Publications

Educators

An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those... View Details

Program

Advanced Management Program

to a global group of peers and build your network. Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the View Details

Winter 2016
Article

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi

We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details

Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry

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Research Summary

Crises and Capital Requirements in Banking

previously entitled: The Role of Capital Adequacy Requirements in Sound Banking Systems

Joint work with Alan Morrison, Saïd Business School, Oxford.

We analyse a... View Details

November–December 2018
Article

Online Network Revenue Management Using Thompson Sampling

By: Kris J. Ferreira, David Simchi-Levi and He Wang

We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details

Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods

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2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

06 Jun 2017
First Look

First Look at New Research and Ideas: June 6, 2017

expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective, unverifiable, or controversial information. Using data from Encyclopædia Britannica, authored by experts, and... View Details

Keywords: Sean Silverthorne

November 1999 (Revised March 2003)
Case

Webvan: Groceries on the Internet

By: John A. Deighton and Kayla Bakshi

What are the prospects for grocery shopping on the Web? This case invites a comparison of seven business models, with particular emphasis on Webvan. Why does the investment community value Webvan at $7.8 billion after less than six months of operating experience, and... View Details

Keywords: Business Model; Experience and Expertise; Investment; Information; Marketing; Distribution Channels; Service Delivery; Cognition and Thinking; Internet and the Web; Retail Industry; Service Industry

Educators

August 2020
Supplement

Mary Guerrero and the Advancement of Latinx Talent: Developing an Employee Resource Group at a Top Tier Bank (B)

By: Rosabeth Moss Kanter and Amy Hernandez Turcios

Mary Guerrero decided to pursue the challenging road and kicked off Hispanic/Latinx Advancement and Career Engagement (HACE) at her Bulge Bracket Bank (BBB). For Mary, her larger purpose was to advance Latinx talent in the U.S. because she believed it was important for... View Details

Keywords: Latin America; Career; Engagement; Bank; Inclusion; Scale; Latinx; Talent and Talent Management; Diversity; Ethnicity; Leadership; Personal Development and Career; Leadership Development; Banks and Banking

May 2017
Supplement

Boston Children's Hospital Process Map Video

By: Robert S. Kaplan and Mary Witkowski

The 13 minute video simulates a discussion among orthopedic surgeons and cast room technicians about the processes and resources used when applying long leg casts for patients. The video should be used when teaching Boston Children’s Hospital (Abridged) case, #914-407,... View Details

Keywords: Activity Based Costing; Healthcare Costing; Process Maps; Activity Based Costing and Management; Health Care and Treatment

02 Jul 2019
Blog Post

Summer Listening - HBS Podcasts to Take to the Beach

to making better predictions. As a component of a vast array of activities, enhanced prediction will have ripple effects throughout the economy. What new functions and business models will it create? What difficult questions will it force... View Details

19 Jul 2012
Working Paper Summaries

Charitable Giving When Altruism and Similarity are Linked

Keywords: by Julio J. Rotemberg

Program

General Management Program

virtual discussion groups will connect you to a global group of peers and build your network. Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where... View Details

Research Summary

Monica Higgins' research, teaching, and course development activities all focus on the study of careers. Her work speaks to a particular subfield within the careers academic audience-one that adopts a 'relational' approach to career theory. A relational model is... View Details

November 2023
Article

Coalition Cascades: The Politics of Tipping Points in Clean Energy Transitions

By: Jonas Meckling and Nicholas Goedeking

Policy change often involves multiple policy subsystems, as in the case of clean energy transitions. We argue that trans- subsystem policy feedback is a central dynamic in policy change across subsystems. Policy in one subsystem creates ... View Details

Keywords: Policy; Transition; Energy Sources; System

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July 2019
Case

Christmas Inc. (A)

By: Susanna Gallani, Gregory Sabin, Lexor Adams and Nicholas Haberling

Santa Claus is facing increasing pressures to contain costs. The economic model that has worked for centuries is starting to show some cracks, to the point that he is considering outsourcing part of its toy production. Evaluating the bids his team collected from... View Details

Keywords: Costing; Production; Cost; Analysis; Decision Making; Strategy

Educators

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