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- 22 Jan 2019
- Interview
Creating Psychological Safety in the Workplace
By: Amy C. Edmondson and Curt Nickisch
Amy Edmondson, professor at Harvard Business School, first identified the concept of psychological safety in work teams in 1999. Since then, she has observed how companies with a trusting workplace perform better. Psychological safety isn’t about being nice, she says.... View Details
"Creating Psychological Safety in the Workplace." HBR IdeaCast (podcast), Harvard Business Review Group, January 22, 2019.
- June 2020
- Article
How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections
By: Maria Ibanez and Michael W. Toffel
Accuracy and consistency are critical for inspections to be an effective, fair, and useful tool for assessing risks, quality, and suppliers—and for making decisions based on those assessments. We examine how inspector schedules could introduce bias that erodes... View Details
Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Governing Rules, Regulations, and Reforms
Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Management Science 66, no. 6 (June 2020): 2396–2416. (Revised February 2019. Featured in Harvard Business Review, Forbes, Food Safety Magazine, Food Safety News, and KelloggInsight. (2020 MSOM Responsible Research Finalist.))
- September 2013 (Revised June 2014)
- Case
Rana Plaza: Workplace Safety In Bangladesh (A)
By: John A. Quelch and Margaret L. Rodriguez
On April 24, 2013 the Rana Plaza factory building collapsed in Dhaka, the capital of Bangladesh. Over 1,100 people were killed in the worst industrial accident since the Union Carbide plant gas leak in Bhopal, India. Most of the victims worked for garment factories,... View Details
Keywords: Marketing; Public Health; Safety; Workplace; Human Rights; Apparel and Accessories Industry; Bangladesh
Quelch, John A., and Margaret L. Rodriguez. "Rana Plaza: Workplace Safety In Bangladesh (A)." Harvard Business School Case 514-034, September 2013. (Revised June 2014.)
- 2018
- Working Paper
How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections
By: Maria Ibanez and Michael W. Toffel
Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details
Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Service Industry
Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Harvard Business School Working Paper, No. 17-090, April 2017. (Revised October 2018. Formerly titled "Assessing the Quality of Quality Assessment: The Role of Scheduling". Featured in Forbes, Food Safety Magazine, and Food Safety News.)
- May 18, 2012
- Article
Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss
By: David I Levine, Michael W. Toffel and Matthew S. Johnson
Controversy surrounds occupational health and safety regulators, with some observers claiming that workplace regulations damage firms' competitiveness and destroy jobs and others arguing that they make workplaces safer at little cost to employers and employees. We... View Details
Keywords: Regulation; Occupational Safety; Evaluation; Regression; Matching; Difference In Differences; Safety; Health; Working Conditions; Governing Rules, Regulations, and Reforms; Competitive Advantage; Performance; Manufacturing Industry; California
Levine, David I., Michael W. Toffel, and Matthew S. Johnson. "Randomized Government Safety Inspections Reduce Worker Injuries with No Detectable Job Loss." Science 336, no. 6083 (May 18, 2012): 907–911. (Online supplement (appendix). Featured in an article by the head of US OSHA, and in U.S. News & World Report and many other news outlets. Basis of U.S. Congressional testimony on promoting safe workplaces.)
- February 2025
- Supplement
Intenseye: Powering Workplace Health and Safety with AI (B)
By: Michael W. Toffel, Shane Greenstein and Sadika El Hariri
Intenseye used its $25 million series A funds to refine and expand its digital safety platform while refining its target markets and ideal customer profile. As the company implemented new approaches to create value for its clients, such as developing an AI-powered... View Details
Keywords: Safety Performance; Occupational Safety; Innovation; Safety; Operations; Health; AI and Machine Learning; Analytics and Data Science; Digital Transformation; Supply Chain Management; Performance Improvement; Entrepreneurship; Product Development; Customer Relationship Management; Value Creation; Venture Capital; Growth and Development Strategy; Information Technology Industry; United States; Europe; Middle East; Turkey
Toffel, Michael W., Shane Greenstein, and Sadika El Hariri. "Intenseye: Powering Workplace Health and Safety with AI (B)." Harvard Business School Supplement 625-025, February 2025.
- September 2013 (Revised June 2014)
- Supplement
Rana Plaza: Workplace Safety in Bangladesh (B)
By: John A. Quelch and Margaret L. Rodriguez
In the aftermath of the Rana Plaza building collapse, a group of international retailers and labor unions partnered to create a proposal for more stringent inspections and enforcement of safety standards in Bangladesh garment factories. The proposal was met by... View Details
Keywords: Retail Trade; Corporate Social Responsibility; Apparel; Bangladesh; Worker Safety; Government And Business; International Business; Apparel and Accessories Industry; Bangladesh
Quelch, John A., and Margaret L. Rodriguez. "Rana Plaza: Workplace Safety in Bangladesh (B)." Harvard Business School Supplement 514-035, September 2013. (Revised June 2014.)
- October 1991 (Revised January 2000)
- Case
Workplace Safety at Alcoa (A)
By: Kim B. Clark and Joshua D. Margolis
Examines the challenge facing the managers of a large aluminum manufacturing plant in its drive to improve workplace safety. The CEO of the company has made safety a top priority. The plant has made good progress in reducing the injury rate, but now confronts the need... View Details
Keywords: Working Conditions; Safety; Problems and Challenges; Change Management; Operations; Resignation and Termination; Factories, Labs, and Plants; Manufacturing Industry; United States
Clark, Kim B., and Joshua D. Margolis. "Workplace Safety at Alcoa (A)." Harvard Business School Case 692-042, October 1991. (Revised January 2000.)
- December 1999 (Revised March 2000)
- Case
Workplace Safety at Alcoa (B)
At the May 1996 annual shareholders meeting, Alcoa CEO Paul O'Neill reported that Alcoa was making great progress toward becoming a world-class leader, both in terms of workplace safety and profitability. This validated of O'Neill's decade-long emphasis on safety as... View Details
Spear, Steven J. "Workplace Safety at Alcoa (B)." Harvard Business School Case 600-068, December 1999. (Revised March 2000.)
- February 26, 2024
- Article
Making Workplaces Safer Through Machine Learning
By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
Machine learning algorithms can dramatically improve regulatory effectiveness. This short article describes the authors' scholarly work that shows how the U.S. Occupational Safety and Health Administration (OSHA) could have reduced nearly twice as many occupational... View Details
Keywords: Government Experimentation; Auditing; Inspection; Evaluation; Process Improvement; Government Administration; AI and Machine Learning; Safety; Governing Rules, Regulations, and Reforms
Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Making Workplaces Safer Through Machine Learning." Regulatory Review (February 26, 2024).
- 2018
- Book
The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth
By: Amy C. Edmondson
The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth offers practical guidance for teams and organizations who are serious about success in the modern economy. With so much riding on innovation,... View Details
Keywords: Psychological Safety; Knowledge Economy; Teaming; Management; Organizational Culture; Innovation and Management; Learning
Edmondson, Amy C. The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth. Hoboken, NJ: John Wiley & Sons, 2018.
- April 23, 2020
- Other Article
The Impact of Covid-19 on Psychological Safety in the Workplace (Interview)
By: Amy C. Edmondson
Keywords: Psychological Safety
Edmondson, Amy C. "The Impact of Covid-19 on Psychological Safety in the Workplace (Interview)." HSTalks Business and Management Collection (April 23, 2020).
- 28 Dec 2020
- Interview
Psychological Safety and Fearless Organisations
By: Amy C. Edmondson and Vesna Lucca
In This Podcast:
• The ugly and beauty in transformational change
• Why don’t all companies create psychological safety
• Her passion to create a better workplace
• Buckminster Fuller
• The importance of system thinking
• The power... View Details
• The ugly and beauty in transformational change
• Why don’t all companies create psychological safety
• Her passion to create a better workplace
• Buckminster Fuller
• The importance of system thinking
• The power... View Details
"Psychological Safety and Fearless Organisations." Episode 112. Corporate Unplugged (podcast), December 28, 2020.
- 9 Nov 2021
- Interview
How to Build Psychological Safety in Your Workplace with The Fearless Organization Author, Amy C. Edmondson
By: Amy C. Edmondson and Dominic Monkhouse
If you want to be better at leading a team. If you want to know how to lead a good decision making process. Or how to engage and inspire people to bring their full self to work, don’t miss Amy Edmondson, Harvard Business School professor and author of The Fearless... View Details
Keywords: Psychological Safety; Organizational Culture; Groups and Teams; Decision Making; Motivation and Incentives
"How to Build Psychological Safety in Your Workplace with The Fearless Organization Author, Amy C. Edmondson." Episode 169. The Melting Pot (podcast), November 9, 2021.
- October 2017 (Revised April 2018)
- Case
Improving Worker Safety in the Era of Machine Learning (A)
By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson
Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details
Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States
Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)
- April 1997 (Revised October 2005)
- Teaching Note
Workplace Safety at Alcoa (A) (TN)
By: H. Kent Bowen
Teaching Note for (9-692-042). View Details
Keywords: Mining Industry
- December 2024
- Article
Human Bias in the Oversight of Firms: Evidence from Workplace Safety Violations
By: Jonas Heese, Gerardo Pérez Cavazos and Andreya Pérez Silva
We study the effects of mood as a source of human bias on regulators’ oversight and enforcement decisions. We use weather at facilities at the time of an OSHA inspection to proxy for the OSHA compliance officers’ mood. We find that during periods of good mood due to... View Details
Keywords: Prejudice and Bias; Governing Rules, Regulations, and Reforms; Happiness; Working Conditions; Safety
Heese, Jonas, Gerardo Pérez Cavazos, and Andreya Pérez Silva. "Human Bias in the Oversight of Firms: Evidence from Workplace Safety Violations." Review of Accounting Studies 29, no. 4 (December 2024): 3413–3448.
- August 2021 (Revised November 2024)
- Case
Intenseye: Powering Workplace Health and Safety with AI (A)
By: Michael W. Toffel and Youssef Abdel Aal
Intenseye was a Turkey-based technology startup that deployed machine learning algorithms to workplace camera feeds in order to identify unsafe worker actions and unsafe working conditions, in order to help improve worker safety. The case describes how Intenseye’s... View Details
Keywords: Privacy; Product Development; Operations; Technological Innovation; Value Creation; Production; Distribution; Safety; Risk and Uncertainty; Technology Industry; Manufacturing Industry; Distribution Industry; Turkey; Middle East; United States
Toffel, Michael W., and Youssef Abdel Aal. "Intenseye: Powering Workplace Health and Safety with AI (A)." Harvard Business School Case 622-037, August 2021. (Revised November 2024.)
- March 2024
- Article
Do Safety Management System Standards Indicate Safer Operations? Evidence from the OHSAS 18001 Occupational Health and Safety Standard
By: Kala Viswanathan, Matthew S. Johnson and Michael W. Toffel
Problem definition: Given the enormous disruptions and costs of occupational injuries, companies and buyers are increasingly looking to voluntary occupational health and safety standards to improve worker safety. Yet because these standards only require... View Details
Keywords: Occupational Health; Occupational Safety; Program Evaluation; Safety Performance; Injuries; OHSAS 18001; ISO 45001; Working Conditions; Safety; Standards
Viswanathan, Kala, Matthew S. Johnson, and Michael W. Toffel. "Do Safety Management System Standards Indicate Safer Operations? Evidence from the OHSAS 18001 Occupational Health and Safety Standard." Art. 106383. Safety Science 171 (March 2024).
- 2021
- Article
Reflections: Voice and Silence in Workplace Conversations
By: Amy C. Edmondson and Tijs Besieux
We highlight conversations at work as an arena of change. Drawing on and extending the psychological safety literature, we offer a new framework to distinguish between productive and unproductive forms of both voice and silence. The framework’s four... View Details
Keywords: Conversation; Silence; Voice; Psychological Safety; Interpersonal Communication; Quality; Management Practices and Processes; Organizational Change and Adaptation
Edmondson, Amy C., and Tijs Besieux. "Reflections: Voice and Silence in Workplace Conversations." Journal of Change Management 21, no. 3 (2021): 269–286.