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      • Faculty Publications  (22)

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      • November–December 2024
      • Article

      Group Size and Its Impact on Diversity-Related Perceptions and Hiring Decisions in Homogeneous Groups

      By: Aneesh Rai, Edward H. Chang, Erika Kirgios and Katherine L. Milkman
      Why do some homogeneous groups face backlash for lacking diversity, whereas others escape censure? We show that a homogeneous group’s size changes how it is perceived and whether decision makers pursue greater diversity in its ranks. We theorize that people make... View Details
      Keywords: Diversity; Perception; Decision Making; Groups and Teams; Selection and Staffing; Size
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      Rai, Aneesh, Edward H. Chang, Erika Kirgios, and Katherine L. Milkman. "Group Size and Its Impact on Diversity-Related Perceptions and Hiring Decisions in Homogeneous Groups." Organization Science 35, no. 6 (November–December 2024): 1990–2015.
      • July 2024
      • Case

      Freelancer, Ltd.

      By: Christopher Stanton, Karim R. Lakhani, Jin Hyun Paik and Nina Cohodes
      Over the course of the 2010s, the rapid advancement of mobile technologies and the rise of online freelancing platforms seemed to portend a radical transformation of labor markets into on-demand, flexible talent pools. Even though several Fortune 500... View Details
      Keywords: Freelancers; Labor Markets; Internet and the Web; Digital Platforms; Corporate Entrepreneurship; Human Capital; Change Management; Globalized Firms and Management; Employment; Global Range; Employment Industry
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      Stanton, Christopher, Karim R. Lakhani, Jin Hyun Paik, and Nina Cohodes. "Freelancer, Ltd." Harvard Business School Multimedia/Video Case 823-706, July 2024.
      • April 2023
      • Supplement

      Fresh Food Generation

      By: Brian Trelstad
      Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      This case highlights one of five BIPOC entrepreneuers in the Boston area as part of the HBS Impact Investment Fund. In fall 2021, a team of... View Details
      Keywords: Growth and Development Strategy; Entrepreneurship; Race; Food and Beverage Industry
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      Trelstad, Brian. "Fresh Food Generation." Harvard Business School Multimedia/Video Supplement 323-704, April 2023.
      • December 2022
      • Supplement

      Freelancer, Ltd. Case Supplement

      By: Christopher Stanton, Karim R. Lakhani, Jin Hyun Paik and Nina Cohodes
      Over the course of the 2010s, the rapid advancement of mobile technologies and the rise of online freelancing platforms seemed to portend a radical transformation of labor markets into on-demand, flexible talent pools. Even though several Fortune 500 companies,... View Details
      Keywords: Labor Markets; Freelancers; Change Management; Corporate Entrepreneurship; Globalized Firms and Management; Human Capital; Employment; Digital Platforms; Global Range; Adoption; Governing Rules, Regulations, and Reforms; Growth and Development Strategy; Computer Industry; Electronics Industry; Employment Industry; Information Industry; Australia; United States; Philippines
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      Stanton, Christopher, Karim R. Lakhani, Jin Hyun Paik, and Nina Cohodes. "Freelancer, Ltd. Case Supplement." Harvard Business School Multimedia/Video Supplement 823-707, December 2022. (Click here to access this case.)
      • September 2022 (Revised September 2024)
      • Case

      Esas Group: Investing Together, Staying Together

      By: Christina R. Wing and Alpana Thapar
      This case opens in June 2022, after Esas Group, one of Turkey’s largest family-owned investment firms, implements a series of changes to professionalize the business and help transition family members from operators to responsible investors. In December 2019, the Group... View Details
      Keywords: Family Business; Transition; Business or Company Management; Organizational Structure; Governing and Advisory Boards; Governance; Financial Services Industry; Turkey
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      Wing, Christina R., and Alpana Thapar. "Esas Group: Investing Together, Staying Together." Harvard Business School Case 623-027, September 2022. (Revised September 2024.)
      • August 2022 (Revised May 2025)
      • Case

      Fresh Food Generation

      By: Brian Trelstad, Amy Klopfenstein and Mel Martin
      This case highlights one of five BIPOC entrepreneurs in the Boston area as part of the HBS Impact Investment Fund. In fall 2021, a team of HBS students reviewed the financial statements of Fresh Food Generation (FFG), a Dorchester, Massachusetts-based food service... View Details
      Keywords: Impact Investing; Investment; Entrepreneurial Finance; Entrepreneurship; Race; Food and Beverage Industry; Boston
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      Trelstad, Brian, Amy Klopfenstein, and Mel Martin. "Fresh Food Generation." Harvard Business School Case 323-010, August 2022. (Revised May 2025.)
      • February 2022 (Revised September 2022)
      • Case

      InstaDeep: AI Innovation Born in Africa (A)

      By: Shikhar Ghosh and Esel Çekin
      Karim Beguir and Zohra Slim were the co-founders of InstaDeep, a deep tech startup focusing on artificial intelligence (AI) solutions. Instadeep was one of the few companies globally that were partnering with DeepMind, an AI subsidiary of Google [Alphabet Inc.].... View Details
      Keywords: AI; Artificial Intelligence; Entrepreneurship; Operations; Business Subsidiaries; Brands and Branding; Innovation and Invention; Growth and Development Strategy; AI and Machine Learning; Technology Industry; Africa
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      Ghosh, Shikhar, and Esel Çekin. "InstaDeep: AI Innovation Born in Africa (A)." Harvard Business School Case 822-104, February 2022. (Revised September 2022.)
      • February 2022 (Revised July 2022)
      • Supplement

      InstaDeep: AI Innovation Born in Africa (B)

      By: Shikhar Ghosh and Esel Çekin
      Karim Beguir and Zohra Slim were the co-founders of InstaDeep, a deep tech startup focusing on artificial intelligence (AI) solutions. Instadeep was one of the few companies globally that were partnering with DeepMind, an AI subsidiary of Google [Alphabet Inc.].... View Details
      Keywords: AI; Artificial Intelligence; Entrepreneurship; Operations; Business Subsidiaries; Brands and Branding; Innovation and Invention; Growth and Development Strategy; AI and Machine Learning; Technology Industry; Africa
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      Ghosh, Shikhar, and Esel Çekin. "InstaDeep: AI Innovation Born in Africa (B)." Harvard Business School Supplement 822-105, February 2022. (Revised July 2022.)
      • 2022
      • White Paper

      The Emerging Degree Reset: How the Shift to Skills-Based Hiring Holds the Keys to Growing the U.S. Workforce at a Time of Talent Shortage

      By: Joseph B. Fuller, Christina Langer, Julia Nitschke, Layla O'Kane, Matthew Sigelman and Bledi Taska
      Employers are resetting degree requirements in a wide range of roles, dropping the requirement for a bachelor’s degree in many middle-skill and even some higher-skill roles. This reverses a trend toward degree inflation in job postings going back to the Great... View Details
      Keywords: Skills; Workforce; Talent; Human Resource Management; Selection and Staffing; Competency and Skills; Talent and Talent Management; Human Resources
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      Fuller, Joseph B., Christina Langer, Julia Nitschke, Layla O'Kane, Matthew Sigelman, and Bledi Taska. "The Emerging Degree Reset: How the Shift to Skills-Based Hiring Holds the Keys to Growing the U.S. Workforce at a Time of Talent Shortage." White Paper, Burning Glass Institute, February 2022.
      • January 2020 (Revised January 2025)
      • Case

      Freelancer, Ltd.

      By: Christopher Stanton, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik and Nina Cohodes
      Over the course of the 2010s, the rapid advancement of mobile technologies and the rise of online freelancing platforms seemed to portend a radical transformation of labor markets into on-demand, flexible talent pools. Even though several Fortune 500... View Details
      Keywords: Freelancers; Platforms; Digital Labor; Labor; Human Resources; Management; Internet and the Web; Growth and Development Strategy; Digital Platforms; Information Industry; Australia; United States; Philippines
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      Stanton, Christopher, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik, and Nina Cohodes. "Freelancer, Ltd." Harvard Business School Case 820-075, January 2020. (Revised January 2025.)
      • August 2019 (Revised March 2020)
      • Background Note

      Note on Structured Interviewing

      By: Ethan Bernstein and Amy Ross
      Making good hiring decisions is a critical management activity, yet many leaders just “wing it” when interviewing candidates to fill openings by having an organic conversation to assess the candidate’s fit, unknowingly subjecting the process to unconscious bias.... View Details
      Keywords: Interviewing; Job Interviews; Recruitment; Selection and Staffing; Human Resources
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      Bernstein, Ethan, and Amy Ross. "Note on Structured Interviewing." Harvard Business School Background Note 420-032, August 2019. (Revised March 2020.)
      • February 2019 (Revised May 2019)
      • Case

      Hot Chicken Takeover

      By: William R. Kerr, Manjari Raman and Olivia Hull
      By December 2018, entrepreneur Joe DeLoss’s fried chicken company, Hot Chicken Takeover, has opened three restaurants in Columbus, Ohio, using an unconventional employment model that helps people with criminal records get back on their feet. DeLoss is proud of the... View Details
      Keywords: Fair Chance Employment; Fair Chance Hiring; Open Hiring; Inclusive Hiring; Criminal Record; Homelessness; Therapeutic Employment; Corporate Culture; Managing The Future Of Work; Food; Entrepreneurship; Social Entrepreneurship; Values and Beliefs; Fairness; Human Resources; Compensation and Benefits; Recruitment; Employees; Retention; Selection and Staffing; Innovation Strategy; Job Offer; Job Interviews; Human Capital; Leadership; Growth Management; Corporate Social Responsibility and Impact; Mission and Purpose; Social Enterprise; Social Issues; Poverty; Welfare; Food and Beverage Industry; Ohio; United States
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      Kerr, William R., Manjari Raman, and Olivia Hull. "Hot Chicken Takeover." Harvard Business School Case 819-078, February 2019. (Revised May 2019.)
      • January 2018
      • Article

      Who Gets Hired? The Importance of Competition Among Applicants

      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; Competency and Skills
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      Lazear, Edward P., Kathryn L. Shaw, and Christopher Stanton. "Who Gets Hired? The Importance of Competition Among Applicants." Journal of Labor Economics 36, no. S1 (January 2018): S133–S181.
      • August 2017 (Revised February 2023)
      • Case

      Managing Diversity and Inclusion at Yelp

      By: Michael Luca, Joshua Schwartzstein and Gauri Subramani
      This case explores the industry-wide lack of employee diversity in the technology sector and Yelp’s decision to take a leadership position in identifying strategies to increase diversity. The goal of the case is to provide an opportunity for students to develop a... View Details
      Keywords: Diversity; Employees; Leading Change; Strategy; Organizational Culture; Technology Industry
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      Luca, Michael, Joshua Schwartzstein, and Gauri Subramani. "Managing Diversity and Inclusion at Yelp." Harvard Business School Case 918-009, August 2017. (Revised February 2023.)
      • 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
      Citation
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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.
      • November 2015
      • Case

      Katherine Schuler at Boxes & Bins, Inc.

      By: Linda A. Hill and James Kindley
      This case is about Katherine Schuler, soon to become senior vice president of marketing at a fast-growing retail organization, Boxes & Bins (B&B). Part of Schuler's success has been due to her "fit" into a company with clear values and principles. In particular, B&B... View Details
      Keywords: Change Management; Personal Development and Career; Growth and Development Strategy; Retail Industry
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      Hill, Linda A., and James Kindley. "Katherine Schuler at Boxes & Bins, Inc." Harvard Business School Brief Case 916-501, November 2015.
      • August 2014
      • Case

      Opening the Valve: From Software to Hardware (A)

      By: Ethan Bernstein, Francesca Gino and Bradley Staats
      Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details
      Keywords: Valve; Self-Managed Organizations; Organization Design; Strategy; Flat Organization; Video Games; Organization Alignment; Family Business; Steam; Steam Machine; Design; Games, Gaming, and Gambling; Human Resources; Collaborative Innovation and Invention; Technological Innovation; Leadership Style; Management Practices and Processes; Organizational Design; Organizational Structure; Organizational Culture; Organizational Change and Adaptation; Groups and Teams; Alignment; Software; Hardware; Video Game Industry; Seattle
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      Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (A)." Harvard Business School Case 415-015, August 2014.
      • August 2014 (Revised August 2015)
      • Supplement

      Opening the Valve: From Software to Hardware (B)

      By: Ethan Bernstein, Francesca Gino and Bradley Staats
      Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details
      Keywords: Valve; Self-Managed Organizations; Organization Design; Strategy; Flat Organization; Video Games; Organization Alignment; Family Business; Steam; Steam Machine; Design; Games, Gaming, and Gambling; Human Resources; Collaborative Innovation and Invention; Technological Innovation; Leadership Style; Management Practices and Processes; Organizational Design; Organizational Structure; Organizational Culture; Organizational Change and Adaptation; Groups and Teams; Alignment; Software; Hardware; Video Game Industry; Seattle
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      Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (B)." Harvard Business School Supplement 415-016, August 2014. (Revised August 2015.)
      • August 2014
      • Case

      Netflix: Designing the Netflix Prize (A)

      By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar and Stephanie Healy Pokrywa
      In 2006, Reed Hastings, CEO of Netflix, was looking for a way to solve Netflix's customer churn problem. Netflix used Cinematch, its proprietary movie recommendation software, to promote individually determined best-fit movies to customers. Hastings determined that a... View Details
      Keywords: Crowdsourcing; Prizes; Digitization; Algorithms; Recommendation Software; Disruption; Transformation; Collaborative Innovation and Invention; Technological Innovation; Knowledge Sharing; Applications and Software; Motion Pictures and Video Industry; Entertainment and Recreation Industry; Technology Industry; United States
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      Lakhani, Karim R., Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar, and Stephanie Healy Pokrywa. "Netflix: Designing the Netflix Prize (A)." Harvard Business School Case 615-015, August 2014.
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