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  • All HBS Web  (2,346)
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    • News  (434)
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  • January 1996 (Revised February 1996)
  • Exercise

Exercises on Pareto Efficiency

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"Exercises on Pareto Efficiency." Harvard Business School Exercise 896-037, January 1996. (Revised February 1996.)
  • June 2000
  • Article

On the Regulatory Application of Efficiency Measures

The last decade has witnessed a change to more powerful incentive schemes and the adoption by a large number of regulators of some form of price cap regimes. The efficiency frontiers literature tackles the problem of measuring the X factor in a price cap regime... View Details
Keywords: Performance Productivity; Mathematical Methods; Performance Efficiency
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Ruzzier, Christian Alejandro. "On the Regulatory Application of Efficiency Measures." Utilities Policy 9, no. 2 (June 2000): 81–92. (with M. Rossi.)
  • September 1997 (Revised October 2001)
  • Case

efficient market services: August 1993 (A)

By: Paul A. Gompers and Jeffrey A. Farrell
Penny Baron, vice president of efficient market services, must decide how to finance rapid expansion for a young market research company. Venture leasing is a possibility and terms are explored. View Details
Keywords: Venture Capital; Growth Management; Research; Marketing; Financing and Loans; Business Startups; Management Teams; Leasing; Service Industry; United States
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Gompers, Paul A., and Jeffrey A. Farrell. "efficient market services: August 1993 (A)." Harvard Business School Case 298-009, September 1997. (Revised October 2001.)
  • July 2011
  • Article

Unexploited Efficiencies in Higher Education

By: Henry C. Eyring
In "Unexploited Efficiencies in Higher Education," Henry C. Eyring argues that one way that the U.S. can compete globally in college attainment is to decrease cost-per-graduate. He explains how many stakeholders in higher education stand to benefit from unexploited... View Details
Keywords: Performance Measurement; Innovation; Control Systems; Education; Performance Evaluation; Innovation and Invention; Education Industry; United States
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Eyring, Henry C. "Unexploited Efficiencies in Higher Education." Art. 1. Contemporary Issues in Education Research 4, no. 7 (July 2011): 1–18. (Best Paper Award, March 2011 Clute Institute International Economic Conference.)
  • 2022
  • Article

Efficiently Training Low-Curvature Neural Networks

By: Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju and Francois Fleuret
Standard deep neural networks often have excess non-linearity, making them susceptible to issues such as low adversarial robustness and gradient instability. Common methods to address these downstream issues, such as adversarial training, are expensive and often... View Details
Keywords: AI and Machine Learning
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Srinivas, Suraj, Kyle Matoba, Himabindu Lakkaraju, and Francois Fleuret. "Efficiently Training Low-Curvature Neural Networks." Advances in Neural Information Processing Systems (NeurIPS) (2022).
  • October 2011 (Revised October 2012)
  • Background Note

On the Use of Capital Efficiency Metrics

By: Willy Shih and Margaret Pierson
This note describes capital efficiency metrics including RONA, ROIC, and EVA. This note is intended to be used with the case "Boeing 737 Industrial Footprint: The Wichita Decision," HBS No. 612-036. View Details
Keywords: Capital; Performance Efficiency
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Shih, Willy, and Margaret Pierson. "On the Use of Capital Efficiency Metrics." Harvard Business School Background Note 612-034, October 2011. (Revised October 2012.)
  • 2011
  • Chapter

Health Care Applications: From Hospitals to Physicians, from Productive Efficiency to Quality Frontiers

By: Jon Chilingerian and H. David Sherman
This chapter focuses on health-care applications of DEA. The paper begins with a brief history of health applications and discusses some of the models and the motivation behind the applications. Using DEA to develop quality frontiers in health services is offered as a... View Details
Keywords: Data Envelopment Analysis; Physicians; Hospitals; HMOs; Frontier Analysis; Efficiency; Health Care and Treatment; Performance; Quality
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Chilingerian, Jon, and H. David Sherman. "Health Care Applications: From Hospitals to Physicians, from Productive Efficiency to Quality Frontiers." Chap. 16 in Handbook on Data Envelopment Analysis. 2nd edition Vol. 164, edited by William W. Cooper, Lawrence M. Seiford, and Joe Zhu, 445–493. International Series in Operations Research & Management Science. New York, NY: Springer, 2011.
  • Research Summary

Fairness and Efficiency in Resource Allocation

In studying the relationship of fairness and efficiency, Professor Trichakis takes the novel approach of looking at varied industries for unifying factors, and he pays special attention to inequities by incorporating both quantitative work in social welfare and the... View Details

  • Article

Renegotiation and the Form of Efficient Contracts

By: Jerry R. Green and J. J. Laffont
Two parties may agree to a mutually binding contract that will govern their behavior after an uncertain event becomes known. As there is no agent who can both observe this uncertain outcome and enforce the contract, contingent agreements are precluded. However, the... View Details
Keywords: Negotiation; Contracts
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Green, Jerry R., and J. J. Laffont. "Renegotiation and the Form of Efficient Contracts." Annales d'économie et de statistique, nos. 25-26 (January–June 1992): 123–150.
  • Summer, 2021
  • Article

The Economics of Energy Efficiency in Developing Countries

By: Meredith Fowlie and Robyn C. Meeks
Almost all of the world’s energy demand growth is projected to occur in low- and medium-income countries (LMICs). Targeted energy efficiency investments have the potential to mitigate tensions between economic growth objectives and sustainable development commitments.... View Details
Keywords: Developing Countries and Economies; Energy; Energy Policy
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Fowlie, Meredith, and Robyn C. Meeks. "The Economics of Energy Efficiency in Developing Countries." Review of Environmental Economics and Policy 15, no. 2 (Summer, 2021): 238–260.
  • 2023
  • Working Paper

Dynamic Pricing, Intertemporal Spillovers, and Efficiency

By: Alexander J. MacKay, Dennis Svartbäck and Anders G. Ekholm
Pricing technology that allows firms to rapidly adjust prices has two potential benefits. Time-varying prices can respond to high-frequency demand shocks to generate greater revenues, and they can also be used to smooth out demand to reduce costs. Using data... View Details
Keywords: Price; Consumer Behavior; Applications and Software; Volatility
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MacKay, Alexander J., Dennis Svartbäck, and Anders G. Ekholm. "Dynamic Pricing, Intertemporal Spillovers, and Efficiency." Harvard Business School Working Paper, No. 23-007, July 2022. (Revised December 2023.)
  • February 2018
  • Case

Root Capital and the Efficient Impact Frontier

By: Shawn Cole and Caitlin Reimers Brumme
In 2015 Root Capital, a pioneer in the impact investing space, began to explore how to more systematically integrate impact and financial management. After much deliberation, Root Capital landed on ex-ante rating system for any potential investment that produced a... View Details
Keywords: Measurement and Metrics; Investment; Finance; Performance Efficiency; Boston
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Cole, Shawn, and Caitlin Reimers Brumme. "Root Capital and the Efficient Impact Frontier." Harvard Business School Case 218-084, February 2018.
  • July 2021
  • Article

Energy Efficiency and Electricity Reliability

By: Eliana Carranza and Robyn C. Meeks
Overloaded electrical systems are a major source of unreliable power. Using a randomized saturation design, we estimate the impact of compact fluorescent lamps (CFLs) on electricity reliability and household electricity consumption in the Kyrgyz Republic. Greater... View Details
Keywords: Energy; Technology Adoption; Green Technology; Consumer Behavior; Utilities Industry; Kyrgyzstan
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Carranza, Eliana, and Robyn C. Meeks. "Energy Efficiency and Electricity Reliability." Review of Economics and Statistics 103, no. 3 (July 2021): 461–475.
  • January 2014
  • Article

Pareto Efficiency in Robust Optimization

By: Dan Iancu and Nikolaos Trichakis
This paper formalizes and adapts the well-known concept of Pareto efficiency in the context of the popular robust optimization (RO) methodology for linear optimization problems. We argue that the classical RO paradigm need not produce solutions that possess the... View Details
Keywords: Robust Optimization; Pareto Optimality; Resource Allocation; Game Theory
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Iancu, Dan, and Nikolaos Trichakis. "Pareto Efficiency in Robust Optimization." Management Science 60, no. 1 (January 2014): 130–147.
  • Article

Oracle Efficient Private Non-Convex Optimization

By: Seth Neel, Aaron Leon Roth, Giuseppe Vietri and Zhiwei Steven Wu
One of the most effective algorithms for differentially private learning and optimization is objective perturbation. This technique augments a given optimization problem (e.g. deriving from an ERM problem) with a random linear term, and then exactly solves it.... View Details
Keywords: Machine Learning; Algorithms; Objective Perturbation; Mathematical Methods
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Neel, Seth, Aaron Leon Roth, Giuseppe Vietri, and Zhiwei Steven Wu. "Oracle Efficient Private Non-Convex Optimization." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
  • Article

Non-verifiability, Costly Renegotiation, and Efficiency

By: Jerry R. Green and J. J. Laffont
We study the implications of the non verifiability of information for the allocation of resources and the bearing of risk in a two party relationship. We consider a two step approach. In step one the two parties define a non contingent contract which will be executed... View Details
Keywords: Negotiation
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Green, Jerry R., and J. J. Laffont. "Non-verifiability, Costly Renegotiation, and Efficiency." Annales d'économie et de statistique, no. 36 (October–December 1994): 81–95.
  • 2024
  • Working Paper

The Innovation Consequences of Judicial Efficiency

By: Jinhwan Kim, Tianshuo Shi and Rodrigo S. Verdi
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Kim, Jinhwan, Tianshuo Shi, and Rodrigo S. Verdi. "The Innovation Consequences of Judicial Efficiency." Working Paper, April 2024.
  • November–December 2014
  • Article

Fairness and Efficiency in Multiportfolio Optimization

By: Dan A. Iancu and Nikolaos Trichakis
We deal with the problem faced by a portfolio manager in charge of multiple accounts. We argue that because of market impact costs, this setting differs in several subtle ways from the classical (single account) case, with the key distinction being that the performance... View Details
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Iancu, Dan A., and Nikolaos Trichakis. "Fairness and Efficiency in Multiportfolio Optimization." Operations Research 62, no. 6 (November–December 2014): 1283–1301.
  • December 2000
  • Article

Efficient Risk Sharing: The Last Frontier

By: John W. Pratt
Keywords: Risk and Uncertainty
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Pratt, John W. "Efficient Risk Sharing: The Last Frontier." Management Science 46, no. 12 (December 2000): 1545–1553. (Japanese version, translated by Fumiko Seo, in Modeling and Decision Making in Ambiguous Environments, Fumiko Seo and Takao Fukuchi, eds., 2002 (Kyoto U. Press).)
  • Article

Operational Efficiency and Effective Management in the Catheterization Laboratory

By: Grant W. Reed, Michael L. Tushman and Samir R. Kapadia
Operational efficiency is a core business principle in which organizations strive to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from... View Details
Keywords: Cath Lab; Catheterization Laboratory; Health Care and Treatment; Performance Efficiency; Management; Performance Productivity; Cost Management; Health Industry
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Reed, Grant W., Michael L. Tushman, and Samir R. Kapadia. "Operational Efficiency and Effective Management in the Catheterization Laboratory." Journal of the American College of Cardiology 72, no. 20 (November 20, 2018): 2507–2517.
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