Publications

Purchase

This article explores the significant transition of retirement and offers insights into creating a satisfying postcareer life. It highlights the contrasting experiences of Irene and Lawrence, two retirees who navigated this change differently. Irene embraced... View Details

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

October 2011
Article

Fair Pricing

By: Julio J. Rotemberg

This paper explores the consequences of supposing that consumers see a firm as fair if they cannot reject the hypothesis that the firm is somewhat benevolent towards them. When consumers can reject this hypothesis, some become angry, which is costly to the firm. The... View Details

Keywords: Price; Income; Consumer Behavior; Fair Value Accounting; Outcome or Result

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Tuition & Financial Support - Doctoral

guaranteed funding for up to five years with the possibility of a sixth-year extension. Elevating Your Financial Security HBS takes pride in providing a welcoming environment for all students, regardless of... View Details

November 2022
Article

Hate Crime Towards Minoritized Groups Increases as They Increase in Sized-Based Rank

By: Mina Cikara, Vasiliki Fouka and Marco Tabellini

People are on the move in unprecedented numbers within and between countries. How does demographic change affect local intergroup dynamics? In complement to accounts that emphasize stereotypical features of groups as determinants of their treatment, we propose the... View Details

Keywords: Prejudice; Minority; Hate Crimes; Reference Dependence; Prejudice and Bias; Attitudes; Demographics

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September 2012 (Revised September 2015)
Case

Doing Business in India

By: Andy Zelleke, Felix Oberholzer-Gee and Saloni Chaturvedi

The case is set in August 2012—a time when India was undergoing policy stasis as several key reforms were stalled and the government faced allegations of misallocation of coal production licenses. The first part of the case provides a brief background on India's... View Details

Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Fieldwork; Emerging Markets; Business Ventures; Strategy

Web

Hiring Organizations

Employment Data Hiring Organizations Employment Data Hiring Organizations The below organizations hired an MBA graduate from the Class of 2023 or a summer intern from the Class... View Details

30 Oct 2007
First Look

First Look: October 30, 2007

Working PapersRecognizing the New: A Multi-Agent Model of Analogy in Strategic Decision-Making Authors:Giovanni Gavetti and Massimo Warglien Abstract In novel environments, strategic decision-making is often premised on analogy, and... View Details

Keywords: Sean Silverthorne

Web

MBA Voices

Harvard’s program in particular is unparalleled. One distinctive feature of Harvard’s joint degree program is the integration of the Harvard Business School (HBS) and Harvard Law School (HLS) experiences. In... View Details

TeachingInterests

Marketing Models Doctoral Seminar

This course is a doctoral level course on Quantitative Marketing. We will cover methodological as well as substantive topics this semester. Methodological topics include: Choice models, Entry and Exit models, Dynamic structural models, Bayesian estimation methods... View Details

November 2020
Case

Wilderness Safaris: Responses to the COVID-19 Crisis

By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard

This case is an epilogue to “Wilderness Safaris: Impact Investing and Ecotourism Conservation in Africa” (2-321-020), which ends with the emergence of the pandemic in March 2020. The final discussion area for that case can be “What should Wilderness Safari CEO Keith... View Details

Keywords: Communities; COVID-19; Ecotourism; Travel; Travel Industry; Conservation Planning; Reopening; Investor Relations; Project Strategy; Governance; Decision Making; Cash; Health Pandemics; Business and Shareholder Relations; Tourism Industry; Africa

Purchase

2016
Working Paper

Innovation Adoption and Organizational Identity: Identity Dynamism as a Strategic Resource for Top Management Team Decision Making

By: Ryan Raffaelli, Mary Ann Glynn and Michael Tushman

Organizations continuously face decisions about whether to adopt radical innovations. We examine the relationship between innovation adoption and identity, linking identity with firm strategy to explain innovation adoption over time. We conceptualize identity as... View Details

Keywords: Dynamic Managerial Capabilities; Organizational Identity; Innovation Adoption; Mission and Purpose; Organizational Culture; Innovation and Invention; Adoption

31 Aug 2020
Blog Post

Five Important Steps before Taking the Entrepreneurial Leap

Nina Mullen and Hilary Quartner are both from the HBS MBA Class of 2017. Nina has deep strategy and consumer products experience, notably at Bain & Company and Harry’s (where she focused on launching... View Details

01 Oct 2013
First Look

First Look: October 1

Vadim Kogan Abstract—"The 2010 Vancouver Winter Games lost $223 million, astonishing for a 17-day event. Next year's London Summer Games, which cost a record Olympic rights fee of $1.18 billion, are... View Details

Keywords: Sean Silverthorne

Forthcoming
Article

Branch-and-Price for Prescriptive Contagion Analytics

By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang

Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details

Keywords: COVID-19; Mathematical Methods

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Article

Adaptive Machine Unlearning

By: Varun Gupta, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi and Chris Waites

Data deletion algorithms aim to remove the influence of deleted data points from trained models at a cheaper computational cost than fully retraining those models. However, for sequences of deletions, most prior work in the non-convex setting gives valid guarantees... View Details

Keywords: Machine Learning; AI and Machine Learning

August 2018
Case

Enfoca: Private Equity in Peru

By: Victoria Ivashina and Jeffrey Boyar

This case follows Enfoca, Peru’s largest local private equity firm and its portfolio company Maestro, a leading player in Peru’s hardware retail market. Peru’s GDP growth between 2008 and 2014 was the highest of any Latin American country. Growth of the Peruvian middle... View Details

Keywords: Private Equity; Emerging Markets; Capital Markets; Transition; Strategy; Peru