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Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details

Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods

2013
Working Paper

Networks as Covers: Evidence from an On-Line Social Network

By: Mikolaj Jan Piskorski

This paper proposes that networks give actors a cover by giving them the excuse of sociability to engage in normatively prohibited market behaviors. I apply this hypothesis to actors in long-term exclusive relationships who are surreptitiously seeking new relationships... View Details

Keywords: Strategy; Behavior; Ethics; Relationships; Social and Collaborative Networks

August 2010 (Revised January 2013)
Case

Urban Water Partners (A)

By: Karthik Ramanna, George Serafeim and Aldo Sesia

The case explores a new business venture to bring clean water to residents of Dar es Salaam, Tanzania, who otherwise cannot afford it. Management has enough money to get the company through August 2010 but needs more capital thereafter. An HBS alumnus is interested in... View Details

Keywords: Accrual Accounting; Financial Statements; Business Startups; Social Entrepreneurship; Investment; Performance Evaluation; Dar es Salaam; Massachusetts

Oct 2020
Conference Presentation

Optimal, Truthful, and Private Securities Lending

By: Emily Diana, Michael J. Kearns, Seth Neel and Aaron Leon Roth

We consider a fundamental dynamic allocation problem motivated by the problem of securities lending in financial markets, the mechanism underlying the short selling of stocks. A lender would like to distribute a finite number of identical copies of some scarce resource... View Details

Keywords: Differential Privacy; Mechanism Design; Finance; Mathematical Methods

Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework

2018
Article

Service Operations: What Have We Learned?

By: Liana Victorino, Joy M. Field, Ryan W. Buell, Michael J. Dixon, Susan M. Goldstein, Larry J. Menor, Madeleine E. Pullman, Aleda V. Roth, Enrico Secchi and Jie J. Zhang

The purpose of this article is to identify research themes in service operations that have great potential for exciting and innovative conceptual and empirical work. To frame these research themes, the article provides a systematic literature review of operations... View Details

Keywords: Service Operations; Knowledge; Research

January 2021 (Revised March 2021)
Case

Juno (A): Leveraging Student Power

By: Joshua Schwartzstein, Kathleen L. McGinn and Amy Klopfenstein

In March 2020, Chris Abkarians and Nikhil Agarwal were in the midst of preparing the annual auction for their student loan assistance startup, Juno. Both current MBA students at Harvard Business School, the duo founded Juno in 2018 to leverage student bargaining power... View Details

2016
Working Paper

More Effective Sports Sponsorship—Combining and Integrating Key Resources and Capabilities of International Sports Events and Their Major Sponsors

By: Ragnar Lund and Stephen A. Greyser

Organizations in the field of sports are becoming increasingly dependent on sponsors for their value creation and growth. Studies suggest that sports organizations (rights-holders) often fail to exploit the full potential of such sponsorship partnerships. The aim of... View Details

Keywords: Sponsorship; ＂Sports Organizations,; Case Study; Europe; Business Relationships; Collaborative Marketing; Value Co-creation; Relationship Portfolio Management; Value Creation; Cases; Marketing; Sports; Sports Industry; Europe

September 2014
Article

The Interrelationships Between Brand and Channel Choice

By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang

We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details

Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry

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29 Oct 2015
News

Options to Promote Competitive Generics Markets in the United States

January 2008 (Revised May 2008)
Case

Cape Wind: Offshore Wind Energy in the USA

By: Richard Vietor

Cape Wind is an extreme example of NIMBY--not in my backyard syndrome. This is the first offshore wind project planned for the United States, in Nantucket Sound, just south of Cape Cod, Massachusetts. Initially proposed six years ago, in 2001, the wind farm would be... View Details

Keywords: Renewable Energy; Corporate Entrepreneurship; Business Startups; Projects; Government and Politics; Environmental Sustainability; Business and Community Relations; Public Opinion; Power and Influence; Energy Industry; Massachusetts

May 2, 2024
Article

Require Hospitals to Disclose Their Pandemic Plans Now

By: Regina E. Herzlinger, Richard J. Boxer and Ben Creo

The COVID-19 pandemic demonstrated that U.S. hospital and health care systems were ill-prepared for the surge of patients who overwhelmed available health care resources. An overlooked resource deserves more attention: the availability of intensive care unit (ICU)... View Details

Keywords: COVID-19 Pandemic; Crisis Management; Knowledge Sharing; Governance Compliance; Planning; Health Industry; United States

Article

Raising Capital Requirements: At What Cost?

By: Malcolm Baker and Jeffrey Wurgler

Since the financial crisis, bank capital positions have improved considerably. However, calls for heightened capital requirements have not abated. Federal Reserve Chair Ben Bernanke, Vice Chair Janet Yellen, and governors Daniel Tarullo and Jeremy Stein have all... View Details

Keywords: Laws and Statutes; Capital; Banks and Banking; Banking Industry

June 1997 (Revised February 2012)
Case

The Union Carbide Deal (Abridged)

By: Thomas J. DeLong

On November 3, 1986, after a three-hour board of directors meeting, Union Carbide decided to accept First Boston's proposal to embark on a $2.5 billion recapitalization program. Jameson and his associates' efforts had paid off. Jameson had reason to be excited: He had... View Details

Keywords: Restructuring; Capital Structure; Investment Banking; Financial Strategy; Partners and Partnerships; Competition; Financial Services Industry

2025
Working Paper

Home Sweet Home: How Much Do Employees Value Remote Work?

By: Zoë B. Cullen, Bobak Pakzad-Hurson and Ricardo Perez-Truglia

We estimate the value employees place on remote work using revealed preferences in a high-stakes, real-world context, focusing on U.S. tech workers. On average, employees are willing to accept a 25% pay cut for partly or fully remote roles. Our estimates are three to... View Details

Keywords: Employees; Compensation and Benefits; Satisfaction; Value; Research

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August 2022
Exercise

Joy4Home Brands: Pricing Matters

By: Elie Ofek, Oded Koenigsberg and Marco Bertini

Joy4Home Brands, the maker of novel houseware items, was gearing up for its launch. The company would be introducing two lines: kitchenware products and storage containers. The initial go-to-market plan called for a direct to consumer (DTC) channel strategy. While... View Details

Keywords: DTC; Pricing Decisions; B2B; Product Marketing; Product Launch; Marketing Strategy; Business Model; Opportunities; Consumer Products Industry

2013
Chapter

Assessing Potential Carbon Revenues from Reduced Forest Cover Loss in Liberia

By: Jessica Donovan, Keith Lawrence, Christopher Neyor, Eduard Niesten and Eric Werker

We conducted an analysis that explores the merits of a low-carbon development strategy for Liberia. This chapter describes both our cost-benefit analysis initiative and a plausible policy process for Liberia. We proposed a simple approach that models the costs and... View Details

Keywords: Carbon Revenue; Liberia; Deforestation; Climate Change; Environmental Sustainability; Liberia

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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

Program

Behavioral Economics—Virtual

value for your customers Improve decision-making and performance across your organization Enhance organizational performance by using "choice architecture" to alter the context in which employees make decisions Facilitate rapid cycles of... View Details

October 2007
Case

Colgate Max Fresh: Global Brand Roll-Out

By: John A. Quelch

In February 2005, Nigel Burton, in his third year as president of global oral care at Colgate-Palmolive Company (CP), had every reason to feel optimistic. Worldwide market shares were strong and Colgate Max Fresh (CMF), a new toothpaste that had helped drive Colgate to... View Details

Keywords: Marketing Strategy; Product Launch; Global Strategy; Brands and Branding; Consumer Products Industry; Health Industry; China; Mexico

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