Publications
Publications
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- All HBS Web
(57)
- Faculty Publications (14)
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- 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
- 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
- October 2023
- Article
Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA
By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a U.S. Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details
- Article
A Career Life-Cycle Perspective on Women's Health and Safety
By: Robert S. Kaplan, Chizoba L. Chukwura, Gregory H. Gorman, Vivian S. Lee, Chester B. Good, Kathleen L. Martin, Gregory A. Ator and Michael D. Parkinson
Women's health has demanded more attention from employers as women integrated into the workforce. Traditionally male-dominant fields and occupations require special attention to workplace design, physical standards for entry, employment practices, equipment, and health... View Details
- 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
- 2020
- Working Paper
Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA
By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a US Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details
- 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
- 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
- September 2014
- Article
OSHA Inspections Should Be Welcome: Results from a Natural Field Experiment in California
By: David I. Levine and Michael W. Toffel
For companies with strong internal occupational safety and health auditing programs, OSHA inspections might seem a formality that risk uncovering, at most, nitpicky deviations from the thousands of pages of safety regulations. For those with poor safety practices, OSHA... View Details
- May–June 2013
- Article
Can Global Brands Create Just Supply Chains? Response: Promoting Political Mobilization
By: Jodi L. Short and Michael W. Toffel
Codes of conduct indicate that working conditions are improving overall at the factories being monitored by multinational corporations, and that these codes of conduct also create possibilities for political mobilization that can improve labor conditions more broadly. View Details
Keywords: Regulation; Auditing; Labor Relations; Occupational Safety; Environmental Operations; Environmental Regulation; Employees; Labor; Labor and Management Relations; Governing Rules, Regulations, and Reforms; Manufacturing Industry; China; Bangladesh; India; Honduras; Nicaragua; Pakistan; Guatemala; Malaysia; Viet Nam
- 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
- 2008
- Working Paper
Extending Producer Responsibility: An Evaluation Framework for Product Take-Back Policies
By: Michael W. Toffel, Antoinette Stein and Katharine Lee
Manufacturers are increasingly being required to adhere to product take-back regulations that require them to manage their products at the end of life. Such regulations seek to internalize products' entire life cycle costs into market prices, with the ultimate... View Details
- July 2002
- Article
Estimating and Controlling Workplace Risk: An Approach for Occupational Hygiene and Safety Professionals
By: Michael W. Toffel and Lawrence Birkner
- Research Summary
Overview
My research examines how companies manage environmental issues, occupational safety, and working conditions in global supply chains. More recently, I have also begun researching the drivers and implications of CEO activism, where organizational leaders speak out on... View Details
Keywords: Environmental Performance; Environmental Strategy; Labor Management; Transparency; Institutional Theory; Economic Analysis; Quality Improvement; Operations Management; Supply Chain; Regulation; Environmental Sustainability; Safety; Quality; Climate Change; Environmental Regulation; Pollution; Environmental Management; Operations; Supply Chain Management; Manufacturing Industry; Construction Industry; Asia; Europe; United States