Lustig, Stijn Van Nieuwerburgh , and M. Xiaolan-Zhang

We use discounted cash flow analysis to measure the projected fiscal capacity of the U.S. federal government. We apply our valuation method to the CBO’s projections for the U.S. federal government’s primary deficits between 2022 and 2052 and projected debt outstanding in 2052. The discount rate for projected cash flows and future debt must include a GDP or market risk premium in recognition of the risk associated with future surpluses. Despite current low interest rates, we find that U.S. fiscal capacity is more limited than commonly thought.

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Type
Journal Article
Journal
Econometrica

Media Competition and Social Disagreement

Author
Perego, Jacopo and Sevgi Yuksel

We study the competitive provision and endogenous acquisition of political information. Our main result identifies a natural equilibrium channel through which a more competitive market decreases the efficiency of policy outcomes. A critical insight we put forward is that competition among information providers leads to informational specialization: firms provide relatively less information on issues that are of common interest and relatively more information on issues on which agents’ preferences are heterogeneous.

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Type
Journal Article

Multi-dimensional (Partitioned) Pricing

Author
Lehmann, Donald
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Type
Journal Article

Multi-dimensional (Partitioned) Pricing, in Andreas Hunterhuber, ed.

Author
Estelami, Hooman and Donald Lehmann
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Type
Journal Article

My boss is younger, less educated, and shorter tenured: When and why status (in)congruence influences promotion system justification.

Author
Li, Huisi (Jessica), Xiaoyu (Christina) Wang, Michele Williams, Ya-Ru Chen, and Joel Brockner

Supervisors are usually older, more educated, and longer tenured than their subordinates, a situation known as status congruence. However, subordinates are increasingly experiencing status incongruence, in which their supervisors lack these traditional status markers. We examine how status congruence versus incongruence interacts with subordinates’ judgments of their supervisors’ competence to influence subordinates’ perceptions of the promotion system.

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Type
Journal Article

Nissan and Jaguar's Global Branding

Author
Zaretsky, Elina
This paper compares localization vs. standardization in global branding for two car manufacturers – Nissan and Jaguar. Jaguar’s more standard global branding approach across many countries appears to have earned the firm significant growth in sales.
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Type
Journal Article
Journal
Journal of Political Economy

On Information Design in Games

Author
Mathevet, Laurent, Jacopo Perego , and Ina Taneva

Information provision in games influences behavior by affecting agents' beliefs about the state, as well as their higher-order beliefs. We first characterize the extent to which a designer can manipulate agents' beliefs by disclosing information. We then describe the structure of optimal belief distributions, including a concave-envelope representation that subsumes the single-agent result of Kamenica and Gentzkow (2011). This result holds under various solution concepts and outcome selection rules.

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Type
Journal Article

Portfolio Turnpike Theorems, Risk Aversion and Regularly Varying Utility Functions

Author
Huberman, Gur and Stephen Ross

We consider a portfolio selection problem for an investor who consumes at the end of a finite horizon. With important qualifications on the sufficiency part, we show that convergence of the optimal investment policy as the horizon becomes distant occurs if and only if the corresponding Arrow-Pratt coefficient of relative risk aversion converges as wealth increases. A major step in the proof shows that convergence of the Arrow-Pratt coefficient of relative risk aversion is equivalent to regular variation of the marginal utility function.

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Type
Journal Article

Quantitative Empirical Generalizations and Progress Toward Knowledge: Pushing the Meta-Analysis Envelope

Author
Lehmann, Donald
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Type
Journal Article

Race and Gender in Entrepreneurial Finance

Author
Ewens, Michael

Economic frictions pervade the founding, financing, growing, and exiting of high-growth entrepreneurial firms. This chapter considers one friction that currently affects a small, but important, set of entrepreneurs: racial and gender discrimination. I first collect facts from a large empirical literature that show clear gender and race gaps in participation and financing of startups. Female founders manage 16-25% of all startups, while Black entrepreneurs rarely exceed 3% of the startup population.

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Type
Journal Article

Replacing quarantine of COVID-19 contacts with periodic testing is also effective in mitigating the risk of transmission

Author
Olivares, Marcelo, P. Foncea, and S. Mondschein
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Type
Journal Article

Rise of the New Conglomerates

Author
Harrigan, Kathryn
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Type
Journal Article

Rules and Commitment in Communication: An Experimental Analysis

Author
Perego, Jacopo, Alessandro Lizzeri, and Guillaume Frechette

We study the role of commitment in communication and its interactions with rules, which determine whether information is verifiable. Our framework nests models of cheap talk, information disclosure, and Bayesian persuasion. It predicts that commitment has opposite effects on information transmission under the two alternative rules. We leverage these contrasting forces to experimentally establish that subjects react to commitment in line with the main qualitative implications of the theory. Quantitatively, not all subjects behave as predicted.

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Type
Journal Article

Strategic Upward Striving Toward $100 Million Revenue: Setting Goals to Attract External Attention

Author
Keum, Daniel

We provide evidence that in certain contexts, firms set upward-striving goals and that this upward striving yields significant performance and visibility benefits. We develop a model of variable attention in which, as firms’ performance levels approach cognitively salient round numbers, managers strategically shift their focus from easier-to-reach goals based on historical and social reference points to more challenging goals that provide external visibility and capital market benefits.

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Type
Journal Article

The (Re)Production of Inequality in Evaluations: A Unifying Framework Outlining the Drivers of Gender and Racial Differences in Evaluative Outcomes*

Author
Abraham, Mabel, Tristan Botelho, and Gabrielle Lamont-Dobbin

Evaluations play a critical role in the allocation of resources and opportunities.
Although evaluation systems are a cornerstone of organizational and market
processes, they often reinforce social and economic inequalities. The body of
organizational research on inequality and evaluations is extensive, but it is also
fragmented, siloed within specific contexts and types of evaluations (e.g., hiring,
performance). As a result, we currently lack a systemic understanding of the
conditions under which inequalities emerge. This paper provides a unifying

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Type
Journal Article

The Effect of Personalized Content in Media Entertainment on Engagement with the Domain

Author
Lee, Byung Cheol and Gita Johar

From Netflix to Spotify to TikTok, consumers’ entertainment experiences increasingly revolve around personalized content. Does consuming personalized content in a specific entertainment domain influence the likelihood of consumers discussing that domain overall, beyond the specific content they engage with? Across eleven experiments, we investigate the impact of personalized content in the music and short-form video domains (i.e., content that feels tailored to one’s tastes) on the intent to discuss domain-related topics. We find that the impact of consuming personalized content (vs.

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Type
Journal Article

The Gender Disclosure Gap: Salary History Bans Unravel When Men Volunteer their Income

Author
Cowgill, Bo, Amanda Agan , and Laura Gee

New laws aim to reduce inequality by limiting the information employers can seek. Although employers are forbidden from seeking certain information, workers are free to disclose voluntarily. A large survey of the US workforce shows that men are more likely to disclose their salaries unprompted, particularly when they believe that other candidates are volunteering. Women report higher disclosure costs (particularly non-pecuniary psychological or cultural costs), and are more likely to resist disclosing (even if others disclose).

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Type
Journal Article

The preeminence of communality in the leadership preferences of followers

Author
Ponce de Leon, Rebecca and E. R. Bailey

Widespread narratives about leadership often emphasize the importance of exhibiting agentic traits like assertiveness, ambition, and confidence. Counter to this perspective, the present research suggests that when evaluating leaders, followers especially value communal traits, such as honesty, open-mindedness, and compassion—even at the expense of agentic traits. Eight preregistered studies reveal that people describe their ideal leader as more communal than the typical leader, representing a divide between preferred versus prototypical leaders.

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Type
Journal Article

The Privilege to be yourself

Author
Bailey, E. R., J.T. Carter, Sheena Iyengar , and Adam Galinsky
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Type
Journal Article

The Relevance of Rigor

Author
Lehmann, Donald
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Type
Journal Article

The Variance Risk Premium in Equilibrium Models

Author
Bekaert, Geert, Eric Engstrom, and Andrey Ermolov

The equity variance risk premium is the expected compensation earned for selling variance risk in equity markets. The variance risk premium is positive and shows only moderate persistence. High variance risk premiums coincide with the left tail of the consumption growth distribution shifting down. These facts, together with risk neutral skewness being substantially more negative than physical return skewness, refute the bulk of the extant consumption-based asset pricing models. We introduce a tractable habit model that does fit the data.

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Type
Journal Article

Three-Way Multivariate Conjoint Analysis

Author
DeSarbo, Wayne S., J. Douglas Carroll, Donald Lehmann , and John O'Shaughnessy
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Type
Journal Article

Using Specific Attributes for Predicting Television Show Audience Share

Author
Lehmann, Donald
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Type
Journal Article

Watch what they do, not what they say: Estimating regulatory costs from revealed preferences

Author
Xiao, Kairong, Adrien Alvero, and Sakai Ando
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Type
Journal Article

When the One True Faith Trumps All: Low Religious Diversity, Religious Intolerance, and Science Denial

Author
Ding, Yu, Gita Johar , and Michael Morris
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