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    • All HBS Web  (506)
      • Faculty Publications  (28)

      Diversity TrainingRemove Diversity Training →

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      • January 24, 2025
      • Article

      Behaviorally Designed Training Leads to More Diverse Hiring

      By: Cansin Arslan, Edward H. Chang, Siri Chilazi, Iris Bohnet and Oliver P. Hauser
      Many organizations have shown interest in increasing the diversity of their workforces for various reasons. Collectively, they have spent millions of dollars and countless employee hours on diversity training. Yet, there is little empirical evidence that such training... View Details
      Keywords: Training; Diversity; Selection and Staffing; Behavior; Outcome or Result; Organizational Change and Adaptation
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      Arslan, Cansin, Edward H. Chang, Siri Chilazi, Iris Bohnet, and Oliver P. Hauser. "Behaviorally Designed Training Leads to More Diverse Hiring." Science 387, no. 6732 (January 24, 2025): 364–366.
      • May–June 2024
      • Article

      Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs

      By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
      Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
      Keywords: Prejudice and Bias; Gender; Training; Recruitment; Personal Development and Career
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      Lane, Jacqueline N., Karim R. Lakhani, and Roberto Fernandez. "Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs." Organization Science 35, no. 3 (May–June 2024): 911–927.
      • 2023
      • Other Article

      The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications

      By: Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers and Stuart Shieber
      Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications. Though the impact and novelty of innovations expressed in patent data are difficult... View Details
      Keywords: USPTO; Natural Language Processing; Classification; Summarization; Patent Novelty; Patent Trolls; Patent Enforceability; Patents; Innovation and Invention; Intellectual Property; AI and Machine Learning; Analytics and Data Science
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      Suzgun, Mirac, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers, and Stuart Shieber. "The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 36 (2023).
      • 2023
      • Working Paper

      Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs

      By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
      Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
      Keywords: STEM; Selection and Staffing; Gender; Prejudice and Bias; Training; Equality and Inequality; Competency and Skills
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      Lane, Jacqueline N., Karim R. Lakhani, and Roberto Fernandez. "Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs." Harvard Business School Working Paper, No. 23-066, April 2023. (Accepted by Organization Science.)
      • March–April 2023
      • Article

      The New-Collar Workforce

      By: Colleen Ammerman, Boris Groysberg and Ginni Rometty
      Many workers today are stuck in low-paying jobs, unable to advance simply because they don’t have a bachelor’s degree. At the same time, many companies are desperate for workers and not meeting the diversity goals that could help them perform better while also reducing... View Details
      Keywords: Diversity; Recruitment; Social Issues; Higher Education; Competency and Skills
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      Ammerman, Colleen, Boris Groysberg, and Ginni Rometty. "The New-Collar Workforce." Harvard Business Review 101, no. 2 (March–April 2023): 96–103.
      • March 2023 (Revised May 2023)
      • Case

      OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (A)

      By: Linda A. Hill and Lydia Begag
      It was December 10, 2020, and Ed Bastian, the Chief Executive Officer (CEO) of Delta Air Lines (Delta), had just finished a meeting with Joanne Smith, Executive Vice President and Chief People Officer, and Keyra Lynn Johnson, the Chief Diversity and Inclusion Officer.... View Details
      Keywords: Recruitment; Training; Race; Equality and Inequality; Corporate Social Responsibility and Impact; Job Design and Levels; Air Transportation Industry; United States
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      Hill, Linda A., and Lydia Begag. "OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (A)." Harvard Business School Case 423-072, March 2023. (Revised May 2023.)
      • March 2023 (Revised May 2023)
      • Supplement

      OneTen At Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (B)

      By: Linda A. Hill and Lydia Begag
      In January 2023, Delta Air Lines (Delta) Chief Executive Officer (CEO) Ed Bastian and his team had just launched the third iteration of an internal skills-first apprenticeship program, designed to move frontline employees into "merit" positions in four job categories.... View Details
      Keywords: Change Management; Growth and Development Strategy; Diversity; Race; Talent and Talent Management; Training; Human Resources; Air Transportation Industry; United States
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      Hill, Linda A., and Lydia Begag. "OneTen At Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (B)." Harvard Business School Supplement 423-073, March 2023. (Revised May 2023.)
      • March 2023 (Revised May 2023)
      • Case

      Akamai Technologies: Expanding the Talent Pipeline

      By: Christopher Stanton, Lynda M. Applegate, Allison Ciechanover, Emily Grandjean and Sophie Beck
      In 2022, senior executives of Cambridge, MA-based Akamai Technologies met to consider whether and how to scale a successful technical training program. The program, Akamai Technical Academy (ATA), was launched in 2016 to address a key challenge at Akamai and in the... View Details
      Keywords: Leading Change; Growth and Development Strategy; Diversity; Talent and Talent Management; Technology Industry; United States; Boston
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      Stanton, Christopher, Lynda M. Applegate, Allison Ciechanover, Emily Grandjean, and Sophie Beck. "Akamai Technologies: Expanding the Talent Pipeline." Harvard Business School Case 823-101, March 2023. (Revised May 2023.)
      • Article

      To Drive Efforts...Don't Tiptoe Around Your Legal Risk

      By: Edward Chang and Bonnie Levine
      Many Diversity, Equity, and Inclusion (DEI) initiatives are scuttled because DEI leaders and legal teams feel themselves to be at odds over questions of acceptable risk. DEI leaders see lawyers as guardians of the status quo, whereas legal experts, trained to... View Details
      Keywords: Diversity; Risk Management; Legal Liability
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      Chang, Edward, and Bonnie Levine. "To Drive Efforts...Don't Tiptoe Around Your Legal Risk." Harvard Business Review 100, no. 4 (July–August 2022): 74–81.
      • July 2022
      • Article

      The Passionate Pygmalion Effect: Passionate Employees Attain Better Outcomes in Part Because of More Preferential Treatment by Others

      By: Ke Wang, Erica R. Bailey and Jon M. Jachimowicz
      Employees are increasingly exhorted to “pursue their passion” at work. Inherent in this call is the belief that passion will produce higher performance because it promotes intrapersonal processes that propel employees forward. Here, we suggest that the pervasiveness of... View Details
      Keywords: Passion; Self-fufilling Prophecy; Lay Beliefs; Interpersonal Processes; Employees; Performance; Attitudes; Organizational Culture; Social Psychology
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      Wang, Ke, Erica R. Bailey, and Jon M. Jachimowicz. "The Passionate Pygmalion Effect: Passionate Employees Attain Better Outcomes in Part Because of More Preferential Treatment by Others." Journal of Experimental Social Psychology 101 (July 2022).
      • August 2021
      • Case

      Zoom Video Communications: Building a Culture of Diversity, Equity, & Inclusion During COVID-19

      By: Karen G. Mills, Scott Duke Kominers, Christopher Stanton, Andy Wu, George Gonzalez and Gabriella Elanbeck
      Keywords: Diversity Management; Diversity Training; Cultural Change; Cultural Diversity; Inclusion; Inclusive Growth; Inclusive Hiring; Hiring; Hiring Of Employees; Recruiting; Performance Management; Change Leadership; Race And Ethnicity; Racial Bias; Racial Disparity; Racial Injustice; Racial Tensions; Racism; Organization; Organization Process; Organization Structure; Structural/institutional Racism; Leadership And Change Management; Leadership And Managing People; Leading; Gender Bias; Discrimination; Inequalities; Inequality; Social Change; Employee Attitude Development And Empowerment; Employee Bonding; Employee Empowerment; Employee Engagement; Employee Fairness; Employee Morale; Employee Performance Management; Employee Relations; Company Culture; Company Values; Values; COVID-19 Pandemic; Demographics; Diversity; Age; Ethnicity; Gender; Business Processes; Change Management; Change; Race; Human Capital; Human Resources; Compensation and Benefits; Employees; Employee Relationship Management; Recruitment; Retention; Selection and Staffing; Jobs and Positions; Job Interviews; Leadership; Leading Change; Management; Management Teams; Business or Company Management; Crisis Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Growth Management; Management Style; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Organizational Structure; Organizations; Mission and Purpose; Culture; Happiness; Prejudice and Bias; Satisfaction; Equity; Identity; Leadership Style; Values and Beliefs; Technology Industry; United States
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      Mills, Karen G., Scott Duke Kominers, Christopher Stanton, Andy Wu, George Gonzalez, and Gabriella Elanbeck. "Zoom Video Communications: Building a Culture of Diversity, Equity, & Inclusion During COVID-19." Harvard Business School Case 322-031, August 2021.
      • August 2021
      • Article

      The Undervalued Power of Self-relevant Research: The Case of Researching Retirement While Retiring

      By: Teresa M. Amabile and Douglas T. (Tim) Hall
      For decades, training in management research has emphasized objectivity, typically viewed as an arm’s length distance between the topic of the research and the interests of the researcher. This emphasis has led most scholars to avoid research topics of deep personal... View Details
      Keywords: Qualitative Research Methods; Case Research Methods; Organizational Behavior; Careers; Career Changes And Transitions; Self-relevant Research; Research; Personal Development and Career; Transition; Identity; Retirement
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      Amabile, Teresa M., and Douglas T. (Tim) Hall. "The Undervalued Power of Self-relevant Research: The Case of Researching Retirement While Retiring." Academy of Management Perspectives 35, no. 3 (August 2021): 347–366.
      • April 2021 (Revised February 2023)
      • Case

      Mahatma Gandhi: Changing the World

      By: Robert Simons and Max Saffer
      This case traces the rise of Mohandas Gandhi from his early days in British-controlled India to the inspirational martyr who, through personal deprivation and leadership, inspired millions and became the catalyst for India to break away from Britain. The case describes... View Details
      Keywords: Mission And Purpose; Values And Beliefs; Personal Characteristics; Power And Influence; Diversity; Leadership Development; Work-life Balance; History; Leadership Style; Leading Change; India
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      Simons, Robert, and Max Saffer. "Mahatma Gandhi: Changing the World." Harvard Business School Case 121-069, April 2021. (Revised February 2023.)
      • July 2020
      • Case

      Super 30: Educating the Elite Poor

      By: Prithwiraj Choudhury, Tarun Khanna and Shreya Ramachandran
      In the summer of 2019 in New Delhi, S K Shahi and his daughter, Meenakshi, faced a difficult problem. India had 19 centers of their non-profit, the Center for Social Responsibility and Leadership. Also called the 'Super 30' program, this offered free training for... View Details
      Keywords: Non-profit; Inclusive Growth; Education; Higher Education; Diversity; Nonprofit Organizations; Operations; Expansion; Geographic Location; Strategy; Decision Making; India
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      Choudhury, Prithwiraj, Tarun Khanna, and Shreya Ramachandran. "Super 30: Educating the Elite Poor." Harvard Business School Case 621-004, July 2020.
      • February 2020
      • Technical Note

      Talent Management and the Future of Work

      By: William R. Kerr and Gorick Ng
      The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details
      Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation
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      Kerr, William R., and Gorick Ng. "Talent Management and the Future of Work." Harvard Business School Technical Note 820-084, February 2020.
      • Article

      The Mixed Effects of Online Diversity Training

      By: Edward H. Chang, Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth and Adam M. Grant
      We present results from a large (n = 3,016) field experiment at a global organization testing whether a brief science-based online diversity training can change attitudes and behaviors toward women in the workplace. Our preregistered field experiment included an... View Details
      Keywords: Diversity Training; Bias; Field Experiment; Training; Gender; Race; Prejudice and Bias
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      Chang, Edward H., Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth, and Adam M. Grant. "The Mixed Effects of Online Diversity Training." Proceedings of the National Academy of Sciences 116, no. 16 (April 16, 2019): 7778–7783.
      • February 2018 (Revised May 2019)
      • Case

      CEWD: Closing the Skills Gap

      By: William Kerr, Michael Norris and Manjari Raman
      In 2018, Ann Randazzo, executive director of the Center for Energy Workforce Development (CEWD) is assessing the organization’s performance since its 2006 founding. Founded to address an imminent retirement bubble of middle skills workers in the utilities industry,... View Details
      Keywords: Workforce Development; Industry Cooperation; Skills Gap; Middle Skills; Training; Strategic Planning; Competency and Skills; Utilities Industry; United States
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      Kerr, William, Michael Norris, and Manjari Raman. "CEWD: Closing the Skills Gap." Harvard Business School Case 818-081, February 2018. (Revised May 2019.)
      • Article

      Neurodiversity as a Competitive Advantage

      By: Robert D. Austin and Gary P. Pisano
      Many people with neurological conditions such as autism spectrum disorder and dyslexia have extraordinary skills, including those in pattern recognition, memory, and mathematics. Yet they often struggle to fit the profiles sought by employers. A growing number of... View Details
      Keywords: Competitive Advantage; Diversity; Competency and Skills
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      Austin, Robert D., and Gary P. Pisano. "Neurodiversity as a Competitive Advantage." Harvard Business Review 95, no. 3 (May–June 2017): 96–103.
      • September 2016
      • Case

      Hewlett Packard Enterprise: The Dandelion Program

      By: Gary P. Pisano and Robert D. Austin
      This case describes Hewlett Packard Enterprise’s “Dandelion Program," which has developed a new service offering for the company’s clients by drawing on the special talents of people with autism. The company has deployed “pods” organized around 8 or 9 employees with... View Details
      Keywords: Organizational Behavior; Information Technology; Organizational Change and Adaptation; Leadership; Talent and Talent Management; Service Operations; Training; Diversity; Innovation and Invention; Technology Industry
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      Pisano, Gary P., and Robert D. Austin. "Hewlett Packard Enterprise: The Dandelion Program." Harvard Business School Case 617-016, September 2016.
      • January 2016
      • Case

      Haiti Hope: Innovating the Mango Value Chain

      By: Amy C. Edmondson and Jean-François Harvey
      This case study examines a market-based approach to economic development through the eyes of NGO TechnoServe's project manager, implementing a US$9.5 million five-year public-private partnership between Coca-Cola, IDB, and USAID. The case ends at the beginning of the... View Details
      Keywords: Sustainability; Economic Development; Corporate Social Responsibility; Emerging Country; Teaming; Public-private Partnership; Inter-organizational Relationships; Collaboration; Strategy Implementation; Agricultural Commodity; Plant-Based Agribusiness; Public Sector; Supply Chain Management; Customer Value and Value Chain; Corporate Social Responsibility and Impact; Learning; Partners and Partnerships; Private Sector; Developing Countries and Economies; Social Enterprise; Food and Beverage Industry; Agriculture and Agribusiness Industry; Haiti
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      Edmondson, Amy C., and Jean-François Harvey. "Haiti Hope: Innovating the Mango Value Chain." Harvard Business School Case 616-040, January 2016.
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