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  • All HBS Web  (1,269)
    • People  (20)
    • News  (201)
    • Research  (694)
    • Events  (7)
    • Multimedia  (11)
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  • 2019
  • Chapter

Quantitative and Qualitative Methods in Organizational Research

By: Amy C. Edmondson and Tiona Zuzul
Selecting the appropriate method for a given research question is an essential skill for organizational researchers. High-quality research involves a good fit between the methods used and the nature of the contribution to the literature. This article describes a... View Details
Keywords: Mathematical Methods; Organizations
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Edmondson, Amy C., and Tiona Zuzul. "Quantitative and Qualitative Methods in Organizational Research." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, October 2013.)
  • August 2021
  • Article

Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders

By: Tarun Khanna, Karim R. Lakhani, Shubhangi Bhadada, Nabil Khan, Saba Kohli Davé, Rasim Alam and Meena Hewett
This paper examines the role that the two lead authors’ personal connections played in the research methodology and data collection for the Partition Stories Project—a mixed-methods approach to revisiting the much-studied historical trauma of the Partition of British... View Details
Keywords: Mixed Methods; Insider-outsiders; Myth Of Informed Objectivity; Hybrid Research; Oral Narratives; Research; Analysis; India
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Khanna, Tarun, Karim R. Lakhani, Shubhangi Bhadada, Nabil Khan, Saba Kohli Davé, Rasim Alam, and Meena Hewett. "Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders." Academy of Management Perspectives 35, no. 3 (August 2021): 384–399.
  • September 15, 2021
  • Article

Improving Deconvolution Methods in Biology Through Open Innovation Competitions: An Application to the Connectivity Map

By: Andrea Blasco, Ted Natoli, Michael G. Endres, Rinat A. Sergeev, Steven Randazzo, Jin Hyun Paik, N.J. Maximilian Macaluso, Rajiv Narayan, Xiaodong Lu, David Peck, Karim R. Lakhani and Aravind Subramanian
A recurring problem in biomedical research is how to isolate signals of distinct populations (cell types, tissues, and genes) from composite measures obtained by a single analyte or sensor. Existing computational deconvolution approaches work well in many specific... View Details
Keywords: Deconvolution; Methods; Open Innovation Competition; Genomics; Research; Innovation and Invention
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Blasco, Andrea, Ted Natoli, Michael G. Endres, Rinat A. Sergeev, Steven Randazzo, Jin Hyun Paik, N.J. Maximilian Macaluso, Rajiv Narayan, Xiaodong Lu, David Peck, Karim R. Lakhani, and Aravind Subramanian. "Improving Deconvolution Methods in Biology Through Open Innovation Competitions: An Application to the Connectivity Map." Bioinformatics 37, no. 18 (September 15, 2021).
  • 2022
  • Article

When Regular Meets Remarkable: Awe as a Link between Routine Work and Meaningful Self-narratives

By: Elizabeth Sheprow and Spencer Harrison
Daily narratives of work can include a mix of ordinary actions and awe-inspiring moments that reveal a vaster, more meaningful reality. When awe is experienced in the context of work, it can prompt self-referential sensemaking about what these experiences mean for the... View Details
Keywords: Narratives; Meaning; Qualitative Method; Emotions; Identity; Employment
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Sheprow, Elizabeth, and Spencer Harrison. "When Regular Meets Remarkable: Awe as a Link between Routine Work and Meaningful Self-narratives." Organizational Behavior and Human Decision Processes 170 (May 2022).
  • December 2022
  • Article

Shaping Nascent Industries: Innovation Strategy and Regulatory Uncertainty in Personal Genomics

By: Cheng Gao and Rory McDonald
In nascent industries—whose new technologies are often poorly understood by regulators—contending with regulatory uncertainty can be crucial to organizational survival and growth. Prior research on nonmarket strategy has largely focused on established firms in mature... View Details
Keywords: Technological Change; Innovation; Qualitative Methods; New Categories; Entrepreneurship; Technological Innovation; Governing Rules, Regulations, and Reforms; Risk and Uncertainty; Strategy
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Gao, Cheng, and Rory McDonald. "Shaping Nascent Industries: Innovation Strategy and Regulatory Uncertainty in Personal Genomics." Administrative Science Quarterly 67, no. 4 (December 2022): 915–967.
  • 2002
  • Case

Qualitative Response Models: Ordinal and Multinomial Models

By: William B. Simpson
Keywords: Mathematical Methods
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Simpson, William B. "Qualitative Response Models: Ordinal and Multinomial Models." 2002. Electronic.
  • 2022
  • Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details
Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods
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Lobo, Elita, Harvineet Singh, Marek Petrik, Cynthia Rudin, and Himabindu Lakkaraju. "Data Poisoning Attacks on Off-Policy Evaluation Methods." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 38th (2022): 1264–1274.
  • 29 Oct 2019
  • Working Paper Summaries

Crowdsourcing Memories: Mixed Methods Research by Cultural Insiders-Epistemological Outsiders

Keywords: by Tarun Khanna, Karim R. Lakhani, Shubhangi Bhadada, Nabil Khan, Saba Kohli Davé, Rasim Alam, and Meena Hewett
  • November 1993 (Revised July 1994)
  • Background Note

Adjusted Present Value Method for Capital Assets, The

By: Steven R. Fenster and Stuart C. Gilson
This case provides an explanation of the adjusted present value method for valuing capital assets. The authors believe this approach is generally simple and better for the complicated and changing capital structure found in restructuring. View Details
Keywords: Value; Capital; Assets
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Fenster, Steven R., and Stuart C. Gilson. "Adjusted Present Value Method for Capital Assets, The ." Harvard Business School Background Note 294-047, November 1993. (Revised July 1994.)
  • Teaching Interest

Design of Field Research Methods (DFRM)

Field research involves collecting original data (qualitative and/or quantitative) in field sites. This course combines informal lecture and discussion with practical exercises to build specific skills for conducting field research in organizations. Readings include... View Details

  • July 1975
  • Background Note

Introduction to the Case Method

By: Benson P. Shapiro
Guidelines to aid the student in analyzing a case situation by casting himself or herself in the role of protagonist, developing criteria for alternative decisions, and generalizing to other situations. View Details
Keywords: Cases
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Shapiro, Benson P. "Introduction to the Case Method." Harvard Business School Background Note 576-031, July 1975.
  • 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.)
  • 2024
  • Working Paper

The Cram Method for Efficient Simultaneous Learning and Evaluation

By: Zeyang Jia, Kosuke Imai and Michael Lingzhi Li
We introduce the "cram" method, a general and efficient approach to simultaneous learning and evaluation using a generic machine learning (ML) algorithm. In a single pass of batched data, the proposed method repeatedly trains an ML algorithm and tests its empirical... View Details
Keywords: AI and Machine Learning
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Jia, Zeyang, Kosuke Imai, and Michael Lingzhi Li. "The Cram Method for Efficient Simultaneous Learning and Evaluation." Working Paper, March 2024.
  • June 2016
  • Article

Task Segregation as a Mechanism for Within-Job Inequality: Women and Men of the Transportation Security Administration

By: Curtis K. Chan and Michel Anteby
What could explain inequality within a given job between groups of workers, particularly between women and men? Extant workplace inequality scholarship has largely overlooked as a source for inequality the job’s work content—the actual tasks workers perform. It is... View Details
Keywords: Inequality; Work; Mechanisms And Processes; Stratification; Labor Process; Qualitative Methods (General); Case Method; Field Research; Equality and Inequality; Working Conditions; Gender; Labor; Labor and Management Relations; Air Transportation Industry
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Chan, Curtis K., and Michel Anteby. "Task Segregation as a Mechanism for Within-Job Inequality: Women and Men of the Transportation Security Administration." Administrative Science Quarterly 61, no. 2 (June 2016): 184–216.
  • June 2020
  • Teaching Note

Understanding the Brand Equity of Nestlé Crunch Bar

By: Jill Avery and Gerald Zaltman
Teaching Note for HBS Case Nos. 519-061 and 519-062. In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of twenty of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Under the... View Details
Keywords: Brand Management; Brand Storytelling; Brand Equity; Market Research; Qualitative Methods; Marketing; Brands and Branding; Marketing Communications; Consumer Behavior; Marketing Strategy; Food and Beverage Industry
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Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar." Harvard Business School Teaching Note 520-124, June 2020.
  • August 2021
  • Article

The Undervalued Power of Self-relevant Research: The Case of Researching Retirement While Retiring

By: Teresa M. Amabile and Douglas T. (Tim) Hall
For decades, training in management research has emphasized objectivity, typically viewed as an arm’s length distance between the topic of the research and the interests of the researcher. This emphasis has led most scholars to avoid research topics of deep personal... View Details
Keywords: Qualitative Research Methods; Case Research Methods; Organizational Behavior; Careers; Career Changes And Transitions; Self-relevant Research; Research; Personal Development and Career; Transition; Identity; Retirement
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Amabile, Teresa M., and Douglas T. (Tim) Hall. "The Undervalued Power of Self-relevant Research: The Case of Researching Retirement While Retiring." Academy of Management Perspectives 35, no. 3 (August 2021): 347–366.
  • 2017
  • Working Paper

Deep Help in Complex Project Work: Guiding and Path-Clearing Across Difficult Terrain

By: Colin M. Fisher, Julianna Pillemer and Teresa M. Amabile
How do teams working on complex projects get the help they need? Our qualitative investigation of the help provided to project teams at a prominent design firm revealed two distinct helping processes, both characterized by deep, sustained engagement that far exceeds... View Details
Keywords: Helping; Rhythm; Prosocial Behavior; External Team Leadership; Social Construction; Time; Qualitative Methods; Field Research; Groups and Teams; Projects; Behavior; Social and Collaborative Networks
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Fisher, Colin M., Julianna Pillemer, and Teresa M. Amabile. "Deep Help in Complex Project Work: Guiding and Path-Clearing Across Difficult Terrain." Harvard Business School Working Paper, No. 18-035, October 2017.
  • 01 Aug 2019
  • What Do You Think?

Has the Twitter Age Left the Case Method Behind?

How Will the Case Method Have to Evolve to Meet Future Needs? Like any good case discussion, this month’s column generated thoughtful comments centered around several issues concerning whether or not the... View Details
Keywords: by James Heskett; Education
  • August 2018
  • Article

Deep Help in Complex Project Work: Guiding and Path-Clearing Across Difficult Terrain

By: Colin M. Fisher, Julianna Pillemer and Teresa M. Amabile
How do teams working on complex projects get the help they need? Our qualitative investigation of the help provided to project teams at a prominent design firm revealed two distinct helping processes, both characterized by deep, sustained engagement that far exceeds... View Details
Keywords: Helping; Rhythm; Prosocial Behavior; External Team Leadership; Social Construction; Time; Qualitative Methods; Field Research; Groups and Teams; Projects; Behavior; Leadership; Social and Collaborative Networks
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Fisher, Colin M., Julianna Pillemer, and Teresa M. Amabile. "Deep Help in Complex Project Work: Guiding and Path-Clearing Across Difficult Terrain." Academy of Management Journal 61, no. 4 (August 2018): 1524–1553.
  • 22 May 2013
  • Working Paper Summaries

Hidden Structure: Using Network Methods to Map System Architecture

Keywords: by Carliss Y. Baldwin, Alan MacCormack & John Rusnak
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