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  • 2021
  • Working Paper

The Anatomy of a Hospital System Merger: The Patient Did Not Respond Well to Treatment
By: Martin Gaynor, Adam Sacarny, Raffaella Sadun, Chad Syverson and Shruthi Venkatesh
There is an ongoing merger wave in the U.S. hospital industry, but it remains an open question how hospital mergers change, or fail to change, hospital behavior, performance, and outcomes. In this research, we open the “black box” of practices within hospitals in the...  View Details
Keywords: Hospital Mergers; Health Care and Treatment; Mergers and Acquisitions; Performance Effectiveness; Outcome or Result; Analysis; United States
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  • September 15, 2021
  • Article

Improving Deconvolution Methods in Biology Through Open Innovation Competitions: An Application to the Connectivity Map
By: Andrea Blasco, Ted Natoli, Michael G. Endres, Rinat A. Sergeev, Steven Randazzo, Jin Hyun Paik, N.J. Maximilian Macaluso, Rajiv Narayan, Xiaodong Lu, David Peck, Karim R. Lakhani and Aravind Subramanian
A recurring problem in biomedical research is how to isolate signals of distinct populations (cell types, tissues, and genes) from composite measures obtained by a single analyte or sensor. Existing computational deconvolution approaches work well in many specific...  View Details
Keywords: Deconvolution; Methods; Open Innovation Competition; Genomics; Research; Innovation and Invention
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  • January–February 2021
  • Article

Compensation Packages That Actually Drive Performance
By: Boris Groysberg, Sarah Abbott, Michael R. Marino and Metin Aksoy
By aligning executives’ financial incentives with company strategy, a firm can inspire its management to deliver superior results. But it can be hard to get pay packages right. In this article four experts break down the key elements of compensation and explain how to...  View Details
Keywords: Executive Compensation; Compensation and Benefits; Motivation and Incentives; Strategy; Performance
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  • Article

Value of New Performance Information in Healthcare: Evidence from Japan
By: Susanna Gallani, Takehisa Kajiwara and Ranjani Krishnan
Mandatory measurement and disclosure of outcome measures are commonly used policy tools in healthcare. The effectiveness of such disclosures relies on the extent to which the new information produced by the mandatory system is internalized by the healthcare...  View Details
Keywords: Value Of Information; Feedback; Patient Satisfaction; Healthcare; Health Care and Treatment; Satisfaction; Information; Measurement and Metrics; Performance Improvement
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  • Article

Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting
By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan
Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial...  View Details
Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning
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  • 2021
  • Working Paper

rTSR: Properties, Determinants, and Consequences of Benchmark Choice
By: Paul Ma, Jee-Eun Shin and Charles C.Y. Wang
We develop a measurement-error framework for assessing the quality of relative-performance metrics designed to filter out the systematic component of performance and analyze relative total shareholder return (rTSR)—the predominant metric market participants use to...  View Details
Keywords: Relative TSR; Relative Performance Evaluation; Systematic Risk; Board Of Directors; Compensation Consultants; Style Effects; Executive Compensation; Performance Evaluation; Corporate Governance
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  • March 2018
  • Case

Sachem Head's Activism at Autodesk
By: Suraj Srinivasan and Quinn Pitcher
In 2015, activist hedge fund Sachem Head Capital, led by founder Scott Ferguson, launched an activist campaign at computer aided design (CAD) software maker Autodesk. The activist campaign, waged mainly in private, was over Autodesk's lackluster financial performance,...  View Details
Keywords: Shareholder Activism; Investing; Activist Investing; Technology; CEO Turnover; Hedge Fund Activism; Benchmarking; Corporate Governance; Information Technology; Investment Activism; Performance Improvement; Management Succession; United States
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  • November 2016 (Revised December 2016)
  • Module Note

Strategy Execution Module 12: Aligning Performance Goals and Incentives
By: Robert Simons
This module reading explains how managers use performance goals and incentives to ensure that employee actions align with the overall business strategy of the organization. The module begins by discussing how managers use goals to communicate business strategy, the...  View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Performance Goals; Performance Measures; Incentives; Benchmarks; Motivation; Compensation; Bonuses; Strategy
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  • September 2016 (Revised March 2017)
  • Module Note

Strategy Execution Module 3: Using Information for Performance Measurement and Control
By: Robert Simons
This module reading explains how managers use information to control critical business processes and outcomes. The analysis begins by illustrating how managers use information to communicate goals and track performance. Then the focus turns to the choices that managers...  View Details
Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Organization Process; Feedback Model; Innovation; Uses Of Information; Big Data; Benchmarking; Decision Making; Information; Performance Evaluation; Analytics and Data Science
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  • 2015
  • Working Paper

The Impact of Funds: An Evaluation of CDC 2004-12
By: Josh Lerner, Ann Leamon, Steve Dew and Dong Ik Lee
CDC was founded in 1948 as part of the U.K. government's efforts to develop the economic resources of Britain's remaining colonies. Since then, CDC has pursued a series of strategies to "do good without losing money," as its original mission was phrased. Its approach...  View Details
Keywords: Investment Funds; Great Britain
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  • Article

The Disintermediation of Financial Markets: Direct Investing in Private Equity
By: Lily Fang, Victoria Ivashina and Josh Lerner
We examine twenty years of direct private equity investments by seven large institutions. These direct investments perform better than public market indices, especially buyout investments and those made in the 1990s. Outperformance by the direct investments, however,...  View Details
Keywords: Financial Intermediation; Direct Investment; Co-investment; Private Equity; Entrepreneurship; Financial Markets
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  • 2016
  • Working Paper

The Search for Peer Firms: When Do Crowds Provide Wisdom?
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
In knowledge-based economies, many business enterprises defy traditional industry boundaries. In this study, we evaluate six "big data" approaches to peer firm identifications and show that some, but not all, "wisdom-of-crowd" techniques perform exceptionally well. We...  View Details
Keywords: Peer Firm; EDGAR Co-search; Analyst Co-coverage; Wisdom Of Crowds; Performance Benchmarking; Crowd Of Crowds; Internet and the Web; Accounting
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  • 2011
  • Working Paper

CEO Bonus Plans: And How to Fix Them
By: Kevin J. Murphy and Michael C. Jensen
Almost all CEO and executive bonus plans have serious design flaws that limit their benefits dramatically. Such poorly designed executive bonus plans destroy value by providing incentives to manipulate the timing of earnings, mislead the board about organizational...  View Details
Keywords: Business Earnings; Competency and Skills; Cost of Capital; Executive Compensation; Risk Management; Performance Evaluation; Projects; Motivation and Incentives; Value
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  • January – February 2011
  • Article

Benchmarks as Limits to Arbitrage: Understanding the Low-Volatility Anomaly
By: Malcolm Baker, Brendan Bradley and Jeffrey Wurgler
Contrary to basic finance principles, high-beta and high-volatility stocks have long underperformed low-beta and low-volatility stocks. This anomaly may be partly explained by the fact that the typical institutional investor's mandate to beat a fixed benchmark...  View Details
Keywords: Volatility; Stocks; Investment Return; Investment Portfolio; Risk Management; Performance Expectations
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  • September 2009 (Revised May 2011)
  • Supplement

Acumen Fund: Measurement in Impact Investing (B)
By: Alnoor Ebrahim and V. Kasturi Rangan
As Acumen Fund, a global venture philanthropy firm, moves forward with an investment portfolio exceeding $22 million, it runs into two critical measurement problems. First, how should it track the performance of each investment when its interest is not just the bottom...  View Details
Keywords: Venture Capital; Investment Portfolio; Philanthropy and Charitable Giving; Standards; Corporate Social Responsibility and Impact; Performance Evaluation; Social Enterprise; Competition; Financial Services Industry; Kenya
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  • July – August 2008
  • Article

Buy-Side vs. Sell-Side Analysts' Earnings Forecasts
By: Boris Groysberg, Paul M. Healy and Craig James Chapman
We compare the earnings forecast performance of analysts at a large buy-side firm to that of sell-side analysts. Our tests show that the buy-side firm analysts make more optimistic and less accurate forecasts than their counterparts on the sell-side. These performance...  View Details
Keywords: Motivation and Incentives; Business Earnings; Forecasting and Prediction; Performance Effectiveness
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  • 2008
  • Report

Survey Questionnaire on Environmental Management Practices: Summary of Results by Industry and Practices
By: Magali Delmas and Michael W. Toffel
This document provides a summary of the results of a survey on Environmental Management Practices (EMP) conducted by the University of California at Santa Barbara during October and November 2003. The survey was sent to 3255 facilities in 8 industrial sectors: pulp,...  View Details
Keywords: Economic Sectors; Surveys; Management Practices and Processes; Corporate Social Responsibility and Impact; Business and Government Relations; Environmental Sustainability; Non-Governmental Organizations
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  • Working Paper

Benchmarking Against the Performance of High Profile 'Scandal' Firms
By: Emre Karaoglu, Tatiana Sandino and Randy Beatty
In recent years, several high profile firms engaged in accounting fraud that resulted in severe investor losses and erosion of trust in the capital markets. We examine high profile accounting "scandals" prosecuted by the Securities and Exchange Commission. Unlike most...  View Details
Keywords: Earnings Management; Ethics; Executive Compensation; Performance Evaluation; Financial Services Industry; United States
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  • January 2004 (Revised April 2004)
  • Case

Excel Academy Charter Middle School, The
By: Stig Leschly
This case is set in the summer of 2002 in a recently approved charter middle school in Boston. The school's founders face a choice of compensation plans as they finalize the initial teaching team in the school. In particular, the founders are actively considering two...  View Details
Keywords: Teaching; Performance; Compensation and Benefits; Boston
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  • October 1992 (Revised December 1992)
  • Case

American Connector Company (A)
By: Gary P. Pisano
American Connector Co. is forced to reexamine operations at its Sunnyvale plant when a Japanese competitor announces plans to build an "ultimate" plant in the United States. Case examines issues related to benchmarking a competitor's manufacturing capabilities and...  View Details
Keywords: Production; Infrastructure; Competitive Strategy; Global Strategy; Policy; Strategic Planning; Performance Productivity; Management Analysis, Tools, and Techniques; Performance Effectiveness; Sunnyvale; Japan
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