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Show Results For
- All HBS Web
(7,264)
- People (6)
- News (1,318)
- Research (4,964)
- Events (27)
- Multimedia (38)
- Faculty Publications (3,180)
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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... View Details
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; AI and Machine Learning
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.
- 2025
- Working Paper
Training Within Firms
By: Brayan Diaz, Andrea Neyra-Nazarrett, Julian Ramirez, Raffaella Sadun and Jorge Tamayo
Training investments are essential for improving worker and firm productivity, yet their
implementation is often hindered by low participation rates and insufficient worker engagement.
This study uses data from three firms–a car manufacturer, a quick-service... View Details
Keywords: Productivity; Absenteeism; Middle Managers; Training; Management Practices and Processes; Performance Productivity; Employees
Diaz, Brayan, Andrea Neyra-Nazarrett, Julian Ramirez, Raffaella Sadun, and Jorge Tamayo. "Training Within Firms." Harvard Business School Working Paper, No. 25-045, April 2025.
- 06 Jan 2011
- What Do You Think?
How Should Management Deal With “Anonymous”?
individuals using the tools?" Rather the problem for many of you is management itself, ranging from lack of transparency (Shantha Yahanpath. Bruce Watson) to a failure to support "whistle blowing" (Ratnaja Gogula), as well... View Details
Keywords: by James L. Heskett
- 03 Feb 2014
- Research & Ideas
The Tricky Business of Managing Web Advertising Affiliates
approach is more effective at keeping rogue affiliates out of a program. That's because the internal employee who selects and manages affiliates, and is paid a base salary, has different motivations than an... View Details
- Teaching Interest
Transforming Customer Experiences - Executive Education
By: Ryan W. Buell
In today's fast-growing service sector, a new set of frameworks are required to build a robust and competitive service business. Transforming Customer Experiences draws upon the latest research and insights to equip senior managers with a new toolkit for leading... View Details
- 25 Nov 2013
- Research & Ideas
Hiding From Managers Can Increase Your Productivity
Companies all over the world have striven for transparency in the workplace, literally tearing down walls in an effort to let managers and employees observe each other. Take, for example, one of the 14 key... View Details
- March 2013
- Article
Breaking Them in or Eliciting Their Best? Reframing Socialization around Newcomers' Authentic Self-expression
By: Daniel M. Cable, Francesca Gino and Brad Staats
Socialization theory has focused on enculturating new employees such that they develop pride in their new organization and internalize its values. Drawing on authenticity research, we propose that the initial stage of socialization leads to more effective employment... View Details
Keywords: Socialization; Authenticity; Self-Expression; Best Self; Outsourcing; Employee Retention; Organizational Culture; Retention; Identity; Customer Satisfaction
Cable, Daniel M., Francesca Gino, and Brad Staats. "Breaking Them in or Eliciting Their Best? Reframing Socialization around Newcomers' Authentic Self-expression." Administrative Science Quarterly 58, no. 1 (March 2013): 1–36.
- October 2014
- Supplement
Quiet Logistics (B)
By: Robert Simons and Natalie Kindred
This two-part case focuses on how to identify and manage strategic uncertainties in an innovative, entrepreneurial start-up company. In the (A) case, students learn about Quiet Logistics, an e-commerce fulfillment company working with high-end apparel retailers such as... View Details
Keywords: Strategy Execution; Strategic Uncertainties; Managing Growth; Disruptive Change; Robotics; Disruptive Technologies; Managing Start-ups; Management Control Systems; Performance Measurement; Business Growth and Maturation; Disruption; Entrepreneurship; Disruptive Innovation; Crisis Management; Risk Management; Organizational Change and Adaptation; Business Strategy; Competitive Strategy; E-commerce; Distribution Industry; Technology Industry; United States
Simons, Robert, and Natalie Kindred. "Quiet Logistics (B)." Harvard Business School Supplement 115-003, October 2014.
- June 2018
- Case
Candor at Clever
By: Ethan Bernstein and Om Lala
Clever, a high-growth EdTech company based in San Francisco, had grown quickly in market share and headcount. As with many high-growth companies, however, early employees (many of whom had never managed people before) had been given the opportunity to manage teams, and... View Details
Keywords: Performance Feedback; Talent Development And Retention; Talent Management; Feedback; Difficult Conversations; Radical Candor; Scaling Start-ups; Scaling And Growth; Developing Effective Managers; Effective Managers; First-time Managers; Kim Scott; Clever; Bay Area; Silicon Valley; Interpersonal Communication; Talent and Talent Management; Human Resources; Leadership Development; Management Practices and Processes; Management Skills; Management Style; Organizations; Organizational Culture; Performance Evaluation; Conflict and Resolution; Technology Industry; Education Industry; San Francisco; United States
Bernstein, Ethan, and Om Lala. "Candor at Clever." Harvard Business School Case 418-087, June 2018.
- 2008
- Working Paper
An Investigation of Earnings Management through Marketing Actions
By: Craig James Chapman and Thomas J. Steenburgh
Prior research hypothesizes managers use "real actions," including the reduction of discretionary expenditures, to manage earnings to meet or beat key benchmarks. This paper examines this hypothesis by testing how different types of marketing expenditures are used... View Details
Keywords: Performance Expectations; Earnings Management; Marketing Strategy; Financial Reporting; Brands and Branding; Food and Beverage Industry
Chapman, Craig James, and Thomas J. Steenburgh. "An Investigation of Earnings Management through Marketing Actions." Harvard Business School Working Paper, No. 08-073, February 2008. (Revised February 2009, December 2009, June 2010, July 2010.)
- 2020
- Working Paper
Machine Learning for Pattern Discovery in Management Research
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used as an observation for further inductive or abductive research, but should not be treated as the result of a... View Details
Keywords: Machine Learning; Theory Building; Induction; Decision Trees; Random Forests; K-nearest Neighbors; Neural Network; P-hacking; Analytics and Data Science; Analysis
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Harvard Business School Working Paper, No. 19-032, September 2018. (Revised June 2020.)
- October 2013 (Revised October 2013)
- Supplement
Henkel's CEO Kasper Rorsted: On Building a Winning Culture
By: Robert L. Simons
Keywords: Performance Measurement; Performance Appraisals; Human Resource Management; Work/life Balance; Strategy Execution; Values; Organizational Transformations; Pay For Performance; Organizational Change and Adaptation; Values and Beliefs; Work-Life Balance; Organizational Culture; Performance Evaluation; Compensation and Benefits
Simons, Robert L. "Henkel's CEO Kasper Rorsted: On Building a Winning Culture." Harvard Business School Video Supplement 114-703, October 2013. (Revised October 2013.)
- July 2017 (Revised September 2017)
- Case
GM's Capital Allocation Framework
By: C. Fritz Foley, F. Katelynn Boland and Michael Lemm
In March of 2015, General Motors announced the details of a newly established capital allocation framework. This framework provided a target for return on invested capital, guidelines for capital structure choices, and policies related to payouts. Senior managers face... View Details
Keywords: Performance Metrics; Capital Budgeting; Capital Structure; Performance Evaluation; Measurement and Metrics; Auto Industry; Transportation Industry; United States
Foley, C. Fritz, F. Katelynn Boland, and Michael Lemm. "GM's Capital Allocation Framework." Harvard Business School Case 218-026, July 2017. (Revised September 2017.)
- July 2008
- Case
Hilton Hotels: Brand Differentiation through Customer Relationship Management
By: Lynda M. Applegate, Gabriele Piccoli and Chekitan Dev
This case analyzes the Hilton Hotels Corporation's CRM strategy at a key juncture in its history, immediately after the firm has been taken private by Blackstone. The case provides students with a comprehensive history of the evolution and IT enablers of Hilton's CRM... View Details
Keywords: Customer Relationship Management; Marketing Strategy; Privatization; Performance Evaluation; Information Technology; Accommodations Industry
Applegate, Lynda M., Gabriele Piccoli, and Chekitan Dev. "Hilton Hotels: Brand Differentiation through Customer Relationship Management." Harvard Business School Case 809-029, July 2008.
- August 1988 (Revised September 1988)
- Case
Productivity and Performance Systems: A Comparative Analysis of Northern Telecom and United Parcel Service
Explores the issue of measuring and improving service quality and productivity by examining the radically different approaches of Northern Telecom and United Parcel Service. View Details
Keywords: Management Practices and Processes; Performance Productivity; Performance Improvement; Performance Evaluation; Service Industry; United States
Hart, Christopher. "Productivity and Performance Systems: A Comparative Analysis of Northern Telecom and United Parcel Service." Harvard Business School Case 689-022, August 1988. (Revised September 1988.)
- 06 Oct 2020
- Sharpening Your Skills
18 Tips Managers Can Use to Lead Through COVID's Rising Waters
Cash. The most obvious commercial C of the 7 Cs is Cash. Whatever you can do to conserve cash is going to be critical, because that’s what’s going to determine whether your employees are going to be paid next week. To learn more, read 7... View Details
Keywords: by Sean Silverthorne
- 14 Aug 2006
- HBS Case
On Managing with Bobby Knight and “Coach K”
experiences as managers when a stern approach helped set an employee on a more productive course. Soon, many students are rethinking their position. "The ones that say they couldn't imagine learning... View Details
- October 2014 (Revised June 2015)
- Case
Quiet Logistics (A)
By: Robert Simons and Natalie Kindred
This two-part case focuses on how to identify and manage strategic uncertainties in an innovative, entrepreneurial start-up company. In the (A) case, students learn about Quiet Logistics, an e-commerce fulfillment company working with high-end apparel retailers such as... View Details
Keywords: Strategy Execution; Strategic Uncertainty; Disruptive Change; Managing Growth; Robotics; Disruptive Technology; Managing Start-ups; Management Control Systems; Performance Measurement; Business Growth and Maturation; Disruption; Entrepreneurship; Disruptive Innovation; Crisis Management; Risk Management; Organizational Change and Adaptation; Business Strategy; Competitive Strategy; E-commerce; Distribution Industry; Technology Industry; United States
Simons, Robert, and Natalie Kindred. "Quiet Logistics (A)." Harvard Business School Case 115-001, October 2014. (Revised June 2015.)
- May 2008
- Case
Thomas Green: Power, Office Politics and a Career in Crisis
By: W. Earl Sasser Jr. and Heather Beckham
The case describes the dilemma of a marketing manager, Thomas Green, who, after being rapidly promoted, is harshly criticized by his boss, Frank Davis. Green and Davis disagree on work styles and market projections. Green believes the sales goals set by Davis are based... View Details
Keywords: Superior ＆ Subordinate; Performance Management; Personal Strategy ＆ Style; Management Style; Conflict Management; Communication; Rank and Position; Personal Characteristics; Power and Influence
Sasser, W. Earl, Jr., and Heather Beckham. "Thomas Green: Power, Office Politics and a Career in Crisis." Harvard Business School Brief Case 082-095, May 2008.
- March 1996
- Article
Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance
By: Stuart L. Hart and Gautam Ahuja
Evidence can be marshalled to support either the view that pollution abatement is a cost burden on firms and is detrimental to competitiveness, or that reducing emissions increases efficiency and saves money, giving firms a cost advantage. In an effort to resolve this... View Details
Keywords: Competitive Advantage; Performance Efficiency; Environmental Sustainability; Business Strategy
Hart, Stuart L., and Gautam Ahuja. "Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance." Business Strategy and the Environment 5, no. 1 (March 1996): 30–37.