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      • June 2019
      • Teaching Note

      Zebra Medical Vision

      By: Shane Greenstein and Sarah Gulick
      Teaching note is meant to accompany Zebra Medical Vision case, which offers a look at a company’s decisions as a small startup competing with other startups and major technology companies. It also demonstrates the challenges faced by a machine learning company working... View Details
      Keywords: Business Startups; Science-Based Business; Applications and Software; Patents; Cross-Cultural and Cross-Border Issues; Health Care and Treatment; Health Industry; Medical Devices and Supplies Industry; Technology Industry; Israel
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      Greenstein, Shane, and Sarah Gulick. "Zebra Medical Vision." Harvard Business School Teaching Note 619-053, June 2019.
      • June 2019
      • Teaching Note

      CEWD: Closing the Skills Gap

      By: William R. Kerr and Ted Smalley Bowen
      Teaching Note for HBS No. 818-081. The teaching note presents background, case details, and teaching strategies, along with board plans and supporting graphics. View Details
      Keywords: Competency and Skills; Training; Demographics; Economics; Education; Energy; Jobs and Positions; Intellectual Property; Labor; Knowledge; Leadership; Management; Marketing; Organizations; Outcome or Result; Performance; Personal Development and Career; Projects; Relationships; Risk and Uncertainty; Science; Technology; Energy Industry; North and Central America
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      Kerr, William R., and Ted Smalley Bowen. "CEWD: Closing the Skills Gap." Harvard Business School Teaching Note 819-133, June 2019.
      • Article

      How B2B Companies Can Win Back Customers They've Lost

      By: Frank V. Cespedes and León Poblete
      Most research and training in sales focus on acquiring new customers. But winning back previous customers is increasingly important: mergers, choice in supply chains, and uncertainty about trade wars mean that B2B customers are constantly re-evaluating relationships... View Details
      Keywords: B2B; Customer Reacquisition; Customer Relationship Management
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      Cespedes, Frank V., and León Poblete. "How B2B Companies Can Win Back Customers They've Lost." Harvard Business Review (website) (June 3, 2019).
      • May 2019 (Revised July 2019)
      • Case

      Walmart's Workforce of the Future

      By: William R. Kerr and Jordan Bach-Lombardo
      Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details
      Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry
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      Kerr, William R., and Jordan Bach-Lombardo. "Walmart's Workforce of the Future." Harvard Business School Case 819-042, May 2019. (Revised July 2019.)
      • Article

      Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting

      By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan
      Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial... View Details
      Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning
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      Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." JAMA Oncology 5, no. 5 (May 2019): 654–661.
      • April 2019 (Revised June 2019)
      • Case

      From Globalization to Dual Digital Transformation: CEO Thierry Breton Leading Atos Into 'Digital Shockwaves' (A)

      By: Tsedal Neeley, JT Keller and James Barnett
      Thierry Breton, chairman and CEO of IT company Atos, faced a pivotal juncture. After spending eight intense years scaling the company globally to over 100,000 employees in 70 countries, he was ready to take the next crucial step. Breton was convinced that rapid digital... View Details
      Keywords: Dual Digital Transformation; Transformation; Disruption; Employees; Competency and Skills; Training; Decision Making; Digital Transformation
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      Neeley, Tsedal, JT Keller, and James Barnett. "From Globalization to Dual Digital Transformation: CEO Thierry Breton Leading Atos Into 'Digital Shockwaves' (A)." Harvard Business School Case 419-027, April 2019. (Revised June 2019.)
      • Article

      The Mixed Effects of Online Diversity Training

      By: Edward H. Chang, Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth and Adam M. Grant
      We present results from a large (n = 3,016) field experiment at a global organization testing whether a brief science-based online diversity training can change attitudes and behaviors toward women in the workplace. Our preregistered field experiment included an... View Details
      Keywords: Diversity Training; Bias; Field Experiment; Training; Gender; Race; Prejudice and Bias
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      Chang, Edward H., Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth, and Adam M. Grant. "The Mixed Effects of Online Diversity Training." Proceedings of the National Academy of Sciences 116, no. 16 (April 16, 2019): 7778–7783.
      • April 2019
      • Case

      American Ballet Theatre

      By: Anita Elberse, Tsubasa Nakajima and Melissa Rodman
      Kara Medoff Barnett, executive director of American Ballet Theatre (ABT), widely regarded as one of the world’s premier ballet companies, faces several challenges. It is June 2018. Despite its prestige, the company’s $45 million annual budget and $22 million endowment... View Details
      Keywords: Performing Arts; Superstars; Talent; Talent Development; Non-profit; Contracts; Labor Economics; General Management; Arts; Entertainment; Media; Talent and Talent Management; Nonprofit Organizations; Marketing; Strategy
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      Elberse, Anita, Tsubasa Nakajima, and Melissa Rodman. "American Ballet Theatre." Harvard Business School Case 519-085, April 2019.
      • April 2019 (Revised January 2025)
      • Case

      Clear Link Technologies, LLC: Driving Sales with Peer Effects

      By: Christopher Stanton, Richard Saouma and Olivia Hull
      The importance of a good peer or coworker is widely discussed, but understanding the glue that makes coworkers valuable is less understood. This case sheds light on the importance of peers and the practices and environments that make a group greater than the sum of its... View Details
      Keywords: Talent and Talent Management; Interactive Communication; Experience and Expertise; Decision Making; Training; Design; Compensation and Benefits; Knowledge Acquisition; Knowledge Sharing; Human Capital; Working Conditions; Measurement and Metrics; Outcome or Result; Performance; Performance Improvement; Research; Sales; Salesforce Management; Motivation and Incentives; Telecommunications Industry; Utah; United States
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      Stanton, Christopher, Richard Saouma, and Olivia Hull. "Clear Link Technologies, LLC: Driving Sales with Peer Effects." Harvard Business School Case 819-072, April 2019. (Revised January 2025.)
      • 2019
      • Chapter

      Characterizing the Drug Development Pipeline for Precision Medicines

      By: Amitabh Chandra, Craig Garthwaite and Ariel Dora Stern
      BOOK ABSTRACT: Personalized and precision medicine (PPM)—the targeting of therapies according to an individual’s genetic, environmental, or lifestyle characteristics—is becoming an increasingly important approach in health care treatment and prevention. The advancement... View Details
      Keywords: Healthcare; Precision Medicine
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      Chandra, Amitabh, Craig Garthwaite, and Ariel Dora Stern. "Characterizing the Drug Development Pipeline for Precision Medicines." Chap. 5 in Economic Dimensions of Personalized and Precision Medicine, edited by Ernest R. Berndt, Dana P. Goldman, and John W. Rowe, 115–158. University of Chicago Press, 2019.
      • 2023
      • Working Paper

      When Does Gamified Training Improve Performance? The Roles of Office and Leader Engagement

      By: Ryan W. Buell, Wei Cai and Tatiana Sandino
      Gamified training is a novel management control system in which companies use gamification techniques to engage and motivate employees to learn. This study empirically examines the performance consequences of gamified training using data from a natural field... View Details
      Keywords: Gamified Training; Management Control Systems; Employee Engagement; Employees; Learning; Training; Motivation and Incentives; Performance
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      Buell, Ryan W., Wei Cai, and Tatiana Sandino. "When Does Gamified Training Improve Performance? The Roles of Office and Leader Engagement." Harvard Business School Working Paper, No. 19-101, March 2019. (Revised October 2023.)
      • March–April 2019
      • Article

      The Future of Leadership Development

      By: Das Narayandas and Mihnea Moldoveanu
      The need for leadership development has never been more urgent. Companies of all sorts realize that to survive in today’s volatile, uncertain, complex, and ambiguous environment, they need different leadership skills and organizational capabilities from those that... View Details
      Keywords: Talent Management; Executive Education; Leadership Development; Business Education; Management Skills; Learning; Online Technology
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      Narayandas, Das, and Mihnea Moldoveanu. "The Future of Leadership Development." Harvard Business Review 97, no. 4 (March–April 2019): 40–48. (Spotlight Talent Management.)
      • March 2019
      • Article

      When Does Advice Impact Startup Performance?

      By: Aaron Chatterji, Solène Delecourt, Sharique Hasan and Rembrand Koning
      Why do some entrepreneurs thrive while others fail? We explore whether the advice entrepreneurs receive about managing their employees influences their startup's performance. We conducted a randomized field experiment in India with 100 high-growth technology firms... View Details
      Keywords: Entrepreneurial Management; Field Experiment; Peer Effects; Entrepreneurial Ecosystems; Advice; Management Style; Management Practices and Processes; Knowledge Dissemination; Entrepreneurship; Performance; India
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      Chatterji, Aaron, Solène Delecourt, Sharique Hasan, and Rembrand Koning. "When Does Advice Impact Startup Performance?" Strategic Management Journal 40, no. 3 (March 2019): 331–356.
      • 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.
      • December 2018
      • Article

      Improving Resilience Among Employees High in Depression, Anxiety, and Workplace Distress

      By: Allison L. Williams, Acacia C. Parks, Grace Cormier, Julia Stafford and A.V. Whillans
      Depression and anxiety are costly for both employees and employers, in terms of direct medical costs as well as costs stemming from lost productive time and missed days at work. Resilience training has been shown to improve workplace functioning for employees, which... View Details
      Keywords: Depression; Anxiety; Engagement; Resilience; Presenteeism; Employee Engagement; Mental Health; Employees; Emotions; Health; Internet and the Web; Performance Productivity
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      Williams, Allison L., Acacia C. Parks, Grace Cormier, Julia Stafford, and A.V. Whillans. "Improving Resilience Among Employees High in Depression, Anxiety, and Workplace Distress." International Journal of Management Research 9, nos. 1-2 (December 2018): 4–22.
      • Article

      Financial Analysis of Pediatric Resident Physician Primary Care Longitudinal Outpatient Experience

      By: Robert S. Kaplan, Carole H. Stipelman, Brad Poss, Laura Anne Stetson, Luca Boi, Michael Rogers, Caleb Puzey, Sri Koduri, Vivian S. Lee and Edward B. Clark
      Objective
      To determine whether residency training represents a net positive or negative cost to academic medical centers, we analyzed the cost of a residency program and clinical productivity of residents and faculty in an outpatient primary care practice with or... View Details
      Keywords: Academic Medicine; Cost; Children; Graduate Medical Education
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      Kaplan, Robert S., Carole H. Stipelman, Brad Poss, Laura Anne Stetson, Luca Boi, Michael Rogers, Caleb Puzey, Sri Koduri, Vivian S. Lee, and Edward B. Clark. "Financial Analysis of Pediatric Resident Physician Primary Care Longitudinal Outpatient Experience." Academic Pediatrics 18, no. 7 (September–October 2018): 837–842.
      • 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.)
      • July 2018
      • Case

      Ce Soir-Là, Ils n'Arrivent Plus Un par Un, Mais par Vagues: Coping with the Surge of Trauma Patients at L'Hôpital Universitaire La Pitié Salpêtrière—Friday, November 13, 2015

      By: Herman B. "Dutch" Leonard, Emilie Billaud and Arnold M. Howitt
      On November 13, 2015, Dr. Marie Borel, Dr. Emmanuelle Dolla, Dr. Frédéric Le Saché, and Professor Mathieu Raux were the doctors in charge of the trauma center at L’Hôpital de la Pitié Salpêtrière in Paris, where dozens of wounded and dying patients, most with severe... View Details
      Keywords: Health Care and Treatment; Crisis Management; Performance Capacity; Decision Making; Leadership; Health Industry; Europe; France; Paris
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      Leonard, Herman B. "Dutch", Emilie Billaud, and Arnold M. Howitt. "Ce Soir-Là, Ils n'Arrivent Plus Un par Un, Mais par Vagues: Coping with the Surge of Trauma Patients at L'Hôpital Universitaire La Pitié Salpêtrière—Friday, November 13, 2015." Harvard Business School Case 319-032, July 2018.
      • Article

      Evaluating the Effectiveness of Corporate Compliance Programs: Establishing a Model for Prosecutors, Courts, and Firms

      By: Eugene F. Soltes
      When prosecutors, courts, and regulators make charging and sentencing decisions, they must evaluate whether firms have effective compliance programs. Such evaluations are difficult because of the challenges associated with measuring effectiveness. Notably, these... View Details
      Keywords: Corporate Governance; Governance Compliance; Performance Effectiveness; Performance Evaluation
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      Soltes, Eugene F. "Evaluating the Effectiveness of Corporate Compliance Programs: Establishing a Model for Prosecutors, Courts, and Firms." NYU Journal of Law & Business 14, no. 3 (Summer 2018): 965–1011.
      • April 2018
      • Article

      Effective Sales Training: What Are the Foundational Elements?

      By: Frank V. Cespedes
      Across industries, turnover in sales positions averages about 25–30% annually. This means that, at many firms, the equivalent of the entire sales force must be replaced and trained every four years or so. No other function has an ongoing talent management task of that... View Details
      Keywords: Salesforce Management; Training
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      Cespedes, Frank V. "Effective Sales Training: What Are the Foundational Elements?" Top Sales Magazine (April 2018), 22–23.
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