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September 2017 (Revised March 2023)
Background Note

Production Processes

By: Willy Shih and Michael W. Toffel

This note describes four broad categories of process architectures and then examines the nature of task assignment that typically would be found in a factory organized along the lines of each process type. It then delves more deeply into work flow policies, materials... View Details

Keywords: Production Management; Production Planning; Production Scheduling; Process Analysis; Process Maps; Processing Times; Process Improvement; Production; Management; Product; Consumer Products Industry; Manufacturing Industry

April 2020 (Revised August 2021)
Case

Singapore: 'Facing Challenges Together'

By: Richard H.K. Vietor

Since its expulsion from Malaysia in 1965, Singapore had transformed itself from a third world island nation into a vibrant city-state with one of the highest levels of GDP per capita in the world. However, sluggish demand among Singapore's major trade partners began... View Details

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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June 5, 2015
Article

How Banking Analysts' Biases Benefit Everyone Except Investors

By: George Serafeim, Joanne Horton and Shan Wu

Keywords: Banking; Sell-side Analysts; Financial Analysis; Financial Analysts; Career Management; Career Advancement; Labor Market; Prejudice and Bias; Investment Banking; Personal Development and Career

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April 22, 2015
Editorial

One Way To Help Greece Recover: Help Greek Companies Obtain Financing

By: George Serafeim

Keywords: Europe; European Union; Eurozone; Politics; Government; Government And Business; Competitiveness; Country Analysis; Country Strategy; Finance; Competition; Financing and Loans; Financial Crisis; Business and Government Relations; European Union; Greece

May 2015 (Revised December 2016)
Supplement

Generating Higher Value at IBM (B)

By: Benjamin C. Esty and E. Scott Mayfield

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Value Creation; Financial Statements; Corporate Finance; Computer Industry

June 2015 (Revised September 2017)
Supplement

Generating Higher Value at IBM

By: Benjamin C. Esty and Scott Mayfield

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

14 Jun 2023
Research & Ideas

Four Steps to Building the Psychological Safety That High-Performing Teams Need

offered new insight into how best to create psychologically safe workplaces, detailed in a new analysis by Edmondson and Harvard doctoral researcher Derrick P. Bransby that distills insights from 185 research papers. Psychological safety... View Details

Keywords: by Kara Baskin

May 2015 (Revised September 2017)
Case

Generating Higher Value at IBM (A)

By: Benjamin C. Esty and E. Scott Mayfield

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

March 2018
Teaching Note

Sandlands Vineyards

By: Benjamin C. Esty and Greg Saldutte

Teaching Note for HBS No.718-438. View Details

05 Feb 2024
Research & Ideas

The Middle Manager of the Future: More Coaching, Less Commanding

to connect groups with disparate skills—like engineering, sales, and market analysis—at key points in a project. Extensive analysis of job postings Zhang bases his conclusions on a unique linguistic analysis... View Details

Keywords: by Ben Rand

November 2017
Teaching Note

Generating Higher Value at IBM (A) and (B)

By: Benjamin C. Esty and E. Scott Mayfield

Teaching Note for HBS Nos. 215-058 and 215-059. View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

May 2017 (Revised January 2019)
Teaching Note

Angie's List: Ratings Pioneer Turns 20

By: Ayelet Israeli and Robert J. Dolan

Teaching Note for HBS No. 517-016. View Details

Keywords: Ratings; Marketing; Conjoint Analysis; Market Research; Pricing Strategy; Product Line Management; Two Sided Markets; Freemium; Ecommerce; E-commerce

19 Dec 2023
Research & Ideas

$15 Billion in Five Years: What Data Tells Us About MacKenzie Scott’s Philanthropy

analysis was tax filings made with the US Internal Revenue Service, which is the most comprehensive and reliable source of nonprofit financial information. Our financial data reflects the year prior to the one in which the Scott grant was... View Details

Keywords: by Matthew Lee, Brian Trelstad, and Ethan Tran

August 2019
Article

When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

By: Yicheng Song, Nachiketa Sahoo and Elie Ofek

Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details

Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods

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July 2012 (Revised November 2012)
Case

Dragonfly Corporation

By: Howard H. Stevenson and Jim Sharpe

After 3 years of losses and under legal threats from their landlord, a husband and wife team are faced with shutting the company down, buying time with the landlord or turning to their parents for additional funds. Despite opening a new location and seeing that sales... View Details

Keywords: Entrepreneurs; Entrepreneurial Management; Turnarounds; Bankruptcy; Bank Loan; Crisis Management; Family Business; Retail Trade; Financial Crisis; Financial Analysis; Entrepreneurship; Insolvency and Bankruptcy; Retail Industry; United States

Research Summary

Overview

By: Michael W. Toffel

My research examines how companies manage environmental issues, occupational safety, and working conditions in global supply chains. More recently, I have also begun researching the drivers and implications of CEO activism, where organizational leaders speak out on... View Details

June 2013
Teaching Note

Eric Weston (TN)

By: Jim Sharpe and Noah Fisher

This is the Teaching Note Associated with case #813045 (Eric Weston). View Details

Keywords: Acquisitions; Bankruptcy; Financing; Turnarounds; Liquidation; Negotiation; Entrepreneurial Management; Crisis Management; Entrepreneurs; Bank Loan; Career Planning; Financial Analysis; Insolvency and Bankruptcy; Entrepreneurship; Acquisition; Retail Industry; United States

November 2012 (Revised September 2013)
Case

Learning Resources: A Hands-On Toy Company Deals with New Challenges and Opportunities

By: Boris Groysberg and Anahita Hashemi

Learning Resources is a family-owned educational toy company that, by late 2011, was facing a myriad of challenges, including increased competition, entry into new markets, new distribution methods, rising costs of production in China, and changing customer behavior.... View Details

Keywords: Leading Teams; Strategy Formulation; Strategy And Execution; Innovation; Corporate Culture; Industry Analysis; Organizational Alignment; Entrepreneurs; Sales Channels; Leadership; Strategy; Change Management; Innovation Leadership; Family Business; Entrepreneurship; Product Design; Sales; Retail Industry; United States

July 2012 (Revised April 2013)
Case

Eric Weston

Facing bankruptcy or keeping the doors open, Eric Weston assesses his continued survival in the retail garden supply business he has owned for seven years. View Details

Keywords: Acquisitions; Bankruptcy; Financing; Turnarounds; Liquidation; Negotiation; Entrepreneurial Management; Crisis Management; Entrepreneurs; Bank Loan; Career Planning; Financial Analysis; Insolvency and Bankruptcy; Entrepreneurship; Acquisition; Retail Industry; United States

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