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- 25 Apr 2012
- News
Moonves' $69M Pay Shows How Boards Manipulate Data
- Article
Counterfactual Explanations Can Be Manipulated
By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh
Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate...
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Slack, Dylan, Sophie Hilgard, Himabindu Lakkaraju, and Sameer Singh. "Counterfactual Explanations Can Be Manipulated." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- October 2012
- Article
Data Scientist: The Sexiest Job of the 21st Century
Key to the effective use of big data are the analytical professionals known as "data scientists," who can both manipulate large and unstructured data sources and create insights from them. Data scientists are difficult to hire and retain, but their skills will be...
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Keywords:
Big Data;
Data Scientists;
Business Analytics;
Analytics and Data Science;
Mathematical Methods;
Jobs and Positions
Davenport, Thomas H., and D. J. Patil. "Data Scientist: The Sexiest Job of the 21st Century." Harvard Business Review 90, no. 10 (October 2012): 70–76.
- 26 Feb 2014
- Research & Ideas
How Grocery Bags Manipulate Your Mind
organic and indulgent items. Photo: iStockPhoto Looking at loyalty card data from a large grocery chain in California, Karmarkar and Bollinger tracked and analyzed 936,232 purchases by 5,987 households across two years. To assess organic...
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- June 2018 (Revised June 2018)
- Case
Facebook Confronts a Crisis of Trust
By: William W. George and Amram Migdal
The case, “Facebook Confronts a Crisis of Trust,” starts with the crisis Facebook founder and CEO Mark Zuckerberg is facing in March 2018 over Cambridge Analytica’s accessing data from 87 million Facebook accounts in order to influence the 2016 U.S. Presidential...
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Keywords:
Facebook;
Data Privacy;
Data Manipulation;
Data Science;
Political Campaigns;
Political Influence;
Voter Mobilization;
Voters' Interests;
Election Outcomes;
Elections;
Cambridge Analytica;
Mark Zuckerberg;
Sheryl Sandberg;
Voting;
Decision Making;
Demographics;
Ethics;
Geopolitical Units;
Government and Politics;
Government Legislation;
National Security;
Political Elections;
Information Management;
Leadership;
Leadership Style;
Crisis Management;
Social Psychology;
Personal Characteristics;
Power and Influence;
Society;
Public Opinion;
Technology Industry;
United States;
United Kingdom
George, William W., and Amram Migdal. "Facebook Confronts a Crisis of Trust." Harvard Business School Case 318-145, June 2018. (Revised June 2018.)
- Web
Data Science for Managers 2 - Course Catalog
management to prepare students to manage and lead data science projects at any organization level. Content and Organization The DSM2 course comprises four modules: Module 1: Data Wrangling: Students will...
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- Teaching Interest
Overview
Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research...
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Keywords:
A/B Testing;
AI;
AI Algorithms;
AI Creativity;
Algorithm;
Algorithm Bias;
Algorithmic Bias;
Algorithmic Fairness;
Algorithms;
Analytics;
Application Program Interface;
Artificial Intelligence;
Causality;
Causal Inference;
Computing;
Computers;
Data Analysis;
Data Analytics;
Data Architecture;
Data As A Service;
Data Centers;
Data Governance;
Data Labeling;
Data Management;
Data Manipulation;
Data Mining;
Data Ownership;
Data Privacy;
Data Protection;
Data Science;
Data Science And Analytics Management;
Data Scientists;
Data Security;
Data Sharing;
Data Strategy;
Data Visualization;
Database;
Data-driven Decision-making;
Data-driven Management;
Data-driven Operations;
Datathon;
Economics Of AI;
Economics Of Innovation;
Economics Of Information System;
Economics Of Science;
Forecast;
Forecast Accuracy;
Forecasting;
Forecasting And Prediction;
Information Technology;
Machine Learning;
Machine Learning Models;
Prediction;
Prediction Error;
Predictive Analytics;
Predictive Models;
Analysis;
AI and Machine Learning;
Analytics and Data Science;
Applications and Software;
Digital Transformation;
Information Management;
Digital Strategy;
Technology Adoption
- April 2002
- Case
In vivo to in vitro to in silico: Coping with Tidal Waves of Data at Biogen
By: Juan Enriquez-Cabot, Gary P. Pisano and Gaye Bok
Biogen is a successful biotech company facing a critical juncture. CEO John Mullen ponders how technological changes introduced into the research function will shape larger corporate decisions. This world in which biotechnology companies operated had changed...
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Keywords:
Change;
Decisions;
Product Development;
Research and Development;
Expansion;
Technology;
Biotechnology Industry
Enriquez-Cabot, Juan, Gary P. Pisano, and Gaye Bok. "In vivo to in vitro to in silico: Coping with Tidal Waves of Data at Biogen." Harvard Business School Case 602-122, April 2002.
- 27 Nov 2019
- News
Beware Footnote Mischief
- 27 Jul 2019
- Op-Ed
Does Facebook's Business Model Threaten Our Elections?
regulation, history is likely to repeat itself. “Without a push by Facebook’s customers or more fundamental federal government regulation, history is likely to repeat itself.” After all, the ability of advertisers to get hold of personal View Details
Keywords:
by George Riedel
- Spring 2016
- Article
Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design
By: Kevin J. Boudreau, Karim R. Lakhani and Michael E. Menietti
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 random assignment. Precisely conforming to theory predictions, the...
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Boudreau, Kevin J., Karim R. Lakhani, and Michael E. Menietti. "Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design." RAND Journal of Economics 47, no. 1 (Spring 2016): 140–165.
- Teaching
Overview
Anil has taught in front of MBA and doctoral students. He was a teaching fellow in "Managing Innovation" (taught by Professor Karim Lakhani) and "Strategies Beyond the Market" (taught by Professor Dennis Yao) as well as in the MBA Analytics program. Anil also...
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- 2001
- Working Paper
The Malleability of Environmentalism
By: Kimberly A. Wade-Benzoni, Min Li, Leigh L. Thompson and M. Bazerman
In this paper, we predict and find that self-perceptions of environmentalism are changed by subtle manipulations of context and, in turn, affect environmental behavior. In Study 1, we found that people exhibit greater positive assessments of their environmental...
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Wade-Benzoni, Kimberly A., Min Li, Leigh L. Thompson, and M. Bazerman. "The Malleability of Environmentalism." Harvard Business School Working Paper, No. 01-066, April 2001. (Revised August 2007.)
- December 2007
- Article
The Malleability of Environmentalism
By: Kimberly A. Wade-Benzoni, Min Li, Leigh L. Thompson and Max Bazerman
In this paper, we predict and find that self-perceptions of environmentalism are changed by subtle manipulations of context and, in turn, affect environmental behavior. In Study 1, we found that people exhibit greater positive assessments of their environmental...
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Keywords:
Research;
Environmental Sustainability;
Behavior;
Cognition and Thinking;
Identity;
Perception;
Personal Characteristics
Wade-Benzoni, Kimberly A., Min Li, Leigh L. Thompson, and Max Bazerman. "The Malleability of Environmentalism." Analyses of Social Issues and Public Policy 7, no. 1 (December 2007).
- 2009
- Simulation
Finance Simulation: M&A in Wine Country: No. 3289.
By: Timothy A. Luehrman and W. Carl Kester
In this simulation, students play the role of CEO at one of three publicly-traded wine producers: Starshine, Bel Vino, or International Beverage. Each player evaluates merger and/or acquisition opportunities among the three companies and then determines reservation...
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- August 2003 (Revised September 2003)
- Case
Tower Software
Tower Software (TS) is a publicly traded corporation engaged in multiple facets of the computer software business. Its flagship product, TS SERVE, is a successful proprietary network operating system. TS also develops and sells applications software for word...
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Keywords:
Applications and Software;
Product Launch;
Web Services Industry;
Information Technology Industry
Bagley, Constance E. "Tower Software." Harvard Business School Case 804-047, August 2003. (Revised September 2003.)
- March 2021
- Article
Bayesian Signatures of Confidence and Central Tendency in Perceptual Judgment
By: Yang Xiang, Thomas Graeber, Benjamin Enke and Samuel Gershman
This paper theoretically and empirically investigates the role of Bayesian noisy cognition in perceptual judgment, focusing on the central tendency effect: the well-known empirical regularity that perceptual judgments are biased towards the center of the...
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Xiang, Yang, Thomas Graeber, Benjamin Enke, and Samuel Gershman. "Bayesian Signatures of Confidence and Central Tendency in Perceptual Judgment." Attention, Perception, & Psychophysics (March 2021): 1–11.
- July 1994 (Revised April 1995)
- Case
San Francisco Bay Consulting
By: George P. Baker III and Karin B Monsler
San Francisco Bay Consulting leads the field of economic consulting and litigation support in the application of powerful computers and cutting edge software to manipulate and analyze large data sets. The transfer pricing system, used to facilitate the purchasing and...
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Keywords:
Fair Value Accounting;
Profit;
Marketing;
Fluctuation;
Consulting Industry;
Computer Industry
Baker, George P., III, and Karin B Monsler. "San Francisco Bay Consulting." Harvard Business School Case 195-096, July 1994. (Revised April 1995.)
- 2021
- Working Paper
The Emergence of Mafia-like Business Systems in China
By: Meg Rithmire and Hao Chen
A large literature on state-business relations in China has examined the political role of capitalists and collusion between the state and the private sector. This paper contributes to that literature, and our understanding of the internal differentiation among China’s...
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Keywords:
China's Political Economy;
State-business Relations;
Business Groups;
Financial Systems;
Economy;
Government and Politics;
Business and Government Relations;
Finance;
System;
China
Rithmire, Meg, and Hao Chen. "The Emergence of Mafia-like Business Systems in China." Harvard Business School Working Paper, No. 21-098, March 2021.
- Article
The Emergence of Mafia-like Business Systems in China
By: Meg Rithmire and Hao Chen
A large body of literature on state–business relations in China has examined the political role of capitalists and collusion between the state and the private sector. This paper contributes to that literature and understanding of the internal differentiation among...
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Keywords:
China's Political Economy;
State-business Relations;
Business Groups;
Financial System;
Business and Government Relations;
Finance;
Economic Systems;
China
Rithmire, Meg, and Hao Chen. "The Emergence of Mafia-like Business Systems in China." China Quarterly 248 (December 2021): 1037–1058.