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      • Faculty Publications  (185)

      Performance EfficiencyRemove Performance Efficiency →

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      • Article

      How to Use Heuristics for Differential Privacy

      By: Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      We develop theory for using heuristics to solve computationally hard problems in differential privacy. Heuristic approaches have enjoyed tremendous success in machine learning, for which performance can be empirically evaluated. However, privacy guarantees cannot be... View Details
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      Neel, Seth, Aaron Leon Roth, and Zhiwei Steven Wu. "How to Use Heuristics for Differential Privacy." Proceedings of the IEEE Annual Symposium on Foundations of Computer Science (FOCS) 60th (2019).
      • October 2019
      • Case

      Leading Bank Leumi into the Future

      By: Joshua D. Margolis, Allison M. Ciechanover, Nicole Keller and Danielle Golan
      An unlikely but highly effective leader of a traditional bank, Rakefet Russak-Aminoach, simultaneously leads a classic change effort and an unconventional effort to innovate. She focuses her initial energy on making the bank more efficient in the face of industry... View Details
      Keywords: Mobile Banking; Digital Banking; Fintech; Startup; Financial Services; Artificial Intelligence; Innovation; Efficiency; Organizational Change; Personal Development; Female Ceo; Banks and Banking; Mobile and Wireless Technology; Leadership; Organizational Change and Adaptation; Innovation and Invention; Disruption; Information Technology; Opportunities; Performance Effectiveness; Personal Development and Career; AI and Machine Learning; Financial Services Industry; Banking Industry; Israel
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      Margolis, Joshua D., Allison M. Ciechanover, Nicole Keller, and Danielle Golan. "Leading Bank Leumi into the Future." Harvard Business School Case 420-063, October 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–April 2019
      • Article

      Operational Transparency: Make Your Processes Visible to Customers and Your Customers Visible to Employees

      By: Ryan W. Buell
      Conventional wisdom holds that the more contact an operation has with its customers, the less efficiently it will run. But when customers are partitioned away from the operation, they are less likely to fully understand and appreciate the work going on behind the... View Details
      Keywords: Operational Transparency; Customers; Services; Operations; Customer Focus and Relationships; Employees; Customer Satisfaction; Behavior; Service Industry
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      Buell, Ryan W. "Operational Transparency: Make Your Processes Visible to Customers and Your Customers Visible to Employees." R1902H. Harvard Business Review 97, no. 4 (March–April 2019): 102–113.
      • 2019
      • Article

      Fair Algorithms for Learning in Allocation Problems

      By: Hadi Elzayn, Shahin Jabbari, Christopher Jung, Michael J Kearns, Seth Neel, Aaron Leon Roth and Zachary Schutzman
      Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. loans or police officers) amongst several groups, in order to maximize some objective (e.g. loans given that are repaid, or criminals that are apprehended).... View Details
      Keywords: Allocation Problems; Algorithms; Fairness; Learning
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      Elzayn, Hadi, Shahin Jabbari, Christopher Jung, Michael J Kearns, Seth Neel, Aaron Leon Roth, and Zachary Schutzman. "Fair Algorithms for Learning in Allocation Problems." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 170–179.
      • 2019
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity

      By: Carliss Y. Baldwin
      This is the first chapter in Part 3. Its purpose is to contrast the value structure of platform systems with step processes from a technological perspective. I first review the basic technical architecture of computers and argue that every computer is inherently a... View Details
      Keywords: Platform Systems; Step Processes; Computer Architecture; Modularity; Information Technology; Digital Platforms
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity." Harvard Business School Working Paper, No. 19-073, January 2019.
      • November 2018
      • Case

      Komatsu Komtrax: Asset Tracking Meets Demand Forecasting

      By: Willy Shih, Paul Hong and YoungWon Park
      Komatsu's Komtrax system started as a way of remotely monitoring and tracking equipment for the purpose of improving operational efficiency. This case follows its evolution towards other uses including demand forecasting for its sales, marketing, and production... View Details
      Keywords: Big Data; Manufacturing; Manufacturing Industry; Data Strategy; Internet Of Things; Construction; Production; Analytics and Data Science; Strategy; Performance Efficiency; Forecasting and Prediction; Industrial Products Industry; Construction Industry; Japan
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      Shih, Willy, Paul Hong, and YoungWon Park. "Komatsu Komtrax: Asset Tracking Meets Demand Forecasting." Harvard Business School Case 619-022, November 2018.
      • November–December 2018
      • Article

      Online Network Revenue Management Using Thompson Sampling

      By: Kris J. Ferreira, David Simchi-Levi and He Wang
      We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details
      Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods
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      Ferreira, Kris J., David Simchi-Levi, and He Wang. "Online Network Revenue Management Using Thompson Sampling." Operations Research 66, no. 6 (November–December 2018): 1586–1602.
      • 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.
      • September 2018
      • Teaching Note

      City Year at 30: Toward Long-Term Impact

      By: Rosabeth Moss Kanter and Jonathan Cohen
      This teaching note assists in the classroom instruction of the HBS No. 318-089, “City Year at 30: Toward Long-Term Impact.” It offers to instructors a case summary and analysis, along with student preparation questions and a guide for classroom discussion of the case.... View Details
      Keywords: Scaling; Education Entrepreneurship; Education; Service Operations; Nonprofit Organizations; Growth and Development Strategy; Performance Efficiency; Resource Allocation; Change Management; Social Entrepreneurship; Middle School Education; Secondary Education; Philanthropy and Charitable Giving; Human Capital; Growth Management; Service Delivery; Organizational Design; Social Enterprise; Poverty; United States
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "City Year at 30: Toward Long-Term Impact." Harvard Business School Teaching Note 319-040, September 2018.
      • September 2018
      • Article

      Discretionary Task Ordering: Queue Management in Radiological Services

      By: Maria Ibanez, Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
      Work-scheduling research typically prescribes task sequences implemented by managers. Yet employees often have discretion to deviate from their prescribed sequence. Using data from 2.4 million radiological diagnoses, we find that doctors prioritize similar tasks... View Details
      Keywords: Discretion; Scheduling; Queue; Healthcare; Learning; Experience; Decentralization; Operations; Service Operations; Service Delivery; Performance; Performance Effectiveness; Performance Efficiency; Performance Improvement; Performance Productivity; Decisions; Time Management; Cost vs Benefits; Health Industry
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      Ibanez, Maria, Jonathan R. Clark, Robert S. Huckman, and Bradley R. Staats. "Discretionary Task Ordering: Queue Management in Radiological Services." Management Science 64, no. 9 (September 2018): 4389–4407. (Working paper available here. Winner of the 2017 Best Paper Competition of the POMS College of Healthcare Operations Management. Featured in Forbes, Quartz, and Inc.)
      • June 2018
      • Case

      Feeding America (A)

      By: Scott Duke Kominers and Alan Lam
      This case describes how Feeding America, the third-largest nonprofit organization in the U.S., designed a marketplace for allocating donated food across its network of food banks. It considers the promises and pitfalls of using market-based allocation in the context of... View Details
      Keywords: Social Enterprise; Nonprofit Organizations; Food; Resource Allocation; Fairness; Performance Efficiency; United States
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      Kominers, Scott Duke, and Alan Lam. "Feeding America (A)." Harvard Business School Case 818-130, June 2018.
      • June 2018
      • Supplement

      Feeding America (B)

      By: Scott Duke Kominers and Alan Lam
      Supplements the (A) case. View Details
      Keywords: Social Enterprise; Nonprofit Organizations; Food; Resource Allocation; Fairness; Performance Efficiency; United States
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      Kominers, Scott Duke, and Alan Lam. "Feeding America (B)." Harvard Business School Supplement 818-131, June 2018.
      • Article

      Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      Omnichannel environments where customers shop online and offline at the same retailer are ubiquitous and are deployed by online-first and traditional retailers alike. We focus on the relatively understudied domain of online-first retailers and the engagement of a key... View Details
      Keywords: Experience Attributes; Marketing–operations Interface; Omnichannel Retailing; Quasi-experimental Methods; Retail Operations; Showrooms; Marketing Channels; Demand and Consumers; Performance Efficiency; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits." Management Science 64, no. 4 (April 2018): 1629–1651. (Winner of the 2014 POMS Applied Research Challenge. Workshop on Information Systems Economics Overall Best Paper Award 2014.)
      • March 2018
      • Article

      Hospital Budget Systems are Holding Back Innovation

      By: Robert S. Kaplan, Michael S. Jellinek and Derek A. Haas
      Nearly 800 digital health startups were funded in 2017, an all-time high. Each of the new companies offers the hope of transforming the performance of the U.S. health care system. The audience for such innovation wants to be receptive: A recent American Hospital... View Details
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      Kaplan, Robert S., Michael S. Jellinek, and Derek A. Haas. "Hospital Budget Systems are Holding Back Innovation." Special Issue on HBR Insight Center: Health Care's New Frontier. Harvard Business Review (website) (March 2018).
      • March 2018 (Revised June 2018)
      • Case

      City Year at 30: Toward Long-Term Impact

      By: Rosabeth Moss Kanter and James Weber
      In 2018, City Year was a 30-year-old nonprofit that recruited and organized teams of young-adult “volunteers” (corps teams) to provide a year of citizen service. It had 3,100 corps members serving in 327 schools located in 28 U.S. cities. In its early decades, City... View Details
      Keywords: Education; Service Operations; Nonprofit Organizations; Growth and Development Strategy; Performance Efficiency; Resource Allocation; Change Management; Social Entrepreneurship; Middle School Education; Secondary Education; Philanthropy and Charitable Giving; Human Capital; Growth Management; Service Delivery; Organizational Design; Social Enterprise; Poverty; United States
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      Kanter, Rosabeth Moss, and James Weber. "City Year at 30: Toward Long-Term Impact." Harvard Business School Case 318-089, March 2018. (Revised June 2018.)
      • March 2018
      • Case

      EKOL Logistics: Thinking Outside the Box

      By: Willy C. Shih and Esel Çekin
      This case describes Ekol, an intermodal transportation and logistics company, and how it manages capacity planning. Its busiest routes linked motor vehicle assemblers in Germany and Turkey with many of their parts suppliers, but it had also developed key links in... View Details
      Keywords: Growth And Development; Strategy; Intermodal Transportation; Short-sea Transportation; Capacity Management; Capacity Planning; Delivery Planning; Route Optimization; Car Spare Part; Auto Manufacturing; Automotive Supply Chain; Europe; Turkey; Service Design; Fast Fashion; Near-shoring; Supply Chain; Supply Chain Management; Operations; Performance Capacity; Performance Efficiency; Logistics; Transportation Industry; Auto Industry; Turkey; Germany; Spain; European Union; Europe
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      Shih, Willy C., and Esel Çekin. "EKOL Logistics: Thinking Outside the Box." Harvard Business School Case 618-037, March 2018.
      • March 2018 (Revised July 2018)
      • Case

      Whole Foods Under Amazon

      By: Dennis Campbell, Tatiana Sandino, James Barnett and Christine Snively
      In August 2017, Amazon acquired Whole Foods Market for $13.7 billion. Whole Foods was struggling with high costs and faced growing competition from traditional supermarkets offering more organic products. Prior to the acquisition, Whole Foods began rolling out a new... View Details
      Keywords: Performance Efficiency; Performance Improvement; Employee Relationship Management; Acquisition; Change Management; Food and Beverage Industry; Retail Industry
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      Campbell, Dennis, Tatiana Sandino, James Barnett, and Christine Snively. "Whole Foods Under Amazon." Harvard Business School Case 118-074, March 2018. (Revised July 2018.)
      • 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.
      • January 2018 (Revised January 2020)
      • Case

      People Analytics at McKinsey

      By: Jeffrey T. Polzer and Olivia Hull
      A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details
      Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry
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      Polzer, Jeffrey T., and Olivia Hull. "People Analytics at McKinsey." Harvard Business School Case 418-023, January 2018. (Revised January 2020.)
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