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  • All HBS Web  (7,129)
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    • Research  (4,406)
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  • All HBS Web  (7,129)
    • News  (1,264)
    • Research  (4,406)
    • Events  (116)
    • Multimedia  (73)
  • Faculty Publications  (3,080)
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  • Article

Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data

By: Dean Hyslop and Wilbur Townsend
This article analyzes earnings dynamics and measurement error using a matched longitudinal sample of individuals’ survey and administrative earnings. In line with previous literature, the reported differences are characterized by both persistent and transitory factors.... View Details
Keywords: Earnings Dynamics; Measurement Error; Panel Data; Validation Study; Business Earnings; Measurement and Metrics; Forecasting and Prediction
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Hyslop, Dean, and Wilbur Townsend. "Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data." Journal of Business & Economic Statistics 38, no. 2 (2020).
  • Teaching Interest

Data Science for Managers

  • Served as a teaching fellow; assisted MBA students with classroom coding exercises. 
  • Developed course materials, including new case studies, technical notes, and code notebooks students used to analzye case data. 
  • Developed interactive web... View Details
  • November 2017
  • Teaching Note

Predicting Consumer Tastes with Big Data at Gap

By: Ayelet Israeli and Jill Avery
CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
Keywords: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 2017.
  • January 2022
  • Technical Note

BGIE Macro Data Repository

By: Alberto Cavallo
This technical note describes an up-to-date data repository containing balance of payment, exchange rate, and aggregate macroeconomic data in a standard format used by case studies written by members of the Business, Government & the International Economy (BGIE) group... View Details
Keywords: Macroeconomics
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Cavallo, Alberto. "BGIE Macro Data Repository." Harvard Business School Technical Note 722-037, January 2022. (Access the Data Repository here: https://sites.harvard.edu/bgie-data/.)
  • June 2002 (Revised October 2002)
  • Background Note

Argentina: Data Supplement, 1990-2002

By: Huw Pill and Ingrid Vogel
Provides basic macroeconomic data for Argentina for the period 1990 through 2002. Covers the period from the adoption of Argentina's currency board to its ultimate demise and beyond. View Details
Keywords: Financial Crisis; Macroeconomics; Argentina
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Pill, Huw, and Ingrid Vogel. "Argentina: Data Supplement, 1990-2002." Harvard Business School Background Note 702-094, June 2002. (Revised October 2002.)
  • Article

One Obstacle to Curing Cancer: Patient Data Isn't Shared

By: Richard G. Hamermesh and Kathy Giusti
Precision Medicine requires large datasets to identify the mutations that lead to various cancers. Currently, genomic information is hoarded in fragmented silos within numerous academic medical centers, pharmaceutical companies, and some disease-based foundations. For... View Details
Keywords: Healthcare; Technological And Scientific Innovation; Cancer Care In The U.S.; Cancer Treatment; Precision Medicine; Personalized Medicine; Data Sharing; Technological Innovation; Analytics and Data Science; Health Disorders; Medical Specialties; Research and Development; Customization and Personalization; Health Industry; United States
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Hamermesh, Richard G., and Kathy Giusti. "One Obstacle to Curing Cancer: Patient Data Isn't Shared." Harvard Business Review (website) (November 28, 2016).
  • February 2025
  • Technical Note

Data Infrastructure

By: Iavor I Bojinov, Karim R. Lakhani, Ai Takahashi and Greta Friar
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Bojinov, Iavor I., Karim R. Lakhani, Ai Takahashi, and Greta Friar. "Data Infrastructure." Harvard Business School Technical Note 625-098, February 2025.
  • August 1994
  • Case

Data Flow

By: Norman A. Berg and James Weber
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Berg, Norman A., and James Weber. "Data Flow." Harvard Business School Case 395-030, August 1994.
  • December 2017
  • Teaching Note

Yemeksepeti: Growing and Expanding the Business Model through Data

By: William R. Kerr and Alexis Brownell
Teaching Note for HBS No. 817-095. View Details
Keywords: Turkey; Internet; Online Ordering; Restaurants; Big Data; Entrepreneurship; Analytics and Data Science; Internet and the Web; Growth and Development Strategy; Food and Beverage Industry; Turkey
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Kerr, William R., and Alexis Brownell. "Yemeksepeti: Growing and Expanding the Business Model through Data." Harvard Business School Teaching Note 818-076, December 2017.
  • April 2008
  • Background Note

Introduction to Data Analysis with Data Desk

By: Frances X. Frei
Keywords: Theory
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Frei, Frances X. "Introduction to Data Analysis with Data Desk." Harvard Business School Background Note 608-154, April 2008.
  • July 2022
  • Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli
Teaching Note for HBS Case No. 521-077. View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms." Harvard Business School Teaching Note 523-012, July 2022.
  • March 1998 (Revised October 1999)
  • Case

Electronic Data Systems (EDS)

By: Rosabeth M. Kanter and Thomas Dretler
Explores a global program of Electronic Data Systems (EDS) called "Global Volunteer Day" and examines the activities and business situation of the company in four countries. Asks students to address whether American values like "volunteerism" can be exported. View Details
Keywords: Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Corporate Social Responsibility and Impact; Business and Community Relations; Information Technology Industry; United States
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Kanter, Rosabeth M., and Thomas Dretler. "Electronic Data Systems (EDS)." Harvard Business School Case 398-072, March 1998. (Revised October 1999.)
  • January 1980 (Revised November 1991)
  • Case

Data Resources, Inc.

By: Norman A. Berg and George S. Yip
Keywords: Information Technology Industry
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Berg, Norman A., and George S. Yip. "Data Resources, Inc." Harvard Business School Case 380-131, January 1980. (Revised November 1991.)
  • May 1998
  • Case

Data Saver Inc.

By: David F. Hawkins
An inventor must prepare financial statements to obtain financing for the commercial use of his invention. View Details
Keywords: Financing and Loans; Financial Statements
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Hawkins, David F. "Data Saver Inc." Harvard Business School Case 198-042, May 1998.
  • 2011
  • Chapter

Fundamental Data Anomalies

By: Ian D. Gow
Keywords: Mathematical Methods; Data and Data Sets
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Gow, Ian D. "Fundamental Data Anomalies." Chap. 5 in The Handbook of Equity Market Anomalies: Translating Market Inefficiencies into Effective Investment Strategies, edited by Len Zacks, 117–128. John Wiley & Sons, 2011.
  • March 2018
  • Technical Note

Internet Data Capping Note (B)

By: Shane Greenstein and Christine Snively
The B note brings the reader up through early 2017 and addresses an informal review carried out by the Wireless Telecommunications Bureau (WTB) on sponsored data and zero-rating data plans in the mobile broadband market. View Details
Keywords: Telecommunications; Information Technology; Internet and the Web
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Greenstein, Shane, and Christine Snively. "Internet Data Capping Note (B)." Harvard Business School Technical Note 618-061, March 2018.
  • August 2018 (Revised February 2023)
  • Case

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Jill Avery and Ayelet Israeli
As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
  • August 1996
  • Teaching Note

Data Flow TN

By: Norman A. Berg and Judith Maas
Citation
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Berg, Norman A., and Judith Maas. "Data Flow TN." Harvard Business School Teaching Note 397-024, August 1996.
  • January 1989 (Revised September 1991)
  • Background Note

International Financial Data

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Flaherty, Marie-Therese M., and Jill S. Dalby. "International Financial Data." Harvard Business School Background Note 689-039, January 1989. (Revised September 1991.)
  • January 1983 (Revised January 1998)
  • Background Note

Note on Analyzing BGIE Data

Introduces students to the process of data analysis in Business, Government, and the International Economy (BGIE) cases. Uses examples from Selected U.S. Statistics: Part I. View Details
Keywords: Data and Data Sets; Analysis
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Rukstad, Michael G. "Note on Analyzing BGIE Data." Harvard Business School Background Note 383-094, January 1983. (Revised January 1998.)
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