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      • March 2018 (Revised September 2019)
      • Case

      Chewy.com (A)

      By: Jeffrey F. Rayport and Matthew G. Preble
      In late 2013, Ryan Cohen, cofounder and CEO of online pet products retailer Chewy.com, faces a “bet the company decision”—whether to stay with a third-party logistics provider (3PL) for all of its e-commerce fulfillment or to take the function in house. Cohen worries... View Details
      Keywords: Pet Food; Pet Products; Retail; Growth and Development Strategy; Service Operations; Decision Choices and Conditions; E-commerce; Retail Industry; Service Industry; Florida; United States
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      Rayport, Jeffrey F., and Matthew G. Preble. "Chewy.com (A)." Harvard Business School Case 818-079, March 2018. (Revised September 2019.)
      • February 2018
      • Teaching Note

      Still Leading Series—Issues in Transitioning to New Forms of Service Later in Life

      By: Rosabeth Moss Kanter, Rakesh Khurana, James Honan and Ai-Ling Jamila Malone
      The Still Leading case series includes an introductory note, “Still Leading (A): Issues in Transitioning to New Forms of Service Later in Life” and 10 supplementary cases that cover the transition of highly accomplished and prolific leaders (Hon. Robert McDonald, Hon.... View Details
      Keywords: Leadership; Personal Development and Career; Transition
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      Kanter, Rosabeth Moss, Rakesh Khurana, James Honan, and Ai-Ling Jamila Malone. "Still Leading Series—Issues in Transitioning to New Forms of Service Later in Life." Harvard Business School Teaching Note 318-101, February 2018.
      • January 2018
      • Case

      Scaling Swagbucks (A)

      By: Jeffrey F. Rayport and Matthew G. Preble
      In early 2014, Chuck Davis (HBS '86) has joined Swagbucks as its first professional CEO to scale a successful and profitable brand promotion and consumer research business. Davis came into the job while serving as a venture partner at TCV, a growth stage VC firm,... View Details
      Keywords: Loyalty Management; Scaling; Scale; Entrepreneurship; Human Resources; Employees; Employee Relationship Management; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Leading Change; Growth Management; Religion; Information Technology; Internet and the Web; Transition; Leadership; Web Services Industry; Technology Industry
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      Rayport, Jeffrey F., and Matthew G. Preble. "Scaling Swagbucks (A)." Harvard Business School Case 818-070, January 2018.
      • January 2018 (Revised July 2019)
      • Case

      Big Apple Circus: Time to Fold the Tent?

      By: David G. Fubini and Matthew Wiger
      By 2016, the Big Apple Circus has weathered many storms in its 38 seasons as one of the most well-known New York City nonprofits. Will Weiss, the executive director, has witnessed his share of chaos during four years at Big Apple. After a slight resurgence following... View Details
      Keywords: Turnarounds; Bankruptcy; "Live Entertainment; Art; Crisis Management; Financial Crisis; Organizational Culture; Entertainment; Insolvency and Bankruptcy; Decision Choices and Conditions; Entertainment and Recreation Industry
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      Fubini, David G., and Matthew Wiger. "Big Apple Circus: Time to Fold the Tent?" Harvard Business School Case 418-050, January 2018. (Revised July 2019.)
      • January 2018
      • Case

      Kids & Company: Entering the U.S.

      By: Boris Groysberg, Matthew G. Preble and Katherine Connolly Baden
      In April 2017, Victoria Sopik and Jennifer Nashmi, CEO and CFO (respectively) of Kids & Company, a Canadian childcare provider that they had co-founded in the early 2000s and developed into a nearly 100-unit enterprise, are discussing how the company should proceed... View Details
      Keywords: Child Care; Childcare; Day Care; Daycare; Early Childhood Education; Strategy; Growth and Development Strategy; Growth Management; Business Strategy; Competitive Strategy; Competitive Advantage; Expansion; Leadership; Marketing; Product Marketing; Brands and Branding; Service Delivery; Service Operations; Product Design; Product Development; Cross-Cultural and Cross-Border Issues; Selection and Staffing; Customer Focus and Relationships; Entrepreneurship; Service Industry; Education Industry; United States; Canada
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      Groysberg, Boris, Matthew G. Preble, and Katherine Connolly Baden. "Kids & Company: Entering the U.S." Harvard Business School Case 418-011, January 2018.
      • December 2017 (Revised November 2023)
      • Technical Note

      The BGIE Twenty (2024 version)

      By: Alberto Cavallo, Kristin Fabbe, Mattias Fibiger, Jeremy Friedman, Reshmaan Hussam, Vincent Pons and Matthew Weinzierl
      The purpose of this technical note is to explain the BGIE Twenty, an “idea-kit” that serves as the intellectual backbone of the BGIE course. Each year, the BGIE professors decide on the twenty ideas that we believe are the most important for students to study in... View Details
      Keywords: Ideas; Business Education; Curriculum and Courses; Analysis
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      Cavallo, Alberto, Kristin Fabbe, Mattias Fibiger, Jeremy Friedman, Reshmaan Hussam, Vincent Pons, and Matthew Weinzierl. "The BGIE Twenty (2024 version)." Harvard Business School Technical Note 718-032, December 2017. (Revised November 2023.)
      • November 2017
      • Case

      The 'Wonder Drug' That Killed Babies

      By: Joshua Lev Krieger, Tom Nicholas and Matthew Preble
      In the early 1960s, a popular drug taken by patients worldwide for a range of maladies was found to cause severe birth defects and other health problems in babies born to mothers who had taken it during a certain stage of fetal development. As many as 10,000 children... View Details
      Keywords: Regulation; Business and Government Relations; Business and Community Relations; Business and Stakeholder Relations; Product Marketing; Corporate Social Responsibility and Impact; Business History; Health; Government Legislation; Corporate Accountability; Ethics; Governing Rules, Regulations, and Reforms; Pharmaceutical Industry; Public Administration Industry; United States; United Kingdom; Australia; Germany; Europe
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      Krieger, Joshua Lev, Tom Nicholas, and Matthew Preble. "The 'Wonder Drug' That Killed Babies." Harvard Business School Case 818-044, November 2017.
      • 2017
      • Working Paper

      Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments

      By: Daniel J. Benjamin, Don A. Moore and Matthew Rabin
      This paper describes results of a pair of incentivized experiments on biases in judgments about random samples. Consistent with the Law of Small Numbers (LSN), participants exaggerated the likelihood that short sequences and random subsets of coin flips would be... View Details
      Keywords: Probability; Economic Theory; Analysis; Incentives
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      Benjamin, Daniel J., Don A. Moore, and Matthew Rabin. "Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments." NBER Working Paper Series, No. 23927, October 2017.
      • September 2017 (Revised January 2019)
      • Case

      FJ Management Inc.

      By: Lynda M. Applegate and Matthew G. Preble
      In late 2015, Crystal Call Maggelet, president and CEO of FJ Management, is working with her investment committee to help set the company’s strategic direction. Maggelet, daughter of the company’s founder, has led FJ Management since 2009 when she stepped in as CEO... View Details
      Keywords: Turnaround; Company History; Family Business; Transformation; Volatility; Change Management; Entrepreneurship; Ethics; Moral Sensibility; Values and Beliefs; Cash Flow; Insolvency and Bankruptcy; Financial Liquidity; Financial Management; Governance; Corporate Governance; Governance Controls; Leadership; Leading Change; Crisis Management; Negotiation; Organizational Change and Adaptation; Family Ownership; Business and Stakeholder Relations; Business Strategy; Energy Industry; Travel Industry; Retail Industry; Service Industry; Utah
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      Applegate, Lynda M., and Matthew G. Preble. "FJ Management Inc." Harvard Business School Case 818-028, September 2017. (Revised January 2019.)
      • September–October 2017
      • Article

      Blurring the Boundaries: The Interplay of Gender and Local Communities in the Commercialization of Social Ventures

      By: Stefan Dimitriadis, Matthew Lee, Lakshmi Ramarajan and Julie Battilana
      This paper examines the critical role of gender in the commercialization of social ventures. We argue that cultural beliefs about what is perceived to be appropriate work for each gender influence how founders of social ventures incorporate commercial activity into... View Details
      Keywords: Community; Cultural Beliefs; Social Enterprise; Gender; Local Range; Commercialization; Culture
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      Dimitriadis, Stefan, Matthew Lee, Lakshmi Ramarajan, and Julie Battilana. "Blurring the Boundaries: The Interplay of Gender and Local Communities in the Commercialization of Social Ventures." Organization Science 28, no. 5 (September–October 2017): 819–839.
      • 14 Aug 2017
      • Conference Presentation

      A Convex Framework for Fair Regression

      By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
      We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
      Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods
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      Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
      • July 2017 (Revised March 2018)
      • Case

      Magic Bus: From Childhood to Livelihood

      By: V. Kasturi Rangan, Vikram Gandhi, Anjali Raina and Rachna Chawla
      Founded in 1999 by Matthew Spacie to give poor children an opportunity to play, Magic Bus had evolved to a leading social enterprise engaged in sports for development, holistic childhood development, and livelihood training for youth between the ages of 6 to 18. By... View Details
      Keywords: Nonprofit Management; Development; Growth And Scaling; Social Entrepreneurship; Growth and Development Strategy; Nonprofit Organizations; Management
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      Rangan, V. Kasturi, Vikram Gandhi, Anjali Raina, and Rachna Chawla. "Magic Bus: From Childhood to Livelihood." Harvard Business School Case 518-005, July 2017. (Revised March 2018.)
      • June 2017 (Revised December 2017)
      • Case

      CJ E&M: KCON Goes Global

      By: Elie Ofek and Michael Norris
      In January of 2017, CJ Entertainment & Media (E&M) proudly announced that it will be holding its first ever KCON in Mexico City just two months later. CJ Group Chairman Jay Lee and Vice Chairwoman Miky Lee are pleased at the progress that KCON, a Korean-oriented music... View Details
      Keywords: Music Entertainment; Cultural Entrepreneurship; Growth and Development Strategy; Food; Music Industry; Entertainment and Recreation Industry; Food and Beverage Industry
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      Ofek, Elie, and Michael Norris. "CJ E&M: KCON Goes Global." Harvard Business School Case 517-083, June 2017. (Revised December 2017.)
      • Article

      Beyond the Target Customer: Social Effects in CRM Campaigns

      By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
      Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
      Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
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      Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
      • Article

      Reclaim Your Commute: Getting To and From Work Doesn't Have to be Soul Crushing

      By: Francesca Gino, Bradley Staats, Jon M. Jachimowicz, Julia J. Lee and Jochen I. Menges
      Every day, millions of people around the world face long commutes to work. In the United States alone, approximately 25 million workers spend more than 90 minutes each day getting to and from their jobs. And yet few people enjoy their commutes. This distaste for... View Details
      Keywords: Commuting; Welfare; Attitudes; Satisfaction; Performance Productivity
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      Gino, Francesca, Bradley Staats, Jon M. Jachimowicz, Julia J. Lee, and Jochen I. Menges. "Reclaim Your Commute: Getting To and From Work Doesn't Have to be Soul Crushing." Harvard Business Review 95, no. 3 (May–June 2017): 149–153.
      • March 2017
      • Case

      Swagbucks

      By: Jeffrey F. Rayport and Matthew G. Preble
      In early 2016, Chuck Davis, chairman and CEO of Prodege LLC, parent company of the brand promotion business Swagbucks, and Josef Gorowitz, Prodege’s founder and president, must decide whether to acquire MyPoints, a competitor to Swagbucks, after the company’s... View Details
      Keywords: Loyalty Management; Scaling; Scale; Entrepreneurship; Human Resources; Employees; Employee Relationship Management; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Leading Change; Growth Management; Religion; Technology; Online Technology; Internet; Transition; Leadership; Web Services Industry; Technology Industry; United States
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      Rayport, Jeffrey F., and Matthew G. Preble. "Swagbucks." Harvard Business School Case 817-068, March 2017.
      • Article

      No Unique Effect of Intergroup Competition on Cooperation: Non-competitive Thresholds Are as Effective as Competitions between Groups for Increasing Human Cooperative Behavior

      By: Matthew R. Jordan, Jillian J. Jordan and David G. Rand
      Explaining cooperation remains a central topic for evolutionary theorists. Many have argued that group selection provides such an explanation: theoretical models show that intergroup competition could have given rise to cooperation that is costly for the individual.... View Details
      Keywords: Intergroup Competition; Threshold Public Goods Game; Multi-level Selection; Cooperation; Groups and Teams; Competition
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      Jordan, Matthew R., Jillian J. Jordan, and David G. Rand. "No Unique Effect of Intergroup Competition on Cooperation: Non-competitive Thresholds Are as Effective as Competitions between Groups for Increasing Human Cooperative Behavior." Evolution and Human Behavior 38, no. 1 (January 2017): 102–108.
      • December 2016
      • Simulation

      Venture Capital and Private Equity Game

      By: Matthew Rhodes-Kropf, Josh Lerner, G. Felda Hardymon and Nathaniel Burbank
      The Venture Capital and Private Equity Simulation enables groups of students to play the role of either an early or later stage private equity firm. Within the simulation, students raise funds, search for companies to invest in, complete deals, and manage a portfolio... View Details
      Keywords: Venture Capital; Private Equity
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      Rhodes-Kropf, Matthew, Josh Lerner, G. Felda Hardymon, and Nathaniel Burbank. "Venture Capital and Private Equity Game." Harvard Business School Simulation 815-709, December 2016.
      • 18 Nov 2016
      • Conference Presentation

      Rawlsian Fairness for Machine Learning

      By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
      Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
      Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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      Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
      • October 2016 (Revised September 2017)
      • Case

      The CRISPR-Cas9 Quarrel

      By: Richard G. Hamermesh and Matthew G. Preble
      In mid-2016, the Broad Institute and the University of California, Berkeley were in the middle of a contentious patent dispute over which entity controlled a breakthrough gene editing technology called CRISPR-Cas9. With CRISPR-Cas9, scientists might soon be able to... View Details
      Keywords: CRISPR; Broad Institute; University Of California Berkeley; Intellectual Property; Patents; Law; Lawsuits and Litigation; Science; Genetics; Entrepreneurship; Biotechnology Industry; United States
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      Hamermesh, Richard G., and Matthew G. Preble. "The CRISPR-Cas9 Quarrel." Harvard Business School Case 817-020, October 2016. (Revised September 2017.)
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