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      • Faculty Publications  (138)

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      • July 2021 (Revised October 2021)
      • Case

      Allianz Customer Centricity: Is Simplicity the Way Forward?

      By: Eva Ascarza and Emilie Billaud
      This case explores the tradeoffs between product personalization and simplicity as companies grow. The case presents an opportunity to understand whether and how each of these approaches enables and/or limits companies’ abilities to provide customer satisfaction while... View Details
      Keywords: Simplicity; Customer Focus and Relationships; Customization and Personalization; Customer Satisfaction; Performance Efficiency; Strategy; Insurance Industry; Europe; Germany
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      Ascarza, Eva, and Emilie Billaud. "Allianz Customer Centricity: Is Simplicity the Way Forward?" Harvard Business School Case 522-008, July 2021. (Revised October 2021.)
      • June 2021
      • Case

      Modern Endowment Management: Paula Volent and the Bowdoin Endowment

      By: Luis M. Viceira, Emily R. McComb and Dean Xu
      This case examines modern endowment investment management through the lens of a leadership transition between Chief Investment Officers (CIOs). In March 2021, Paula Volent is about to step down as the CIO of the endowment of Bowdoin College after twenty-one years, and... View Details
      Keywords: Investment Portfolio; Investment Banking; Growth Management; Investment Return; Capital Markets; Interest Rates; Competition; Cost Management; Risk Management; Financial Liquidity; Performance Evaluation
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      Viceira, Luis M., Emily R. McComb, and Dean Xu. "Modern Endowment Management: Paula Volent and the Bowdoin Endowment." Harvard Business School Case 221-101, June 2021.
      • 2021
      • Article

      The Virtues and Limitations of Dynamic Capabilities

      By: Bharat Anand and David J. Collis
      Dynamic capabilities have been identified as a key determinant of competitive advantage. This paper explores the foundations of dynamic capabilities, and the limits to their effectiveness, first theoretically and then through the case of Danaher, the most successful... View Details
      Keywords: Dynamic Capabilities; Danaher; Resources; Theory Of The Firm; Value-based Strategy; Organizations; Performance Effectiveness; Competitive Advantage; Strategy
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      Anand, Bharat, and David J. Collis. "The Virtues and Limitations of Dynamic Capabilities." Strategic Management Review 2, no. 1 (2021): 47–78.
      • January 2021
      • Case

      Rio Tinto Aluminum: Can Purpose Lead to Profit?

      By: David Fubini and Agastya Muthanna
      This case describes the tradeoffs Rio Tinto faces as it considers investments to ensure environmentally friendly, sustainability produced aluminum with the potential risks of competitive pricing and profit loses. View Details
      Keywords: Environmental Sustainability; Investment; Price; Competition; Profit; Cost vs Benefits; Mining Industry
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      Fubini, David, and Agastya Muthanna. "Rio Tinto Aluminum: Can Purpose Lead to Profit?" Harvard Business School Case 421-055, January 2021.
      • 2022
      • Working Paper

      Intertemporal Altruism

      By: Felix Chopra, Armin Falk and Thomas Graeber
      Most prosocial decisions involve intertemporal tradeoffs. Yet, the timing of prosocial utility flows is ambiguous and bypassed by most models of other-regarding preferences. We study the behavioral implications of the time structure of prosocial utility,... View Details
      Keywords: Altruism; Donation; Intertemporal Decision-making; Time Inconsistency
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      Chopra, Felix, Armin Falk, and Thomas Graeber. "Intertemporal Altruism." Working Paper, August 2022. (R&R at American Economic Journal Microeconomics.)
      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • August 2020
      • Article

      Leverage and the Beta Anomaly

      By: Malcolm Baker, Mathias F. Hoeyer and Jeffrey Wurgler
      The well-known weak empirical relationship between beta risk and the cost of equity—the beta anomaly—generates a simple tradeoff theory: As firms lever up, the overall cost of capital falls as leverage increases equity beta, but as debt becomes riskier the marginal... View Details
      Keywords: Risk Anomaly; Leverage; Capital Structure; Risk and Uncertainty
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      Baker, Malcolm, Mathias F. Hoeyer, and Jeffrey Wurgler. "Leverage and the Beta Anomaly." Journal of Financial and Quantitative Analysis 55, no. 5 (August 2020): 1491–1514.
      • April 2020 (Revised May 2020)
      • Case

      NTT DOCOMO's Race to 5G

      By: Juan Alcácer, Horst Melcher and Akiko Kanno
      The case, based on extensive interviews with NTT DOCOMO’s technology leaders, focuses on the opportunities and challenges that NTT DOCOMO faces with the launch of infrastructure and services for 5G wireless telecommunication technology. With higher data rates and... View Details
      Keywords: 5G; Mobile and Wireless Technology; Product Launch; Strategic Planning; Decision Making; Strategy; Telecommunications Industry; Technology Industry
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      Alcácer, Juan, Horst Melcher, and Akiko Kanno. "NTT DOCOMO's Race to 5G." Harvard Business School Case 720-413, April 2020. (Revised May 2020.)
      • March 2020
      • Case

      Cafe Kenya

      By: Lynda M. Applegate and James T. Kindley
      This case describes Café Kenya (CK), a Kenyan-based chain of casual quick-food restaurants. The chain was started in 2011 in Nairobi by Nekesa Kuria. Kuria started Café Kenya and grew it by reinvesting profits into company stores and through franchising. She also... View Details
      Keywords: Restaurants; Entrepreneurship; Business Startups; Growth and Development Strategy; Kenya
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      Applegate, Lynda M., and James T. Kindley. "Cafe Kenya." Harvard Business School Brief Case 920-551, March 2020.
      • March 2020
      • Case

      A Tower for the People: 425 Park Avenue

      By: John Macomber, Joseph G. Allen and Emily Jones
      Healthy buildings and superior air quality are increasingly important since people now spend so much time indoors. Indoor spaces drive performance and productivity. Commercial real estate landlords and investors are responding to the demands of sophisticated tenants... View Details
      Keywords: Health And Wellness; Real Estate; Sustainability; Health; Pollution; Buildings and Facilities; Performance Productivity; Finance; Real Estate Industry; New York (city, NY)
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      Macomber, John, Joseph G. Allen, and Emily Jones. "A Tower for the People: 425 Park Avenue." Harvard Business School Case 220-065, March 2020.
      • February 2020 (Revised January 2022)
      • Case

      Mission Related Investments at the Ford Foundation (A)

      By: Shawn Cole, Michael Norris and T. Robert Zochowski
      In 2017, Darren Walker, president of the Ford Foundation, one of the largest philanthropic foundations in the world, was preparing to meet with his board of directors to discuss beginning a mission related investments (MRI) program. Walker hoped to devote $1 billion of... View Details
      Keywords: Mission-Related Investing; Philanthropy; Foundation; Endowments; Socially Responsible Investing; Investment; Institutional Investing; Investment Activism; Governance; Corporate Social Responsibility and Impact; Mission and Purpose; Social Enterprise; Philanthropy and Charitable Giving; United States; New York (city, NY)
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      Cole, Shawn, Michael Norris, and T. Robert Zochowski. "Mission Related Investments at the Ford Foundation (A)." Harvard Business School Case 220-026, February 2020. (Revised January 2022.)
      • 2020
      • Working Paper

      Cutting the Gordian Knot of Employee Health Care Benefits and Costs: A Corporate Model Built on Employee Choice

      By: Regina E. Herzlinger and Barak D. Richman
      The U.S. employer-based health insurance tax exclusion created a system of employer-sponsored insurance (ESI) with limited insurance choices and transparency that may lock employed households into health plans that are costlier or different from those they prefer to... View Details
      Keywords: After-tax Income; Consumer-driven Health Care; Health Care Costs; Health Insurance; Income Inequality; Tax Policy; Health Care and Treatment; Cost; Insurance; Employees; Income; Taxation; Policy; United States
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      Herzlinger, Regina E., and Barak D. Richman. "Cutting the Gordian Knot of Employee Health Care Benefits and Costs: A Corporate Model Built on Employee Choice." Duke Law School Public Law & Legal Theory Series, No. 2020-4, December 2019. (Revised January 2021.)
      • June 2019
      • Case

      Rachael Ray: Cooking Up a Brand

      By: Boris Groysberg, Robin Abrahams and Kerry Herman
      Rachael Ray built a remarkable career and brand, first as a cooking personality, and then as a lifestyle maven. This case explores her early career, decisions taken along the way, and the successes she achieved in publishing, television and as a spokesperson. As her... View Details
      Keywords: Personal Development and Career; Decision Choices and Conditions; Brands and Branding; Entrepreneurship
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      Groysberg, Boris, Robin Abrahams, and Kerry Herman. "Rachael Ray: Cooking Up a Brand." Harvard Business School Case 419-022, June 2019.
      • February 2019
      • Technical Note

      Can Multiunit Organizations Remain Agile as They Grow?

      By: Tatiana Sandino
      This note discusses how multiunit organizations incorporate flexibility into their management control systems, some by authorizing all or a select number of their dispersed units to make input and process decisions, some by investing in data-analytic technologies to... View Details
      Keywords: Management Control Systems; Flexibility; Management Systems; Business Units; Decision Making
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      Sandino, Tatiana. "Can Multiunit Organizations Remain Agile as They Grow?" Harvard Business School Technical Note 119-067, February 2019.
      • January 4, 2019
      • Article

      How Companies Can Balance Social Impact and Financial Goals

      By: Marya L. Besharov, Wendy K. Smith and Michael Tushman
      It’s notoriously difficult for a business to manage two separate-but-equal goals—making money and creating social value at the same time, for example, or managing an existing business at the same time that you invent a new one. Most attempts at managing these... View Details
      Keywords: Goals and Objectives; Management; Corporate Social Responsibility and Impact; Profit; Decision Making
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      Besharov, Marya L., Wendy K. Smith, and Michael Tushman. "How Companies Can Balance Social Impact and Financial Goals." Harvard Business Review (website) (January 4, 2019).
      • 2019
      • Article

      An Empirical Study of Rich Subgroup Fairness for Machine Learning

      By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
      Keywords: Machine Learning; Fairness; AI and Machine Learning
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      Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
      • December 2018 (Revised May 2019)
      • Case

      Darling Ingredients International

      By: David E. Bell and Natalie Kindred
      Led by CEO Randall Stuewe, Texas-based Darling Ingredients International was a rendering firm with $3.7 billion in 2017 revenues. Since 2003, Darling had transformed from U.S. focused into a global player in the processing of biological waste from meat and foodservice... View Details
      Keywords: Darling; Ingredients; Stuewe; Rendering; Animal Byproducts; Used Cooking Oil; UCO; Diamond Green Diesel; DGD; Valero; Renewable Diesel; Biofuel; Recycling; Carbon; LCFS; Blend; Blender; Strategy; Corporate Strategy; Renewable Energy; Food; Agribusiness; Expansion; Diversification; Growth Management; Technological Innovation; Policy; Government Legislation; Agriculture and Agribusiness Industry; Energy Industry; Food and Beverage Industry; United States; Louisiana; California; Texas
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      Bell, David E., and Natalie Kindred. "Darling Ingredients International." Harvard Business School Case 519-048, December 2018. (Revised May 2019.)
      • 2018
      • Chapter

      The Orphan Drug Act at 35: Observations and an Outlook for the Twenty-First Century

      By: Nicholas Bagley, Benjamin Berger, Amitabh Chandra, Craig Garthwaite and Ariel Dora Stern
      On the 35th anniversary of the adoption of the Orphan Drug Act (ODA), we describe the enormous changes in the markets for therapies for rare diseases that have emerged over recent decades. The most prominent example is the fact that the profit-maximizing price of new... View Details
      Keywords: Health Care and Treatment; Laws and Statutes; Research and Development; Investment; Markets; Monopoly
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      Bagley, Nicholas, Benjamin Berger, Amitabh Chandra, Craig Garthwaite, and Ariel Dora Stern. "The Orphan Drug Act at 35: Observations and an Outlook for the Twenty-First Century." Chap. 4 in Innovation Policy and the Economy, Volume 19, edited by Josh Lerner and Scott Stern, 97–137. University of Chicago Press, 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.)
      • March 2018
      • Case

      University Hospitals Cleveland Medical Center: Managing Capacity in Neurology

      By: Joel Goh, Robert S. Huckman and Nikhil Sahni
      In December 2014, Dr. Anthony Furlan, chair of the Department of Neurology at University Hospitals Cleveland Medical Center (UH), faced a mandate from the hospital’s executive leadership team. Specifically, all UH departments were directed to take steps within six... View Details
      Keywords: Health Care; Hospitals; Capacity Planning; Scheduling; Health Care and Treatment; Service Operations; Performance Capacity; Health Industry; North America; United States; Ohio; Cleveland
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      Goh, Joel, Robert S. Huckman, and Nikhil Sahni. "University Hospitals Cleveland Medical Center: Managing Capacity in Neurology." Harvard Business School Case 618-062, March 2018.
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