Publications

Find at Harvard

23 Apr 2012
Research & Ideas

How to Brand a Next-Generation Product

participants learned that the next-generation model followed that pattern, the FS-E50, others were told that the new model had a new name: the Spectra. As expected,... View Details

Keywords: by Carmen Nobel

Eliminating unintended bias in personalized policies using Bias Eliminating Adapted Trees (BEAT) - PNAS

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

Teaching Interest

Applied Business Analytics

Course Overview:

Business Analytics has become a core function in many firms today and is driving innovation in the form of new business and operating models. Data-driven decision-making requires understanding of statistics, computer... View Details

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

March 2009 (Revised May 2011)
Case

Risk Management at Wellfleet Bank: Deciding about "Megadeals"

By: Anette Mikes

Inspired by one of the few banks that successfully weathered the 2007-2009 credit crisis, the case illustrates risk management in a corporate finance business. Chief executive Alastair Dowes has to decide if the risk governance process is adequate to uncover mega-risks... View Details

Keywords: Risk Management; Decision Making; Performance Evaluation; Credit; Balance and Stability; Integrated Corporate Reporting; Decision Choices and Conditions; Negotiation Offer; Performance Effectiveness; Corporate Finance; Banking Industry

Educators

May–June 2015
Article

Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago

By: Michael Beer, Paul Boselie and Chris Brewster

Thirty years on from the seminal work Managing Human Assets (MHA) by Beer et al., we examine how the subject has developed. We offer a normative review, based on that model, and we critique the assumption that the business of HRM is solely to improve returns to owners... View Details

Keywords: Management; Human Resources

Find at Harvard

26 Feb 2020
News

Are the Houston Astros irredeemable cheaters? Or are they all of us?

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

Find at Harvard

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

Profile

Alexandra Stanek

manager, and worked on many different projects, from honey farming to selling hand crafts. I got to think about lots of different issues related to work opportunities and income, such as gender, the impact of HIV, and the role of government policy. What started as a... View Details

Keywords: Consulting

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

April 2025 (Revised May 2025)
Case

Adobe: GenAI Opportunity or Threat?

By: Sunil Gupta, Rajiv Lal and Allison Ciechanover

In December 2022, Adobe CEO Shantanu Narayen faced a pivotal strategic decision due to the rapid rise of generative AI image models from OpenAI, Midjourney, and StabilityAI. Adobe, a leader in digital media and marketing software with a 40-year legacy of innovation and... View Details

Keywords: Customer Relationship Management; Ethics; AI and Machine Learning; Trust; Business Strategy; Technology Industry; San Jose

Educators

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

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

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

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

Article

Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

By: Eva Ascarza and Ayelet Israeli

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 “protected”... View Details

Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods