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

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May 2011
Case

Baria Planning Solutions, Inc.: Fixing the Sales Process

By: Steven C. Wheelwright and William Schmidt

Baria Planning Solutions (BPS) is a consulting firm that specializes in using spend analysis to help companies identify savings through reduced procurement costs and improved supplier performance. Management is concerned about the disappointing performance of the sales... View Details

Keywords: Quantitative Analysis; Technology; Operations Management; Product Lines; Manufacturing; Capacity Planning; Production Planning; Production; Management Practices and Processes; Service Operations; Supply Chain Management; Salesforce Management; Planning; Consulting Industry; North and Central America

February 2013
Case

Diamond Foods, Inc.

By: Suraj Srinivasan and Tim Gray

The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'... View Details

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

October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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November 10, 2020
Article

Value-Based Health Care in Four Different Health Care Systems

By: Mjåset Christer, Umar Ikram, Navraj S. Nagra and Thomas W. Feeley

Health care systems across the world have increasingly embraced a value-based health care (VBHC) agenda. They do so for different reasons, using different foundations, and variations on the tools and tactics to effect their strategic goals. The role of governments,... View Details

Keywords: Value-based Health Care; Comparative Analysis; Health Care and Treatment; Value; Global Range; Performance Improvement

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September 2013
Teaching Note

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: Comparative Advantage; 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

November 2016 (Revised March 2018)
Module Note

Strategy Execution Module 9: Building a Balanced Scorecard

By: Robert Simons

This module reading explains how to construct a strategy map and build a balanced scorecard. Using an internal value chain model, the module illustrates how a balanced scorecard can support and enable customer management, innovation, operations, and post-sale service... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Performance Measurement; Strategy Map; Business Goals; Customer Measures; Strategy; Balanced Scorecard; Business Model

Spring 2014
Article

The Market for Blood

By: Robert Slonim, Carmen Wang and Ellen Garbarino

Donating blood, "the gift of life," is among the noblest activities and it is performed worldwide nearly 100 million times annually. The economic perspective presented here shows how the gift of life, albeit noble and often motivated by altruism, is heavily influenced... View Details

Keywords: Altruism; Philanthropy; Analysis Of Health Care Markets; Market Design; Philanthropy and Charitable Giving; Health

June 2020
Article

How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

By: Maria Ibanez and Michael W. Toffel

Accuracy and consistency are critical for inspections to be an effective, fair, and useful tool for assessing risks, quality, and suppliers—and for making decisions based on those assessments. We examine how inspector schedules could introduce bias that erodes... View Details

Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Governing Rules, Regulations, and Reforms

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Article

Creating Firm Disclosures

By: Amir Amel-Zadeh, Alexandra Scherf and Eugene F. Soltes

Managers expend significant time and effort preparing disclosures about firm performance and strategy. Although prior literature has explored how variation in the style and presentation of disclosures impacts investors' perceptions of firms, little is known about how... View Details

Keywords: Disclosure; Earnings Conference Call; Field Study; MD＆A; Textual Analysis; Corporate Disclosure

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April 2010
Teaching Note

Groupe Ariel S.A.: Parity Conditions and Cross-Border Valuation (Brief Case)

By: Timothy A. Luehrman and James Quinn

Teaching Note for 4194 View Details

Keywords: Exchange Rates; Securities Analysis; Project Evaluation; Debt Securities; Analysis; Currency Exchange Rate; Performance Evaluation; Projects; Capital Budgeting

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

March 2013
Case

NovaStar Financial: A Short Seller's Battle

By: Suraj Srinivasan and Amy Kaser

The NovaStar case describes the challenges faced by short seller Marc Cohodes of hedge fund Rocker Partners as he tried to expose what he thought was widespread fraud in mortgage lender NovaStar Financial. The case is set in the time period from 2001 to 2007 and tracks... View Details

Article

Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström

Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details

Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science

June 2022
Case

Business Implications from Regulating Carbon Emissions in the EU

By: George Serafeim and Benjamin Maletta

In the beginning of the 21st century, the European Union (the EU) had led the global fight against climate change with a wide array of policy measures. The EU’s primary approach to climate policy had been taxation via the European Union Emissions Trading System (EU... View Details

Keywords: Regulation; Carbon Emissions; Trade; Sustainability; Decarbonization; Performance; Climate Change; Analysis; Strategy; Taxation; Policy; Environmental Regulation; Industry Structures; European Union

November 2016 (Revised April 2018)
Case

Darby's Investment in Sirma: Professionalizing an Entrepreneurial Firm

By: Suraj Srinivasan and Eren Kuzucu

In March 2010, Burak Dalgın (HBS MBA 2004) led private equity firm Darby's investment in Sırma, a local Turkish water and beverage company. Sırma was owned and managed by members of two Turkish business families. The existing management, while being highly... View Details

Keywords: Control Systems; Variance Analysis; Emerging Markets; Debt; Family Ownership; Turkey; Valuation; Business or Company Management; Private Equity; Financial Reporting; Investment; Budgets and Budgeting; Food and Beverage Industry; Turkey

Research Summary

Overview

Downstream businesses that utilize global suppliers frequently use auditing programs to monitor their suppliers’ working conditions and are often deployed to address reputational concerns associated with procuring from unregulated suppliers. Despite their widespread... View Details

Keywords: Audit Quality; Remote Work; Outsourcing; Econometric Analysis; Switching Costs; Service Operations; Performance Effectiveness; Retail Industry; Service Industry

2018
Working Paper

How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

By: Maria Ibanez and Michael W. Toffel

Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details

Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Service Industry

January–February 2018
Article

Some Customers Would Rather Leave Without Saying Goodbye

By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie

We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details

Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior

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2020
Working Paper

A Preliminary Framework for Product Impact-Weighted Accounts

By: George Serafeim and Katie Trinh

While there has been significant progress in the measurement of an organization’s environmental and social impacts from its operations, metrics to evaluate the impact of products once they come to market lag far behind. In this paper, we provide a framework for... View Details

Keywords: Social Impact; Product Life Cycle; Environment; Sustainability; Measurement; Metrics; Impact Investing; ESG; ESG (Environmental, Social, Governance) Performance; ESG Reporting; Product; Environmental Sustainability; Measurement and Metrics; Framework; Financial Statements

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