Publications

Article

Towards Robust and Reliable Algorithmic Recourse

By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan approvals), there has been growing interest in post-hoc techniques which provide recourse to affected individuals. These techniques generate recourses under the assumption... View Details

Keywords: Machine Learning Models; Algorithmic Recourse; Decision Making; Forecasting and Prediction

2020
Chapter

Reserve Accumulation, Sovereign Debt, and Exchange Rate Policy

By: Laura Alfaro and Fabio Kanczuk

In the past decade, foreign participation in local-currency bond markets in emerging countries increased dramatically. Additionally, emerging countries are increasingly deviating from inflation targeting regimes, managing their exchange rate and engaging in... View Details

Keywords: Reserves; Exchange Rate; Sovereign Finance; Currency Exchange Rate; Policy

2014
Working Paper

Islam, Inequality, and Pre-Industrial Comparative Development

By: Stelios Michalopoulos, Alireza Naghavi and Giovanni Prarolo

This study explores the interaction between trade and geography in shaping the Islamic economic doctrine and in turn the comparative development of the Muslim world. We build a model where an unequal distribution of land quality in presence of trade opportunities... View Details

Keywords: Islam; Inequality In Land Quality; Wealth Accumulation; Public Good Investment; Conflict; Wealth; Geography; Religion; Trade

summer 2008
Article

Corporate Social Responsibility Through an Economic Lens

By: Forest L. Reinhardt, Robert N. Stavins and Richard H.K. Vietor

Business leaders, government officials, and academics are focusing considerable attention on the concept of "corporate social responsibility" (CSR), particularly in the realm of environmental protection. Beyond complete compliance with environmental regulations, do... View Details

Keywords: Profit; Governance Compliance; Governing Rules, Regulations, and Reforms; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Environmental Sustainability

2023
Article

On Minimizing the Impact of Dataset Shifts on Actionable Explanations

By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju

The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions. However, several technical challenges arise when providing such actionable explanations in practice. For instance, models... View Details

Keywords: Mathematical Methods; Analytics and Data Science

2020
Working Paper

Strategic Foresight as Dynamic Capability: A New Lens on Knightian Uncertainty

By: J. Peter Scoblic

This paper proposes to treat strategic foresight as a dynamic capability, providing a new theoretical lens on managerial judgment. Formulating strategy under uncertainty is a central challenge facing the modern firm. Analogy is thought to help managers make sense of... View Details

Keywords: Foresight; Dynamic Capabilities; Managerial Judgment; Risk and Uncertainty; Management; Strategy

2010
Chapter

Backlash to Arbitration: Three Causes

By: Louis T. Wells

There are at least three reasons for the current backlash among developing countries against the international regime that governs disputes between foreign investors and host governments. First is the inconsistency of the decisions rendered by arbitration panels... View Details

Keywords: Developing Countries and Economies; International Finance; Foreign Direct Investment; Agreements and Arrangements; Business and Government Relations; Conflict Management

April 2009
Journal Article

Perspectives on the Productivity Dilemma

By: Paul S. Adler, Mary Benner, David James Brunner, John Paul MacDuffie, Emi Osono, Bradley R. Staats, Hirotaka Takeuchi, Michael Tushman and Sidney G. Winter

For more than a century, operations researchers have recognized that organizations can increase efficiency by adhering strictly to proven process templates, thereby rendering operations more stable and predictable. For several decades, researchers have also recognized... View Details

Keywords: Learning; Innovation and Invention; Knowledge Use and Leverage; Operations; Business Processes; Organizational Change and Adaptation; Performance Efficiency; Performance Improvement; Performance Productivity; Adaptation

2024
Working Paper

“If You’re Not There… You’re Not There”: How Art Market Platforms Induce Status Anxiety to Coerce Participation

By: James Riley and Ezra Zuckerman Sivan

This paper, an 18-month ethnographic investigation of international art fairs (IAFs), shows how market platforms can have a coercive effect, inducing sellers (i.e., art galleries) to participate despite ambivalence over their value and anxiety over the process by which... View Details

Keywords: Market Participation; Status and Position; Competition; Demand and Consumers; Fine Arts Industry

December 2019
Article

It Helps to Ask: The Cumulative Benefits of Asking Follow-up Questions

By: Michael Yeomans, Alison Wood Brooks, Karen Huang, Julia A. Minson and Francesca Gino

In a recent article published in Journal of Personality and Social Psychology (JPSP; Huang, Yeomans, Brooks, Minson, & Gino, 2017), we reported the results of 2 experiments involving “getting acquainted” conversations among strangers and an observational field... View Details

Keywords: Question-asking; Conversation; Communication; Relationships; Interpersonal Communication

November 2020 (Revised June 2022)
Case

Community-First Public Safety

By: Mitchell B. Weiss and Sarah Mehta

How many police officer positions to fund? In August 2020, the question facing St. Paul Mayor Melvin Carter, which might have seemed routine to another mayor at another time in another place, was anything but. A pandemic had rendered the city some $19-$34 million short... View Details

Keywords: Race; Law Enforcement; Governance; Decision Making; Safety; Social Issues; Public Administration Industry; United States; Minnesota; Saint Paul

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2015
Article

Free at Last, Now What: The Soviet and Chinese Attempts to Offer a Roadmap for the Post-Colonial World

By: Jeremy Friedman

This article seeks to understand the motivations behind the People's Republic of China's attempt to present an alternative development model for the post-colonial world and challenge Soviet leadership in the international communist movement in mid-1960s. When the wave... View Details

Keywords: Development Economics; Business and Government Relations; China; United States; Soviet Union

Research Summary

Building Bridges: The Social Structure of Interdependent Innovation

Multidivisional firms often fail to take advantage of innovations that involve combining resources from distinct divisions. This failure of cross-line-of-business innovation is a consequence of design choices employed to execute the firm’s strategy: in organizing... View Details

March 2022
Case

The Goldman Sachs 10,000 Small Businesses Program: 2009-2021

By: Leonard A. Schlesinger and Julia Kelley

In December 2021, more than a decade after its founding, Goldman Sachs’s 10,000 Small Businesses program was still going strong — and the firm now needed to evaluate potential program modifications to reach a wider group of small business owners. Launched in the... View Details

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2014
Working Paper

Mobilizing Culture for Public Action: Community Participation and Child Rights in Rural Uttar Pradesh

By: Akshay Mangla

Community-based initiatives that work to empower the poor and promote their participation have gained strong support among scholars and practitioners of development. Yet the questionable assumptions about culture and development that inform these initiatives render it... View Details

Keywords: India; Culture; Child Rights; Caste Relations; Child Education; Child Health; India

2018
Working Paper

Channeled Attention and Stable Errors -- Previous Working Version

By: Tristan Gagnon-Bartsch, Matthew Rabin and Joshua Schwartzstein

A common critique of models of mistaken beliefs is that people should recognize their error after observations they thought were unlikely. This paper develops a framework for assessing when a given error is likely to be discovered, in the sense that the error-maker... View Details

Keywords: Perception; Behavior; Theory; Situation or Environment

April 2004 (Revised November 2004)
Background Note

Why Complex Systems Fail

Operationally excellent organizations create competitive opportunities for themselves that are not available to their peers. One view of the manager's competitive dilemma is to pick the right position for his organization, differentiating it, for example, as a... View Details

Keywords: Organizations; Complexity