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

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March–April 2014
Article

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

By: Doug J. Chung, Thomas Steenburgh and K. Sudhir

We estimate a dynamic structural model of sales force response to a bonus based compensation plan. Substantively, the paper sheds insights on how different elements of the compensation plan enhance productivity. We find evidence that: (1) bonuses enhance productivity... View Details

Keywords: Performance Productivity; Salesforce Management; Compensation and Benefits

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March 2019
Article

A Structural Analysis of the Role of Superstars in Crowdsourcing Contests

By: Shunyuan Zhang, Param Singh and Anindya Ghose

We investigate the long-term impact of competing against superstars in crowdsourcing contests. Using a unique 50-month longitudinal panel data set on 1677 software design crowdsourcing contests, we illustrate a learning effect where participants are able to improve... View Details

Keywords: Crowdsourcing Contests; Superstar Effect; Bayesian Learning; Utility; Economics Of Information System; Dynamic Structural Model; Dynamic Programming; Markov Chain; Monte Carlo; Learning; Competition; Performance Improvement

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2012
Chapter

Pursuing Public Value: Frameworks for Strategic Analysis and Action

By: Herman B. Leonard and Mark H. Moore

Features Harvard Kennedy School scholars who focus diverse conceptual lenses on a single high-stakes management task—enhancing port security across the United States. This title considers the challenge of driving change in a complex system involving hundreds of private... View Details

Keywords: Leading Change; National Security; Complexity; Performance Improvement; United States

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May 1990 (Revised September 1994)
Background Note

Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information

By: Krishna G. Palepu

Provides a framework that helps explain these real-world observations about accounting and financial statement analysis. When managers have superior information on firms' strategies, and when investors suspect that managers have incentives not to fully disclose this... View Details

Keywords: Financial Reporting; Strategy; Knowledge Management

January 2013 (Revised March 2017)
Teaching Note

Luotang Power: Variances Explained (Brief Case)

By: Robert Simons and Craig Chapman

The primary objective is to explore the concepts of variance analysis in performance from one year to the next and the predictability of contracting counterparts to extract value from contract positions where they can. The general manager of a coal-fired power plant... View Details

Keywords: Variance Analysis; Strategy And Execution; Profitability Analysis; Management Control Systems; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; China

March 2010
Article

In Favor of Clear Thinking: Incorporating Moral Rules into a Wise Cost-benefit Analysis

By: Max Bazerman and Joshua D. Greene

Bennis, Medin, and Bartels (2009) have contributed an interesting paper on the comparative benefit of moral rules versus cost-benefit analysis (CBA). Many of their specific comments are accurate, useful, and insightful. At the same time, we believe they have... View Details

Keywords: Cost vs Benefits; Moral Sensibility; Adoption; Performance Effectiveness; Decision Making; Management Analysis, Tools, and Techniques

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19 Nov 2010
Working Paper Summaries

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

Keywords: by Doug J. Chung, Thomas Steenburgh & K. Sudhir

2010
Working Paper

Surviving the Global Financial Crisis: Foreign Direct Investment and Establishment Performance

By: Laura Alfaro and Maggie Chen

We examine in this paper the differential response of establishments to the global financial crisis, with particular emphasis on the role of foreign direct investment (FDI) in determining micro economic performance. Using a new worldwide dataset that reports the... View Details

Keywords: Financial Crisis; International Finance; Foreign Direct Investment; Local Range; Multinational Firms and Management; Production; Performance Evaluation; Networks

2019
Working Paper

The Customer May Not Always Be Right: Customer Compatibility and Service Performance

By: Ryan W. Buell, Dennis Campbell and Frances X. Frei

This paper investigates the impact of customer compatibility – the degree of fit between the needs of customers and the capabilities of the operations serving them – on customer experiences and firm performance. We use a variance decomposition analysis to quantify the... View Details

Keywords: Customer Compatibility; Satisfaction; Profitability; Customer Relationship Management; Service Operations; Customer Satisfaction; Banking Industry; Retail Industry

January 2011
Teaching Note

AIC Netbooks: Optimizing Product Assembly (Brief Case)

By: Steven C. Wheelwright and Sunru Yong

Teaching Note for 4245. View Details

Keywords: Performance Management; Quantitative Analysis; Manufacturing; Production Planning; Production Management; Production; Mathematical Methods; Performance Evaluation; Planning; Manufacturing Industry

2010
Working Paper

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

By: Doug J. Chung, Thomas J. Steenburgh and K. Sudhir

We estimate a dynamic structural model of sales force response to a bonus based compensation plan. The paper has two main methodological innovations: First, we implement empirically the method proposed by Arcidiacono and Miller (2010) to accommodate unobserved latent... View Details

Keywords: Compensation and Benefits; Performance Productivity; Mathematical Methods; Salesforce Management; Motivation and Incentives

2015
Article

Testing Strategy with Multiple Performance Measures: Evidence from a Balanced Scorecard at Store24

By: Dennis Campbell, Srikant M. Datar, Susan L. Kulp and V.G. Narayanan

We analyze balanced scorecard data from a convenience store chain, Store24, during the implementation of an innovative, but ultimately unsuccessful, strategy. Quarterly strategic reviews, based in part on the firm's balanced scorecard, led executives at Store24 to... View Details

Keywords: Balanced Scorecard; Business Strategy; Retail Industry

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January 2023
Article

The Dark Side of Machiavellian Rhetoric: Signaling in Reward-Based Crowdfunding Performance

By: Goran Calic, Rene Arseneault and Maryam Ghasemaghaei

In this study, we explore the impact of Machiavellian rhetoric on fundraising within the increasingly important context of online crowdfunding. The “all-or-nothing” funding model used by the world’s largest crowdfunding platform, Kickstarter, may be an attractive... View Details

Keywords: Crowdfunding; Communication Strategy; Entrepreneurial Finance; Behavior

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30 Jun 2019
Working Paper Summaries

The Comprehensive Effects of Sales Force Management: A Dynamic Structural Analysis of Selection, Compensation, and Training

Keywords: by Doug J. Chung, Byungyeon Kim, and Byoung G. Park

May 2024
Article

Design of Off-Grid Lighting Business Models to Serve the Poor: Field Experiments and Structural Analysis

By: Bhavani Shanker Uppari, Serguei Netessine, Ioanna Popescu and Rowan P. Clarke

A significant proportion of the world's population has no access to grid-based electricity and so relies on off-grid lighting solutions. Rechargeable lamp technology is gaining popularity as an alternative off-grid lighting model in developing countries. In this paper,... View Details

Keywords: Technological Innovation; Developing Countries and Economies; Consumer Behavior; Poverty; Logistics; Business Model; Utilities Industry

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September 2016 (Revised October 2018)
Case

Springfield Hospital

By: Susanna Gallani and Robert Kaplan

One of the key roles of costing systems is to support the evaluation of performance and facilitate appropriate resource allocations. Through participation in a comparative cost study, management at Springfield Hospital, known for its heavy focus on operational... View Details

Keywords: Time-Driven Activity-Based Costing; Variance Analysis; Activity Based Costing and Management; Health Care and Treatment; Health Industry

1992
Other Unpublished Work

Productivity on Missile Development Program 309 - HBS Analysis and Decision Case

By: J. Ronald Fox

Keywords: Performance Productivity; National Security; Decision Making; Aerospace Industry

November 2008
Journal Article

Can Research Committees Add Value for Investors? An Analysis of Lehman Brothers' Ten Uncommon Values® Recommendations

By: Boris Groysberg, Paul M. Healy and Yang Gui

Since 1949 Lehman Brothers has used an investment committee to select the top ten recommendations made by its analysts each year. We examine the performance of this committee's recommendations and find that on average its selections generated abnormal returns of 2.7%... View Details

Keywords: Forecasting and Prediction; Stocks; Financial Markets; Investment; Investment Return; Governing Rules, Regulations, and Reforms; Performance Expectations; Groups and Teams; Research; Value Creation

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1998
Article

Looking Inside the Fishbowl of Creativity: Verbal and Behavioral Predictors of Creative Performance

By: J. Ruscio, D. M. Whitney and T. M. Amabile

This study set out to identify specific task behaviors that predict observable product creativity in three domains and to identify which of those behaviors mediate the well-established link between intrinsic motivation and creativity. One-hundred fifty-one... View Details

Keywords: Creativity; Cognition and Thinking; Behavior

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February 2018 (Revised March 2019)
Case

Sandlands Vineyards

By: Benjamin C. Esty and Gregory Saldutte

Approximately 80% of the wineries in the U.S. break even 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

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