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  • 2011
  • Article

Strike Three: Discrimination, Incentives, and Evaluation

By: Christopher Parsons, J. Sulaeman, M. Yates and D. Hamermesh
Major League Baseball umpires express their racial/ethnic preferences when they evaluate pitchers. Strikes are called less often if the umpire and pitcher do not match race/ethnicity, but mainly where there is little scrutiny of umpires. Pitchers understand the... View Details
Keywords: Wages; Motivation and Incentives; Prejudice and Bias; Ethnicity; Race; Performance Productivity; Sports; Sports Industry
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Parsons, Christopher, J. Sulaeman, M. Yates, and D. Hamermesh. "Strike Three: Discrimination, Incentives, and Evaluation." American Economic Review 101, no. 4 (June 2011): 1410–1435.
  • February 2015
  • Supplement

MuMaté Tool: Evaluating Financing Alternatives

By: Joseph B. Fuller
"MuMaté Tool: Evaluating Financing Alternatives" walks students through the considerations in allocating equity amongst the members of a startup's founding team. This exercise is designed to be used in conjunction with: Shikhar Ghosh, Joseph B. Fuller, Thomas E.... View Details
Keywords: Partners and Partnerships; Business Startups; Equity
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Fuller, Joseph B. "MuMaté Tool: Evaluating Financing Alternatives." Harvard Business School Spreadsheet Supplement 315-701, February 2015.
  • 2009
  • Chapter

Evaluating the Impact of SA8000 Certification

By: Michael J. Hiscox, Claire Schwartz and Michael W. Toffel
SA 8000, along with other types of certification standards and corporate codes of conduct, represents a new form of private governance of working conditions, initiated and implemented by companies, labor unions, and non-governmental activist groups. Whether these codes... View Details
Keywords: Corporate Governance; Working Conditions; Standards; Performance Evaluation
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Hiscox, Michael J., Claire Schwartz, and Michael W. Toffel. "Evaluating the Impact of SA8000 Certification." In Social Accountability 8000: The First Decade -- Implementation, Influence, and Impact, edited by Deborah Leipziger. Greenleaf Publishing, 2009.
  • February 1979
  • Article

Effects of External Evaluation on Artistic Creativity

By: T. M. Amabile
Examined the conditions under which the imposition of an extrinsic constraint upon performance of an activity can lead to decrements in creativity. 95 female undergraduates worked on an art activity either with or without the expectation of external evaluation. In... View Details
Keywords: Creativity; Social Psychology; Performance Evaluation; Motivation and Incentives; Situation or Environment
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Amabile, T. M. "Effects of External Evaluation on Artistic Creativity." Journal of Personality and Social Psychology 37, no. 2 (February 1979): 221–233.
  • October 2007 (Revised November 2010)
  • Module Note

Evaluating M&A Deals-Equity Consideration

By: Carliss Y. Baldwin
What the acquiring company pays for a target in a merger or acquisition is called "consideration." Consideration can be in the form of cash, shares, or a combination of the two. Lays out the basic mechanics of equity consideration. Derives formulas for the Deal NPV of... View Details
Keywords: Mergers and Acquisitions; Equity
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Baldwin, Carliss Y. "Evaluating M&A Deals-Equity Consideration." Harvard Business School Module Note 208-077, October 2007. (Revised November 2010.)
  • Article

Improving Environmental Performance Assessment: Comparative Analysis of Weighting Methods used to Evaluate Chemical Release Inventories

By: Michael W. Toffel and Julian D. Marshall
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Toffel, Michael W., and Julian D. Marshall. "Improving Environmental Performance Assessment: Comparative Analysis of Weighting Methods used to Evaluate Chemical Release Inventories." Journal of Industrial Ecology 8, nos. 1-2 (January 2004): 143–172.
  • 2021
  • Working Paper

Supply- and Demand-Side Effects in Performance Appraisals: The Role of Gender and Race

By: Iris Bohnet, Oliver P. Hauser and Ariella Kristal
Performance reviews in firms are common but controversial. Managers’ subjective appraisals of their employees’ performance and employees’ self-evaluations might be affected by demographic characteristics, interact with each other as self-evaluations are typically... View Details
Keywords: Performance Appraisals; Gender; Race; Performance Evaluation
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Bohnet, Iris, Oliver P. Hauser, and Ariella Kristal. "Supply- and Demand-Side Effects in Performance Appraisals: The Role of Gender and Race." HKS Faculty Research Working Paper Series, No. RWP21-016, May 2021.
  • 2014
  • Teaching Note

Fine Harvest Restaurant Group

By: Clara X. Chen, Kenneth A. Merchant, Tatiana Sandino and Wim Van der Stede
The Fine Harvest Restaurant Group cases A and B examine a company's design of a new system to evaluate the performance (and determine the bonuses) for its restaurant managers. Fine Harvest had traditionally evaluated restaurant managers based on store margins and had... View Details
Keywords: Incentive Systems; Relative Performance Evaluation; Restaurant Industry; Accounting; Economics; Human Resources; Measurement and Metrics; Labor; Performance; Salesforce Management; Retail Industry; North and Central America
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Chen, Clara X., Kenneth A. Merchant, Tatiana Sandino, and Wim Van der Stede. "Fine Harvest Restaurant Group." University of Southern California, Marshall School of Business Teaching Note, 2014.
  • September 2023
  • Supplement

Design and Evaluation of Targeted Interventions

By: Eva Ascarza
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
Keywords: Marketing; Design; Business Strategy; Policy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
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Ascarza, Eva. "Design and Evaluation of Targeted Interventions." Harvard Business School Spreadsheet Supplement 524-703, September 2023.
  • 2020
  • Working Paper

The Effects of Hierarchy on Learning and Performance in Business Experimentation

By: Sourobh Ghosh, Stefan Thomke and Hazjier Pourkhalkhali
Do senior managers help or hurt business experiments? Despite the widespread adoption of business experiments to guide strategic decision-making, we lack a scholarly understanding of what role senior managers play in firm experimentation. Using proprietary data of live... View Details
Keywords: Experimentation; Innovation; Search; New Product Development; Innovation and Invention; Organizational Design; Learning; Performance
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Ghosh, Sourobh, Stefan Thomke, and Hazjier Pourkhalkhali. "The Effects of Hierarchy on Learning and Performance in Business Experimentation." Harvard Business School Working Paper, No. 20-081, February 2020.
  • October 2023 (Revised February 2024)
  • Technical Note

Design and Evaluation of Targeted Interventions

By: Eva Ascarza and Ta-Wei (David) Huang
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
Keywords: Marketing; Customer Relationship Management; Analysis; Design; Business Strategy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
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Ascarza, Eva, and Ta-Wei (David) Huang. "Design and Evaluation of Targeted Interventions." Harvard Business School Technical Note 524-034, October 2023. (Revised February 2024.)
  • November 2013 (Revised September 2014)
  • Case

Man Jit Singh at Sony Entertainment Television (A)

By: Linda A. Hill, Dana M. Teppert and Allison J. Wigen
Explores the role of CEO Man Jit Singh and his senior management committee in leading Multi Screen Media Pvt. Ltd. (formerly SET Pvt. Ltd.), a leading television broadcaster in India. Describes Singh's decision to evaluate employees based on values as well as... View Details
Keywords: Performance Appraisals; Performance Management; Performance Evaluation; Leadership Style; Managerial Roles; Organizational Culture; Groups and Teams; Management Teams; Change Management; Decision Making; Emerging Markets; Media and Broadcasting Industry; India
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Hill, Linda A., Dana M. Teppert, and Allison J. Wigen. "Man Jit Singh at Sony Entertainment Television (A)." Harvard Business School Case 414-028, November 2013. (Revised September 2014.)
  • June 2023
  • Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza
Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details
Keywords: Algorithm Bias; Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Artea Dashboard and Targeting Policy Evaluation." Harvard Business School Simulation 523-707, June 2023.
  • February 2007
  • Tutorial

Measuring Marketing Performance

By: John A. Quelch
In many organizations, marketing exists far from the executive suite and the boardroom. This tutorial instructs students how to improve the link between high level corporate strategy and the marketing function. First, students are exposed to three companies in which... View Details
Keywords: Marketing Strategy; Corporate Strategy; Performance Evaluation
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"Measuring Marketing Performance." Harvard Business School Tutorial 507-701, February 2007.
  • 2015
  • Case

Fine Harvest Restaurant Group (cases A and B)

By: Clara (Xiaoling) Chen, Kenneth A. Merchant, Tatiana Sandino and Wim A. Van der Stede
The Fine Harvest Restaurant Group cases A and B examine a company's design of a new system to evaluate the performance (and determine the bonuses) for its restaurant managers. Fine Harvest had traditionally evaluated restaurant managers based on store margins and had... View Details
Keywords: Incentive Systems; Relative Performance Evaluation; Restaurant Industry; Accounting; Economics; Human Resources; Measurement and Metrics; Labor; Performance; Salesforce Management; Retail Industry; North and Central America
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Chen, Clara (Xiaoling), Kenneth A. Merchant, Tatiana Sandino, and Wim A. Van der Stede. "Fine Harvest Restaurant Group (cases A and B)." University of Southern California, Marshall School of Business Case, 2015.
  • May 2007
  • Article

Inner Work Life: Understanding the Subtext of Business Performance

By: Teresa M. Amabile and Steven J. Kramer
Anyone in management knows that employees have their good days and their bad days and that, for the most part, the reasons for their ups and downs are unknown. Most managers simply shrug their shoulders at this fact of work life. But does it matter, in terms of... View Details
Keywords: Employees; Performance; Motivation and Incentives; Perception; Practice
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Amabile, Teresa M., and Steven J. Kramer. "Inner Work Life: Understanding the Subtext of Business Performance." Harvard Business Review 85, no. 5 (May 2007).
  • July 2004 (Revised December 2004)
  • Case

How Venture Capitalists Evaluate Potential Venture Opportunities

By: Michael J. Roberts and Lauren Barley
Four venture capitalists from leading Silicon Valley firms are interviewed about the frameworks they use to evaluate potential venture opportunities. Questions include: How do you evaluate the venture's prospective business model? What due diligence do you conduct?... View Details
Keywords: Venture Capital; Opportunities; Framework; Entrepreneurship; Forecasting and Prediction
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Roberts, Michael J., and Lauren Barley. "How Venture Capitalists Evaluate Potential Venture Opportunities." Harvard Business School Case 805-019, July 2004. (Revised December 2004.)
  • January 1982
  • Article

A Negativity Bias in Interpersonal Evaluation

By: T. M. Amabile and A. H. Glazebrook
Two studies were conducted to demonstrate a bias toward negativity in evaluations of persons or their work in particular social circumstances. In Study 1, subjects evaluated materials written by peers. Those working under conditions that placed them in low status... View Details
Keywords: Social Psychology; Status and Position; Prejudice and Bias; Performance Evaluation; Situation or Environment; Perception; Attitudes
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Amabile, T. M., and A. H. Glazebrook. "A Negativity Bias in Interpersonal Evaluation." Journal of Experimental Social Psychology 18 (January 1982): 1–22.
  • December 2018
  • Case

Bata versus Relaxo—Analyzing Performance

By: Suraj Srinivasan, Iris Leung and Quinn Pitcher
Set in 2016, “Bata India versus Relaxo—Analyzing Performance” compares the strategies and financial performance of two Indian footwear companies. Bata India had long been the market leader in footwear in India, but its leading market position was being challenged by... View Details
Keywords: Finance; Strategy; Operations; Performance Evaluation; Financial Statements; Analysis; Apparel and Accessories Industry
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Srinivasan, Suraj, Iris Leung, and Quinn Pitcher. "Bata versus Relaxo—Analyzing Performance." Harvard Business School Case 119-050, December 2018.
  • 2022
  • Article

Towards Robust Off-Policy Evaluation via Human Inputs

By: Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are crucial tools for evaluating policies in high-stakes domains such as healthcare, where direct deployment is often infeasible, unethical, or expensive. When deployment environments are expected to undergo changes (that is, dataset... View Details
Keywords: Analytics and Data Science; Research
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Singh, Harvineet, Shalmali Joshi, Finale Doshi-Velez, and Himabindu Lakkaraju. "Towards Robust Off-Policy Evaluation via Human Inputs." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2022): 686–699.
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