Publications

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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

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Research Summary

Working Papers

By: Dennis A. Yao

Lewis, Tracy R. and Dennis A. Yao. (2001, revised 2006). "Innovation, Knowledge Flow, and Worker... View Details

March 2016
Supplement

Trouble at Tessei

By: Ethan Bernstein and Ryan W. Buell

In 2005, Teruo Yabe is asked to revive Tessei, the 669-person JR-East subsidiary responsible for cleaning its Shinkansen ("bullet") trains. Operational mistakes, customer complaints, safety issues, and employee turnover are at or near all-time highs, even as the... View Details

Keywords: Service Management; Employee Engagement; Employee Motivation; Leadership And Managing People; Quality Improvement; Efficiency; Japan; Operational Transparency; Employee Coordination; Transparency; Leadership; Service Delivery; Service Operations; Employees; Quality; Transportation Industry; Japan

September 2011
Article

What Drives Sell-Side Analyst Compensation at High-Status Investment Banks?

By: Boris Groysberg, Paul M. Healy and David A. Maber

We use proprietary data from a major investment bank to investigate factors associated with analysts' annual compensation. We find compensation to be positively related to "All-Star" recognition, investment-banking contributions, the size of analysts' portfolios, and... View Details

Keywords: Investment Banking; Research; Compensation and Benefits; Investment Portfolio; Forecasting and Prediction; Resource Allocation; Status and Position; Business Earnings; Quality; Revenue; Stocks; Voting

27 Feb 2018
First Look

First Look at New Research and Ideas, February 27, 2018

Review Firm Turnover and the Return of Racial Establishment Segregation By: Ferguson, John-Paul, and Rembrand Koning Abstract—Racial segregation between American workplaces is greater today than it was a generation ago. This increase has... View Details

Keywords: Sean Silverthorne

April 2021 (Revised April 2021)
Teaching Plan

Nehemiah Mfg. Co.: Providing a Second Chance

By: Brian Trelstad and John Masko

Teaching Plan for HBS Case No. 320-008. In 2009, Dan Meyer and Richard Palmer, two veterans of the fast-moving consumer goods (FMCG) industry, founded Nehemiah Manufacturing to build FMCG brands while providing jobs to Cincinnati, Ohio’s beleaguered urban core. Two... View Details

Keywords: Social Entrepreneurship; Retention; Selection and Staffing; Employment; Human Capital; Growth Management; Brands and Branding; Social Marketing; Mission and Purpose; Prejudice and Bias; City; Urban Scope; Consumer Products Industry; Manufacturing Industry; Ohio; United States

June 2004
Article

Market Liquidity as a Sentiment Indicator

By: Malcolm Baker and Jeremy Stein

We build a model that helps to explain why increases in liquidity-such as lower bid-ask spreads, a lower price impact of trade, or higher turnover-predict lower subsequent returns in both firm-level and aggregate data. The model features a class of irrational... View Details

Keywords: Markets; Financial Liquidity; Price; Trade; Sales; Equity; Information; Management Analysis, Tools, and Techniques; Accounting Industry

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27 Jan 2010
Working Paper Summaries

Labor Regulations and European Private Equity

Keywords: by Ant Bozkaya & William R. Kerr

Research Summary

Firm and aggregate volatility

US publicly traded companies have become more volatile over the postwar period. This trend has been the result of increased competition in product markets through deregulation, through more intensive innovation activity, and through easier access to capital markets.... View Details

08 Feb 2007
Working Paper Summaries

Managing Know-How

Keywords: by Deishin Lee & Eric Van den Steen

March 2023
Teaching Note

Hikma Pharmaceuticals Governance Journey

By: Suraj Srinivasan and Jonah Goldberg

Teaching Note for HBS Case No. 318108. The case opens with Said Darwazah, chairman and CEO of Hikma Pharmaceuticals, the multinational generics company, anticipating the company’s 2017 AGM and reflecting on changes made over the previous year to address concerns... View Details

Keywords: Jordan; Emerging Market; Private Sector; For-profit Firms; Boards Of Directors; Pharmaceuticals; Remuneration; Shareholder Engagement; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations; Executive Compensation; Business Growth and Maturation; Pharmaceutical Industry; Jordan

28 Apr 2015
First Look

First Look: April 28

Publications April 2015 HarperBusiness Strategy Rules: Five Timeless Lessons from Bill Gates, Andy Grove, and Steve Jobs By: Yoffie, David B., and Michael A. Cusumano Abstract—The authors of the bestselling Competing on Internet Time (a Business Week top 10 book)... View Details

Keywords: Sean Silverthorne

February 2018 (Revised October 2024)
Case

Hikma Pharmaceuticals Governance Journey

By: Lynn Paine, Suraj Srinivasan and Gamze Yucaoglu

The case opens with Said Darwazah, chairman and CEO of Hikma Pharmaceuticals, the multinational generics company, anticipating the company’s 2017 AGM and reflecting on changes made over the previous year to address concerns expressed by proxy advisors and some... View Details

Keywords: Boards Of Directors; Pharmaceuticals; Remuneration; Shareholder Engagement; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations; Executive Compensation; Business Growth and Maturation; Emerging Markets; Private Sector; For-Profit Firms; Pharmaceutical Industry; Jordan

Educators

January 2009
Supplement

KPMG (B): Risk and Reform

By: Robert G. Eccles and Eliot Sherman

Under the leadership of Tim Flynn, Chairman and CEO of KPMG, the firm made a number of changes in compensation, governance, and culture in order to address the underlying reasons for actions that occurred prior to him becoming CEO that led to the accounting giant... View Details

Keywords: Communication Strategy; Ethics; Corporate Governance; Governance Compliance; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Compensation and Benefits; Employee Relationship Management; Organizational Change and Adaptation

23 Jan 2024
Research & Ideas

How to Keep Employees Productive: Support Caregivers

report guides organizations in supporting work-life balance for caregivers. Fuller finds that there are strong incentives to support these employees with benefits; payoffs include lower turnover and less absenteeism. Instead of urging... View Details

Keywords: by Kara Baskin

April 2015
Case

Accor: Designing an Asset-Right Business and Disclosure Strategy

By: Mozaffar Khan and George Serafeim

Sebastien Bazin was now in charge of Accor, the world's largest French hotelier, a CAC 40 company with 3,600 hotels in 92 countries and a market cap of €10 billion. Previously as the European head of Colony Capital, one of the largest private equity groups and the... View Details

Educators

April 2009
Case

Invest Early: Early Childhood Development in a Rural Community

By: Stacey M. Childress and Geoff Eckman Marietta

Invest Early was an early childhood development partnership in rural northern Minnesota between 14 different organizations, which worked together through an advisory board, governing board, and leadership team in order to deliver coordinated early childhood services to... View Details

Keywords: Early Childhood Education; Rural Scope; Management Teams; Managerial Roles; Organizational Change and Adaptation; Business and Community Relations; Partners and Partnerships; Social and Collaborative Networks