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  • All HBS Web  (2,281)
    • News  (323)
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  • Faculty Publications  (762)
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  • December 2021
  • Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein
In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details
Keywords: Information Technology; Applications and Software; Digital Platforms; Internet and the Web; Strategy; Expansion; Business Strategy; Labor; Employment; Human Capital; Jobs and Positions; Job Design and Levels; Job Search; Human Resources; Selection and Staffing; Recruitment; Employees; Retention; Competency and Skills; Experience and Expertise; Talent and Talent Management; Analytics and Data Science; Business Model; Technology Industry; North and Central America; United States
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Srinivasan, Suraj, and Amy Klopfenstein. "Burning Glass Technologies: From Data to Product." Harvard Business School Case 122-015, December 2021.
  • September 2020 (Revised July 2022)
  • Exercise

Artea (B): Including Customer-Level Demographic Data

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (B): Including Customer-Level Demographic Data." Harvard Business School Exercise 521-022, September 2020. (Revised July 2022.)
  • September 13, 2023
  • Article

How the Best Chief Data Officers Create Value

By: Suraj Srinivasan and Robin Seibert
Despite the rapidly increasing prominence of data and analytics functions, the majority of chief data officers (CDOs) fail to value and price the business outcomes created by their data and analytics capabilities. It comes as no surprise then that many CDOs fall behind... View Details
Keywords: Value Creation; Analytics and Data Science; Measurement and Metrics; Leadership
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Srinivasan, Suraj, and Robin Seibert. "How the Best Chief Data Officers Create Value." Harvard Business Review (website) (September 13, 2023).
  • January 2019
  • Supplement

Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis

By: Jill Avery and Gerald Zaltman
In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of 20 of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Luckily, an old consumer research study on the Nestlé Crunch Bar... View Details
Keywords: Brand Management; Market Research; Brand Positioning; Value Proposition; Consumer Products; Fast Moving Consumer Goods; Qualitative Methods; Zaltman Metaphor Elicitation Technique; ZMET; Data Analysis; Marketing; Marketing Strategy; Brands and Branding; Consumer Behavior; Marketing Communications; Analytics and Data Science; Analysis; Consumer Products Industry; Food and Beverage Industry; Advertising Industry; United States; North America; Italy
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Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis." Harvard Business School Supplement 519-062, January 2019.
  • 04 Jun 2024
  • Research & Ideas

Navigating Consumer Data Privacy in an AI World

Harnessing customer data well is central to any modern business, as is earning consumers’ trust that their information will stay private. With data breaches growing more common, regulations are tightening... View Details
Keywords: by Rachel Layne; Technology; Information Technology
  • October 2021 (Revised February 2022)
  • Case

Newsweek: Driving a Digital First Strategy

By: Lynda M. Applegate and Suraj Srinivasan
The case describes the transformation at Newsweek, the storied news magazine that had fallen from its commanding position as a premier print publication unable to find its footing in the fast changing digital media landscape. After buying Newsweek and taking over as... View Details
Keywords: Transformation; Strategy; Internet and the Web; Analytics and Data Science; Performance Evaluation; Partners and Partnerships
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Applegate, Lynda M., and Suraj Srinivasan. "Newsweek: Driving a Digital First Strategy." Harvard Business School Case 822-052, October 2021. (Revised February 2022.)
  • 27 Sep 2018
  • Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail
  • October 1992 (Revised September 1993)
  • Case

Nopane Advertising Strategy

By: David E. Bell
Nopane is a proprietary drug that sells in much of the United States. It faces substantial competition. The brand manager is undertaking an experiment to determine whether ad copy should be emotional-based or rational-based. The data and associated regression results... View Details
Keywords: Competition; Intellectual Property; Advertising; Health Care and Treatment; Brands and Branding; Product Marketing; Pharmaceutical Industry; United States
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Bell, David E. "Nopane Advertising Strategy." Harvard Business School Case 893-005, October 1992. (Revised September 1993.)
  • March 2024 (Revised May 2024)
  • Case

Amperity: First-Party Data at a Crossroads

By: Elie Ofek, Hema Yoganarasimhan and Alexis Lefort
In the summer of 2023, Amperity management was facing a critical decision on its future direction. Given the dramatic changes occurring within the digital advertising ecosystem, as concerns over consumer privacy placed limits on the ability to engage in third-party... View Details
Keywords: AI and Machine Learning; Technology Adoption; Business Strategy; Digital Marketing; Price; Product; Business or Company Management; Advertising Industry
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Ofek, Elie, Hema Yoganarasimhan, and Alexis Lefort. "Amperity: First-Party Data at a Crossroads." Harvard Business School Case 524-017, March 2024. (Revised May 2024.)
  • October 2023 (Revised April 2024)
  • Case

TetraScience: Unlocking the Power of Scientific Data

By: Satish Tadikonda and William Marks
After pivoting from a focus on hardware to a focus on scientific data, TetraScience, led by veteran SaaS executive, Patrick Grady and Founder Spin Wang, has embarked on a journey from nearly cash-out to a player in the scientific data management space. This case... View Details
Keywords: Business Model; Change Management; Entrepreneurship; Information Management; Business Strategy; Market Entry and Exit; Information Technology Industry
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Tadikonda, Satish, and William Marks. "TetraScience: Unlocking the Power of Scientific Data." Harvard Business School Case 824-072, October 2023. (Revised April 2024.)
  • April 2006 (Revised April 2012)
  • Case

Ghana: National Economic Strategy

By: Michael E. Porter and Kjell Ke-Li Carlsson
Set in the year 2001, as President John Kufuor contemplates a national economic strategy following his election in the first democratic transfer of power in Ghana's history. Focuses on Ghana's long history of poor economic performance and intractable poverty,... View Details
Keywords: History; Economic Growth; Government Administration; Developing Countries and Economies; Growth and Development Strategy; Ghana
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Porter, Michael E., and Kjell Ke-Li Carlsson. "Ghana: National Economic Strategy." Harvard Business School Case 706-497, April 2006. (Revised April 2012.)
  • 2007
  • Working Paper

The Price of Capital: Evidence from Trade Data

By: Laura Alfaro and Faisal Ahmed
We use highly disaggregated data on trade in capital goods to study differences in the price of capital across countries. This strategy is motivated by the fact that most countries import the bulk of machinery equipment from a small number of industrialized countries.... View Details
Keywords: Price; Goods and Commodities; Trade
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Alfaro, Laura, and Faisal Ahmed. "The Price of Capital: Evidence from Trade Data." Harvard Business School Working Paper, No. 07-073, April 2007. (Revised March 2010.)
  • 10 Nov 2003
  • Research & Ideas

Globalization: The Strategy of Differences

77 percent of its profits from outside North America. But Goizueta's strategy soon ran into trouble, due in large part to the Asian currency crisis. By the end of 1999, when Douglas Daft took the reins, earnings had slumped, and Coke's... View Details
Keywords: by Pankaj Ghemawat
  • Research Summary

Mastering Strategy Execution

By: Robert Simons

Professor Robert Simons’ research encompasses three areas of management accountability that are the foundation for successful strategy execution: organization design, performance measurement and control, and risk management. In addition, Simons is interested in the... View Details

  • November 1984 (Revised March 1985)
  • Case

Restructuring European Petrochemicals: Regional Data

By: Francis Aguilar, Joseph L. Bower and Benjamin Gomes-Casseres
Keywords: Restructuring; Corporate Strategy; Energy Industry; Chemical Industry; Europe
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Aguilar, Francis, Joseph L. Bower, and Benjamin Gomes-Casseres. "Restructuring European Petrochemicals: Regional Data." Harvard Business School Case 385-217, November 1984. (Revised March 1985.)
  • March 2008
  • Background Note

Marketing Input and Innovation Strategy

By: Elie Ofek
This note develops a framework for considering the challenges of incorporating marketing input when setting innovation strategy. The framework lays out the possible innovation opportunities a firm can entertain and describes how the customer knowledge gained from... View Details
Keywords: Customer Focus and Relationships; Innovation Strategy; Knowledge Use and Leverage; Marketing; Research; Competition
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Ofek, Elie. "Marketing Input and Innovation Strategy." Harvard Business School Background Note 508-090, March 2008.
  • 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... View Details
Keywords: by Martha Lagace
  • 02 Feb 2004
  • Research & Ideas

Mapping Your Corporate Strategy

person to be the steward or organizer of the strategy map. This person ensures that data are continually fed into the map and Balanced Scorecard to keep them refreshed, organizes the monthly report... View Details
Keywords: by Martha Lagace
  • January 2003 (Revised November 2005)
  • Case

Endeavor-Determining A Growth Strategy

By: William A. Sahlman and Michael J. Roberts
Describes the progress of a nonprofit organization, Endeavor, focused on nurturing entrepreneurship in emerging markets. At the time of the case, it has successfully expanded to five Latin American countries and is contemplating the next phase in its growth.... View Details
Keywords: Motivation and Incentives; Nonprofit Organizations; Development Economics; Entrepreneurship; Emerging Markets; Policy; Growth and Development Strategy
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Sahlman, William A., and Michael J. Roberts. "Endeavor-Determining A Growth Strategy." Harvard Business School Case 803-126, January 2003. (Revised November 2005.)
  • 11 Aug 2008
  • Research & Ideas

Strategy Execution and the Balanced Scorecard

light of new external circumstances, data collected about the performance of the existing strategy, and new suggestions from employees throughout the organization. Being willing to welcome and subject existing business View Details
Keywords: by Martha Lagace
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