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- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect...
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Keywords:
Machine Learning;
Supervised Machine Learning;
Induction;
Abduction;
Exploratory Data Analysis;
Pattern Discovery;
Decision Trees;
Random Forests;
Neural Networks;
Roc Curve;
Confusion Matrix;
Partial Dependence Plots
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- December 2020
- Case
Château Margaux: Serving Up the Third Wine
By: Elie Ofek
In fall 2019, Corinne Mentzelopoulos, owner of the famous first-growth Château Margaux, is pondering a series of decisions with respect to the chateau's third wine. Margaux du Château Marguax, as this wine was called, was launched in 2013 with a particular goal in mind...
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Keywords:
Brand Management;
Pricing;
Wine Industry;
Marketing Strategy;
Product Marketing;
performance evaluation;
Price;
Distribution Channels;
Growth And Development Strategy;
France
Ofek, Elie. "Château Margaux: Serving Up the Third Wine." Harvard Business School Case 521-054, December 2020.
- October 2020
- Case
Unison Capital Korea: Gong Cha
By: Victoria Ivashina and Sangyun Lee
In the Spring of 2017, Soomin Kim, Founding Partner of Unison Capital Korea, and his team were debating the potential exit of Unison Capital Korea’s investment in Gong Cha Korea, the sole local franchisor of the premium milk tea brand that they proprietarily sourced...
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Keywords:
Exit;
Strategic Decision Making;
Private Equity;
Investment;
Strategy;
Investment Return;
Decision Making
Ivashina, Victoria, and Sangyun Lee. "Unison Capital Korea: Gong Cha." Harvard Business School Case 221-040, October 2020.
- October 6, 2020
- Article
Test Your Board's Readiness for the Post-COVID Era
By: Lynn S. Paine
Research suggests that well-run boards take the process of self-evaluation quite seriously, often using a combination of director surveys and personal interviews to assess the functioning and effectiveness of the board, its committees, and its individual members. As...
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Paine, Lynn S. "Test Your Board's Readiness for the Post-COVID Era." Harvard Business Review Digital Articles (October 6, 2020).
- September 2020
- Teaching Note
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
Teaching Note for HBS Case No. 720-422. TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increase ten times,...
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Keywords:
Value Capturing;
Pricing Strategy;
Supplier Power;
Buyer Power;
Porter's Five Forces;
Bargaining Power;
Monopoly;
Aerospace;
Acquisition Strategy;
Value Drivers;
Ethical Behavior;
Regulation;
Growth Strategy;
Business Ethics;
Defense;
Procurement;
Sustainability;
Value-based Business Strategy;
Acquisition;
Ethics;
Private Equity;
Financial Strategy;
Growth Management;
performance evaluation;
Business Strategy;
Competitive Strategy;
Horizontal Integration;
Value Creation;
Competitive Advantage;
Aerospace Industry;
Air Transportation Industry;
United States
- September 2020 (Revised November 2020)
- Supplement
Student Success at Georgia State University (B)
By: Michael W. Toffel, Robin Mendelson and Julia Kelley
This is a supplement to the Student Success at Georgia State University (A) case. The (B) case includes the results of a randomized control trial that Georgia State conducted to test education technology start-up AdmitHub’s chatbot solution as a strategy for improving...
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Keywords:
Education;
Higher Education;
Learning;
Curriculum And Courses;
Demographics;
Diversity;
Ethnicity;
Income;
Race;
Values And Beliefs;
Leadership;
Goals And Objectives;
Measurement And Metrics;
Operations;
Organizations;
Mission And Purpose;
Organizational Culture;
Outcome Or Result;
performance;
performance Effectiveness;
performance evaluation;
performance Improvement;
Planning;
Strategic Planning;
Social Enterprise;
Nonprofit Organizations;
Social Issues;
Wealth And Poverty;
Equality And Inequality;
Technology;
Technology Platform;
Education Industry;
Atlanta
Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (B)." Harvard Business School Supplement 621-039, September 2020. (Revised November 2020.)
- September 2020 (Revised November 2020)
- Case
Student Success at Georgia State University (A)
By: Michael W. Toffel, Robin Mendelson and Julia Kelley
Georgia State University had developed a reputation for driving student success by nearly doubling its graduation rate for students of all racial, ethnic, and socioeconomic backgrounds. It did so while growing its student body and the proportion of Black/African...
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Keywords:
Education;
Higher Education;
Learning;
Curriculum And Courses;
Demographics;
Diversity;
Ethnicity;
Income;
Race;
Leadership;
Goals And Objectives;
Measurement And Metrics;
Operations;
Organizations;
Mission And Purpose;
Organizational Culture;
Outcome Or Result;
performance;
performance Effectiveness;
performance evaluation;
Service Operations;
performance Improvement;
Planning;
Strategic Planning;
Social Enterprise;
Nonprofit Organizations;
Social Issues;
Wealth And Poverty;
Equality And Inequality;
Technology;
Technology Platform;
Education Industry;
Atlanta
Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (A)." Harvard Business School Case 621-006, September 2020. (Revised November 2020.)
- July 2020
- Case
Karen Bruck: Growing Managers at MercadoLibre
By: Joshua D. Margolis, Fernanda Miguel and Mariana Cal
Karen Bruck, Corporate Sales Director at MercadoLibre, Latin America's largest e-commerce platform, needs to make a decision about one of her managers, who, while analytically savvy, has an approach that does not fit in with the company's culture.
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Keywords:
performance evaluation;
Employee Relationship Management;
Decision Making;
Interpersonal Communication;
Organizational Culture;
Retail Industry;
Latin America;
Argentina
Margolis, Joshua D., Fernanda Miguel, and Mariana Cal. "Karen Bruck: Growing Managers at MercadoLibre." Harvard Business School Case 421-013, July 2020.
- June 2020
- Supplement
TransDigm in 2017: Congressional Hearing on the DoD Inspector General’s Report (5/15/19)
By: Benjamin C. Esty
This video accompanies the case, “TransDigm in 2017: The Beginning of the End or the End of the Beginning?”
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Keywords:
Value Capturing;
Pricing Strategy;
Supplier Power;
Buyer Power;
Porter's Five Forces;
Bargaining Power;
Monopoly;
Aerospace;
Acquisition Strategy;
Value Drivers;
Ethical Behavior;
Regulation;
Growth Strategy;
Business Ethics;
Defense;
Procurement;
Sustainability;
Value Based Health Care;
Acquisition;
Ethics;
Private Equity;
Financial Strategy;
Growth Management;
performance evaluation;
Business Strategy;
Competitive Strategy;
Horizontal Integration;
Value Creation;
Competitive Advantage;
Aerospace Industry;
Air Transportation Industry;
United States
Esty, Benjamin C. "TransDigm in 2017: Congressional Hearing on the DoD Inspector General’s Report (5/15/19)." Harvard Business School Multimedia/Video Supplement 720-856, June 2020.
- Article
Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs
By: Michael G. Endres, Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland and Robert A. Gaudin
Periapical radiolucencies, which can be detected on panoramic radiographs, are one of the most common radiographic findings in dentistry and have a differential diagnosis including infections, granuloma, cysts, and tumors. In this study, we seek to investigate the...
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Keywords:
Artificial Intelligence;
Diagnosis;
Computer-assisted;
Image Interpretation;
Machine Learning;
Radiography;
Panoramic Radiograph
Endres, Michael G., Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland, and Robert A. Gaudin. "Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs." Diagnostics 10, no. 6 (June 2020).
- May 2020
- Article
To Be or Not to Be Your Authentic Self? Catering to Others' Expectations and Interests Hinders Performance
By: Francesca Gino, Ovul Sezer and Laura Huang
When approaching interpersonal first meetings (e.g., job interviews), people often cater to the target’s interests and expectations to make a good impression and secure a positive outcome such as being offered the job (pilot study). This strategy is distinct from other...
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Keywords:
Authenticity;
Catering;
Honesty;
Selection;
Impression Management;
Interpersonal Communication;
Behavior;
performance
Gino, Francesca, Ovul Sezer, and Laura Huang. "To Be or Not to Be Your Authentic Self? Catering to Others' Expectations and Interests Hinders Performance." Organizational Behavior and Human Decision Processes 158 (May 2020): 83–100.
- April 2020 (Revised July 2020)
- Supplement
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increase ten times, and both EBITDA and revenues had grown...
View Details
- April 2020 (Revised July 2020)
- Case
TransDigm in 2017: The Beginning of the End or the End of the Beginning?
By: Benjamin C. Esty and Daniel Fisher
TransDigm was a highly acquisitive company that manufactured a wide range of highly engineered aerospace parts for both military and commercial customers. Over the ten years ending in 2016, its stock price had increased ten times, and both EBITDA and revenues had grown...
View Details
Keywords:
Value Capturing;
Pricing Strategy;
Supplier Power;
Buyer Power;
Porter's Five Forces;
Bargaining Power;
Monopoly;
Aerospace;
Acquisition Strategy;
Value Drivers;
Ethical Behavior;
Regulation;
Growth Strategy;
Business Ethics;
Defense;
Procurement;
Sustainability;
Value-based Business Strategy;
Acquisition;
Ethics;
Private Equity;
Financial Strategy;
Growth Management;
performance evaluation;
Business Strategy;
Competitive Strategy;
Horizontal Integration;
Value Creation;
Competitive Advantage;
Aerospace Industry;
Air Transportation Industry;
United States
Esty, Benjamin C., and Daniel Fisher. "TransDigm in 2017: The Beginning of the End or the End of the Beginning?" Harvard Business School Case 720-422, April 2020. (Revised July 2020.)
- March 2020 (Revised July 2020)
- Case
Performance Management at Afreximbank
By: Robert S. Kaplan, Siko Sikochi and Josh Steimle
Based in Cairo, Afreximbank was founded in October 1993 as a specialized continental financial institution designed to address the low level of intra-African trade, the decline in financial flows to Africa, the worsening external debt situation of many African...
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Keywords:
Performance Management;
Balanced Scorecard;
performance Expectations;
performance evaluation;
performance Improvement;
Organizational Culture;
Strategy;
Banking Industry;
Africa;
Egypt
Kaplan, Robert S., Siko Sikochi, and Josh Steimle. "Performance Management at Afreximbank." Harvard Business School Case 120-029, March 2020. (Revised July 2020.)
- Article
Innovation Contests for High-Tech Procurement
By: Jin Hyun Paik, Martin Scholl, Rinat A. Sergeev, Steven Randazzo and Karim R. Lakhani
Innovation managers rarely use crowdsourcing as an innovative instrument despite extensive academic and theoretical research. The lack of tools available to compare and measure crowdsourcing, specifically contests, against traditional methods of procuring goods and...
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Keywords:
Open Innovation;
Contests;
Crowdsourcing;
Nasa;
evaluation;
Acquisition;
Technology;
Innovation And Invention;
performance evaluation;
Framework
Hyun Paik, Jin, Martin Scholl, Rinat A. Sergeev, Steven Randazzo, and Karim R. Lakhani. "Innovation Contests for High-Tech Procurement." Research-Technology Management 63, no. 2 (March–April 2020): 36–45.
- February 2020
- Supplement
Coaching Makena Lane
By: Ethan Bernstein
Video Supplement for "Coaching Makena Lane," product number 418-031. Videos include a collection of ~3 minute animated videos of 5 celebrity coaches answering the same 2 questions participants are asked in the teaching plan: 1. How would you evaluate Makena Lane’s...
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Keywords:
Executive Coaching;
Leadership Style;
performance evaluation;
Personal Development And Career
Bernstein, Ethan. "Coaching Makena Lane." Harvard Business School Multimedia/Video Supplement 420-718, February 2020.
- 2020
- Working Paper
Incentive Effects of Subjective Allocations of Rewards and Penalties
By: Wei Cai, Susanna Gallani and Jee Eun Shin
We examine the incentive effects of subjective adjustments in the allocation of tournament-based financial rewards and penalties based on performance rankings. We use data from a company where the reward and penalty allocations are based on a combination of objective...
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Keywords:
Compensation Interdependence;
Nominal And Opportunity Effects;
Managerial Discretion;
Performance Measurement;
Subjectivity;
Rewards;
Expectancy Theory;
Employees;
Compensation And Benefits;
Management;
Decisions;
performance;
Measurement And Metrics
Cai, Wei, Susanna Gallani, and Jee Eun Shin. "Incentive Effects of Subjective Allocations of Rewards and Penalties." Harvard Business School Working Paper, No. 20-075, January 2020. (Revised February 2021.)
- January 2020
- Case
Governing PG&E
By: Lynn S. Paine and Will Hurwitz
The five commissioners of the California Public Utilities Commission (CPUC) listened intently at a public forum in April 2019 as PG&E Corporation’s out-going chairman Richard Kelly described the company’s proposed new board. PG&E, which provided electricity and natural...
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Keywords:
Bankruptcy;
Board Of Directors;
Board Dynamics;
Business Ethics;
Business Model Innovation;
Corporate Boards;
Energy Efficiency;
Environmental And Social Sustainability;
Government And Business;
Hedge Funds;
Institutional Investors;
Legal Aspects Of Business;
Regulated Monopolies;
Regulation;
Shareholders;
Stakeholder Management;
Strategy And Execution;
Utilities;
Insolvency And Bankruptcy;
Governing And Advisory Boards;
Ethics;
Capital Structure;
Climate Change;
Corporate Accountability;
Corporate Governance;
Environmental Sustainability;
Executive Compensation;
Leadership;
Management;
Safety;
Business And Government Relations;
Energy Industry;
Utilities Industry;
California;
United States
Paine, Lynn S., and Will Hurwitz. "Governing PG&E." Harvard Business School Case 320-024, January 2020.
- January–February 2020
- Article
Give Your Colleague the Rating He Deserves—or the One He Wants?
By: Anthony J. Mayo, Joshua D. Margolis and Amy Gallo
The article presents a case study on business friendship and its possible effect on employee ratings. It mentions a hypothetical case where one member of a team didn't meet his deadlines on the development of a new product, the use of a peer-to-peer employee rating...
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Mayo, Anthony J., Joshua D. Margolis, and Amy Gallo. "Give Your Colleague the Rating He Deserves—or the One He Wants?" Harvard Business Review 98, no. 1 (January–February 2020): 140–144.
- November 9, 2019
- Article
Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial
By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham
Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the Annals... View Details
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the Annals... View Details
Keywords:
Conflicts Of Interest;
Peer Review;
Randomized Controlled Trial;
Scientific Publication;
Conflict Of Interests;
Journals And Magazines;
Science
John, Leslie K., George Loewenstein, Andrew Marder, and Michael Callaham. "Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial." BMJ: British Medical Journal 367, no. 8221 (November 9, 2019).