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      • Faculty Publications  (379)

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      • August 2017 (Revised July 2019)
      • Case

      GROW: Using Artificial Intelligence to Screen Human Intelligence

      By: Ethan Bernstein, Paul McKinnon and Paul Yarabe
      Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details
      Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan
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      Bernstein, Ethan, Paul McKinnon, and Paul Yarabe. "GROW: Using Artificial Intelligence to Screen Human Intelligence." Harvard Business School Case 418-020, August 2017. (Revised July 2019.)
      • 2017
      • Working Paper

      Business History, the Great Divergence and the Great Convergence

      By: Geoffrey Jones
      This working paper provides a business history perspective on debates about the Great Divergence, the rise of the income gap between the West and the Rest, and the more recent Great Convergence, which has seen a narrowing of that gap. The literature on the timing and... View Details
      Keywords: Business History; Economics; History; Wealth and Poverty; Developing Countries and Economies; Economic Growth
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      Jones, Geoffrey. "Business History, the Great Divergence and the Great Convergence." Harvard Business School Working Paper, No. 18-004, July 2017.
      • Article

      Does Front-Loading Taxation Increase Savings?: Evidence from Roth 401(k) Introductions

      By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
      Can governments increase private savings by taxing savings up front instead of in retirement? Roth 401(k) contributions are not tax-deductible in the contribution year, but withdrawals in retirement are untaxed. The more common before-tax 401(k) contribution is... View Details
      Keywords: Saving; Retirement; Taxation
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      Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "Does Front-Loading Taxation Increase Savings? Evidence from Roth 401(k) Introductions." Journal of Public Economics 151 (July 2017): 84–95.
      • 2017
      • Working Paper

      And the Children Shall Lead: Gender Diversity and Performance in Venture Capital

      By: Paul A. Gompers and Sophie Q. Wang
      With an overall lack of gender and ethnic diversity in the innovation sector documented in Gompers and Wang (2017), we ask the natural next question: Does increased diversity lead to better firm performances? In this paper, we attempt to answer this question using a... View Details
      Keywords: Diversity; Gender; Venture Capital; Performance Improvement; Capital Markets
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      Gompers, Paul A., and Sophie Q. Wang. "And the Children Shall Lead: Gender Diversity and Performance in Venture Capital." Harvard Business School Working Paper, No. 17-103, May 2017.
      • May 2017
      • Article

      Stable and Strategy-Proof Matching with Flexible Allotments

      By: John William Hatfield, Scott Duke Kominers and Alexander Westkamp
      We introduce a framework of matching with flexible allotments that can be used to model firms with cross-division hiring restrictions. Our framework also allows us to nest some prior models of matching with distributional constraints. Building upon our recent work on... View Details
      Keywords: Balance and Stability; Mathematical Methods
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      Hatfield, John William, Scott Duke Kominers, and Alexander Westkamp. "Stable and Strategy-Proof Matching with Flexible Allotments." American Economic Review 107, no. 5 (May 2017): 214–219.
      • February 2017 (Revised September 2017)
      • Case

      Bringing Digital to Wimbledon

      By: John T. Gourville and David Arnold
      It was mid-December 2016 as Alexandra (Alex) Willis read with satisfaction that The All England Lawn Tennis & Croquet Club (AELTC) had won yet another award for its use of social media to reach its fan base. As the organizer and host of “The Championships, Wimbledon,”... View Details
      Keywords: Wimbledon; London; Digital; Marketing; Marketing Communications; Online Technology
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      Gourville, John T., and David Arnold. "Bringing Digital to Wimbledon." Harvard Business School Case 517-093, February 2017. (Revised September 2017.)
      • 2017
      • Working Paper

      Diversity in Innovation

      By: Paul A. Gompers and Sophie Q. Wang
      In this paper we document the patterns of labor market participation by women and ethnic minorities in venture capital firms and as founders of venture capital-backed startups. We show that from 1990-2016 women have been less than 10% of the entrepreneurial and venture... View Details
      Keywords: Diversity; Gender; Entrepreneurship; Venture Capital
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      Gompers, Paul A., and Sophie Q. Wang. "Diversity in Innovation." Harvard Business School Working Paper, No. 17-067, January 2017.
      • November 2016
      • Case

      Anthony Starks at InSiL Therapeutics (A)

      By: Gary Pisano and Vicki Sato
      When Bruce Wayne hired Anthony Starks, he thought he had hit a home run by getting the most brilliant and passionate scientist-leader in the field to be his CSO. But a few months in, Wayne and Starks begin to clash over crucial forward-looking decisions about the... View Details
      Keywords: Biotech; Silicon; Managing Innovation; Management Challenges; Managing People; Managing Organization; R&D; R&D Project Management; Platform; Venture Capital; Drug Discovery; management; Biotechnology Industry; California
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      Pisano, Gary, and Vicki Sato. "Anthony Starks at InSiL Therapeutics (A)." Harvard Business School Case 617-029, November 2016.
      • Article

      Managing Perceptions of Distress at Work: Reframing Emotion as Passion

      By: Elizabeth Baily Wolf, Jooa Julia Lee, Sunita Sah and Alison Wood Brooks
      Expressing distress at work can have negative consequences for employees: observers perceive employees who express distress as less competent than employees who do not. Across five experiments, we explore how reframing a socially inappropriate emotional expression... View Details
      Keywords: Decision Making; Emotions; Perception
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      Wolf, Elizabeth Baily, Jooa Julia Lee, Sunita Sah, and Alison Wood Brooks. "Managing Perceptions of Distress at Work: Reframing Emotion as Passion." Organizational Behavior and Human Decision Processes 137 (November 2016): 1–12.
      • October 2016 (Revised April 2018)
      • Case

      DataXu: Selling Ad Tech

      By: Frank V. Cespedes, John Deighton, Lisa Cox and Olivia Hull
      DataXu served marketers by buying digital advertising for brands using its demand-side platform. It sought a way to build a more predictable revenue stream in the very transactional media marketplace, and hoped that two new marketing analytics products would give it a... View Details
      Keywords: Sales Management; Pricing; Programmatic Ad Buying; "Marketing Analytics"; Advertising Technology; Sales; Digital Marketing; Marketing Strategy; Advertising Campaigns; Product Launch; Product Positioning; Media; Technology Industry; Advertising Industry; Boston; Massachusetts
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      Cespedes, Frank V., John Deighton, Lisa Cox, and Olivia Hull. "DataXu: Selling Ad Tech." Harvard Business School Case 817-012, October 2016. (Revised April 2018.)
      • September 2016 (Revised September 2017)
      • Case

      Collage.com: Scaling a Distributed Organization

      By: Christopher Stanton and Shikhar Ghosh
      Kevin Borders and Joe Golden, co-founders and co-CEOs of Collage.com, must decide how to grow their custom photo-products startup in the face of fierce competition. From 2011 through 2016, the business evolved from a hobby to a startup with $22 million in revenue and... View Details
      Keywords: Remote Work; Internet and the Web; Organizational Structure; Competitive Strategy; Employees; Business Startups; Growth and Development Strategy; Consumer Products Industry; Service Industry
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      Stanton, Christopher, and Shikhar Ghosh. "Collage.com: Scaling a Distributed Organization." Harvard Business School Case 817-038, September 2016. (Revised September 2017.)
      • Article

      The Scandal Effect

      By: Boris Groysberg, Eric Lin, George Serafeim and Robin Abrahams
      Executives with scandal-tainted companies on their résumés pay a penalty on the job market, even if they clearly had nothing to do with the trouble. Because the scandal effect is lasting, a company you left long ago could have an impact on your current and future job... View Details
      Keywords: Misconduct; Career; Career Management; Career Changes; Executive Leadership; Executive Development; Crime and Corruption; Executive Compensation; Personal Development and Career; Management Skills; Management Teams
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      Groysberg, Boris, Eric Lin, George Serafeim, and Robin Abrahams. "The Scandal Effect." Harvard Business Review 94, no. 9 (September 2016): 90–98.
      • September 2016
      • Article

      When 3+1>4: Gift Structure and Reciprocity in the Field

      By: Duncan S. Gilchrist, Michael Luca and Deepak Malhotra
      Do higher wages elicit reciprocity and lead to increased productivity? In a field experiment with 266 employees, we find that paying higher wages, per se, does not have a discernible effect on productivity (in a context with no future employment opportunities).... View Details
      Keywords: Wages; Performance Productivity
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      Gilchrist, Duncan S., Michael Luca, and Deepak Malhotra. "When 3+1>4: Gift Structure and Reciprocity in the Field." Management Science 62, no. 9 (September 2016): 2639–2650.
      • August 2016 (Revised July 2018)
      • Case

      Accenture Human Capital Strategy

      By: Paula A. Price, V.G. Narayanan and James Weber
      Accenture is a leading global consulting, technology, and outsourcing company. It has clients and its own operations throughout the world. This case describes the human resources and related activities necessary to deliver its services to clients. It allows students to... View Details
      Keywords: Management Consulting; Technology Consulting; Outsourcing; Human Resources; Activity Based Costing and Management; Management Practices and Processes
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      Price, Paula A., V.G. Narayanan, and James Weber. "Accenture Human Capital Strategy." Harvard Business School Case 117-032, August 2016. (Revised July 2018.)
      • May 2016
      • Supplement

      Should I Stay or Should I Go? (B)

      By: Boris Groysberg, George Serafeim, Eric Lin and Robin Abrahams
      A sequel to HBS No. 515-069. Alexi has been hired as CFO for a medical start-up, despite the controversy over his former company. The (B) cases focuses on how to introduce new, high-profile leaders to stakeholders inside and outside the organization. View Details
      Keywords: Business and Stakeholder Relations
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      Groysberg, Boris, George Serafeim, Eric Lin, and Robin Abrahams. "Should I Stay or Should I Go? (B)." Harvard Business School Supplement 116-060, May 2016.
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • 2016
      • Working Paper

      Who Gets Hired?: The Importance of Finding an Open Slot

      By: Edward P. Lazear, Kathryn L. Shaw and Christopher Stanton
      Despite seeming to be an important requirement for hiring, the concept of a slot is absent from virtually all of economics. Macroeconomic studies of vacancies and search come closest, but the implications of slot-based hiring for individual worker outcomes has not been... View Details
      Keywords: Hiring; Selection and Staffing; Employment
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      Lazear, Edward P., Kathryn L. Shaw, and Christopher Stanton. "Who Gets Hired? The Importance of Finding an Open Slot." Harvard Business School Working Paper, No. 16-128, May 2016.
      • April 8, 2016
      • Other Article

      How to Hire a Millennial

      By: Joseph B. Fuller
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      Fuller, Joseph B. "How to Hire a Millennial." Harvard Business School Working Knowledge (April 8, 2016).
      • Article

      Landing the First Job: The Value of Intermediaries in Online Hiring

      By: Christopher Stanton and Catherine Thomas
      Online markets for remote labor services allow workers and firms to contract with each other directly. Despite this, intermediaries—called outsourcing agencies—have emerged in these markets. This paper shows that agencies signal to employers that inexperienced workers... View Details
      Keywords: Marketplace Matching; Agency Theory
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      Stanton, Christopher, and Catherine Thomas. "Landing the First Job: The Value of Intermediaries in Online Hiring." Review of Economic Studies 83, no. 2 (April 2016): 810–854.
      • February 2016 (Revised February 2017)
      • Case

      Mattermark

      By: Jeffrey Bussgang and Annelena Lobb
      Mattermark, a software-as-a-service company that sold software allowing companies to access financial information about privately-held companies and startups, was at a turning point. CEO Danielle Morrill had to allocate investment funding from a Series A round. She... View Details
      Keywords: Entrepreneurship; Applications and Software; Business Startups; Marketing; Strategy; Technology Industry; United States
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      Bussgang, Jeffrey, and Annelena Lobb. "Mattermark." Harvard Business School Case 816-073, February 2016. (Revised February 2017.)
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