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      • July 2020
      • Case

      Applying Data Science and Analytics at P&G

      By: Srikant M. Datar, Sarah Mehta and Paul Hamilton
      Set in December 2019, this case explores how P&G has applied data science and analytics to cut costs and improve outcomes across its business units. The case provides an overview of P&G’s approach to data management and governance, and reviews the challenges associated... View Details
      Keywords: Data Science; Analytics; Analysis; Information; Information Management; Information Types; Innovation and Invention; Strategy; Analytics and Data Science; Consumer Products Industry; United States; Ohio
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      Datar, Srikant M., Sarah Mehta, and Paul Hamilton. "Applying Data Science and Analytics at P&G." Harvard Business School Case 121-006, July 2020.
      • Article

      Active World Model Learning with Progress Curiosity

      By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
      World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal... View Details
      Keywords: World Models; Mathematical Methods
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      Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
      • July 2020
      • Article

      Healthy Business? Managerial Education and Management in Healthcare

      By: Nicholas Bloom, Renata Lemos, Raffaella Sadun and John Van Reenen
      We investigate the link between hospital performance and managerial education by collecting a large database of management practices and skills in hospitals across nine countries. We find that hospitals that are closer to universities offering both medical education... View Details
      Keywords: Management; Hospitals; Mortality; Education; Health Care and Treatment; Performance Improvement; Business Education; Management Practices and Processes
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      Bloom, Nicholas, Renata Lemos, Raffaella Sadun, and John Van Reenen. "Healthy Business? Managerial Education and Management in Healthcare." Review of Economics and Statistics 102, no. 3 (July 2020): 506–517.
      • June 2020
      • Case

      TransDigm: The Acquisition of Aerosonic Corp.

      By: Benjamin C. Esty and Daniel W. Fisher
      In April 2013, TransDigm, a company that manufactured a wide range of highly engineered aerospace parts for both military and commercial aircraft, announced an agreement to acquire Aerosonic Corporation for $39 million in cash (1.2 times Aerosonic’s sales of $31... View Details
      Keywords: Mergers and Acquisitions; Growth Management; Business Strategy; Competitive Strategy; Value Creation; Valuation; Negotiation; Cash Flow; Contracts; Aerospace Industry; Air Transportation Industry; United States
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      Esty, Benjamin C., and Daniel W. Fisher. "TransDigm: The Acquisition of Aerosonic Corp." Harvard Business School Case 720-480, June 2020.
      • June 2020
      • Teaching Note

      The New LAX: Ready for Takeoff?

      By: Boris Groysberg, Carin-Isabel Knoop, Kerry Herman and Amy Klopfenstein
      This teaching note serves as a supplement to “The New LAX: Ready for Takeoff?” HBS 420-025. View Details
      Keywords: Change; Change Management; Transformation; Leadership; Leading Change; Leadership Style; Management; Management Practices and Processes; Management Succession; Organizations; Organizational Culture; Organizational Change and Adaptation; Mission and Purpose; Strategy; Alignment; Transportation; Air Transportation; Transportation Networks; Air Transportation Industry; North and Central America; United States; California; Los Angeles
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      Groysberg, Boris, Carin-Isabel Knoop, Kerry Herman, and Amy Klopfenstein. "The New LAX: Ready for Takeoff?" Harvard Business School Teaching Note 420-091, June 2020.
      • June 2, 2020
      • Article

      How to 'Re-engineer' Your Business for Safety

      By: Hubert Joly
      Process reengineering was a massive trend in the 1990s. By focusing on improving either cost, quality, or service, a company could gain benefits in all three categories. Today, the principles that underpin process reengineering can be applied anew, with safety as a... View Details
      Keywords: Re-engineering; COVID; Safety; Performance Improvement; Organizational Change and Adaptation
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      Joly, Hubert. "How to 'Re-engineer' Your Business for Safety." Harvard Business Review Digital Articles (June 2, 2020).
      • June 2020
      • Article

      How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

      By: Maria Ibanez and Michael W. Toffel
      Accuracy and consistency are critical for inspections to be an effective, fair, and useful tool for assessing risks, quality, and suppliers—and for making decisions based on those assessments. We examine how inspector schedules could introduce bias that erodes... View Details
      Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Governing Rules, Regulations, and Reforms
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      Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Management Science 66, no. 6 (June 2020): 2396–2416. (Revised February 2019. Featured in Harvard Business Review, Forbes, Food Safety Magazine, Food Safety News, and KelloggInsight. (2020 MSOM Responsible Research Finalist.))
      • June 2020
      • Article

      Overcoming Barriers to Early Disease Intervention

      By: H. Hugo Caicedo, Daniel A. Hashimoto, Julio C. Caicedo, Alex Pentland and Gary P. Pisano
      It is widely acknowledged that earlier intervention in many disease processes leads to better patient outcomes and lower treatment costs. To date, most efforts at early disease intervention have focused on "primary prevention" which focuses on preventing diseases in... View Details
      Keywords: Secondary Prevention; Barriers To Response; Health Disorders; Health Care and Treatment
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      Caicedo, H. Hugo, Daniel A. Hashimoto, Julio C. Caicedo, Alex Pentland, and Gary P. Pisano. "Overcoming Barriers to Early Disease Intervention." Nature Biotechnology 38, no. 6 (June 2020).
      • Article

      The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding

      By: Brian Franklin, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris and Eric Goralnick
      Delayed access to inpatient beds for admitted patients contributes significantly to emergency department (ED) boarding and crowding, which have been associated with deleterious patient safety effects. To expedite inpatient bed availability, some hospitals have... View Details
      Keywords: Health Care Delivery; Emergency Room; Operations Improvement; Operations Management; Health Care and Treatment; Service Delivery; Operations; Management; Performance Improvement; Service Operations
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      Franklin, Brian, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris, and Eric Goralnick. "The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding." Annals of Emergency Medicine 75, no. 6 (June 2020): 704–714.
      • May 2020 (Revised June 2020)
      • Case

      TransDigm's Acquisition and Integration of Arkwin Industries

      By: Benjamin C. Esty and Daniel W. Fisher
      In May 2013, TransDigm, a company that manufactured a wide range of highly engineered aerospace parts for both military and civilian aircraft, announced it was buying Arkwin Industries for $286 million in cash (3 times Arkwin’s sales of $91 million). Having acquired... View Details
      Keywords: Business Model; Value Creation; Strategy; Acquisition; Integration; Talent and Talent Management; Aerospace Industry
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      Esty, Benjamin C., and Daniel W. Fisher. "TransDigm's Acquisition and Integration of Arkwin Industries." Harvard Business School Case 720-467, May 2020. (Revised June 2020.)
      • May 2020
      • Teaching Note

      Talismark

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Teaching Note for HBS Case No. 211-097. Talismark negotiated waste hauling contracts for small and medium size companies. Its owners, Charles Muszynski and Marshall Staiman, were able to grow the business by more than 30% per year since it was founded, but believed... View Details
      Keywords: Small Business; Small Business Administration; Infrastructure; Restructuring; Business Processes; Information Management; Sales; Organizational Change and Adaptation; Wastes and Waste Processing
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "Talismark." Harvard Business School Teaching Note 220-092, May 2020.
      • May 2020 (Revised January 2022)
      • Case

      Michael Ku and Global Clinical Supply at Pfizer Inc.: Bringing Hope to Patients (A)

      By: Linda A. Hill, Allison J. Wigen and Emily Tedards
      Michael Ku joined Pfizer in 2011, after the company had undergone three large-scale mergers and acquisitions. His mission was to drive the digital transformation of the company’s clinical supply chain, but he knew he had to start with the culture. Over the next eight... View Details
      Keywords: Innovation; Digital; Change; Culture; Management; Talent; Pharmaceutical Companies; Customer-centricity; Collaboration; Cross-functional Management; Purpose; Leadership; Innovation and Invention; Transformation; Organizational Culture; Change Management; Talent and Talent Management; Customer Focus and Relationships; Supply Chain; Decision Making; Mission and Purpose
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      Hill, Linda A., Allison J. Wigen, and Emily Tedards. "Michael Ku and Global Clinical Supply at Pfizer Inc.: Bringing Hope to Patients (A)." Harvard Business School Case 420-108, May 2020. (Revised January 2022.)
      • 2024
      • Working Paper

      The Seeds of Ideology: Historical Immigration and Political Preferences in the United States

      By: Paola Giuliano and Marco Tabellini
      We study the long run effects of immigration on American political ideology. Exploiting cross-county variation in the presence of European immigrants between 1900 and 1930, we establish a novel result: historical European immigration is associated with stronger... View Details
      Keywords: Political Ideology; Preferences For Redistribution; Cultural Transmission; Immigration; History; Values and Beliefs; Welfare; United States
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      Giuliano, Paola, and Marco Tabellini. "The Seeds of Ideology: Historical Immigration and Political Preferences in the United States." Harvard Business School Working Paper, No. 20-118, May 2020. (Revised July 2024. Conditionally accepted at the Journal of the European Economic Association. Available also from VOX, UCLA Anderson Review, Weekendavisen, Cato Institute, Luxembourg Institute of Socio-Economic Research (LISER), World Financial Review, and Newsweek.)
      • 2020
      • Chapter

      The Relational Roles of Brands

      By: Jill Avery
      In contemporary culture, brands play important relational roles, linking consumers to others and serving as relational partners. This chapter provides an understanding of the relational roles of brands to illuminate why and how consumers connect with brands and how... View Details
      Keywords: Customer Relationship Management; Customer Focus and Relationships; Customers; Brands and Branding; Marketing Strategy; Marketing
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      Avery, Jill. "The Relational Roles of Brands." Chap. 8 in Marketing Management: A Cultural Perspective. 2nd edition, edited by Luca M. Visconti, Lisa Penaloza, and Nil Toulouse, 121–137. Routledge, 2020.
      • April 2020
      • Supplement

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina and Terrence Shu
      This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain credit. One of these companies was Pierre... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, and Terrence Shu. "Oaktree: Pierre Foods Investment." Harvard Business School Spreadsheet Supplement 220-715, April 2020.
      • April 2020
      • Teaching Note

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina, Michael Harmon and Terrence Shu
      Teaching Note for HBS No. 219-018. This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, Michael Harmon, and Terrence Shu. "Oaktree: Pierre Foods Investment." Harvard Business School Teaching Note 220-083, April 2020.
      • April 2020
      • Supplement

      Open Innovation at Fujitsu (C)

      By: Amy C. Edmondson and Jean-François Harvey
      This follow-on case study provides a multi-year update on the achievements of the Open Innovation Gateway (OIG). Over time, OIG honed a process that enabled open innovation. It developed three streams of activities, namely co-creation projects with major customers and... View Details
      Keywords: Open Innovation; Inter-organizational Relationships; Collaborative Innovation and Invention; Change Management; Relationships; Leadership Development
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      Edmondson, Amy C., and Jean-François Harvey. "Open Innovation at Fujitsu (C)." Harvard Business School Supplement 620-126, April 2020.
      • 26 Apr 2020
      • Other Presentation

      Towards Modeling the Variability of Human Attention

      By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
      Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
      Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
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      Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
      • April 2020 (Revised May 2021)
      • Case

      Middlebury College: Energy2028

      By: Brian Trelstad, Michael Norris and John McKinley
      In 2018, Middlebury College’s board of trustees is considering a proposal called Energy2028 that would push the small, liberal arts and sciences college in Vermont to become a net zero carbon emitter, decrease energy usage by 25%, divest fossil fuels from its... View Details
      Keywords: Divestment; Energy; Higher Education; Energy Conservation; Climate Change
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      Trelstad, Brian, Michael Norris, and John McKinley. "Middlebury College: Energy2028." Harvard Business School Case 320-029, April 2020. (Revised May 2021.)
      • April 2020
      • Teaching Note

      Indigo Agriculture: Harnessing Nature

      By: Michael W. Toffel and James Barnett
      Teaching Note for HBS No. 620-024. Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing... View Details
      Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Science-Based Business; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
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      Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Teaching Note 620-075, April 2020.
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