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      • January 2019 (Revised December 2019)
      • Case

      CrossBoundary Energy

      By: John Macomber
      Almost 500 million people are without electricity in sub-Saharan Africa. Governments and public utilities are challenged to bring generation and distribution to most of them. Considerable promise exists in “off-grid” or “mini-grid” technologies, notably using renewable... View Details
      Keywords: Energy Investing; Economic Development; Renewable Energy; Business Growth and Maturation; Developing Countries and Economies; Project Finance; Emerging Markets; Industry Structures; Infrastructure; Segmentation; Private Equity; Decision Choices and Conditions; Utilities Industry; Utilities Industry; Africa; Tanzania; Ghana
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      Macomber, John. "CrossBoundary Energy." Harvard Business School Case 219-089, January 2019. (Revised December 2019.)
      • 2019
      • Working Paper

      Immigrant Networking and Collaboration: Survey Evidence from CIC

      By: Sari Pekkala Kerr and William R. Kerr
      Networking and the giving and receiving of advice outside of one’s own firm are important features of entrepreneurship and innovation. We study how immigrants and natives utilize the potential networking opportunities provided by CIC, formerly known as the Cambridge... View Details
      Keywords: Immigrants; Networking; Advice; Entrepreneurs; Inventors; Start-up Employees; Venturing; Co-working; Agglomeration; Immigration; Entrepreneurship; Networks; Innovation and Invention; Social and Collaborative Networks
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      Kerr, Sari Pekkala, and William R. Kerr. "Immigrant Networking and Collaboration: Survey Evidence from CIC." Harvard Business School Working Paper, No. 19-078, January 2019.
      • Article

      Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

      By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
      Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
      Keywords: Differential Privacy; Empirical Risk Minimization; Accuracy First
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      Ligett, Katrina, Seth Neel, Aaron Leon Roth, Bo Waggoner, and Steven Wu. "Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM." Journal of Privacy and Confidentiality 9, no. 2 (2019).
      • November 2018
      • Case

      Swissgrid: Enterprise Risk Management in a Digital Age

      By: Robert S. Kaplan and Anette Mikes
      Kurt Meyer, chief risk officer of Swissgrid, the Swiss national electricity transmission system operator, reflects on the risk management system he installed after the deregulation and liberalization of the European energy market. With 41 connections to other European... View Details
      Keywords: Enterprise Risk Management; Energy Transmission; Risk and Uncertainty; Risk Management; Energy; Utilities Industry; Utilities Industry; Switzerland
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      Kaplan, Robert S., and Anette Mikes. "Swissgrid: Enterprise Risk Management in a Digital Age." Harvard Business School Case 119-045, November 2018.
      • August 2018 (Revised September 2018)
      • Supplement

      Predicting Purchasing Behavior at PriceMart (B)

      By: Srikant M. Datar and Caitlin N. Bowler
      Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the... View Details
      Keywords: Data Science; Analytics and Data Science; Analysis; Customers; Household; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (B)." Harvard Business School Supplement 119-026, August 2018. (Revised September 2018.)
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (C): Gradient Boosting & Payoff Matrix

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details
      Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
      • July 2018 (Revised July 2018)
      • Teaching Note

      Argentina Power—Don’t Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      Teaching Note for HBS No. 218-041. This case concerns a complex potential energy infrastructure investment in Argentina by a global conglomerate shortly after Mauricio Macri (“Macri”) became President of Argentina in 2015. The central issues are (i) why was a country... View Details
      Keywords: Argentina; Argentine Exceptionalism; Infrastructure Finance; Investing; Finance; Inflation and Deflation; Government and Politics; Energy Generation; Infrastructure; Utilities Industry; Utilities Industry; Utilities Industry; Argentina; South America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don’t Cry for Me Argentina." Harvard Business School Teaching Note 219-010, July 2018. (Revised July 2018.)
      • July 2018 (Revised January 2021)
      • Case

      RunKeeper

      By: Shikhar Ghosh and Shweta Bagai
      The case examines the focus of an early stage company and how venture capital can distort a founder’s view. It encompasses issues such as financing, understanding the founders’ definition of success/failure, defining and pivoting a business model, and determining the... View Details
      Keywords: Early Stage Funding; Pivot; Entrepreneurship; Venture Capital; Business Model; Health Industry
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      Ghosh, Shikhar, and Shweta Bagai. "RunKeeper." Harvard Business School Case 819-020, July 2018. (Revised January 2021.)
      • June 2018
      • Article

      The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World

      By: Anais Thibault Landry and A.V. Whillans
      How can workplace rewards promote employee well-being and engagement? To answer these questions, we utilized self-determination theory to examine whether reward satisfaction predicted employee well-being, job satisfaction, intrinsic motivation, and affective... View Details
      Keywords: Workplace; Rewards; Motivation; Employees; Satisfaction; Motivation and Incentives; Welfare
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      Landry, Anais Thibault, and A.V. Whillans. "The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World." Compensation & Benefits Review 50, no. 3 (June 2018): 123–148.
      • May 2018 (Revised October 2018)
      • Case

      Argentina Power—Don't Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate... View Details
      Keywords: Cross Border; Energy Markets; Infrastructure Finance; Infrastructure Development; Business Subsidiaries; Business Cycles; Macroeconomics; Energy Generation; International Finance; Project Finance; Government and Politics; Demand and Consumers; Infrastructure; Utilities Industry; Utilities Industry; Utilities Industry; Argentina; Latin America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don't Cry for Me Argentina." Harvard Business School Case 218-041, May 2018. (Revised October 2018.)
      • April 2018 (Revised July 2018)
      • Case

      Maersk: Betting on Blockchain

      By: Rajiv Lal and Scott Johnson
      In March 2018, international shipping giant Maersk is getting ready to debut a trade digitization platform. Maersk hopes the platform will help streamline global trade since shipping goods internationally is an extraordinarily complicated and inefficient process.... View Details
      Keywords: Maersk; IBM; Blockchain; Shipping; Shipping Line; Trade; Bitcoin; Digitization; Container Shipping; Joint Ventures; Ship Transportation; Transportation Networks; Digital Platforms; Information Technology; Technology Adoption; Applications and Software; Shipping Industry; Technology Industry
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      Lal, Rajiv, and Scott Johnson. "Maersk: Betting on Blockchain." Harvard Business School Case 518-089, April 2018. (Revised July 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
      • Article

      How Context Affects Choice

      By: Raphael Thomadsen, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir and Wendy Wood
      Due to its origins in the literature on judgment and decision-making, context effects in marketing are construed exclusively in terms of how choices deviate from utility maximization principles as a function of how choices are presented (e.g., framing, sequence,... View Details
      Keywords: Decision Making; Decision Choices and Conditions; Situation or Environment; Consumer Behavior
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      Thomadsen, Raphael, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir, and Wendy Wood. "How Context Affects Choice." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 3–14.
      • Article

      Strategy-Proofness of Worker-Optimal Matching with Continuously Transferable Utility

      By: Ravi Jagadeesan, Scott Duke Kominers and Ross Rheingans-Yoo
      We give a direct proof of one-sided strategy-proofness for worker-firm matching under continuously transferable utility. A new “Lone Wolf” theorem (Jagadeesan et al., 2017) for settings with transferable utility allows us to adapt the method of proving one-sided... View Details
      Keywords: Matching; Strategy-proofness; Lone Wolf Theorem; Rural Hospitals Theorem; Mechanism Design; Marketplace Matching
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      Jagadeesan, Ravi, Scott Duke Kominers, and Ross Rheingans-Yoo. "Strategy-Proofness of Worker-Optimal Matching with Continuously Transferable Utility." Games and Economic Behavior 108 (March 2018): 287–294.
      • February 2018 (Revised May 2019)
      • Case

      CEWD: Closing the Skills Gap

      By: William Kerr, Michael Norris and Manjari Raman
      In 2018, Ann Randazzo, executive director of the Center for Energy Workforce Development (CEWD) is assessing the organization’s performance since its 2006 founding. Founded to address an imminent retirement bubble of middle skills workers in the utilities industry,... View Details
      Keywords: Workforce Development; Industry Cooperation; Skills Gap; Middle Skills; Training; Strategic Planning; Competency and Skills; Utilities Industry; United States
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      Kerr, William, Michael Norris, and Manjari Raman. "CEWD: Closing the Skills Gap." Harvard Business School Case 818-081, February 2018. (Revised May 2019.)
      • 2017
      • Working Paper

      Lone Wolves in Competitive Equilibria

      By: Ravi Jagadeesan, Scott Duke Kominers and Ross Rheingans-Yoo
      This paper develops a class of equilibrium-independent predictions of competitive equilibrium with indivisibilities. Specifically, we prove an analogue of the “Lone Wolf Theorem” of classical matching theory, showing that when utility is perfectly transferable, any... View Details
      Keywords: Indivisibilities; Matching; Lone Wolf Theorem; Marketplace Matching; Theory
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      Jagadeesan, Ravi, Scott Duke Kominers, and Ross Rheingans-Yoo. "Lone Wolves in Competitive Equilibria." Harvard Business School Working Paper, No. 18-055, January 2018.
      • December 2017 (Revised December 2018)
      • Case

      OCP Group

      By: Kristin Fabbe, Forest Reinhardt, Natalie Kindred and Alpana Thapar
      This case explores the strategy of OCP Group, the 95% state-owned Moroccan firm charged with managing the North African country’s vast reserves of phosphate. Phosphate was one of the most vital macronutrients for plant health, along with nitrogen and potassium, and... View Details
      Keywords: OCP; OCP Group; Casablanca; Chemicals; Operations; Transformation; Competitive Strategy; Competitive Advantage; Chemical Industry; Morocco
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      Fabbe, Kristin, Forest Reinhardt, Natalie Kindred, and Alpana Thapar. "OCP Group." Harvard Business School Case 718-002, December 2017. (Revised December 2018.)
      • Article

      Describing Wait Time Bottlenecks for ED Patients Undergoing Head CT

      By: Jonathan G. Rogg, Robert S. Huckman, Michael Lev, Ali Raja, Yuchiao Chang and Benjamin White
      Study objectives: Facing increased utilization and subsequent capacity and budget constraints, EDs must better understand bottlenecks and their effect on process flow to improve process efficiency. The primary objective of this study was to identify bottlenecks in... View Details
      Keywords: Health Care; Bottleneck; Health Care and Treatment; Operations; Health Industry; United States
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      Rogg, Jonathan G., Robert S. Huckman, Michael Lev, Ali Raja, Yuchiao Chang, and Benjamin White. "Describing Wait Time Bottlenecks for ED Patients Undergoing Head CT." American Journal of Emergency Medicine 35, no. 10 (October 2017): 1510–1513.
      • September 2017
      • Article

      Time-Driven Activity-Based Costing to Estimate Cost of Care at Multidisciplinary Aerodigestive Centers

      By: Robert S. Kaplan, Jordan A. Garcia, Bipin Mistry, Stephen Hardy, Mary Shannon Fracchia, Cheryl Hersh, Carissa Wentland, Joseph Vadakekalam and Christopher J. Hartnick
      Time-driven activity-based costing was used to estimate the cost of care for patients with laryngeal cleft seen between 2008 and 2013 at the Massachusetts Eye and Ear Infirmary Pediatric Aerodigestive Center. Retrospective chart review was performed to identify clinic... View Details
      Keywords: Time-Driven Activity-Based Costing; Activity Based Costing and Management; Health Care and Treatment
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      Kaplan, Robert S., Jordan A. Garcia, Bipin Mistry, Stephen Hardy, Mary Shannon Fracchia, Cheryl Hersh, Carissa Wentland, Joseph Vadakekalam, and Christopher J. Hartnick. "Time-Driven Activity-Based Costing to Estimate Cost of Care at Multidisciplinary Aerodigestive Centers." The Laryngoscope 127, no. 9 (September 2017).
      • August 2017 (Revised December 2017)
      • Case

      Accounting for Nuclear Power Provisions at RWE

      By: Paul Healy and Jonas Heese
      In early 2016, RWE, a utility that operates nuclear power plants in Germany, came under scrutiny from regulators and the media over the adequacy of its provisions for costs of decommissioning and dismantling (D&D) its nuclear power plants. Accounting standards required... View Details
      Keywords: Liabilities; Provisions For Long-term Obligations; Discounting; Accounting; Energy Generation; Energy Industry; Germany
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      Healy, Paul, and Jonas Heese. "Accounting for Nuclear Power Provisions at RWE." Harvard Business School Case 118-013, August 2017. (Revised December 2017.)
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