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    • All HBS Web  (1,029)
      • Faculty Publications  (211)

      Selection DecisionsRemove Selection Decisions →

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      • February 2018 (Revised December 2020)
      • Case

      People Analytics at Teach For America (A)

      By: Jeffrey T. Polzer and Julia Kelley
      As of mid-2016, national nonprofit Teach For America (TFA) had struggled with three consecutive years of declining application totals, and senior management was re-examining the organization's strategy, including recruitment and selection. A few months earlier, former... View Details
      Keywords: Recruitment; Selection and Staffing; Analysis; Forecasting and Prediction
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      Polzer, Jeffrey T., and Julia Kelley. "People Analytics at Teach For America (A)." Harvard Business School Case 418-013, February 2018. (Revised December 2020.)
      • January 2018
      • Case

      Peak Games: Hiring Priorities in Times of Rapid Growth (A)

      By: William R. Kerr and Gamze Yucaoglu
      Sidar Şahin, founder and CEO of Peak Games, a Turkey-based global mobile gaming company, must decide on the final list of candidates for the critical global marketing director position the company has been trying to fill for over a year. Since its founding in 2010,... View Details
      Keywords: Recruiting; Staffing; Emergent Countries; Entrepreneurial Management; Private Sector; Business Strategy; Decision; Growth Management; Games, Gaming, and Gambling; Selection and Staffing; Talent and Talent Management; Business Model; Growth and Development Strategy; Competitive Advantage; Value Creation; Organizational Culture; Decision Choices and Conditions; Technology Industry; Turkey
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      Kerr, William R., and Gamze Yucaoglu. "Peak Games: Hiring Priorities in Times of Rapid Growth (A)." Harvard Business School Case 818-083, January 2018.
      • January 2018 (Revised January 2020)
      • Case

      People Analytics at McKinsey

      By: Jeffrey T. Polzer and Olivia Hull
      A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details
      Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry
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      Polzer, Jeffrey T., and Olivia Hull. "People Analytics at McKinsey." Harvard Business School Case 418-023, January 2018. (Revised January 2020.)
      • 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.
      • Article

      Default Neglect in Attempts at Social Influence

      By: Julian Zlatev, David P. Daniels, Hajin Kim and Margaret A. Neale
      Current theories suggest that people understand how to exploit common biases to influence others. However, these predictions have received little empirical attention. We consider a widely studied bias with special policy relevance: the default effect, which is the... View Details
      Keywords: Social Influence; Default Effect; Nudges; Choice Architecture; Decision Making; Behavior
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      Zlatev, Julian, David P. Daniels, Hajin Kim, and Margaret A. Neale. "Default Neglect in Attempts at Social Influence." Proceedings of the National Academy of Sciences 114, no. 52 (December 26, 2017).
      • November 2017
      • Teaching Note

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 2017.
      • November 2017
      • Supplement

      Merging American Airlines and US Airways (B)

      By: David G. Fubini, David A. Garvin and Carin-Isabel Knoop
      Exhibit to Merging American Airlines and US Airways (A) case. In February 2013, US Airways announced that it would merge with American Airlines to create the world’s largest airline. Doug Parker, the CEO of US Airways, would become CEO of the new American Airlines... View Details
      Keywords: Airlines; Merger; Takeover; Integration Strategy; Merger Integration; Mergers and Acquisitions; Decision Making; Governance; Management Teams; Operations; Organizational Culture; Air Transportation Industry; United States
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      Fubini, David G., David A. Garvin, and Carin-Isabel Knoop. "Merging American Airlines and US Airways (B)." Harvard Business School Supplement 418-036, November 2017.
      • July 2017 (Revised July 2019)
      • Supplement

      "Doctor My Eyes"--The Acquisition of Bausch & Lomb by Warburg Pincus (B)

      By: Nori Gerardo Lietz and Ricardo Andrade
      The B Case of "Dr. My Eyes" provides the answer as to what happened after the ending fact pattern in Case A and the imminent choices faced by the protagonist in the primary case. At the end of the Case A, Bess Weatherman of Warburg Pincus, must chose one option of two... View Details
      Keywords: Private Equity; Health Care and Treatment; Mergers and Acquisitions; Corporate Governance; Decision Choices and Conditions; Outcome or Result; Health Industry; Consumer Products Industry; Pharmaceutical Industry
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      Lietz, Nori Gerardo, and Ricardo Andrade. "Doctor My Eyes"--The Acquisition of Bausch & Lomb by Warburg Pincus (B). Harvard Business School Supplement 218-029, July 2017. (Revised July 2019.)
      • 2017
      • Working Paper

      Task Selection and Workload: A Focus on Completing Easy Tasks Hurts Long-Term Performance

      By: Diwas S. KC, Bradley R. Staats, Maryam Kouchaki and Francesca Gino
      How individuals manage, organize, and complete their tasks is central to operations management. Recent research in operations focuses on how under conditions of increasing workload, individuals can increase their service time, up to a point, to complete work more... View Details
      Keywords: Employees; Decision Making; Performance Effectiveness; Performance Productivity
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      KC, Diwas S., Bradley R. Staats, Maryam Kouchaki, and Francesca Gino. "Task Selection and Workload: A Focus on Completing Easy Tasks Hurts Long-Term Performance." Harvard Business School Working Paper, No. 17-112, June 2017.
      • 2018
      • Working Paper

      Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates

      By: Vincent Pons and Clémence Tricaud
      In French parliamentary and local elections, candidates ranked first and second in the first round automatically qualify for the second round, while a third candidate qualifies only when selected by more than 12.5 percent of registered citizens. Using a fuzzy RDD... View Details
      Keywords: Expressive Voting; Strategic Voting; Regression Discontinuity Design; French Elections; Voting; Political Elections; Behavior; France
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      Pons, Vincent, and Clémence Tricaud. "Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates." Harvard Business School Working Paper, No. 17-107, May 2017. (Revised February 2018. Revise and resubmit requested, Econometrica.)
      • May 2017 (Revised March 2018)
      • Case

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail Industry; United States; Canada; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
      • May 2017 (Revised August 2021)
      • Case

      Mavi: Fashioning a Path to Brand Growth

      By: Jill Avery and Gamze Yucaoglu
      This case examines the strategic choices and business model with regards to branding at Mavi, a leading Turkish apparel retailer. The case is presented from the perspective of the company CEO and its global brand director who is also part owner. In 2015, Mavi had sales... View Details
      Keywords: Brand Management; Brand Architecture; Brand Portfolio Strategy; Brand Positioning; International Expansion; Retailing; Fashion; Pricing; Fast Fashion; Emerging Economies; Brand Extension; Marketing; Marketing Strategy; Brands and Branding; Emerging Markets; Growth and Development Strategy; Expansion; Global Range; Decision Choices and Conditions; Fashion Industry; Retail Industry; Turkey; Europe; Asia
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      Avery, Jill, and Gamze Yucaoglu. "Mavi: Fashioning a Path to Brand Growth." Harvard Business School Case 517-075, May 2017. (Revised August 2021.)
      • Article

      Is Saving Lives Your Task or God's?: Religiosity, Belief in God, and Moral Judgment

      By: Netta Barak-Corren and Max Bazerman
      Should a Catholic hospital abort a life-threatening pregnancy or let a pregnant woman die? Should a religious employer allow his employees access to contraceptives or break with healthcare legislation? People and organizations of faith often face moral decisions that... View Details
      Keywords: Normative Conflict; Inaction; Indirectness; Deontology; Utilitarianism; Sunday Effect; Religion; Moral Sensibility; Decisions; Judgments
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      Barak-Corren, Netta, and Max Bazerman. "Is Saving Lives Your Task or God's? Religiosity, Belief in God, and Moral Judgment." Judgment and Decision Making 12, no. 3 (May 2017): 280–296.
      • April 2017 (Revised January 2020)
      • Case

      Korea Telecom: Building a GiGAtopia (A)

      By: Shane Greenstein, Feng Zhu and Kerry Herman
      Korea Telecom (KT) has committed $4 billion in investments and R&D to build a GiGAtopia, essentially ushering in the next generation of mobile (5G) and wired infrastructure. CEO Dr. Chang-Gyu Hwang, and his team are considering which areas to prioritize in terms of new... View Details
      Keywords: Mobile and Wireless Technology; Technological Innovation; Infrastructure; Growth and Development Strategy; Competitive Strategy; Decision Choices and Conditions; Telecommunications Industry
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      Greenstein, Shane, Feng Zhu, and Kerry Herman. "Korea Telecom: Building a GiGAtopia (A)." Harvard Business School Case 617-014, April 2017. (Revised January 2020.)
      • March–April 2017
      • Article

      Sink or Swim: The Role of Workplace Context in Shaping Career Advancement and Human-Capital Development

      By: Shinjinee Chattopadhyay and Prithwiraj Choudhury
      We develop and test predictions on how early-career challenges arising from the workplace context affect short- and long-term career advancement of individuals. Typically an organization’s decision to deploy a manager to one of several possible contexts is endogenous... View Details
      Keywords: Workplace Context; Career Advancement; Context; Situation or Environment; Human Capital; Personal Development and Career; Performance
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      Chattopadhyay, Shinjinee, and Prithwiraj Choudhury. "Sink or Swim: The Role of Workplace Context in Shaping Career Advancement and Human-Capital Development." Organization Science 28, no. 2 (March–April 2017): 211–227.
      • January 2017 (Revised December 2017)
      • Case

      Merging American Airlines and US Airways (A)

      By: David G. Fubini, David A. Garvin and Carin-Isabel Knoop
      In February 2013, US Airways announced that it would merge with American Airlines to create the world’s largest airline. Doug Parker, the CEO of US Airways, would become CEO of the new American Airlines Group (AAL). The case describes a number of critical decisions... View Details
      Keywords: Airlines; Merger; Takeover; Integration Strategy; Merger Integration; Mergers and Acquisitions; Decision Making; Governance; Management Teams; Operations; Organizational Culture; Air Transportation Industry; United States
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      Fubini, David G., David A. Garvin, and Carin-Isabel Knoop. "Merging American Airlines and US Airways (A)." Harvard Business School Case 417-054, January 2017. (Revised December 2017.)
      • November 2016 (Revised April 2018)
      • Case

      reMarkable: e-Writing the Future

      By: Elie Ofek and Curtis Hsu
      Magnus Wanberg is the creator of reMarkable, a breakthrough e-writer device set apart from similar products on the market by having solved the frustrating “slow ink” problem typically experienced on pen-based electronic devices, thus providing a “pen and paper” like... View Details
      Keywords: Entrepreneurial Marketing; Innovation Management; Go To Market Strategy; Marketing Plan; Target Market; Digital Devices; Consumer Electronics; Forecasting; Information Technology; Marketing Strategy; Innovation and Management; Marketing Channels; Entrepreneurship; Forecasting and Prediction; Product Marketing; Product Development; Electronics Industry
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      Ofek, Elie, and Curtis Hsu. "reMarkable: e-Writing the Future." Harvard Business School Case 517-018, November 2016. (Revised April 2018.)
      • October 2016
      • Article

      Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science

      By: Kevin J. Boudreau, Eva Guinan, Karim R. Lakhani and Christoph Riedl
      Selecting among alternative innovative projects is a core management task in all innovating organizations. In this paper, we focus on the evaluation of frontier scientific research projects. We argue that the "intellectual distance" between the knowledge embodied in... View Details
      Keywords: Knowledge; Innovation; Novelty; Evaluation; Resource Allocation; Decision Choices and Conditions; Innovation and Management; Science-Based Business; Experience and Expertise
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      Boudreau, Kevin J., Eva Guinan, Karim R. Lakhani, and Christoph Riedl. "Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science." Management Science 62, no. 10 (October 2016).
      • Working Paper

      How Do Venture Capitalists Make Decisions?

      By: Paul A. Gompers, William Gornall, Steven N. Kaplan and Ilya A. Strebulaev
      We survey 885 institutional venture capitalists (VCs) at 681 firms to learn how they make decisions across eight areas: deal sourcing, investment selection, valuation, deal structure, post-investment value-added, exits, internal firm organization, and relationships... View Details
      Keywords: Venture Capital; Decision Choices and Conditions
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      Gompers, Paul A., William Gornall, Steven N. Kaplan, and Ilya A. Strebulaev. "How Do Venture Capitalists Make Decisions?" NBER Working Paper Series, No. 22587, September 2016.
      • August 2016
      • Article

      The Role of (Dis)similarity in (Mis)predicting Others' Preferences

      By: Kate Barasz, Tami Kim and Leslie K. John
      Consumers readily indicate liking options that appear dissimilar—for example, enjoying both rustic lake vacations and chic city vacations or liking both scholarly documentary films and action-packed thrillers. However, when predicting other consumers’ tastes for the... View Details
      Keywords: Perceived Similarity; Prediction Error; Preference Prediction; Self-other Difference; Social Inference; Cognition and Thinking; Perception; Forecasting and Prediction
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      Barasz, Kate, Tami Kim, and Leslie K. John. "The Role of (Dis)similarity in (Mis)predicting Others' Preferences." Journal of Marketing Research (JMR) 53, no. 4 (August 2016): 597–607.
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