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  • All HBS Web  (5,467)
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  • 2024
  • Working Paper

Empirical Guidance: Data Processing and Analysis with Applications in Stata, R, and Python

By: Melissa Ouellet and Michael W. Toffel
This paper describes a range of best practices to compile and analyze datasets, and includes some examples in Stata, R, and Python. It is meant to serve as a reference for those getting started in econometrics, and especially those seeking to conduct data analyses in... View Details
Keywords: Empirical Methods; Empirical Operations; Statistical Methods And Machine Learning; Statistical Interferences; Research Analysts; Analytics and Data Science; Mathematical Methods
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Ouellet, Melissa, and Michael W. Toffel. "Empirical Guidance: Data Processing and Analysis with Applications in Stata, R, and Python." Harvard Business School Working Paper, No. 25-010, August 2024.
  • Article

Storytelling: A Method for Assessing Children's Creativity

By: B. A. Hennessey and T. M. Amabile
Keywords: Creativity; Measurement and Metrics; Early Childhood Education; Research; Performance Evaluation
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Hennessey, B. A., and T. M. Amabile. "Storytelling: A Method for Assessing Children's Creativity." Journal of Creative Behavior 22, no. 4 (December 1988): 235–246.
  • July 2011 (Revised August 2013)
  • Background Note

Note on Evaluating Empirical Research

By: Michael I. Norton
This note is intended to provide students with a basic understanding of how to evaluate empirical research papers. While reading both case studies and empirical research require close attention and scrutiny, evaluating empirical research requires a different... View Details
Keywords: Decision Making; Research; Cases; Perspective
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Norton, Michael I. "Note on Evaluating Empirical Research." Harvard Business School Background Note 512-019, July 2011. (Revised August 2013.)
  • 22 May 2013
  • Working Paper Summaries

Hidden Structure: Using Network Methods to Map System Architecture

Keywords: by Carliss Y. Baldwin, Alan MacCormack & John Rusnak
  • 25 Oct 2013
  • Working Paper Summaries

Management: Theory and Practice, and Cases

Keywords: by Richard L. Nolan; Education
  • February 1985
  • Case

Business Research Corp. (B)

By: William A. Sahlman
Contains a description of a set of related decisions confronting the management and directors of Business Research Corp. (BRC) in April of 1984. BRC needs more capital to finance continued development of the market for a full-text database comprised of Wall Street... View Details
Keywords: Decisions; Finance; Capital Structure; Capital; Goals and Objectives; Conflict of Interests; Business Plan; Financing and Loans; Ethics
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Sahlman, William A. "Business Research Corp. (B)." Harvard Business School Case 285-090, February 1985.
  • 13 Feb 2012
  • Research & Ideas

The Case Against Racial Colorblindness

"It's so appealing on the surface to think that the best way to approach race is to pretend that it doesn't exist," says behavioral psychologist Michael I. Norton, an associate professor at Harvard Business School. "But research shows... View Details
Keywords: by Carmen Nobel
  • 2003
  • Casebook

Professional Services: Text and Cases

By: Thomas J. DeLong and Ashish Nanda
DeLong and Nanda's Professional Services: Text and Cases is the first casebook to be published on the management of professional service firms (law firms, architecture, financial services, consulting). It includes a comprehensive selection of case studies that... View Details
Keywords: Professional Service Firms; Management; Cases
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DeLong, Thomas J., and Ashish Nanda. Professional Services: Text and Cases. New York: McGraw-Hill/Irwin, 2003.
  • August 1998 (Revised October 1998)
  • Background Note

Note on Lead User Research

By: Stefan H. Thomke and Ashok Nimgade
Describes the Lead User concept and method (step-by-step) with brief examples from industrial practice. View Details
Keywords: Customers; Management Practices and Processes; Industry Growth
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Thomke, Stefan H., and Ashok Nimgade. "Note on Lead User Research." Harvard Business School Background Note 699-014, August 1998. (Revised October 1998.)
  • January 2004 (Revised February 2005)
  • Background Note

A Note on Methodological Fit in Management Field Research

By: Amy C. Edmondson and Stacy McManus
To use in doctoral-level management courses on the design of field research methods. Advocates the importance of fit, or internal consistency, among the different elements of a field research project. Although the scientific method provides an essential framework for... View Details
Keywords: Management; Research
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Edmondson, Amy C., and Stacy McManus. "A Note on Methodological Fit in Management Field Research." Harvard Business School Background Note 604-072, January 2004. (Revised February 2005.)
  • Research Summary

Research and Publication Interests

Michelle Craig McDonald is currently writing a Harvard Business School case study on the impact of the International Coffee Act on small producers. She is interested in early American economic development, especially the role of foreign trade and re-exported... View Details
  • 27 Feb 2012
  • Research & Ideas

When Researchers Cheat (Just a Little)

that don't affect the results can cast a shadow on the credibility of academic research. In research to be published in a forthcoming issue of Psychological Science, John and coauthors George Loewenstein (Carnegie Mellon) and Drazen... View Details
Keywords: by Katie Johnston; Education
  • 1981
  • Chapter

A Degeneracy Exploiting LU Factorization for the Simplex Method

By: André Perold
Keywords: Mathematical Methods
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Perold, André. "A Degeneracy Exploiting LU Factorization for the Simplex Method." In Large Scale Linear Programming, edited by G. B. Dantzig, M. A. H. Dempster, and Markku Kallio. Laxenburg, Austria: International Institute for Applied Systems Analysis (IIASA), 1981.
  • Article

Using Internet Data for Economic Research

By: Benjamin Edelman
The data used by economists can be broadly divided into two categories. First, structured datasets arise when a government agency, trade association, or company can justify the expense of assembling records. The Internet has transformed how economists interact with... View Details
Keywords: Data and Data Sets; Research; Internet; Cost Management; Information Management; Factories, Labs, and Plants; Reports; Archives; Surveys; Economics
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Edelman, Benjamin. "Using Internet Data for Economic Research." Journal of Economic Perspectives 26, no. 2 (Spring 2012): 189–206.
  • 08 Mar 2022
  • Research & Ideas

Representation Matters: Building Case Studies That Empower Women Leaders

in reinforcing stereotypes, which conflate leadership with masculinity. When the industry or subject of the case is traditionally associated with men and masculinity, the leader-equals-male effect compounds. "A robust body of View Details
Keywords: by Colleen Ammerman and Boris Groysberg
  • 09 May 2017
  • First Look

New Research and Ideas, May 9

sovereign default induced by legal rulings in the case of Republic of Argentina v. NML Capital. We find that a 10% increase in the probability of default causes a 6% decline in the value of Argentine equities and a 1% depreciation of a... View Details
Keywords: Sean Silverthorne
  • 2022
  • Article

Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods.

By: Chirag Agarwal, Marinka Zitnik and Himabindu Lakkaraju
As Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes critical to ensure that the stakeholders understand the rationale behind their predictions. While several GNN explanation methods have been proposed recently, there has... View Details
Keywords: Graph Neural Networks; Explanation Methods; Mathematical Methods; Framework; Theory; Analysis
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Agarwal, Chirag, Marinka Zitnik, and Himabindu Lakkaraju. "Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
  • 09 Oct 2018
  • First Look

New Research and Ideas, October 9, 2018

press Compensation & Benefits Review Winning the War for Talent: Modern Motivational Methods for Attracting and Retaining Employees By: Thibault-Landry, Anais, Allan Schweyer, and Ashley V. Whillans Abstract—Given the struggle that... View Details
Keywords: Dina Gerdeman
  • 2013
  • Working Paper

Management: Theory and Practice, and Cases

By: Richard L. Nolan

This working paper reports on a major Harvard Business School project designed to enhance MBA and practicing executives in case learning. The work is built on the foundation of HBS field cases employing the monomyth "hero's journey" classic story structure along... View Details

Keywords: Innovation; CIO; CEO; Hero's Journey; Monomyth; Management; Practice; Cases; Theory; Innovation and Invention
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Nolan, Richard L. "Management: Theory and Practice, and Cases." Harvard Business School Working Paper, No. 14-026, September 2013.
  • September 2017
  • Article

Winning the War for Talent: Modern Motivational Methods for Attracting and Retaining Employees

By: Anais Thibault-Landry, Allan Schweyer and Ashley V. Whillans
Given the struggle that many organizations face hiring and retaining talent in today's tight labor market, it is critical to understand how to effectively reward employees. To address this question, we review relevant evidence that explains the importance of workplace... View Details
Keywords: Rewards; Total Reward Strategies; Incentives; Recognition; Motivation; Psychological Needs; Employees; Retention; Motivation and Incentives; Working Conditions
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Thibault-Landry, Anais, Allan Schweyer, and Ashley V. Whillans. "Winning the War for Talent: Modern Motivational Methods for Attracting and Retaining Employees." Compensation & Benefits Review 49, no. 4 (September 2017): 230–246.
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