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- All HBS Web
(466)
- People (1)
- News (149)
- Research (293)
- Events (5)
- Multimedia (1)
- Faculty Publications (78)
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- 2022
- Working Paper
Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions
By: Caleb Kwon, Ananth Raman and Jorge Tamayo
We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and... View Details
Keywords: Employees; Human Capital; Performance; Applications and Software; Management Skills; Management Practices and Processes; Retail Industry
Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, December 2022. (R&R Management Science.)
- 2024
- Working Paper
Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions
By: Caleb Kwon, Ananth Raman and Jorge Tamayo
We investigate whether corporate officers should grant managers discretion to override AI-driven demand forecasts and labor scheduling tools. Analyzing five years of administrative data from a large grocery retailer using such an AI tool, encompassing over 500 stores,... View Details
Keywords: AI and Machine Learning; Forecasting and Prediction; Working Conditions; Performance Productivity
Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, April 2024.
- May 2023
- Article
Do Internal Control Weaknesses Affect Firms' Demand for Financial Skills? Evidence from U.S. Job Postings
By: Janet Gao, Kenneth J. Merkley, Joseph Pacelli and Joseph H. Schroeder
Ineffective internal controls over financial reporting often relates to a lack of qualified personnel with sufficient accounting and technical expertise. In this study, we examine whether firms respond to internal control failures by increasing their demand for... View Details
Keywords: Internal Controls; Labor Demand; Accounting; Financial Reporting; Experience and Expertise; Recruitment; Competency and Skills; Corporate Finance
Gao, Janet, Kenneth J. Merkley, Joseph Pacelli, and Joseph H. Schroeder. "Do Internal Control Weaknesses Affect Firms' Demand for Financial Skills? Evidence from U.S. Job Postings." Accounting Review 98, no. 3 (May 2023): 203–228.
- 2019
- Working Paper
Labor Market Shocks and the Demand for Trade Protection: Evidence from Online Surveys
By: Rafael Di Tella and Dani Rodrik
We study preferences for government action in response to layoffs resulting from different types of labor-market shocks. We consider the following shocks: technological change, a demand shift, bad management, and three kinds of international outsourcing. Respondents... View Details
Di Tella, Rafael, and Dani Rodrik. "Labor Market Shocks and the Demand for Trade Protection: Evidence from Online Surveys." NBER Working Paper Series, No. 25705, March 2019.
- 2024
- Working Paper
Displacement or Complementarity? The Labor Market Impact of Generative AI
By: Wilbur Xinyuan Chen, Suraj Srinivasan and Saleh Zakerinia
Generative AI is poised to reshape the labor market, affecting cognitive and white-collar occupations in ways distinct from past technological revolutions. This study examines whether generative AI displaces workers or augments their jobs by analyzing labor demand and... View Details
Keywords: Generative Ai; Labor Market; Automation And Augmentation; Labor; AI and Machine Learning; Competency and Skills
Chen, Wilbur Xinyuan, Suraj Srinivasan, and Saleh Zakerinia. "Displacement or Complementarity? The Labor Market Impact of Generative AI." Harvard Business School Working Paper, No. 25-039, December 2024.
- 2016
- Working Paper
Economic Transition and Private-Sector Labor Demand: Evidence from Urban China
By: Lakshmi Iyer, Xin Meng, Nancy Qian and Xiaoxue Zhao
This paper studies the policy determinants of economic transition and estimates the elasticity demand for labor in the infant private sector in urban China. We show that a reform that untied access to housing in urban areas from working for the state sector accounts... View Details
Keywords: Economic Transition; Structural Change; Labor Mobility; Transition; Human Capital; Private Sector; China
Iyer, Lakshmi, Xin Meng, Nancy Qian, and Xiaoxue Zhao. "Economic Transition and Private-Sector Labor Demand: Evidence from Urban China." Harvard Business School Working Paper, No. 14-047, December 2013. (Revised April 2016.)
- 28 May 2019
- Working Paper Summaries
Labor Market Shocks and the Demand for Trade Protection: Evidence from Online Surveys
Keywords: by Rafael Di Tella and Dani Rodrik
- 2021
- Working Paper
Hunting for Talent: Firm-Driven Labor Market Search in the United States
By: Ines Black, Sharique Hasan and Rembrand Koning
This article analyzes the phenomenon of firm-driven labor market search—or outbound recruiting—where recruiters are increasingly “hunting for talent” rather than passively relying on workers to search for and apply to job vacancies. Our research methodology leverages... View Details
Keywords: Hiring; Referrals; Outbound Recruiting; Labor Markets; Selection and Staffing; Networks; Recruitment; Strategy; United States
Black, Ines, Sharique Hasan, and Rembrand Koning. "Hunting for Talent: Firm-Driven Labor Market Search in the United States." SSRN Working Paper Series, No. 3576498, September 2021.
- March–April 2024
- Article
Case Study: Navigating Labor Unrest
By: Jorge Tamayo
Paulo Ferreira, the president of Luna Brazil, has an ambitious plan to turn around the dismal performance of the plant he oversees in Campinas. The wrinkle is, he needs the buy-in of the powerful local union, which is still smarting from a 10-year-old labor conflict... View Details
Keywords: Strategy And Execution; Layoffs; Manufacturing; Labor and Management Relations; Labor Unions; Negotiation Tactics; Conflict and Resolution; Performance Improvement; Corporate Strategy; Manufacturing Industry; Brazil
Tamayo, Jorge. "Case Study: Navigating Labor Unrest." Harvard Business Review 102, no. 2 (March–April 2024): 144–149.
- February 2023 (Revised October 2023)
- Case
Amazon and the Future of Organized Labor
By: Reshmaan Hussam, Trevor Fetter and Grace Liu
From their peak in the 1950s, private-sector labor unions in the United States declined rapidly in membership and influence, decade after decade. But growing inequality—especially visible during the COVID-19 pandemic—sparked new interest in labor and organizing.... View Details
Hussam, Reshmaan, Trevor Fetter, and Grace Liu. "Amazon and the Future of Organized Labor." Harvard Business School Case 723-030, February 2023. (Revised October 2023.)
- July 2012
- Article
The IKEA Effect: When Labor Leads to Love
By: Michael I. Norton, Daniel Mochon and Dan Ariely
In four studies in which consumers assembled IKEA boxes, folded origami, and built sets of Legos, we demonstrate and investigate boundary conditions for the IKEA effect—the increase in valuation of self-made products. Participants saw their amateurish creations as... View Details
Norton, Michael I., Daniel Mochon, and Dan Ariely. "The IKEA Effect: When Labor Leads to Love." Journal of Consumer Psychology 22, no. 3 (July 2012): 453–460.
- September 2011
- Article
The Labor Illusion: How Operational Transparency Increases Perceived Value
By: Ryan W. Buell and Michael I. Norton
A ubiquitous feature of even the fastest self-service technology transactions is the wait. Conventional wisdom and operations theory suggests that the longer people wait, the less satisfied they become; we demonstrate that due to what we term the labor illusion, when... View Details
Keywords: Internet and the Web; Perception; Valuation; Service Delivery; Consumer Behavior; Performance Effectiveness; Customer Satisfaction; Service Industry
Buell, Ryan W., and Michael I. Norton. "The Labor Illusion: How Operational Transparency Increases Perceived Value." Management Science 57, no. 9 (September 2011): 1564–1579.
- 13 Apr 2011
- Working Paper Summaries
The ‘IKEA Effect’: When Labor Leads to Love
- 2010
- Working Paper
Unraveling Results from Comparable Demand and Supply: An Experimental Investigation
By: Muriel Niederle, Alvin E. Roth and M. Utku Unver
Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
Niederle, Muriel, Alvin E. Roth, and M. Utku Unver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Harvard Business School Working Paper, No. 10-095, May 2010.
- 26 May 2010
- Working Paper Summaries
Unraveling Results from Comparable Demand and Supply: An Experimental Investigation
- 09 Jan 2014
- Working Paper Summaries
Economic Transition and Private-Sector Labor Demand: Evidence from Urban China
- 29 Jul 2022
- Research & Ideas
Will Demand for Women Executives Finally Shrink the Gender Pay Gap?
Academy, on Job-Hopping Toward Equity, published recently in the MIT Sloan Management Review. A changing labor landscape The difference in pay that comes from job-hopping only helps to shrink—not eliminate—a longstanding gender pay gap,... View Details
Keywords: by Kristen Senz
- 2009
- Working Paper
Unraveling Results from Comparable Demand and Supply: An Experimental Investigation
By: Muriel Niederle, Alvin E. Roth and M. Utku Unver
Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
Niederle, Muriel, Alvin E. Roth, and M. Utku Unver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." NBER Working Paper Series, No. 15006, May 2009.