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      • October 2019 (Revised December 2019)
      • Case

      BC Partners: Acuris

      By: Victoria Ivashina and Terrence Shu
      This case follows Nikos Stathopoulos, Managing Partner of BC Partners, as he and his team evaluate the potential sale of one of BC Partners’ portfolio companies, Acuris. Acuris was a global financial intelligence, news, and data company that had been acquired by BC... View Details
      Keywords: Fund Management; Fund Raising; Leveraged Buyout; Buyout; Portfolio Management; Operations Improvement; Exit; Exit Strategy; Valuation Ratios; Finance; Private Equity; Leveraged Buyouts; Operations; Performance Improvement; Acquisition; Valuation
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      Ivashina, Victoria, and Terrence Shu. "BC Partners: Acuris." Harvard Business School Case 220-041, October 2019. (Revised December 2019.)
      • September 2019 (Revised December 2022)
      • Supplement

      Cooking Down a Storm: Changing Culture at Pasta Serafina (B)

      By: Susanna Gallani, Francesca Gino and Raffaella Sadun
      The case complements Pasta Serafina (A) by describing the aftermath of a town hall meeting in which management had publicly denounced the absenteeism problem and challenged the employees to find a solution. In spite of the initial mistrust against management, the fear... View Details
      Keywords: Absenteeism; Employees; Behavior; Organizational Culture; Organizational Change and Adaptation; Employee Relationship Management; Problems and Challenges; Decision Making; Performance Evaluation
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      Gallani, Susanna, Francesca Gino, and Raffaella Sadun. "Cooking Down a Storm: Changing Culture at Pasta Serafina (B)." Harvard Business School Supplement 120-014, September 2019. (Revised December 2022.)
      • 2019
      • Working Paper

      Decarbonization Factors

      By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
      In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior... View Details
      Keywords: ESG; Investment Management; Factor Investing; Investor Behavior; Climate Change; Environmental Sustainability; Investment; Management
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      Cheema-Fox, Alex, Bridget LaPerla, George Serafeim, David Turkington, and Hui (Stacie) Wang. "Decarbonization Factors." Harvard Business School Working Paper, No. 20-037, September 2019. (Revised November 2019.)
      • September 2019
      • Case

      Shell: A Company of Opportunity?

      By: Joseph B. Fuller and Emer Moloney
      The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had... View Details
      Keywords: Business Divisions; Change Management; Competency and Skills; Experience and Expertise; Talent and Talent Management; Energy; Energy Sources; Non-Renewable Energy; Renewable Energy; Human Resources; Employees; Retention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Jobs and Positions; Job Design and Levels; Knowledge Sharing; Knowledge; Knowledge Use and Leverage; Labor; Human Capital; Labor Unions; Leading Change; Resource Allocation; Organizational Change and Adaptation; Performance Evaluation; Performance Productivity; Strategic Planning; Projects; Motivation and Incentives; Business Strategy; Social and Collaborative Networks; Technology Platform; Chemical Industry; Energy Industry; Information Technology Industry; Technology Industry; United Kingdom; Netherlands
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      Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
      • Article

      Advancing Computational Biology and Bioinformatics Research Through Open Innovation Competitions

      By: Andrea Blasco, Michael G. Endres, Rinat A. Sergeev, Anup Jonchhe, Max Macaluso, Rajiv Narayan, Ted Natoli, Jin H. Paik, Bryan Briney, Chunlei Wu, Andrew I. Su, Aravind Subramanian and Karim R. Lakhani
      Open data science and algorithm development competitions offer a unique avenue for rapid discovery of better computational strategies. We highlight three examples in computational biology and bioinformatics research where the use of competitions has yielded significant... View Details
      Keywords: Computational Biology; Bioinformatics; Innovation Competitions; Research; Collaborative Innovation and Invention
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      Blasco, Andrea, Michael G. Endres, Rinat A. Sergeev, Anup Jonchhe, Max Macaluso, Rajiv Narayan, Ted Natoli, Jin H. Paik, Bryan Briney, Chunlei Wu, Andrew I. Su, Aravind Subramanian, and Karim R. Lakhani. "Advancing Computational Biology and Bioinformatics Research Through Open Innovation Competitions." PLoS ONE 14, no. 9 (September 2019).
      • August 2019
      • Case

      Preserving Trust at Care.com (A)

      By: Krishna G. Palepu and Julia Kelley
      Care.com was an online platform designed to match caregivers with individuals seeking care for themselves, others, and pets, through job postings, caregiver profiles, and directories of local day care centers. In March 2019, the Wall Street Journal had just published a... View Details
      Keywords: Business Strategy; Corporate Governance; Digital Platforms; Market Design; Emerging Markets; Trust; Technology Industry; United States
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      Palepu, Krishna G., and Julia Kelley. "Preserving Trust at Care.com (A)." Harvard Business School Case 120-011, August 2019.
      • August 2019 (Revised April 2021)
      • Case

      Zillow Offers: Winning Online Real Estate 2.0

      By: Luis Viceira, Marco Di Maggio and Allison Ciechanover
      Founded in 2005, Zillow had become the leading online real estate and home-related marketplace. The brand was recognized as a trusted resource for players in the real estate market, providing information and transparency on home prices. Revenue, which was historically... View Details
      Keywords: Real Estate; Corporate Culture; Intermediation; Brokerage; Startup; Evaluating Business Investments; Property; Information Technology; Business Model; Expansion; Business Startups; Real Estate Industry; Media and Broadcasting Industry; United States
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      Viceira, Luis, Marco Di Maggio, and Allison Ciechanover. "Zillow Offers: Winning Online Real Estate 2.0." Harvard Business School Case 220-021, August 2019. (Revised April 2021.)
      • 2020
      • Working Paper

      Digital Experimentation and Startup Performance: Evidence from A/B Testing

      By: Rembrand Koning, Sharique Hasan and Aaron Chatterji
      Recent work argues that experimentation is the appropriate framework for entrepreneurial strategy. We investigate this proposition by exploiting the time-varying adoption of A/B testing technology, which has drastically reduced the cost of experimentally testing... View Details
      Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Entrepreneurship; Strategy; Business Startups; Information Technology; Performance
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      Koning, Rembrand, Sharique Hasan, and Aaron Chatterji. "Digital Experimentation and Startup Performance: Evidence from A/B Testing." Harvard Business School Working Paper, No. 20-018, August 2019. (Revised September 2020. SSRN Working Paper Series, No. 3440291, August 2019)
      • July 2019
      • Article

      Evaluation of Economic and Clinical Outcomes Under Centers for Medicare & Medicaid Services Mandatory Bundled Payments for Joint Replacements

      By: Derek A. Haas, Xiaoran Zhang, Robert S. Kaplan and Zirui Song
      In 2016, the Centers for Medicare & Medicaid Services (CMS) launched its first mandatory bundled payment program, the Comprehensive Care for Joint Replacement (CJR) model, by randomizing metropolitan statistical areas (MSAs) into the payment model. The paper analyzed... View Details
      Keywords: Medicare; Medicaid; Bundled Payments; Health Care and Treatment; Cost Management; Performance Evaluation; Outcome or Result
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      Haas, Derek A., Xiaoran Zhang, Robert S. Kaplan, and Zirui Song. "Evaluation of Economic and Clinical Outcomes Under Centers for Medicare & Medicaid Services Mandatory Bundled Payments for Joint Replacements." JAMA Internal Medicine 179, no. 7 (July 2019): 924–931.
      • July 2019
      • Case

      Christmas Inc. (A)

      By: Susanna Gallani, Gregory Sabin, Lexor Adams and Nicholas Haberling
      Santa Claus is facing increasing pressures to contain costs. The economic model that has worked for centuries is starting to show some cracks, to the point that he is considering outsourcing part of its toy production. Evaluating the bids his team collected from... View Details
      Keywords: Costing; Production; Cost; Analysis; Decision Making; Strategy
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      Gallani, Susanna, Gregory Sabin, Lexor Adams, and Nicholas Haberling. "Christmas Inc. (A)." Harvard Business School Case 120-009, July 2019.
      • 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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      Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." JAMA Oncology 5, no. 5 (May 2019): 654–661.
      • 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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      Ma, Paul, Jee-Eun Shin, and Charles C.Y. Wang. "rTSR: Properties, Determinants, and Consequences of Benchmark Choice." Harvard Business School Working Paper, No. 19-112, April 2019. (Revised May 2021.)
      • April 2019
      • Article

      Incentives for Public Goods Inside Organizations: Field Experimental Evidence

      By: Andrea Blasco, Olivia S. Jung, Karim R. Lakhani and Michael Menietti
      Understanding why employees go the extra mile at work is a key problem for many organizations. We conduct a field experiment at a medical organization to study motivations for employees to submit project proposals for organizational improvement. In total, we analyze... View Details
      Keywords: Field Experiment; Innovation; Contest; Incentives; Free-rider Problem; Healthcare Organizations; Employees; Motivation and Incentives; Innovation and Invention; Organizations; Performance Improvement; Perspective
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      Blasco, Andrea, Olivia S. Jung, Karim R. Lakhani, and Michael Menietti. "Incentives for Public Goods Inside Organizations: Field Experimental Evidence." Journal of Economic Behavior & Organization 160 (April 2019): 214–229.
      • April 2019
      • Article

      Private Equity and Financial Fragility during the Crisis

      By: Shai Bernstein, Josh Lerner and Filippo Mezzanotti
      Do private equity firms contribute to financial fragility during economic crises? We find that during the 2008 financial crisis, PE-backed companies increased investments relative to their peers, while also experiencing greater equity and debt inflows. The effects are... View Details
      Keywords: Private Equity; Financial Crisis; Performance; Financial Condition
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      Bernstein, Shai, Josh Lerner, and Filippo Mezzanotti. "Private Equity and Financial Fragility during the Crisis." Review of Financial Studies 32, no. 4 (April 2019): 1309–1373. (Earlier version distributed as National Bureau of Economic Research Working Paper No. 23626 and Harvard Business School Working Paper No. 18-005.)
      • March 2019 (Revised April 2019)
      • Case

      Measuring Impact at JUST Capital

      By: Ethan C. Rouen and Charles C.Y. Wang
      JUST Capital is a nonprofit organization that seeks to make public companies more "just" by measuring and ranking their overall impact on society, based on the priorities most important to the average American. This case examines JUST’s strategy for influencing... View Details
      Keywords: Corporate Social Responsibility and Impact; Social Issues; Performance Evaluation
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      Rouen, Ethan C., and Charles C.Y. Wang. "Measuring Impact at JUST Capital." Harvard Business School Case 119-092, March 2019. (Revised April 2019.)
      • March 2019 (Revised May 2019)
      • Case

      Fetchr: A New Way of Last Mile Delivery

      By: V.G. Narayanan and Eren Kuzucu
      By mid-2016, five years of aggressive growth had transformed Fetchr from a small logistics startup to a 1,000-employee, full-fledged last-mile delivery company operating across four countries in the Middle East and North Africa (MENA). Already beneficiaries of the... View Details
      Keywords: Startup; Decision; Financial Strategy; UAE; KSA; MENA; Cost Accounting; Business Model; Business Startups; Transformation; Cost Management; Strategy; Disruptive Innovation; Technological Innovation; Growth and Development Strategy; Growth Management; Logistics; Service Delivery; Supply Chain Management; Performance Evaluation; Mathematical Methods; Mobile and Wireless Technology; Transportation Networks; Middle East; United Arab Emirates; Dubai; Bahrain; Egypt; Saudi Arabia; North Africa
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      Narayanan, V.G., and Eren Kuzucu. "Fetchr: A New Way of Last Mile Delivery." Harvard Business School Case 119-018, March 2019. (Revised May 2019.)
      • March 2019
      • Article

      Beliefs about Gender

      By: Pedro Bordalo, Katherine Baldiga Coffman, Nicola Gennaioli and Andrei Shleifer
      We conduct laboratory experiments that explore how gender stereotypes shape beliefs about ability of oneself and others in different categories of knowledge. The data reveal two patterns. First, men’s and women’s beliefs about both oneself and others exceed observed... View Details
      Keywords: Performance Evaluation; Perspective; Prejudice and Bias; Gender
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      Bordalo, Pedro, Katherine Baldiga Coffman, Nicola Gennaioli, and Andrei Shleifer. "Beliefs about Gender." American Economic Review 109, no. 3 (March 2019): 739–773.
      • Article

      Extracorporeal Membrane Oxygenation Appropriateness: An Interdisciplinary Consensus-Based Approach

      By: Robert S. Kaplan, Michael Nurok, Jonathan Warsh, Todd Griner, Mayumi Kharabi, Joseph Castongia, Cali Overbeck, Lisa Krueger, Bernice Coleman, Danny Ramzy, Joshua Chung, Alice Chan, Eric Ley, Sindhu Kubendran, Neil Parrish, Zhe Yu, Michael Landberg, Stuart Finder, Bradley T. Rosen, Harry Sax and Francisco Arabia
      We describe a quality improvement initiative aimed at achieving interdisciplinary consensus about the appropriate delivery of extracorporeal membrane oxygenation (ECMO). Interdisciplinary rounds were implemented for all patients on ECMO and addressed whether care was... View Details
      Keywords: Health Care and Treatment; Quality; Performance Improvement
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      Kaplan, Robert S., Michael Nurok, Jonathan Warsh, Todd Griner, Mayumi Kharabi, Joseph Castongia, Cali Overbeck, Lisa Krueger, Bernice Coleman, Danny Ramzy, Joshua Chung, Alice Chan, Eric Ley, Sindhu Kubendran, Neil Parrish, Zhe Yu, Michael Landberg, Stuart Finder, Bradley T. Rosen, Harry Sax, and Francisco Arabia. "Extracorporeal Membrane Oxygenation Appropriateness: An Interdisciplinary Consensus-Based Approach." Anesthesia & Analgesia 128, no. 3 (March 2019).
      • Article

      Why Am I Seeing This Ad? The Effect of Ad Transparency on Ad Effectiveness

      By: Tami Kim, Kate Barasz and Leslie K. John
      Given the increasingly specific ways marketers can target ads, many consumers and regulators are demanding ad transparency: disclosure of how consumers’ personal information was used to generate ads. We investigate how and why ad transparency impacts ad effectiveness.... View Details
      Keywords: Digital Marketing; Customization and Personalization; Information; Trust; Performance Effectiveness
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      Kim, Tami, Kate Barasz, and Leslie K. John. "Why Am I Seeing This Ad? The Effect of Ad Transparency on Ad Effectiveness." Journal of Consumer Research 45, no. 5 (February 2019): 906–932.
      • 2019
      • Working Paper

      Relative Performance Transparency: Effects on Sustainable Choices

      By: Ryan W. Buell, Shwetha Mariadassou and Yanchong Zheng
      We study how transparency into the levels and changes of relative sustainability performance affects consumer choices. Our work considers two forms of transparency: process transparency, in which customers receive information about the company's sustainability... View Details
      Keywords: Relative Performance Tranparency; Process Transparency; Customer Transparency; Levels; Changes; Reflectiveness; Self-serving Attribution Biases; Sustainability; Consumer Choice
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      Buell, Ryan W., Shwetha Mariadassou, and Yanchong Zheng. "Relative Performance Transparency: Effects on Sustainable Choices." Harvard Business School Working Paper, No. 19-079, January 2019.
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