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  • January 2014
  • Technical Note

Learning From Extreme Consumers

By: Jill Avery and Michael Norton
Traditional market research methods focus on understanding the average experiences of average consumers. This focus leads to gaps in our knowledge of consumer behavior and often fails to uncover insights that can drive revolutionary, rather than evolutionary... View Details
Keywords: Market Research; Ethnography; Design Thinking; Innovation; New Product Development; Research; Marketing; Consumer Behavior; Innovation and Invention
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Avery, Jill, and Michael Norton. "Learning From Extreme Consumers." Harvard Business School Technical Note 314-086, January 2014.
  • 2022
  • Article

Becoming a Learning Organization While Enhancing Performance: The Case of LEGO

By: Thomas Borup Kristensen, Henrik Saabye and Amy Edmondson
Purpose - The purpose of this study is to empirically test how problem-solving lean practices, along with leaders as learning facilitators in an action learning approach, can be transferred from a production context to a knowledge work context for the purpose... View Details
Keywords: Performance Efficiency; Learning; Organizational Change and Adaptation
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Kristensen, Thomas Borup, Henrik Saabye, and Amy Edmondson. "Becoming a Learning Organization While Enhancing Performance: The Case of LEGO." International Journal of Operations & Production Management 42, no. 13 (2022): 438–481.
  • August 2020 (Revised September 2020)
  • Technical Note

Assessing Prediction Accuracy of Machine Learning Models

By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne
The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details
Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods
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Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. (Revised September 2020.)
  • 2022
  • Working Paper

Category Kings or Commoners? Marketing Shaping and Its Consequences in Nascent Categories

By: Rory McDonald
For a new market category to materialize, someone must actively bring it into existence. Yet it remains a mystery how entrepreneurs, whose resources are stretched thin, can accomplish this task. Prior research emphasizes the importance of market-shaping... View Details
Keywords: Nascent Markets; New Categories; Innovation; Qualitative Methods; Emerging Markets; Strategy; Cultural Entrepreneurship; Innovation and Invention
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McDonald, Rory. "Category Kings or Commoners? Marketing Shaping and Its Consequences in Nascent Categories." Harvard Business School Working Paper, No. 16-095, February 2016. (Revised January 2022.)
  • 09 Mar 2017
  • Working Paper Summaries

Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case

Keywords: by Robert Lagerström, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant, and Lee Doolan
  • 27 Dec 2015
  • Research & Ideas

The Most Popular Stories and Research Papers of 2015

Research that explores how children benefit from having a working mom blew away the field for most popular feature article on Harvard Business School Working Knowledge in 2015. With nearly 84,000 visits, twice the number of the second... View Details
  • July 2008 (Revised May 2009)
  • Case

The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues

By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
The marketing director of a new minor-league baseball team must design, conduct, and then interpret survey research to determine optimal ticket pricing that will yield large attendance figures and contribute to the owner's goal of breaking even in the first year of... View Details
Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Marketing Strategy; Mathematical Methods; Product Launch; Sports; Sports Industry; Massachusetts
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Cespedes, Frank V., Christopher H. Lovelock, and Laura Winig. "The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues." Harvard Business School Brief Case 082-510, July 2008. (Revised May 2009.)
  • 2006
  • Working Paper

Cross-Functional Alignment in Supply Chain Planning: A Case Study of Sales and Operations Planning

In most organizations, supply chain planning is a cross-functional effort. Functional areas such as sales, marketing, finance, and operations traditionally specialize in portions of the planning activities, which results in conflicts over expectations, preferences, and... View Details
Keywords: Supply Chain Management; Planning
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Oliva, Rogelio, and Noel Watson. "Cross-Functional Alignment in Supply Chain Planning: A Case Study of Sales and Operations Planning." Harvard Business School Working Paper, No. 07-001, July 2006. (Revised October 2006, July 2008, February 2009.)
  • 16 Aug 2017
  • Research & Ideas

Researchers Use Google Street View to See the Future of Cities

toward creating momentum not only for a particular neighborhood, but also nearby areas. In addition to providing large-scale credence to existing theories of urban development, the researchers say their View Details
Keywords: by Michael Blanding; Real Estate
  • 07 Oct 2013
  • Research & Ideas

The Case for Combating Climate Change with Nuclear Power and Fracking

plants, but the carbon emissions are an entirely different matter. To have a dramatic impact on those carbon emissions, you need to find something that beats a traditional coal plant in their countries on straightforward energy economics, and that's really, really hard... View Details
Keywords: by Carmen Nobel; Energy; Utilities
  • 2009
  • Article

Synthesis by Microbes or Chemists? Pharmaceutical Research and Manufacturing in the Antibiotic Era

By: Arthur A. Daemmrich
This article presents a case study of the rise of Pfizer as a leading pharmaceutical company, with a focus on changing relationships between manufacturing technology and R&D between the mid-1940s and the mid-1960s. Pfizer first moved into pharmaceuticals through... View Details
Keywords: Research and Development; Production; Technology; Transformation; Relationships; Success; Organizations; Programs; Chemicals; Alignment; Pharmaceutical Industry; United States
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Daemmrich, Arthur A. "Synthesis by Microbes or Chemists? Pharmaceutical Research and Manufacturing in the Antibiotic Era." History and Technology 23, no. 3 (2009): 237–256.
  • 21 May 2014
  • Working Paper Summaries

The Role of the Corporation in Society: An Alternative View and Opportunities for Future Research

Keywords: by George Serafeim
  • 11 Oct 2017
  • Research & Ideas

The House Wants to Squelch Voices of ‘Small’ Shareholders. Research Shows Those Voices Matter.

statement, in which case shareholders can vote on whether the company should adopt the change; negotiate with the shareholder to come up with a mutually acceptable solution to the beef; or formally contest the shareholder’s proposal by... View Details
Keywords: by Carmen Nobel
  • 2024
  • Working Paper

Chimeric Antigen Receptor T-Cell Therapy—Living Drugs: Case Histories of Transformational Advances

By: Amar Bhidé and Srikant M. Datar
In 2017, the US Food and Drug Administration (FDA) approved an immunotherapeutic treatment, called CAR-T therapy, for two kinds of blood cancers—acute leukemia (ALL) and a lymphoma. We describe 1) how CAR-T works, 2) the foundational advances and discoveries, 3) the... View Details
Keywords: Immunotherapy; Health Care and Treatment; Innovation and Invention; Research and Development; Governing Rules, Regulations, and Reforms
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Bhidé, Amar, and Srikant M. Datar. "Chimeric Antigen Receptor T-Cell Therapy—Living Drugs: Case Histories of Transformational Advances." Harvard Business School Working Paper, No. 21-035, August 2020. (Revised May 2024.)
  • 30 Nov 2010
  • Working Paper Summaries

The New Face of Chinese Industrial Policy: Making Sense of Anti-Dumping Cases in the Petrochemical and Steel Industry

Keywords: by Regina Abrami & Yu Zheng; Manufacturing; Chemical
  • 2010
  • Chapter

The Shape of Things to Come: Institutions, Entrepreneurs, and the Case of Hedge Funds

By: Pamela Tolbert and Shon R. Hiatt
Foundational work on institutional theory as a framework for studying organizations underscored its relevance to analyses of entrepreneurship, but entrepreneurship research has often ignored the insights provided by this theoretic approach. In this chapter, we... View Details
Keywords: Entrepreneurship; Organizations; Research; Theory; Financial Services Industry
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Tolbert, Pamela, and Shon R. Hiatt. "The Shape of Things to Come: Institutions, Entrepreneurs, and the Case of Hedge Funds." In Institutions and Entrepreneurship. Vol. 21, edited by Wesley Sine and Robert David, 157–182. Research in the Sociology of Work. Bingley, England: Emerald Group Publishing, 2010.
  • August 2020
  • Technical Note

Comparing Two Groups: Sampling and t-Testing

By: Iavor I Bojinov, Chiara Farronato, Yael Grushka-Cockayne, Willy C. Shih and Michael W. Toffel
This note describes sampling and t-tests, two fundamental statistical concepts. View Details
Keywords: Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Analytics and Data Science; Analysis; Surveys; Mathematical Methods
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Bojinov, Iavor I., Chiara Farronato, Yael Grushka-Cockayne, Willy C. Shih, and Michael W. Toffel. "Comparing Two Groups: Sampling and t-Testing." Harvard Business School Technical Note 621-044, August 2020.
  • September 2013
  • Exercise

An Exercise in Designing a Travel Coffee Mug

By: Elie Ofek and Michael Norris
In recent years design has emerged as a critical factor in the success of many new products. This case exercise provides a hands-on way to experience the design process and offers a structured approach for incorporating key considerations that can aid in effective... View Details
Keywords: New Product Development; Innovation; Market Research; Competitive Positioning; Design; Product Development; Consumer Products Industry
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Ofek, Elie, and Michael Norris. "An Exercise in Designing a Travel Coffee Mug." Harvard Business School Exercise 514-042, September 2013.
  • 1997
  • Chapter

Environmental Determinants of Work Motivation, Creativity, and Innovation: The Case of R&D Downsizing

By: T. M. Amabile and R. Conti
Keywords: Job Cuts and Outsourcing; Research and Development; Working Conditions; Motivation and Incentives; Creativity; Innovation and Invention
Citation
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Amabile, T. M., and R. Conti. "Environmental Determinants of Work Motivation, Creativity, and Innovation: The Case of R&D Downsizing." In Technological Innovation: Oversights and Foresights, edited by Raghu Garud, Praveen Rattan Nayyar, and Zur Baruch Shapira. New York: Cambridge University Press, 1997.
  • Article

How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods

In many service industries, companies compete with each other on the basis of the waiting time their customers experience, along with other strategic instruments such as the price they charge for their service. The objective of this paper is to conduct an empirical... View Details
Keywords: Customer Satisfaction; Price; Service Delivery; Mathematical Methods; Competition; Food and Beverage Industry; Service Industry
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Allon, Gad, Awi Federgruen, and Margaret P. Pierson. "How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods ." Manufacturing & Service Operations Management 13, no. 4 (Fall 2011).
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