Publications

January 2008
Teaching Note

Pilgrim Bank (A): Statistics Review with Data Desk

By: Frances X. Frei

Teaching Note for 602104. View Details

Keywords: Decision Making; Policy; Banks and Banking; Management Teams; Motivation and Incentives; Customers; Mathematical Methods; Service Operations; Banking Industry

2011
Working Paper

Management Practices Across Firms and Countries

By: Nicholas Bloom, Christos Genakos, Raffaella Sadun and John Van Reenen

For the last decade we have been using double-blind survey techniques and randomized sampling to construct management data on over 10,000 organizations across 20 countries. On average, we find that in manufacturing, American, Japanese, and German firms are the best... View Details

Keywords: Management Practices and Processes; Business Ventures; Public Sector; Private Sector; Country; Performance; Motivation and Incentives

January 2021
Article

Machine Learning for Pattern Discovery in Management Research

By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details

Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning

25 Apr 2023
HBS Seminar

Bart Vanneste, UCL School of Management

10 Aug 2009
Research & Ideas

High Commitment, High Performance Management

high commitment, high performance company. Martha Lagace: What differentiates HCHP firms and their leaders? Michael Beer: The leaders manage with a multiple stakeholder perspective. Contrary to many CEOs, HCHP leaders—with support from... View Details

Keywords: by Martha Lagace

May 1986
Case

Data Administration in Citibank Brazil (A): The Competitive Advantage

By: Shoshana Zuboff

Keywords: Banks and Banking; Information Management; Competitive Advantage; Banking Industry; Brazil

17 Apr 2019
Research & Ideas

How Managers Stifle Creativity

breakthroughs in an Academy of Management Discoveries article, Creativity, Artificial Intelligence, and a World of Surprises. "Your immediate manager plays a huge role in establishing your work... View Details

Keywords: by Danielle Kost

October 2010
Case

CDG: Managing in China's Economic Transformation

By: Roy Y.J. Chua, Shaohui Chen and Lisa Kwan

China Data Group (CDG) is a leading business processes outsourcing company based in Beijing, China. Roc Yang, chairman of CDG, had to confront a dilemma when he discovered that one of his senior managers gave a gift to a potential client in an effort to win a large... View Details

Keywords: Cross-Cultural and Cross-Border Issues; Management Practices and Processes; Emerging Markets; Negotiation Deal; Relationships; Networks; Societal Protocols; China

Web

Data Visualization for Analysis and Communication - Course Catalog

HBS Course Catalog Data Visualization for Analysis and Communication Course Number 2135 Professor Martin Wattenberg Professor Fernanda Viégas Spring; Q4; 1.5 credits Project Overview: A hands-on introduction to View Details

May–June 2015
Article

Big Data: Big Deal or Big Hype?

By: Sunil Gupta

Google Flu Trends article of November 2008 heralded a new age for big data where it is possible to leverage the vast amount of data to speak for itself, without theory or expert knowledge of the subject matter. However, in a short span the pendulum swung from big data... View Details

Keywords: Big Data; Analytics and Data Science; Management Practices and Processes

16 Mar 2021
News

The Management Case for Inclusionary Corporate Purpose

May 1986
Case

Data Administration in Citibank Brazil (E): Assessing the Implementation Strategy

By: Shoshana Zuboff

Keywords: Information Management; Strategy; Banking Industry; Brazil

06 May 2023
News

New Data Map Bridges Higher Education and Labour Market

May 1986 (Revised October 1986)
Case

Data Administration in Citibank Brazil (B): Strategy and Technology

By: Shoshana Zuboff

Keywords: Banks and Banking; Information Management; Banking Industry; Brazil

Article

Algorithms Need Managers, Too

By: Michael Luca, Jon Kleinberg and Sendhil Mullainathan

Algorithms are powerful predictive tools, but they can run amok when not applied properly. Consider what often happens with social media sites. Today many use algorithms to decide which ads and links to show users. But when these algorithms focus too narrowly on... View Details

Keywords: Machine Learning; Algorithms; Predictive Analytics; Management; Big Data; Analytics and Data Science

Register to Read

August 2024
Case

The Walt Disney Company: Management Guidance

By: Joseph Pacelli and James Weber

In November 2023, financial analyst Aurora Fee was forecasting The Walt Disney Company’s earnings and stock price, with the goal of providing an investment recommendation to her clients. Disney, one of the world’s largest media and entertainment companies, had just... View Details

Keywords: Forecasting; Valuation; Accounting; Investment; Communication; Financial Services Industry; Entertainment and Recreation Industry; United States

January 2014 (Revised January 2017)
Case

Nivea (A)

By: Karim R. Lakhani, Johann Fuller, Volker Bilgram and Greta Friar

The case describes the efforts of Beiersdorf, a worldwide leader in the cosmetics and skin care industries, to generate and commercialize new R&D through open innovation using external crowds and "netnographic" analysis. Beiersdorf, best known for its consumer brand... View Details

Keywords: Innovation; Innovation Management; Crowdsourcing; Big Data; Innovation Strategy; Innovation and Management; Knowledge Management; Knowledge Sharing; Research and Development; Social and Collaborative Networks; Collaborative Innovation and Invention; Analytics and Data Science; Beauty and Cosmetics Industry; Consumer Products Industry

2009
Chapter

Do Private Equity-owned Firms Have Better Management Practices?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

We use an innovative survey tool to collect management practice data from over 4,000 medium sized manufacturing firms across Asia, Europe and the US. These measures of managerial practice are strongly associated with firm-level performance (e.g. productivity,... View Details

Keywords: Private Equity; Management Practices and Processes; Production; Private Ownership; Performance Improvement; Performance Productivity

August 2019
Case

Bark Gift Shop Ltd.

By: Susanna Gallani, Jan Bouwens and Peter Kroos

This case describes a setting in which the CFO of Bark Gift Shop Ltd., a gift items retailer, discovers an undesired pattern in the performance data suggesting that her shop managers that perform well during the first part of the year, purposely reduce their effort in... View Details

Keywords: Data Analytics; Employees; Behavior; Performance; Management; Goals and Objectives; Motivation and Incentives; Analysis