Publications

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 (E): Assessing the Implementation Strategy

By: Shoshana Zuboff

Keywords: Information Management; Strategy; Banking Industry; Brazil

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High-performing knowledge workers often question whether managers actually contribute much, especially in a technical environment. Until recently, that was the case at Google, a company filled with self-starters who viewed management as more destructive than beneficial... View Details

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

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26 Jan 2024
Blog Post

Access real-world employment data from HBS alumni with the Career Trends tool

post-grad compensation and job responsibility levels over time. Default filters include industry and function, but you can customize your data by changing these or adding a different filter. Options include location, responsibility level,... View Details

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

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

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Article

Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström

Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details

Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science

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Fall 2012
Article

How 'Big Data' Is Different

Many people today in the information technology world and in corporate boardrooms are talking about "big data." Many believe that, for companies that get it right, big data will be able to unleash new organizational capabilities and value. But what does the term "big... View Details

Keywords: Big Data; Analytics; Mathematical Methods; Information Management; Information Technology Industry

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16 Mar 2021
News

The Management Case for Inclusionary Corporate Purpose

01 Apr 2002
News

Professorship Brings Brierley's HBS Connection Full Circle

Harold M. Brierley (MBA '68), chairman and CEO of Brierley & Partners, describes himself as "an accidental entrepreneur," having entered HBS as a chemical engineer planning to pursue a management career in the oil industry. "HBS... View Details

Keywords: Charles M. Williams; Epsilon Data Management; Computer Systems Design and Related Services; Professional Services

Fast Answer

Sustainability in Waste Management

management. What a Waste 2.0: A Global Snapshot of Solid Waste Management to 2050 This report aggregates solid waste data at the national and urban level and predicts waste generation to 2030 and... View Details

Teaching Interest

Empirical Technology and Operations Management Course

By: Himabindu Lakkaraju

I taught a set of lectures on "Introduction to Machine Learning for Social Scientists" as part of this required course for first year PhD students. This module familiarizes students with all the basic concepts in machine learning, their implementations, as well as the... View Details

26 Mar 2006
Research & Ideas

The Office of Strategy Management

surrounding the success that organizations have in executing strategy is low. Our article, "The Office of Strategy Management," using data from a Bain Consulting study, notes that seven out of eight companies in a global sample... View Details

Keywords: by Martha Lagace

January 2021
Exercise

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn

The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details

July 1991
Case

Managing the U.S. Dollar in the 1980s

By: W. Carl Kester and Richard P. Melnick

Provides numerical data and alternative explanations concerning the U.S. dollar's rise and subsequent fall in value from 1981 through 1987. Students are challenged to study the evidence and make their own inferences concerning the dollar's movements and the degree of... View Details

Keywords: Macroeconomics; Currency Exchange Rate; Price; Theory; United States

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Web

IT Strategy: Protecting HBS Information and Data Assets | Information Technology

IT Strategy: Protecting HBS Information and Data Assets Strategic Priority: 4. Protect HBS Information & Technology Assets By Annie Harrison on December 4, 2024 Share via Facebook Share via LinkedIn Print Share via email The Opportunity A... View Details

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: Valuation; Accounting; Investment; Communication; Forecasting and Prediction; Business Earnings; Growth and Development Strategy; Financial Services Industry; Entertainment and Recreation Industry; United States

June 1995 (Revised August 1995)
Background Note

Managing IT in the 1990s: Communications Technology

By: Lynda M. Applegate and Geoffrey Bock

Provides an overview of the basic technologies that comprise the communications infrastructure of a firm. Network architecture, wide area networks, local area networks, communication media, network protocols, and basic principles of data transmission over networks are... View Details

Keywords: Management; Information Technology; Communication Technology