Publications

November 28, 2017
Editorial

Active Investing v.2.0

By: Gabriel Karageorgiou and George Serafeim

Keywords: Investment; Investing; Technology; Big Data; Quantitative Analysis; ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Analytics and Data Science

Read Now

December 2011
Case

Bergerac Systems: The Challenge of Backward Integration

By: David A. Garvin and Sunru Yong

Bergerac Systems is a small, rapidly growing manufacturer of diagnostic instruments used in veterinary practices. The company introduced the OmniVue chemistry analyzer, which enables veterinarians to run a wide range of blood and blood chemistry tests on their animal... View Details

Keywords: Financial Analysis; Manufacturing Strategy; Strategy; Production; Supply Chain Management; Vertical Integration; Performance Capacity; Financial Strategy; Medical Devices and Supplies Industry

August 2014
Technical Note

Conjoint Analysis: A Do it Yourself Guide

By: Elie Ofek and Olivier Toubia

Conjoint Analysis has become one of the most commonly used quantitative market research methods. It has been successfully employed across a wide variety of industries to quantify consumer preferences for products and services. This technical note is intended to provide... View Details

Keywords: Market Research; Conjoint Analysis; Consumer Preferences; Segmentation; Product Development; Demand Measurement; Demand and Consumers; Analysis; Markets

June 2018
Case

Japan: Deficits, Deflation and Debt

By: Richard H.K. Vietor and Haviland Sheldahl-Thomason

In April 2018, Prime Minister Shinzo Abe was again in Washington to petition Donald Trump. After years of rapid, export-led growth, Japan had slumped into recession in 1991 and never really recovered. For the past 27 years, its economy has grown at 1.1% annually,... View Details

Keywords: Deflation; Debt; Country Analysis; Monetary Expansion; Population Growth; Inflation and Deflation; Borrowing and Debt; Economy; Energy; National Security; Japan

January 2013
Case

Luotang Power: Variances Explained

By: Robert Simons and Craig Chapman

The general manager of Luotang Power, a coal-fired power plant located in central China, reviews annual results before a meeting with the board of directors. He thought the company performed well during the year and both plant availability and fuel economy had improved... View Details

Keywords: China; Financial Statements; Management Accounting; Variance Analysis; Environmental Regulations; Incentives; Electric Power Generation; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; Energy Industry; China

October 2016 (Revised December 2016)
Module Note

Strategy Execution Module 6: Evaluating Strategic Profit Performance

By: Robert Simons

This module reading demonstrates how to calculate and analyze the profit generated by different business strategies. Formulas and examples are provided to calculate profit generated by changes in market share, revenue growth, efficiency improvements, and support costs.... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Evaluating Business Performance; Profitability Analysis; Variance Analysis; Measuring Effectiveness; Measuring Efficiency; Activity-Based Costing; Flexible Budget; Accounting; Strategy

December 2012 (Revised May 2014)
Case

Hotel Ivory

By: Arthur I Segel, Nicolas P. Retsinas and Jonathan Lo

Cheick Sanankoua is an MBA student who believes that he has found the perfect investment property, a small, independently owned hotel, on the Ivory Coast. However, he has had trouble raising money for the investment beyond friends and family. Through contacts in the... View Details

Keywords: Real Estate; Emergent Countries; Investing; Entrepreneurial Finance; Debts; Cash Flow; Quantitative Analysis; Financing; Development Stage Enterprises; Small ＆ Medium-sized Enterprises; Africa; Ivory Coast; Venture Capital; Emerging Markets; Property; Investment; Accommodations Industry; Real Estate Industry; Africa

June 2023
Case

Investing in the Climate Transition at Neuberger Berman

By: George Serafeim and Benjamin Maletta

By mid-2023, Neuberger Berman (NB), an active asset manager, had grown its assets under management to about half a trillion dollars and took pride in its client centricity and innovative spirit. Responding to client demand for investment products that integrated... View Details

October 2016 (Revised February 2019)
Module Note

Strategy Execution Module 5: Building a Profit Plan

By: Robert Simons

This module reading describes how to build a profit plan to reflect the strategy of a business in economic terms. After introducing the profit wheel, cash wheel, and ROE wheel, the module illustrates how to use a profit plan to assess the viability of different... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Profit Planning; Cash Flow Analysis; Asset Utilization; Return On Equity; Business Planning; Testing Strategy; Analyzing Strategic Alternative; Strategy; Asset Management; Cash Flow; Investment Return; Management Systems; Profit

10 Jun 2013
Research & Ideas

How Numbers Talk to People

The problem with big data is that there is, well, so much of it. Analyzing it is like trying to sip from a firehose. Just in time, a new book on the art and science of quantitative analysis arrives this... 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

Find at Harvard

Read Now

December 2009
Case

TruEarth Healthy Foods: Market Research for a New Product Introduction

By: V. Kasturi Rangan and Sunru Yong

Topics covered include: consumer marketing, market research, new product introduction, and quantitative analysis. TruEarth Healthy Foods, a maker of gourmet pastas, sauces, and meals, wants to build on its successful introduction of fresh whole grain pasta by... View Details

Keywords: Market Research; Consumer Marketing; Brands; Food; Marketing Strategy; Consumer Behavior; Forecasting and Prediction; Product Launch; Brands and Branding; Retail Industry; Food and Beverage Industry

May 2013
Teaching Note

Launching Krispy Natural: Cracking the Product Management Code (Brief Case)

By: Frank V. Cespedes and Heather Beckham

This case study concerns a review and interpretation of test market results for a new packaged good product. The purpose of the case is to provide students with practice and guidelines in the analysis of quantitative test market data while illustrating the roles of... View Details

Keywords: Analytics and Data Science; Analysis; Product Marketing

August 2016 (Revised December 2016)
Module Note

Strategy Execution Module 2: Building a Successful Strategy

By: Robert Simons

This module reading describes the basics of building a successful strategy. Topics in this module include a discussion of the distinction between corporate and business strategy; how to conduct a SWOT analysis of market dynamics and internal capabilities; the use of... View Details

Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Business Strategy; Five Forces; Distinctive Capabilities; Emergent Strategy; Mission Statements; Strategy; SWOT Analysis; Competitive Advantage

12 Feb 2008
First Look

First Look: February 12, 2007

the performance of mechanisms intended for human use. Download the paper: http://www.hbs.edu/research/pdf/08-064.pdf PublicationsBusiness Analysis and Valuation: Using Financial Statements. 4th ed. Authors:Paul M. Healy and Krishna G.... View Details

Keywords: Martha Lagace

October 2007 (Revised January 2009)
Background Note

Analyzing Relative Costs

By: Hanna Halaburda and Jan W. Rivkin

Introduces students to the technique of relative cost analysis, a core technique of strategists. Among the intricate quantitative analyses that strategists undertake, relative cost analysis may be the most common. The goal of a relative cost analysis is simply to... View Details

Keywords: Cost; Management Analysis, Tools, and Techniques; Mathematical Methods; Competition; Competitive Advantage

August 1983 (Revised May 2007)
Case

Milford Industries (A)

By: Robert J. Dolan and Benson P. Shapiro

The new district sales manager for a tool company must determine how to get his district "back on track." The case presents various qualitative and quantitative information on the salespeople. Teaching objectives include the specification of the tasks of a district... View Details

Keywords: Managerial Roles; Salesforce Management; Resignation and Termination; Performance Evaluation

2014
Chapter

Remapping the Flow of Funds

By: Juliane Begenau, Monika Piazzesi and Martin Schneider

This article argues that quantitative analysis of credit market positions would benefit tremendously if the additional information about the structure of payment streams were more readily available. Most available data on credit market positions, such as the Flow of... View Details

Keywords: Accounting; Credit

June 2008 (Revised May 2017)
Case

Cook Composites and Polymers Co.

By: Deishin Lee, Michael W. Toffel and Rachel Gordon

This case describes how a company improves resource efficiency and process quality in its manufacturing process by developing a waste by-product into a new product. The case describes how CCP cleans production equipment between batches using styrene, which becomes a... View Details

Keywords: Innovation and Invention; Product Development; Business Processes; Performance Efficiency; Natural Environment; Wastes and Waste Processing; Pollutants; Environmental Sustainability; Chemical Industry; Manufacturing Industry