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      • November–December 2020
      • Article

      Rethinking the On-Demand Workforce

      By: Joseph B. Fuller, Manjari Raman, Allison Bailey and Nithya Vaduganathan
      As companies struggle with chronic skills shortages and changing labor demographics, a new generation of talent platforms, offering on-demand access to highly trained workers, has begun to help. These platforms include marketplaces for premium expertise (such as Toptal... View Details
      Keywords: Talent Acquisition; Platforms; Skilled Labor Recruitment; Gig Economy; Talent and Talent Management; Selection and Staffing; Internet and the Web; Strategy; Digital Platforms
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      Fuller, Joseph B., Manjari Raman, Allison Bailey, and Nithya Vaduganathan. "Rethinking the On-Demand Workforce." Harvard Business Review 98, no. 6 (November–December 2020): 96–103.
      • November 2020
      • Article

      Tackling Youth Unemployment: Evidence from a Labor Market Experiment in Uganda

      By: Livia Alfonsi, Oriana Bandiera, Vittorio Bassi, Robin Burgess, Imran Rasul, Munshi Sulaiman and Anna Vitali
      We design a labor market experiment to compare demand- and supply-side policies to tackle youth unemployment, a key issue in low-income countries. The experiment tracks 1700 workers and 1500 firms over four years to compare the effect of offering workers either... View Details
      Keywords: Employment; Training; Competency and Skills; Developing Countries and Economies
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      Alfonsi, Livia, Oriana Bandiera, Vittorio Bassi, Robin Burgess, Imran Rasul, Munshi Sulaiman, and Anna Vitali. "Tackling Youth Unemployment: Evidence from a Labor Market Experiment in Uganda." Econometrica 88, no. 6 (November 2020): 2369–2414.
      • October 2020
      • Case

      Michael Phelps: 'It's Okay to Not Be Okay'

      By: Boris Groysberg, Carin-Isabel Knoop and Michael Norris
      In 2020, Michael Phelps, the most decorated Olympian of all time, with 28 medals in various swimming events, was now retired. As he looked back on his 20+ year athletic career, he considered what had gone into making him the greatest of all time—the highs and lows,... View Details
      Keywords: Mental Health; Talent and Talent Management; Training; Health; Success; Performance Improvement; Personal Development and Career; Family and Family Relationships; Sports; Competition; Sports Industry; United States; Baltimore; Arizona; Sydney; Athens; Beijing; London
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      Groysberg, Boris, Carin-Isabel Knoop, and Michael Norris. "Michael Phelps: 'It's Okay to Not Be Okay'." Harvard Business School Case 421-044, October 2020.
      • October 2020 (Revised March 2021)
      • Supplement

      Migros Turkey: Scaling Online Operations During COVID-19 (C)

      By: Antonio Moreno and Gamze Yucaoglu
      The case opens in August 2020 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are navigating Migros through COVID-19 and the unprecedented... View Details
      Keywords: Business Model; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Diversification; Corporate Strategy; Crisis Management; Health Pandemics; Strategic Planning; Food and Beverage Industry; Turkey
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      Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations During COVID-19 (C)." Harvard Business School Supplement 621-062, October 2020. (Revised March 2021.)
      • September 2020
      • Case

      Wladimir Klitschko: F.A.C.E. Your Challenges

      By: Boris Groysberg, Michael Norris and Carin-Isabel Knoop
      In 2020, Olympic goal medal winning boxer and former heavyweight world champion Wladimir Klitschko had built himself a “second ring” to continue his career after retiring from professional boxing. He was a hotelier, boxing promoter, author, teacher, speaker, and had... View Details
      Keywords: Experience and Expertise; Business Education; Training; Entrepreneurship; Personal Development and Career; Sports; Sports Industry; Consulting Industry; Education Industry; Ukraine; Germany
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      Groysberg, Boris, Michael Norris, and Carin-Isabel Knoop. "Wladimir Klitschko: F.A.C.E. Your Challenges." Harvard Business School Case 421-032, September 2020.
      • 2020
      • Book

      Better, Not Perfect: A Realist's Guide to Maximum Sustainable Goodness

      By: Max Bazerman
      Every day, you make hundreds of decisions. They’re largely personal, but these choices have an ethical twinge as well; they value certain principles and ends over others. Bazerman argues that we can better balance both dimensions—and we needn’t seek perfection to make... View Details
      Keywords: Decision Making; Moral Sensibility; Ethics; Corporate Social Responsibility and Impact
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      Bazerman, Max. Better, Not Perfect: A Realist's Guide to Maximum Sustainable Goodness. New York: Harper Business, 2020.
      • September 2020
      • Teaching Note

      Miami's Tech Future (B): Building the Entrepreneurial Ecosystem

      By: Rosabeth Moss Kanter and Joyce J. Kim
      In 2017, Miami was rated #1 among U.S. cities for startups, but about 40th for “scale-ups” – growth companies. This case shows how leaders of incubators and accelerators supported startups and a culture of entrepreneurship, but also describes some factors limiting... View Details
      Keywords: Scaling; Growth; Startup; Community Impact; Community Relations; Business Startups; Entrepreneurship; Information Technology; Growth and Development Strategy; Business and Community Relations; Miami; Florida
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      Kanter, Rosabeth Moss, and Joyce J. Kim. "Miami's Tech Future (B): Building the Entrepreneurial Ecosystem." Harvard Business School Teaching Note 321-045, September 2020.
      • August 2020
      • Case

      Gerald Chertavian

      By: Leslie Perlow and Matthew Preble
      Gerald Chertavian (HBS 1992) finds himself at a personal crossroads. It is 1999--the height of the dot com-bubble--and Chertavian and his business partners have just sold their Internet-based business for $83 million. His share of the sale’s proceeds means that he has... View Details
      Keywords: Social Enterprise; Personal Development and Career; Decision Choices and Conditions
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      Perlow, Leslie, and Matthew Preble. "Gerald Chertavian." Harvard Business School Case 421-030, August 2020.
      • August 2020 (Revised September 2020)
      • Technical Note

      Assessing Prediction Accuracy of Machine Learning Models

      By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne
      The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details
      Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods
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      Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. (Revised September 2020.)
      • 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.)
      • July 2020 (Revised April 2022)
      • Case

      Paris Saint-Germain: Building One of the World's Top Sports Brands

      By: Anita Elberse and David Moreno Vicente
      In March 2020, Nasser Al-Khelaifi, the president of French soccer club Paris Saint-Germain (‘PSG’) sees his team clinch a spot among the last eight clubs to compete in the UEFA Champions League. Established in 1970 and initially a club with only moderate success, PSG’s... View Details
      Keywords: Soccer; Football; Superstars; Talent; Talent Development; General Management; Sports; Entertainment; Media; Talent and Talent Management; Globalization; Brands and Branding; Marketing; Strategy; Sports Industry; Europe
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      Elberse, Anita, and David Moreno Vicente. "Paris Saint-Germain: Building One of the World's Top Sports Brands." Harvard Business School Case 521-006, July 2020. (Revised April 2022.)
      • July 2020 (Revised October 2020)
      • Case

      Valentina Tereshkova: Conquering Space

      By: Boris Groysberg and Annelena Lobb
      On June 13, 1963, Valentina Tereshkova of the USSR became the first woman to fly in space on Vostok 6. Soviet leaders publicly espoused gender equity, but also sent Tereshkova on her mission in order to be the first country to send a woman to space, a milestone they... View Details
      Keywords: Gender Equity; Gender; Equality and Inequality; Personal Development and Career; Aerospace Industry; Soviet Union; United States
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      Groysberg, Boris, and Annelena Lobb. "Valentina Tereshkova: Conquering Space." Harvard Business School Case 421-005, July 2020. (Revised October 2020.)
      • Article

      Assessing the Training Costs and Work of Diagnostic Radiology Residents Using Key Performance Indicators—An Observational Study

      By: Robert S. Kaplan, Marta E. Heilbrun, Brad Poss, Luca Boi, Yoshimi Anzai and Nan Hu
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      Kaplan, Robert S., Marta E. Heilbrun, Brad Poss, Luca Boi, Yoshimi Anzai, and Nan Hu. "Assessing the Training Costs and Work of Diagnostic Radiology Residents Using Key Performance Indicators—An Observational Study." Academic Radiology 27, no. 7 (July 2020): 1025–1032.
      • July 2020
      • Case

      Super 30: Educating the Elite Poor

      By: Prithwiraj Choudhury, Tarun Khanna and Shreya Ramachandran
      In the summer of 2019 in New Delhi, S K Shahi and his daughter, Meenakshi, faced a difficult problem. India had 19 centers of their non-profit, the Center for Social Responsibility and Leadership. Also called the 'Super 30' program, this offered free training for... View Details
      Keywords: Non-profit; Inclusive Growth; Education; Higher Education; Diversity; Nonprofit Organizations; Operations; Expansion; Geographic Location; Strategy; Decision Making; India
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      Choudhury, Prithwiraj, Tarun Khanna, and Shreya Ramachandran. "Super 30: Educating the Elite Poor." Harvard Business School Case 621-004, July 2020.
      • Article

      Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs

      By: Michael G. Endres, Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland and Robert A. Gaudin
      Periapical radiolucencies, which can be detected on panoramic radiographs, are one of the most common radiographic findings in dentistry and have a differential diagnosis including infections, granuloma, cysts, and tumors. In this study, we seek to investigate the... View Details
      Keywords: Artificial Intelligence; Diagnosis; Computer-assisted; Image Interpretation; Machine Learning; Radiography; Panoramic Radiograph; AI and Machine Learning
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      Endres, Michael G., Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland, and Robert A. Gaudin. "Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs." Diagnostics 10, no. 6 (June 2020).
      • May 2020
      • Article

      Negotiating a Better Future: How Interpersonal Skills Facilitate Inter-Generational Investment

      By: Nava Ashraf, Natalie Bau, Corinne Low and Kathleen McGinn
      Using a randomized control trial, we examine whether offering adolescent girls nonmaterial resources—specifically, negotiation skills—can improve educational outcomes in a low-income country. In so doing, we provide the first evidence on the effects of an intervention... View Details
      Keywords: Negotiation; Competency and Skills; Training; Age; Gender; Education; Investment; Outcome or Result; Developing Countries and Economies
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      Ashraf, Nava, Natalie Bau, Corinne Low, and Kathleen McGinn. "Negotiating a Better Future: How Interpersonal Skills Facilitate Inter-Generational Investment." Quarterly Journal of Economics 135, no. 2 (May 2020): 1095–1151.
      • 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.
      • 2020
      • Chapter

      Consensual Assessment

      By: B. A. Hennessey, J. S. Mueller and T. M. Amabile
      Over time, the field of creativity research has seen a gradual shift away from an almost exclusive emphasis on the creative person towards a more balanced inquiry that centers both on individual difference issues and questions about the nature of creative products and... View Details
      Keywords: Consensual Assessment Technique; Product Creativity; Creativity; Research
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      Hennessey, B. A., J. S. Mueller, and T. M. Amabile. "Consensual Assessment." In Encyclopedia of Creativity. 3rd ed. Edited by Mark A. Runco and Steven R. Pritzker, 199–205. Academic Press, 2020.
      • March 2020 (Revised August 2020)
      • Case

      Last Mile Health (A)

      By: Brian Trelstad and V. Kasturi Rangan
      As the Ebola outbreak threatens the fragile health system of Liberia, Raj Panjabi, the founder of Last Mile Health, faces a dilemma: should he expand beyond the organizaton's core mission to help the country build emergency health care capacity, or should he stick to... View Details
      Keywords: Healthcare; Ebola; Nonprofit Organizations; Health Care and Treatment; Rural Scope; Health Pandemics; Growth and Development; Decisions; Health Industry; Africa
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      Trelstad, Brian, and V. Kasturi Rangan. "Last Mile Health (A)." Harvard Business School Case 320-027, March 2020. (Revised August 2020.)
      • March 11, 2020
      • Editorial

      A Bolder Vision for Business Schools

      By: P. Tufano
      Business schools teach to a model that dates back to the 1950s. Given the growing demands on business to take a lead in confronting societal challenges, business schools need to update how they train business leaders and how they compete, argues Oxford’s Saïd School... View Details
      Keywords: Business Schools; Business And Society; Business Education; Leadership Development; Business and Stakeholder Relations
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      Tufano, P. "A Bolder Vision for Business Schools." Harvard Business Review Digital Articles (March 11, 2020).
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