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  • 19 Jan 2023
  • Research & Ideas

What Makes Employees Trust (vs. Second-Guess) AI?

When an algorithm recommends ways to improve business outcomes, do employees trust it? Conventional wisdom suggests that understanding the inner workings of artificial intelligence (AI) can raise confidence in such programs. Yet, new... View Details
Keywords: by Rachel Layne
  • 07 Feb 2022
  • Research & Ideas

Digital Transformation: A New Roadmap for Success

algorithms can lead to unintended bias that harms certain employees and customers, and the company’s reputation (a bias story can go viral on social media within minutes). 5. Design for inclusive and agile problem-solving As they become... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • 23 Aug 2012
  • Working Paper Summaries

Field Evidence on Individual Behavior & Performance in Rank-Order Tournaments

Keywords: by Kevin J. Boudreau, Constance E. Helfat, Karim R. Lakhani & Michael Menietti
  • March–April 2023
  • Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
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  • 29 Apr 2013
  • Working Paper Summaries

Exclusive Preferential Placement as Search Diversion: Evidence from Flight Search

Keywords: by Benjamin G. Edelman & Zhenyu Lai; Publishing; Technology
  • 10 Feb 2020
  • In Practice

6 Ways That Emerging Technology Is Disrupting Business Strategy

Economic Research. 3. Algorithms are changing the pricing game   “Firms are increasingly using pricing algorithms to set prices, especially in online markets. Pricing View Details
Keywords: by Danielle Kost
  • Web

2023 Reunion Presentations - Alumni

session will be published soon. CASE STUDY: The Dark Side of AI: Algorithmic Bias and Discrimination Associate Professor Ayelet Israeli + More Info – Less Info This modified case discussion does not require pre-reading. Digitalization and... View Details
  • Article

Use of Connected Digital Products in Clinical Research Following the COVID-19 Pandemic: A Comprehensive Analysis of Clinical Trials

By: Caroline Marra, William J. Gordon and Ariel Dora Stern
Objectives: In an effort to mitigate COVID-19 related challenges for clinical research, the U.S. Food and Drug Administration (FDA) issued new guidance for the conduct of ‘virtual’ clinical trials in late March 2020. This study documents trends in the use of... View Details
Keywords: Connected Digital Products; Telehealth; Remote Monitoring; Health Testing and Trials; Research; Governing Rules, Regulations, and Reforms; Information Technology
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  • 18 Feb 2025
  • HBS Seminar

Andrey Simonov, Columbia University

  • 20 Aug 2013
  • First Look

First Look: August 20

Lakhani, and Michael E. Menietti Abstract—Tournaments are widely used in the economy to organize production and innovation. We study individual contestant-level data from 2,796 contestants in 774 software algorithm design contests with... View Details
Keywords: Anna Secino
  • 09 Jan 2020
  • Book

Rethinking Business Strategy in the Age of AI

more akin to an Apple, a Tesla, or a Nest, or a GoPro—where it’s a consumer product that has the foundation of sexy hardware technology and sexy software technology,” he is quoted in a book published today, Competing in the Age of AI: Strategy and Leadership When View Details
Keywords: by Dina Gerdeman
  • 23 Jul 2013
  • First Look

First Look: July 23

restaurant reviews with Yelp's algorithmic indicator of fake reviews. Using this imperfect indicator as a proxy, we develop an empirical methodology to identify the points in the life cycle of a business during which review fraud is most... View Details
Keywords: Anna Secino
  • 15 Sep 2022
  • Research & Ideas

Looking For a Job? Some LinkedIn Connections Matter More Than Others

and anecdotal information, but despite having over 65,000 citations in the last 50 years, there have been no large-scale experimental causal tests of this theory as it relates to employment.” Enlisting a LinkedIn algorithm To put the... View Details
Keywords: by Michael Blanding
  • 24 Feb 2016
  • HBS Seminar

David Brumley of Carnegie Mellon University

  • January 2021
  • Case

Anodot: Autonomous Business Monitoring

By: Antonio Moreno and Danielle Golan
Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product... View Details
Keywords: Digital Platforms; Internet and the Web; Knowledge Sharing; Information Management; Sales; Value Creation; Product Positioning; Israel
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  • May 2017
  • Other Article

Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis

By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
BACKGROUND: The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes.... View Details
Keywords: Crowdsourcing; Genome-wide Association Study; Logistic Regression; Open Innovation; PLINK; Collaborative Innovation and Invention
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  • Web

Finance - Faculty & Research

lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of individuals lacking a prior credit history. However,... View Details
  • 22 Oct 2019
  • Research & Ideas

Use Artificial Intelligence to Set Sales Targets That Motivate

consistent rate, related to the firm’s growth objectives, only works in a stable market, in a stable industry, in a stable region. “That’s a lot of ‘ifs,’” Chung says. Putting artificial intelligence to work Artificial intelligence—an array of approaches that rely on... View Details
Keywords: by Michael Blanding
  • 11 Apr 2016
  • HBS Seminar

Pian Shu, Harvard Business School

  • 13 Jan 2023
  • Research & Ideas

Are Companies Actually Greener—or Are They All Talk?

Most companies now account for social good in their financial reports in some way, but with regulation scattershot and evolving, it’s complicated for investors to assess so-called ESG reports. The disclosures, known as Environmental, Social, and Governance reports,... View Details
Keywords: by Rachel Layne