Performance Analysis - Publications - Faculty & Research - Harvard Business School

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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

March 2015
Article

Business Model Evaluation: Quantifying Walmart's Sources of Advantage

By: Humberto Brea-Solís, Ramon Casadesus-Masanell and Emili Grifell-Tatjé

We develop an analytical framework on the basis of the economics of business performance to provide quantitative insight into the link between a firm's business model choices and its profit consequences. The method is applied to Walmart by building a qualitative... View Details

Keywords: Business Models; Quantitative Analysis; Walmart; Production Theory; Business Model; Competitive Advantage; Profit

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November 1987 (Revised April 2017)
Teaching Note

Polysar Limited

By: Robert Simons

Teaching Note for (9-187-098). View Details

Keywords: Management Control Systems; Strategy And Execution; Performance Measurement; Variance Analysis; Profit Management; Canada

September 2008
Case

Harrington Collection: Sizing Up the Active-Wear Market

By: Richard S. Tedlow and Heather Beckham

In the wake of slumping sales and sagging profit margins, a leading manufacturer and retailer of high-end women's apparel, Harrington Collection, must evaluate an opportunity to expand into the high-growth active-wear market. Sara Huey, Vice President of Strategic... View Details

Keywords: Breakeven Analysis; Product Introduction; Expansion; Consumer Behavior; Supply and Industry; Product Launch; Apparel and Accessories Industry

April 2011
Case

Porcini's Pronto: "Great Italian cuisine without the wait!"

By: James L. Heskett and Richard Luecke

Porcini's Inc. operates a chain of 23 full-service restaurants located near shopping malls and downtown areas in the northeastern United States. Known for providing excellent service, Porcini's serves high-quality Italian cuisine made from fresh ingredients. Looking... View Details

September 2011
Article

On Testing Business Models

By: D. Huelsbeck, K. Merchant and Tatiana Sandino

This study explored management decisions regarding formal empirical testing of business models. It documented a test of one company's business model under seemingly favorable conditions for such a test – a successful single product firm following a consistent strategy... View Details

Keywords: Performance Measurement; Non-financial Performance Measures; Business Models; Management Control; Decisions; Business Model; Performance Evaluation

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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

September 2019 (Revised January 2021)
Case

Vispera: Visual Intelligence for Retail

By: Yael Grushka-Cockayne and Gamze Yucaoglu

The case opens in 2019 as Aytul Ercil, co-founder and CEO of Vispera, computer vision technology provider for retail, is contemplating the company’s agenda trying to decide how to prioritize the impeding options. The case chronicles the founding of Vispera, the... View Details

Keywords: Computer Vision Technology; Visual Analysis; Retail; Information Technology; Business Model; Operations; Performance Efficiency; Competitive Strategy; Decision Choices and Conditions; Global Strategy; Technology Industry; Retail Industry; Turkey

January 2013
Case

Brannigan Foods: Strategic Marketing Planning

By: John A. Quelch and James T. Kindley

The soup division at Brannigan Foods contributes over 40% of the firm's revenue. The general manager is concerned that the soup industry is declining and that the soup division shows declining profits and market share, especially among the important baby boomer... View Details

Keywords: United States; Consumer Marketing; Acquisitions; Forecasting; Quantitative Analysis; Risk Management; Decision Making; Budgeting; Supermarkets; Strategic Planning; Demand and Consumers; Marketing Strategy; Food; Resource Allocation; Acquisition; Product Development; Retail Industry; Food and Beverage Industry

Article

DEA Model with Shared Resources and Efficiency Decomposition

By: Yao Chen, Juan Du, H. David Sherman and Joe Zhu

Data envelopment analysis (DEA) has proved to be an excellent approach for measuring performance of decision making units (DMUs) that use multiple inputs to generate multiple outputs. In many real world scenarios, DMUs have a two-stage network process with shared input... View Details

Keywords: Data Envelopment Analysis (DEA); Efficiency; Intermediate Measure; Performance Efficiency

Article

Evaluating and Managing Tramp Shipping Lines Performances: A New Methodology Combining Balanced Scorecard and Network DEA

By: Ying-Chen Hsu, Cheng-Chi Chung, Hsuan-Shih Lee and H. David Sherman

The shipping industry is essential for the economic development of nations like Taiwan as a means delivering and receiving cargo. Shipping has been depressed since 2008 as a result of the financial crisis increasing pressure for the shipping lines to operate more... View Details

Keywords: Network Data Envelopment Analysis; Shipping Line; Centralized Approach; Cross-efficiency; Balanced Scorecard; Performance Evaluation

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December 2022 (Revised January 2025)
Case

Akooda: Charging Toward Operational Intelligence

By: Christopher Stanton and Mel Martin

The Akooda case describes the challenges confronting founder and CEO Yuval Gonczarowski (MBA ‘17) in 2022 as he attempts to boost sales. Launched in November 2020, Akooda was an AI company that mined 20 different sources of digital data, from tools like Slack, Google... View Details

Keywords: Data Mining; Productivity; Monitoring; Data Analysis; AI and Machine Learning; Knowledge Management; Operations; Problems and Challenges; Employee Relationship Management; Information Technology Industry; Technology Industry; Information Industry; Boston; Israel

2011
Chapter

Health Care Applications: From Hospitals to Physicians, from Productive Efficiency to Quality Frontiers

By: Jon Chilingerian and H. David Sherman

This chapter focuses on health-care applications of DEA. The paper begins with a brief history of health applications and discusses some of the models and the motivation behind the applications. Using DEA to develop quality frontiers in health services is offered as a... View Details

Keywords: Data Envelopment Analysis; Physicians; Hospitals; HMOs; Frontier Analysis; Efficiency; Health Care and Treatment; Performance; Quality

November 2012
Exercise

Coca-Cola: Residual Income Valuation Exercise

By: Suraj Srinivasan

The exercise illustrates the use of the residual income (also known as the abnormal earnings) valuation approach. Students are asked to provide a valuation of Coca-Cola Company using the residual income valuation methodology and understand how it maps into the... View Details

Keywords: Business Analysis; Valuation; Residual Income Valuation; Accounting; Financial Accounting; Financial Analysis; Financial Statement Analysis; Financial Statements; Discounted Cash Flows

July 2018 (Revised June 2020)
Case

The Boston Cranberry Company

By: Alan MacCormack

This case describes the operations of a fictitious company that processes Cranberries. The case contains data that allows students to calculate the bottleneck stage in production, and to evaluate alternative investment options for increasing cranberry processing... View Details

Keywords: Process Analysis; Plant Management; Operations; Production; Management; Analysis; Performance Capacity; Investment

September 2013 (Revised April 2014)
Case

Trader Joe's

By: David L. Ager and Michael A. Roberto

Based on a variety of metrics, Trader Joe's ranked as one of the most successful grocers in the United States in 2013. Experts estimated that the company had the highest sales per square foot of any major grocery chain, even significantly higher than top performer... View Details

Keywords: Core Competencies; Growth Strategy; Strategic Positioning; Industry Analysis; Competitive Strategy; Competitive Advantage; Organizational Culture; Growth and Development Strategy; Retail Industry; Food and Beverage Industry; United States

July 2011
Article

Unexploited Efficiencies in Higher Education

By: Henry C. Eyring

In "Unexploited Efficiencies in Higher Education," Henry C. Eyring argues that one way that the U.S. can compete globally in college attainment is to decrease cost-per-graduate. He explains how many stakeholders in higher education stand to benefit from unexploited... View Details

Keywords: Performance Measurement; Innovation; Control Systems; Education; Performance Evaluation; Innovation and Invention; Education Industry; United States

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March 2018 (Revised March 2018)
Supplement

Sandlands Vineyards

By: Benjamin C. Esty and Greg Saldutte

Approximately 80% of the wineries in the US breakeven or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details

February 2021
Tutorial

Getting Started in RStudio Cloud

By: Chiara Farronato and Caleb Kwon

This video provides an introduction to the free programming language R using an online cloud version of RStudio, which is the most popular editor and interface for writing and executing R code. The video begins by providing a brief background of R and RStudio and... View Details

Keywords: Data Analysis; Data Analytics; Experiment; Experimental Design; Analytics and Data Science; Analysis; Applications and Software

June 2017
Teaching Note

Project Sun Devil and Project Paris

By: Nori Gerardo Lietz and Alexander W. Schultz

Tony Lee is preparing to present a project to the investment committee of Howard Street Capital. He will be recommending an investment in Project Sun Devil, a high-quality 225-unit student housing rental property near Tempe, Arizona. Tony Lee will compete for capital... View Details

Keywords: General Management; Financial Analysis; Return On Assets; Accounting; Performance Measurement; Financial Ratios; Return On Equity; Financial Statements; Profitability Analysis; Portfolio Investment; Portfolio Management; Real Estate; Property; Investment Portfolio; Investment Return; Analysis; Real Estate Industry; United States

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