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Show Results For
- All HBS Web
(3,602)
- People (2)
- News (642)
- Research (2,453)
- Events (37)
- Multimedia (11)
- Faculty Publications (1,228)
- 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
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
Zuboff, Shoshana. "Data Administration in Citibank Brazil (E): Assessing the Implementation Strategy." Harvard Business School Case 486-113, May 1986.
- 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
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.
- 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 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
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.
- 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
Lakhani, Karim R., Johann Fuller, Volker Bilgram, and Greta Friar. "Nivea (A)." Harvard Business School Case 614-042, January 2014. (Revised January 2017.)
- 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
Davenport, Thomas H., Paul Barth, and Randy Bean. "How 'Big Data' Is Different." MIT Sloan Management Review 54, no. 1 (Fall 2012).
- 16 Mar 2021
- News
The Management Case for Inclusionary Corporate Purpose
- 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
Bloom, Nicholas, Raffaella Sadun, and John Van Reenen. "Do Private Equity-owned Firms Have Better Management Practices?" Chap. 1 in The Global Economic Impact of Private Equity Report 2009, 1–23. Globalization of Alternative Investments Working Papers. Geneva, Switzerland: World Economic Forum, 2009.
How Google Sold Its Engineers on Management
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
- 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
- August 2018
- Article
Growth Through Heterogeneous Innovations
By: Ufuk Akcigit and William R. Kerr
We build a tractable growth model where multi-product incumbents invest in internal innovations to improve their existing products, while new entrants and incumbents invest in external innovations to acquire new product lines. External and internal innovations generate... View Details
Keywords: Endogenous Growth; Innovation; Citations; Scientists; Entrepreneurs; External; Internal; Patents; Innovation Strategy; Entrepreneurship; Economic Growth; Research and Development; Science
Akcigit, Ufuk, and William R. Kerr. "Growth Through Heterogeneous Innovations." Journal of Political Economy 126, no. 4 (August 2018): 1374–1443.
- 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
Kester, W. Carl, and Richard P. Melnick. "Managing the U.S. Dollar in the 1980s." Harvard Business School Case 292-001, July 1991.
- 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
Pacelli, Joseph, and James Weber. "The Walt Disney Company: Management Guidance." Harvard Business School Case 125-027, August 2024.
- 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
- 13 Dec 2021
- News
The Unlikely Upside of Mergers: More Diverse Management Teams
- Web
Entrepreneurial Management - Faculty & Research
Entrepreneurial Management Overview Faculty Curriculum Seminars & Conferences Awards & Honors Doctoral Students July–August 2025 Article Case Study: Do We Reskill or Replace Our Workforce? By: William Kerr To remain competitive in the... View Details
- Teaching Interest
Managing Service Operations - MBA Elective Curriculum
By: Ryan W. Buell
World-class service organizations deeply understand the needs and behaviors of their customers, and design, manage, and improve their operating models accordingly. This course investigates the distinct challenges inherent in leading service operations, which make up... View Details
- October 2001 (Revised October 2017)
- Case
Store24 (A): Managing Employee Retention
By: Frances X. Frei and Dennis Campbell
Provides a retailing context in which employee retention strategies are explored through analyzing detailed store-level data. View Details
Keywords: Retention; Management Analysis, Tools, and Techniques; Analytics and Data Science; Strategy; Mathematical Methods; Retail Industry
Frei, Frances X., and Dennis Campbell. "Store24 (A): Managing Employee Retention." Harvard Business School Case 602-096, October 2001. (Revised October 2017.)
- March 2022
- Case
In Data We Trust: Be Mobile Africa and Furthering Financial Inclusion Across the African Continent
By: Lauren Cohen, Grace Headinger and Pierre Marchesseault
To Cédric Jeannot, leveraging technology to promote financial inclusion was personal. After no established financial institution would accept his technology platform to lower transaction costs for free, Jeannot launched FinTech company Be Mobile Africa in May 2020.... View Details
Keywords: Finance; Fintech; Emerging Market; Fundraising; Financial Inclusion; Strategy; Expansion; Management; Entrepreneurship; Personal Finance; Corporate Social Responsibility and Impact; Growth and Development Strategy; Financial Services Industry; Banking Industry; Africa; Togo; Nigeria; Ghana
Cohen, Lauren, Grace Headinger, and Pierre Marchesseault. "In Data We Trust: Be Mobile Africa and Furthering Financial Inclusion Across the African Continent." Harvard Business School Case 222-073, March 2022.