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      • Faculty Publications  (37,943)
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      • August 2018
      • Technical Note

      Evaluating Start Ups

      By: William A. Sahlman, Ramana Nanda and Robert F. White
      A framework for assessing new business opportunities and the business plans used to describe them is developed. Useful for aspiring entrepreneurs in MBA programs. View Details
      Keywords: Entrepreneurship; Business Startups; Business Plan; Opportunities
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      Sahlman, William A., Ramana Nanda, and Robert F. White. "Evaluating Start Ups." Harvard Business School Technical Note 819-039, August 2018.
      • August 2018 (Revised April 2021)
      • Case

      The Fuji-Xerox Merger

      By: Guhan Subramanian and Annie Zhao
      In January 2018, Xerox, a well-known American digital document firm, convened its board of directors to decide whether to approve a merger with Japanese imaging company Fujifilm. Activist Xerox shareholders were suing to halt the transaction, and documents unearthed... View Details
      Keywords: Mergers and Acquisitions; Negotiation Deal; Negotiation Process; Corporate Governance; Law
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      Subramanian, Guhan, and Annie Zhao. "The Fuji-Xerox Merger." Harvard Business School Case 919-002, August 2018. (Revised April 2021.)
      • August 2018 (Revised July 2020)
      • Supplement

      The Fuji-Xerox Merger (B)

      By: Guhan Subramanian and Annie Zhao
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      Subramanian, Guhan, and Annie Zhao. "The Fuji-Xerox Merger (B)." Harvard Business School Supplement 919-005, August 2018. (Revised July 2020.)
      • August 28, 2018
      • Article

      How Intermittent Breaks in Interaction Improve Collective Intelligence

      By: Ethan Bernstein, Jesse Shore and David Lazer
      People influence each other when they interact to solve problems. Such social influence introduces both benefits (higher average solution quality due to exploitation of existing answers through social learning) and costs (lower maximum solution quality due to a... View Details
      Keywords: Transparency; Social Influence; Collective Intelligence; Interaction; Problem Solving; Collaboration; Intermittant; Breaks; Always On; Communication Technologies; Communication; Design; Information; Management; Leadership; Organizational Design; Organizational Structure; Performance; Social and Collaborative Networks; Information Technology
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      Bernstein, Ethan, Jesse Shore, and David Lazer. "How Intermittent Breaks in Interaction Improve Collective Intelligence." Proceedings of the National Academy of Sciences 115, no. 35 (August 28, 2018).
      • August 28, 2018
      • Article

      Maintaining Trust When Agents Can Engage in Self-deception

      By: Andres Babino, Hernan A. Makse, Rafael Di Tella and Mariano Sigman
      The coexistence of cooperation and selfish instincts is a remarkable characteristic of humans. Psychological research has unveiled the cognitive mechanisms behind self-deception. Two important findings are that a higher ambiguity about others’ social preferences leads... View Details
      Keywords: Behavioral Economics; Cognitive Neuroscience; Corruption; Cooperation; Self-deception; Trust; Behavior
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      Babino, Andres, Hernan A. Makse, Rafael Di Tella, and Mariano Sigman. "Maintaining Trust When Agents Can Engage in Self-deception." Proceedings of the National Academy of Sciences 115, no. 35 (August 28, 2018): 8728–8733.
      • August 2018
      • Supplement

      The Fuji-Xerox Merger (C)

      By: Guhan Subramanian and Annie Zhao
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      Subramanian, Guhan, and Annie Zhao. "The Fuji-Xerox Merger (C)." Harvard Business School Supplement 919-006, August 2018.
      • August 2018
      • Case

      Four Products: Predicting Diffusion (2018)

      By: John Gourville
      One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
      Keywords: Diffusion Processes; Product Adoption; Marketing; Forecasting and Prediction; Demand and Consumers; Adoption; Product Launch
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      Gourville, John. "Four Products: Predicting Diffusion (2018)." Harvard Business School Case 519-018, August 2018.
      • Article

      Leonard Bernstein and the Promise of America

      By: Scott Duke Kominers
      Keywords: Music Entertainment; United States
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      Kominers, Scott Duke. "Leonard Bernstein and the Promise of America." Bloomberg Opinion (August 24, 2018).
      • August 2018 (Revised June 2019)
      • Case

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina and Mike Harmon
      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 Mike Harmon. "Oaktree: Pierre Foods Investment." Harvard Business School Case 219-018, August 2018. (Revised June 2019.)
      • August 2018 (Revised July 2019)
      • Case

      Idle Hands Craft Ales

      By: John T. Gourville
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      Gourville, John T. "Idle Hands Craft Ales." Harvard Business School Case 519-027, August 2018. (Revised July 2019.)
      • August 2018
      • Background Note

      Note on Hackathons

      By: Ethan Bernstein
      Organizations have often sought to meet the pressures of rapid change through novel ways of managing human capital to boost innovation and productivity. Hackathons have emerged as one of the latest approaches to do just that. How can those responsible for managing... View Details
      Keywords: Hackathon; Crowdsourcing; Hack; Innovation; Productivity; Minimum Viable Product; Time; Transparency; Bootcamp; Design; Entrepreneurship; Human Resources; Collaborative Innovation and Invention; Innovation and Management; Management; Organizational Structure; Performance Productivity; Technology; Technology Industry
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      Bernstein, Ethan. "Note on Hackathons." Harvard Business School Background Note 419-021, August 2018.
      • August 2018 (Revised September 2018)
      • Case

      Predicting Purchasing Behavior at PriceMart (A)

      By: Srikant M. Datar and Caitlin N. Bowler
      This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details
      Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
      • 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.)
      • August 2018 (Revised April 2019)
      • Case

      Chateau Winery (A): Unsupervised Learning

      By: Srikant M. Datar and Caitlin N. Bowler
      This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details
      Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis
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      Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (A): Unsupervised Learning." Harvard Business School Case 119-023, August 2018. (Revised April 2019.)
      • August 2018 (Revised April 2019)
      • Supplement

      Chateau Winery (B): Supervised Learning

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details
      Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis
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      Datar, Srikant M., and Caitlin N. Bowler. "Chateau Winery (B): Supervised Learning." Harvard Business School Supplement 119-024, August 2018. (Revised April 2019.)
      • August 2018 (Revised September 2018)
      • Case

      LendingClub (A): Data Analytic Thinking (Abridged)

      By: Srikant M. Datar and Caitlin N. Bowler
      LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns... View Details
      Keywords: Data Science; Data Analytics; Investing; Loans; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction; Business Model
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (A): Data Analytic Thinking (Abridged)." Harvard Business School Case 119-020, August 2018. (Revised September 2018.)
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (B): Decision Trees & Random Forests

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
      ... View Details
      Keywords: Data Science; Data Analytics; Decision Trees; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (B): Decision Trees & Random Forests." Harvard Business School Supplement 119-021, August 2018. (Revised September 2018.)
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (C): Gradient Boosting & Payoff Matrix

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details
      Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
      • August 2018 (Revised February 2022)
      • Case

      Lexoo: Building a Long-Lasting Platform

      By: Chiara Farronato and Elena Corsi
      Daniel van Binsbergen, Lexoo’s CEO, and web developer Chris O’Sullivan, CTO, had set up Lexoo, a UK legal marketplace, to help small and medium enterprises (SME) find legal advice at low prices. Lexoo had recently invested in a new vertical focused on larger companies.... View Details
      Keywords: Marketplaces; Legal Services; Growth Strategy; Technology Ventures; Service Operations; Digital Platforms; Marketplace Matching; Growth and Development Strategy; Legal Services Industry; United Kingdom
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      Farronato, Chiara, and Elena Corsi. "Lexoo: Building a Long-Lasting Platform." Harvard Business School Case 619-019, August 2018. (Revised February 2022.)
      • August 2018 (Revised January 2021)
      • Case

      Sundial Brands: Leading Through Transitions

      By: Lynda M. Applegate and Ashley Parker
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      Applegate, Lynda M., and Ashley Parker. "Sundial Brands: Leading Through Transitions." Harvard Business School Case 819-046, August 2018. (Revised January 2021.)
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