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  • August 2014
  • Article

The New Empirical Economics of Management

By: Nicholas Bloom, Renata Lemos, Raffaella Sadun, Daniela Scur and John Van Reenen
Over the last decade the World Management Survey (WMS) has collected firm-level management practices data across multiple sectors and countries. We developed the survey to try to explain the large and persistent TFP differences across firms and countries. This review... View Details
Keywords: Management Practices and Processes; Performance Productivity; Microeconomics
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Bloom, Nicholas, Renata Lemos, Raffaella Sadun, Daniela Scur, and John Van Reenen. "The New Empirical Economics of Management." Journal of the European Economic Association 12, no. 4 (August 2014): 835–876.
  • March 2019
  • Case

Wattpad

By: John Deighton and Leora Kornfeld
How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers... View Details
Keywords: Platform Businesses; Creative Industries; Publishing; Data Science; Machine Learning; Collaborative Filtering; Women And Leadership; Managing Data Scientists; Big Data; Recommender Systems; Digital Platforms; Information Technology; Intellectual Property; Analytics and Data Science; Publishing Industry; Entertainment and Recreation Industry; Canada; United States; Philippines; Viet Nam; Turkey; Indonesia; Brazil
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Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
  • January 2024 (Revised February 2024)
  • Course Overview Note

Managing Customers for Growth: Course Overview for Students

By: Eva Ascarza
Managing Customers for Growth (MCG) is a 14-session elective course for second-year MBA students at Harvard Business School. It is designed for business professionals engaged in roles centered on customer-driven growth activities. The course explores the dynamics of... View Details
Keywords: Customer Relationship Management; Decision Making; Analytics and Data Science; Growth Management; Telecommunications Industry; Technology Industry; Financial Services Industry; Education Industry; Travel Industry
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Ascarza, Eva. "Managing Customers for Growth: Course Overview for Students." Harvard Business School Course Overview Note 524-032, January 2024. (Revised February 2024.)
  • March 2001 (Revised April 2001)
  • Case

MiCRUS: Activity-Based Management for Business Turnaround

By: Robert S. Kaplan, Jonathan B. Schiff and Stanley Abraham
MiCRUS is a new company, spun off from IBM as a joint venture between IBM and Cirrus Logic to produce semiconductor wafers at world-class costs for its two parent companies. The senior management team needs to overcome the bureaucratic, internally focused culture that... View Details
Keywords: Activity Based Costing and Management; Cost Management; Semiconductor Industry
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Kaplan, Robert S., Jonathan B. Schiff, and Stanley Abraham. "MiCRUS: Activity-Based Management for Business Turnaround." Harvard Business School Case 101-070, March 2001. (Revised April 2001.)
  • April 2014
  • Article

Who Lives in the C-Suite? Organizational Structure and the Division of Labor in Top Management

By: Maria Guadalupe, Hongyi Li and Julie Wulf
Top management structures in large U.S. firms have changed significantly since the mid-1980s. While the size of the executive team—the group of managers reporting directly to the CEO—doubled during this period, this growth was driven primarily by an increase in... View Details
Keywords: Communication; Functions; Centralization; M-form; Hierarchy; Top Management Team; C-Suite; Activities; Organizational Change and Adaptation; Diversification; Managerial Roles; Organizational Design; Information Technology; Organizational Structure; Management Teams; United States
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Guadalupe, Maria, Hongyi Li, and Julie Wulf. "Who Lives in the C-Suite? Organizational Structure and the Division of Labor in Top Management." Management Science 60, no. 4 (April 2014): 824–844.
  • 16 Aug 2010
  • Lessons from the Classroom

HBS Introduces Marketing Analysis Tools for Managers

marketing has undergone immense changes over the past decade, and those changes are driving an increasing need for data analysis. Marketing today combines both art and science: Managers must combine creative... View Details
Keywords: by Sarah Jane Gilbert
  • October 2007
  • Article

Methodological Fit in Management Field Research

By: A. C. Edmondson and S. E. McManus
Methodological fit, an implicitly valued attribute of high-quality field research in organizations, has received little attention in the management literature. Fit refers to internal consistency among elements of a research project--research question, prior work,... View Details
Keywords: Education; Framework; Projects; Quality; Research
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Edmondson, A. C., and S. E. McManus. "Methodological Fit in Management Field Research." Academy of Management Review 32, no. 4 (October 2007).
  • 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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Gupta, Sunil. "Big Data: Big Deal or Big Hype?" European Business Review (May–June 2015).
  • 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
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Gallani, Susanna, Jan Bouwens, and Peter Kroos. "Bark Gift Shop Ltd." Harvard Business School Case 120-008, August 2019.
  • 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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Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
  • 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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Zuboff, Shoshana. "Data Administration in Citibank Brazil (E): Assessing the Implementation Strategy." Harvard Business School Case 486-113, May 1986.
  • 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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Davenport, Thomas H., Paul Barth, and Randy Bean. "How 'Big Data' Is Different." MIT Sloan Management Review 54, no. 1 (Fall 2012).
  • 03 Mar 2023
  • Research & Ideas

When Showing Know-How Backfires for Women Managers

Most of us would like to impress the people we work with. But new research from Harvard Business School Assistant Professor Alexandra Feldberg finds that, for women managers, this aspiration can undermine performance. Feldberg discovered that women View Details
Keywords: by Kara Baskin; Retail; Consumer Products
  • 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
  • November 2005
  • Case

Playgrounds and Performance: Results Management at KaBOOM! (A)

By: Herman B. Leonard, Marc J. Epstein and Laura Winig
KaBOOM!, a successful playground-building social enterprise funded through corporate partnerships, wants to develop a performance measurement system that will enable the organization to expand its impact substantially. The board of directors and management are trying... View Details
Keywords: Governing and Advisory Boards; Growth and Development Strategy; Social Enterprise; Performance Evaluation; Management Systems; Design; Construction Industry
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Leonard, Herman B., Marc J. Epstein, and Laura Winig. "Playgrounds and Performance: Results Management at KaBOOM! (A)." Harvard Business School Case 306-031, November 2005.
  • 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
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Lakhani, Karim R., Johann Fuller, Volker Bilgram, and Greta Friar. "Nivea (A)." Harvard Business School Case 614-042, January 2014. (Revised January 2017.)
  • 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
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Ecommerce; CRM; Loyalty Management; Assortment Planning; Assortment Optimization; Lifetime Value (LTV); Analytics and Data Science; Analysis; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Exercise 521-079, January 2021.
  • 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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Kester, W. Carl, and Richard P. Melnick. "Managing the U.S. Dollar in the 1980s." Harvard Business School Case 292-001, July 1991.
  • 13 Dec 2021
  • Research & Ideas

The Unlikely Upside of Mergers: More Diverse Management Teams

States, Zhang found that purchased companies added nearly 15 percent more minority managers and 4 percent more female managers to their ranks than unacquired companies during the same period. "When the old... View Details
Keywords: by Lane Lambert
  • 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
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Pacelli, Joseph, and James Weber. "The Walt Disney Company: Management Guidance." Harvard Business School Case 125-027, August 2024.
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