Publications

2023
Working Paper

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits

By: Biyonka Liang and Iavor I. Bojinov

Typically, multi-armed bandit (MAB) experiments are analyzed at the end of the study and thus require the analyst to specify a fixed sample size in advance. However, in many online learning applications, it is advantageous to continuously produce inference on the... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Mathematical Methods

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

2022
Article

Values and Inequality: Prosocial Jobs and the College Wage Premium

By: Nathan Wilmers and Letian Zhang

Employers often recruit workers by invoking corporate social responsibility, organizational purpose, or other claims to a prosocial mission. In an era of substantial labor market inequality, commentators typically dismiss these claims as hypocritical: prosocial... View Details

Keywords: Corporate Social Responsibility and Impact; Equality and Inequality; Wages; Recruitment

2022
Working Paper

Are Experts Blinded by Feasibility?: Experimental Evidence from a NASA Robotics Challenge

By: Jacqueline N. Lane, Zoe Szajnfarber, Jason Crusan, Michael Menietti and Karim R. Lakhani

Resource allocation decisions play a dominant role in shaping a firm’s technological trajectory and competitive advantage. Recent work indicates that innovative firms and scientific institutions tend to exhibit an anti-novelty bias when evaluating new projects and... View Details

Keywords: Evaluations; Novelty; Feasibility; Field Experiment; Resource Allocation; Technological Innovation; Competitive Advantage; Decision Making

SSRN

Article

Beyond Emotional Similarity: The Role of Situation-specific Motives

By: Amit Goldenberg, David Garcia, Eran Halperin, Jamil Zaki, Danyang Kong, Golijeh Golarai and James J. Gross

It is well established that people often express emotions that are similar to those of other group members. However, people do not always express emotions that are similar to other group members, and the factors that determine when similarity occurs are not yet clear.... View Details

Keywords: Emotion Contagion; Emotional Influence; Motivation; Group Dynamics; Emotions; Situation or Environment; Motivation and Incentives; Behavior

Find at Harvard

December 2016
Module Note

Strategy Execution Module 10: Using the Job Design Optimization Tool to Build Effective Organizations

By: Robert Simons

This module reading provides directions for using the online Job Design Optimization Tool (JDOT) which is available free of charge from Harvard Business School Publishing at https://cb.hbsp.harvard.edu/cbmp/resources/marketing/multimedia/JDOT/index.html. This tool can... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Span Of Control; Span Of Accountability; Performance Measurement; Job Design; Organization Design; Strategy; Entrepreneurship

2013
Case

Innovation and Development of China Machine Press in the New Century

By: F. Warren McFarlan, Ning Jia and Guo Jia

China Machine Press (CMP), founded in 1952, is a leading multi-field, multi-discipline and multimedia publishing group in China with large scale, comprehensive and specialized business that integrates paper media, audiovisual media and online media, and combines... View Details

Keywords: General Management; Organizational Structure; Strategy; China; China

January 2013 (Revised April 2015)
Case

Affinity Labs: Valuing Customer Growth

By: Joseph B. Lassiter III and Elizabeth Kind

In November 2006, Chris Michel left Military.com, which he founded in 1999, to start Affinity Labs, a global network of online communities. That month, Michel raised a Series A round of venture funding and established a partnership with Monster, which he had sold... View Details

Keywords: Mergers and Acquisitions; Business Startups; Entrepreneurship; Demand and Consumers; Partners and Partnerships; Social and Collaborative Networks; Online Technology

Educators

09 Oct 2012
First Look

First Look: October 9

maintaining the company culture, finding adequate partners to preserve the quality of the "Buy a Pair, Give a Pair" program, and devising an integrated online and offline marketing strategy that fit the brand personality.... View Details

Keywords: Sean Silverthorne

07 Apr 2023
Research & Ideas

When Celebrity ‘Crypto-Influencers’ Rake in Cash, Investors Lose Big

coins and tokens—payments they often fail to disclose. Unfortunately for retail investors, following online crypto advice, especially from self-described “experts,” has the potential to bring significant financial losses, according to new... View Details

Keywords: by Kristen Senz

30 May 2024
Research & Ideas

Racial Bias Might Be Infecting Patient Portals. Can AI Help?

the fact that in 2009, a new law had widely expanded the use of electronic health systems, by early 2020, just 38 percent of patients had logged into a secure online health portal. And communities of color used these health care platforms... View Details

Keywords: by Ben Rand; Health

Web

Alumni Board - Alumni

IDEAS GIVE TO HBS INVEST IN LEADERS & IDEAS Give to HBS Learn about Planned Giving Recognition for Your HBS Giving According to our records, you have not made a new gift or pledge in recent years (pledge payments not reflected here). Please consider making a gift today... View Details

13 Jul 2021
Research & Ideas

Outrage Spreads Faster on Twitter: Evidence from 44 News Outlets

negativity online makes people experience and share more negative emotions came from Facebook. In a controversial 2012 experiment, the social media giant secretly altered the news feeds of 689,003 users to see if posts about others’... View Details

Keywords: by Kristen Senz; Media & Broadcasting

Web

Program Format Help

In-Person Learning takes place on the HBS campus or a designated location. Blended Combines both in-person and virtual learning. Virtual Synchronous learning at designated live online session times. If any format is unclear, please visit... View Details

14 Mar 2023
In Practice

What Does the Failure of Silicon Valley Bank Say About the State of Finance?

crisis—and was the second-biggest to fail ever. Analysts say SVB was largely unprepared for the Federal Reserve’s aggressive interest rate increases, which shrank the value of its investments. As word spread quickly online that the bank... View Details

Keywords: by Dina Gerdeman; Financial Services; Banking

Web

Terms of Use - Alumni

outlined below. Before using the services, Alumni are encouraged to review this page, the HBS Privacy Notice , and the Alumni Website Full Terms of Use (pdf) . HBS Alumni also have access to the Harvard Alumni online platform , which is... View Details

January 2025 (Revised April 2025)
Case

Less Is More: Will Aldi's Expansion Plans Pay Off in a Crowded U.S. Grocery Market?

By: David Collis and Haisley Wert

In 2024, the discount grocery retailer Aldi announced bold U.S. expansion plans. Within five years, the German company would increase its store count by 30% to reach 3,200+ stores across the United States and approach becoming the fifth largest grocery retailer in the... View Details

Keywords: Scope; Grocery; Corporate Strategy; Expansion; Business Model; Competitive Strategy; Retail Industry; United States

Educators

March 2022
Teaching Note

Supreme: Remaining Cool While Pursuing Growth

By: Jill Avery and Sandrine Crener

Teaching Note for HBS Case No. 522-006. Following VF Corporation’s acquisition of cult streetwear brand Supreme, consumers and industry pundits were nervous that becoming part of a large, public corporation would put an end to Supreme’s slow and careful growth... View Details

Keywords: Cultural Branding; Marketing; Brands and Branding; Luxury; Growth Management; Consumer Products Industry; Fashion Industry; Retail Industry; United States