Journal of Occupational and Environmental Medicine

Article	Citations
Long Term Cardiovascular Health Effects of Intelligent Physical Exercise Training Among Office Workers—A 2 Year Follow up of a Randomized Controlled Trial	528
Poor Sleep Quality and Working From Home Influence the Prevalence of Leisure Time Physical Inactivity During the COVID-19 Pandemic	77
Effects of an Internet Delivered Behavioral Activation Program on Improving Work Engagement Among Japanese Workers	67
Family-Related Life Events as Predictors of Labor Market Marginalization Trajectories	55
Measuring the Health Related Quality of Life and Economic Burden of Illness Among Migrant Workers With Pneumoconiosis	48
Forgotten Heroes	44
Measuring Presenteeism From Work Stress	34
Law Enforcement Officers Have an Increased Prevalence of Subclinical Cardiovascular Disease That Is Not Explained by Traditional Risk Factors	32
The Efficacy and Feasibility of a High Intensity Interval Training Program to Improve Cardiorespiratory Fitness in Truck Drivers	32
Heavy Metal Contamination of Consumer Products: An Analysis of New York City Health Department Data	27
Proposed Framework for Developing and Evaluating Total Worker Health® Education and Training Programs	25
Associations of Blood Cadmium Levels With Osteoarthritis Among US Adults in NHANES 2013–2018	25
Permanent Unfitness for Work and Musculoskeletal Diseases	23
A Cross-sectional Study on the Impact of Unfair Treatment Associated With COVID-19 Infection and Psychological Distress in Japanese Workers	23
A 7-Month Multidisciplinary Healthy Lifestyle Intervention Effectively Improved Cardiometabolic Risk Profile of Firefighters	23
Sleep Quality and Mental Health Consequences of COVID-19 Pandemic in the Aviation Community in Greece	22
It Is Time for Employers to Recognize and Address Political Anxiety in the Workplace	22
COVID-19 Workplace Outbreaks by Industry Sector and Their Associated Household Transmission, Ontario, Canada, January to June, 2020	20
Psychosocial Predictors and Mediators Relating to the Preventive Behaviors of Hospital Workers During the COVID-19 Pandemic in Turkey	20
Work and Non-Work Sickness Presenteeism	19
The effects of increasing heat waves on outpatient caregivers - attitudes, measures and outlook	18
BINGE DRINKING PATTERNS IN THE WORKPLACE: INSIGHTS FROM A POPULATION OF ADMINISTRATIVE STAFF	18
Nano–Calcium Carbonate Affect the Respiratory and Function Through Inducing Oxidative Stress	18
Evaluating the effectiveness of camera-based fatigue and distraction detection technology in a rural truck driver cohort	16
Telework Practices and Health Risks of Teleworkers: Survey Findings from Taiwan after the COVID-19 Pandemic	16

Quantifying the trunk and humeral postural demands of uranium mine site workers using wearable sensors	16
Ethylene Oxide Exposure and Its Association with Serum Neurofilaments Light Chain Levels in the General Population	16
Association between workplace social capital and occupational injuries and illnesses: A 1-year prospective cohort study	15
Progress on Workplace Heat Protections Must Continue	14
A Comparison of the Impact of COVID-19–Related Restrictions on Physical Activity Among Public Employees	14
Volunteering Improves Employee Health and Organizational Outcomes Through Bonding With Coworkers and Enhanced Identification With Employers	13
The Impact of COVID-19 on the Work Environment in Long-Haul Truck Drivers	13
Predicting Employee Participation in, and Satisfaction With, Wellness Programs	13
Social Network Lifestyle Interventions Reduce Non-Communicable Diseases Risk Factors in Financial Sector Employees	13
Comorbidities and Causes of Death of Patients With Asbestosis	12
Development and Validity Testing of the Workplace Parent Index	12
In Response to a Rebuttal that Misses the Mark	12
Impact of a Digital Diabetes Prevention Program on Estimated 8-Year Risk of Diabetes in a Workforce Population	12
In Response to Lemke: Where You See a Forest, I Just See Detritus	12
The Handbook of Occupational and Environmental Medicine: Principles, Practice, and Problem-Solving (Second Edition): Erratum	12
The Effect of Noise on the Neurobehavioral Function of the Occupational Population and the Content of Catecholamines	12
Effects of High and Moderate-Intensity Interval Training on Pulmonary and Performance Parameters in Miners Suffering From Chronic Obstructive Pulmonary Diseases	12
Sickness Presenteeism and Psychosocial Risk Factors According to Inequality Axes	11
Incidence of Workers’ Compensation Claims in Opioid-Using Truck Drivers	11
Contributions of Ergonomics, Psychological Factors, and Sleep Disturbances to Lower Back Pain Among Taiwanese Workers	11
Association of Polyfluoroalkyl Substances and Allergy in US Adolescents	11
Association Between Long Working Hours and Chronic Kidney Disease According to Diabetic Status	11
Excessive Workload Beyond Measured Exercise Tolerance Affects Post-Discharge Mental Health in Workers With Heart Disease	10
Physical Exertion Partially Mitigates Task-Switching Deficits From Sleep Loss	10
Response to Letter to Editor Related to What Industrial Categories are Workers at Excess Risk of Filing a Covid-19 Workers’ Compensation Claim? A Study Conducted in 11 Midwestern U.S. States	10
Clinical Features of SARS-COV-2 Infection After Full Vaccination in Health Care Workers of a COVID Hospital	10
The Impact of Caregiving Length and Intensity on Labor Force Participation Among Middle-Aged Canadians	9
Role and Value of the Corporate Medical Director	9
Reply to Sayeed et al	9
Potential Misinformation in the Official Disability Guidelines About the Diagnosis and Treatment of Carpal Tunnel Syndrome	9
Employment productivity and cancer-related psychological symptoms among adult cancer dyads	9
Changes Over Time in COVID-19 Incidence, Vaccinations, Serum Spike IgG, and Viral Neutralizing Potential Among Individuals From a North American Gaming Venue	9
The Role and Value of Corporate Medical Directors in Employer Benefits Management	9
Longitudinal Association of Working From Home on Work Functioning Impairment in Desk Workers During COVID-19 Pandemic	9
A Study on Vascular Regulators as Early Biomarkers of Hand Arm Vibration Syndrome	9
In Memoriam: John R. Froines, PhD	9
Can Respiratory Riboviruses, Including SARS-CoV-2, Be Engineered out of the Built Environment?	9
How Late-Life Working Affects Depression Among Retirement-Aged Workers? An Examination of the Influence Paths of Job-Related (Non–Job-Related) Physical Activity and Social Contact	9
Health Problems Related to Presenteeism Among Japanese Employees	9
Coronavirus Disease 2019 Exposure in Surgeons and Anesthesiologists at a New York City Specialty Hospital	9
Diabetes Prevention at Work: 10-Year Results of Health Coaching and Monetary Incentives	8
Seeking Treatment Profile of Male Shift Workers With Hypertension and Diabetes	8
Affective Depression Mediates PTSD to Suicide in a Sample of Treatment-Seeking First Responders	8
Association Between Physical Activity and Mental Health in Health Professionals in the Context of the Pandemic	8
Associations Between Telework Experience and Psychosocial Working Conditions During the COVID-19 Pandemic	8
Support Needs for Return to Work Among Self-employed Workers	8
Countering the Pandemic Threat Through Global Coordination on Vaccines: The Influenza Imperative	8
Stress-Buffering and Health-Protective Effect of Job Autonomy, Good Working Climate, and Social Support at Work Among Health Care Workers in Switzerland	8
Seeking Good Work in the COVID-19 Recovery	8
NJ EMS Line of Duty Deaths	8

SARS-CoV-2 Seroprevalence in Employees of Four Essential Non–Health Care Sectors at Moderate/High Risk of Exposure to Coronavirus Infection	8
Depressive Symptoms Are Associated With Decreased Quality of Life and Work Ability in Currently Working Health Care Workers With Recurrent Low Back Pain	8
Environmental Factors at the Periconceptional Period and the Occurrence of Cleft Lip and Palate in a Midwest Brazil Population	8
Changes in Anxiety and Depression Over the First Year of COVID-19 Pandemic in Philadelphia, PA	8
Leisure-Time Physical Activity and General Health Mitigate Effects of Job Demands on Nonrestorative Sleep	8
Covid-19 Across Professions—Infection, Hospitalization, and Intensive Care Unit Patterns in a Swedish County	8
Can Serum Chitotriosidase Levels, Immune, and Oxidative Stress Parameters Be Early Diagnostic Indicators in Patients With Silicosis?	7
Epidemiology of Work-Related Traumatic Brain Injury and COVID-19 Pandemic Lockdown Consequences: Experience in a Reference Center in Chile	7
Association Between the “COVID-19 Occupational Vulnerability Index” and COVID-19 Severity and Sequelae Among Hospital Employees	7
Perceived Workplace Health Support and Severe Psychological Distress Among Japanese Workers	7
The Intersection of Gender and Occupational Roles in Agriculture	7
Impact of Hurricane Harvey on Inpatient Asthma Hospitalization Visits Within Southeast Texas, 2016–2019	7
Mesothelioma Associated With the Use of Cosmetic Talc: Erratum	7
Work Ability and Its Correlates With Workers Aging Among Blue-Collar Workers in a Manufacturing Company	7
Working Status of First-Time Postpartum Mothers and Telomere Length—A 1-Year Prospective Study	7
Urinary Silica Levels Might Reflect External Contamination of Exposed Workers	7
Determining Unmet Needs Among Workers’ Compensation Stakeholders to Prevent Work Disability in the State of Vermont	7
Resilience-Related Resources Predict Physicians’ Fatigue, Job Search Behavior, and Productivity Outcomes	7
Calendar of Meetings	7
A Prospective Investigation of the Impact of Telemedicine and Telemetry on Global Medical Evacuation Rates	7
Long COVID Among Wisconsin Workers in the Workers’ Compensation System	7
Book Review of Occupational Health for Higher Education and Research Institutions	7
A Cross-Sectional Descriptive Analysis of Diversity, Equity, and Inclusion Presence Among United States Occupational and Environmental Medicine Residency Program Websites	7
Differences in Resilience and Mental Health Symptoms Among US First Responders With Secure and Insecure Attachment	7
Value Effect of Health and Productivity Management	7
Response to Talc Review Omission	7
Customized Occupational-Specific Graded Exercise Test for Structural Firefighters	7
Attenuated Cardiovascular Reactivity to Acute Psychological Stress Predicts Future Fatigue Symptoms in Truck Drivers	7
Multimorbidity and Employment Outcomes Among Middle-Aged US Cancer Survivors	6
Not Quite Out of the Woods	6
Burnout and Disengagement at Work Among Health Professionals—Interrelations and Associations With Stress Indicators and Job Resources	6
The Well-being of Brazilian Industry Workers on Returning to the Physical Workplace During the COVID-19 Pandemic	6
Physiological Stress Responses to a Live-Fire Training Evolution in Career Structural Firefighters	6
Evidence for Validity and Reliability, and Development of Performance Standards and Cut-Scores for Job-Related Tests of Physical Aptitude for Structural Firefighters	6
The Role of Occupational Risk Assessment and Health Surveillance in SARS-CoV-2 Antigen Testing of “Unexposed Asymptomatic Workers in Selected Workplaces”	6
Association of Preference and Frequency of Teleworking with Work Functioning Impairment	6
A Study on Nonvibration-Exposed Organs Correlated Indices as Diagnostic Biomarkers of Hand-Arm Vibration Syndrome	6
Engaging Oncology and Occupational Medicine to Inform Design of a Total Worker Health® Intervention to Address Employment, Financial, and Well-being Outcomes in Cancer Survivors	6
COVID-19 Traumatic Disaster Appraisal and Stress Symptoms Among Health Care Workers	6
Book Review “the IBM COVID-19 Compendium”	6
Mining Tenure and Job Duties Differ Among Contemporary and Historic Underground Coal Miners With Progressive Massive Fibrosis	6
A Comprehensive Sampling Study on SARS-CoV-2 Contamination of Air and Surfaces in a Large Meat Processing Plant Experiencing COVID-19 Clusters in June 2020	6
Feasibility and Pilot Outcomes of the Move More @ Work Intervention Designed to Encourage Employees to be Physically Active for 2 Minutes After Every 30 Minutes of Sitting	6
The Influence of Chronic Diseases on Self-Reported Work Disability	6
A Prescription for Resilience	6
The Future of Occupational and Environmental Medicine	6
Predicting Health Access During Critical Public Health Crises	6
Investigating Blood Lead Levels and Its Health Effects on Employees of a Petroleum Industry and the Surrounding Residents	6
Examining the Relationship Between Workplace Industry and COVID-19 Infection	6
A Model of Depression in University Faculty, Staff, and Health Care Workers Using an Automated Mental Health Screening Tool	6
The Tech4Rest Randomized Controlled Trial	6
Prevention of Laboratory Animal Allergy and Impact of COVID-19 on Prevention Programs in the United States	6
Effect of Joint Exposure to Psychosocial and Physical Work Factors on the Incidence of Workplace Injuries	6
Poisoned Waters of War	6
Responsible Development of Emerging Technologies	6
Suicides in Massachusetts by Industry and Occupation, 2016–2019	6
Leisure but Not Occupational Physical Activity and Sedentary Behavior Associated With Better Health	6
A Qualitative Study Exploring White-Collar Employee/Manager Experiences of Mental Health and Well-being Initiatives in Corporate Environments	6
The relationship between meeting workplace accommodation needs and job disruptions among Canadians working with disabilities: A cross-sectional analysis	6
PM2.5 Speciation chemicals and Neonatal Respiratory Distress Syndrome (RDS): Uncovering the Interactions of Maternal Health, Environmental metal pollutants, and Sociodemographic Factors	6
Carpal Tunnel Syndrome and Hand-Arm Vibration	5
On-Duty Resting Heart Rate Variability at the Fire Station Is Related to Cardiorespiratory Fitness and Physical Activity Levels in Firefighters	5
A Rapid Nucleic Acid Amplification Test–Based, Conditional Release-to-Work Policy for Health Care Personnel With Symptoms Consistent With COVID-19	5
Demographic Differences and Potential Bias From Automated Occupation Coding Among Mothers of Babies Born With or Without Cleft Lip and/or Cleft Palate in the Texas Birth Defects Registry	5
Association Between Adaptation of Management Philosophy and Mission Statement, and Work Engagement Among Japanese Workers	5
Examination of the Contributing Factors to Fatalities in Electrical Trades Due to Contact With Electricity	5
Using the COVID-19 Job Exposure Matrix for Essential Workplace Preparedness	5
Work Absence Following COVID-19 Vaccination in a Cohort of Healthcare Personnel	5
WHO WORKS NON-DAY SHIFTS?	5
Association Between Metabolic Syndrome and Physical Fitness in Firefighters in Cape Town, South Africa	5
Physiological Effects of Wearing N95 Respirator on Medical Staff During Prolong Work Hours in Covid-19 Departments	5
“It's Just a Checklist”	5
Physical Activity, Sedentary Time, and Cardiometabolic Health in Heavy Goods Vehicle Drivers	5
Occupational Factors Associated With Workers’ Depression, Anxiety, and General Fatigue	5
The Organic Farmer Safety, Health & Life Questionnaire (OFSHLQ)	5
Comment on the Update ACOEM Guidance Statement—Role and Value of the Corporate Medical Director	5
Experiences With Work-Family Conflict, Breastfeeding, and Perinatal Mental Health Among Women Returning to Work After Giving Birth	5
The Impact of Air Pollution on Acute Angle-Closure Glaucoma in Hefei, China, 2017–2022	5
Impact of Occupations and Hobbies on the Severity of Carpal Tunnel Syndrome	5
COVID-19 and Lifetime Experiences of Trauma, Moral Injury, and Institutional Betrayal Among Healthcare Providers	5

Effect of Cardiorespiratory Fitness Level on Physiological Responses and Task Performance During a High-Rise Firefighting Task	5
Experiences and Perspectives on Stressors and Organizational Strategies to Bolster Resiliency During the COVID-19 Pandemic	5
Interaction Between Chronic Bronchitis and Blood Cadmium Levels on the Prevalence of Myocardial Infarction in US Adults	5
Mental Health, Burnout, and Resilience in Healthcare Professionals After the First Wave of COVID-19 Pandemic in Spain	5
Impacts of the Statewide COVID-19 Lockdown Interventions on Excess Mortality, Unemployment, and Employment Growth	5
COVID-19 Infections in Health Care Personnel by Source of Exposure and Correlation With Community Incidence	5
Association Between the Occupation of Pregnant Women’s Partners and Risks of Infant Low Birth Weight and Preterm Birth in a Prospective Birth Cohort	5
Occupational Exposure to Trichloramine and Endotoxins	5
Psychosocial Risks and Resources at Work and Employee Well-being in the Context of the COVID-19 Pandemic	5
Occupational Dust Exposure as a Risk Factor for Developing Lung Function Impairment	5
Impact of a Participatory Wellness Continuing Medical Education Program on Physician Burnout and Well-Being	5
Association of Work Stress With Anxiety and Depression Among Adults in Wuhan, China	5
Update on Managing the Risks of Exposure to Lentiviral and Retroviral Vectors	5
Working Conditions in Complementary and Integrative Healthcare Professions	5
Perception Differences in Burnout	5
The Association Between Organizational Justice and Health-Related Productivity Loss Among Korean Employees	5
Too Soon to Breathe Easy	5
Effects of Return-to-Office, Public Schools Reopening, and Vaccination Mandates on COVID-19 Cases Among Municipal Employee Residents of New York City	5
Job Demand-Control and Hypertension in African Americans and Non–African Americans	5
Job Stress and Sleep Disturbances Among Career Firefighters in Northern California	5
Burnout Among Public Health Workers During the COVID-19 Pandemic in South Korea	5
Psychosocial Stress at Work and Risks for Burnout Among Hotel Workers	5
Shiftwork and the Risk of Metabolic Syndrome Among Health Care Workers	5
Outcomes for a Heat Illness Prevention Program in Outdoor Workers	4
Work From Home (WFH) During COVID-19: Is Virtual Reality (VR) a New Solution to New Problems?	4
Association Between Lifestyle Behavior and Health-Related Productivity Loss Among Korean Employees	4
A Longitudinal Cohort Study of Factors Impacting Healthcare Worker Burnout in New York City During the COVID-19 Pandemic	4
COVID-19 Vaccine Hesitancy and Uptake Among Firefighters	4
Work Ability and Analysis of Stress-Relevant Coping With Demands of Teachers—A Cross-Sectional Comparative Study in Germany and Ukraine	4
Factors Associated With the Presenteeism of Single-Person Household Employees in Korea	4
Association Between Heavy Metals Exposure and Height in Chinese Preschoolers	4
Obesity Among Industrial Workers in Brazil	4
Occupation and Semen Parameters in a Cohort of Fertile Men	4
Firefighters With Higher Cardiorespiratory Fitness Demonstrate Lower Markers of Cardiovascular Disease Risk	4
Employer-Led Strategies to Improve the Value of Health Spending: A Systematic Review	4
Integration of Total Worker Health® Training for Occupational Health and Safety Professionals With Efforts to Promote Worker Health, Safety, and Well-being in Mexico	4
Response to Letter to the Editor: “The Role of Occupational Risk Assessment and Health Surveillance in SARS-CoV-2 Antigen Testing of Unexposed Asymptomatic Workers in Selected Workplaces”	4
Relationship Between Firm Size and Perceived Organizational Support and the Moderating Role of Supervisor Support	4
Safety Climate in the Utility Industry	4
Depression and Pesticide Exposure Among Male Farmers in Greece	4
Evaluation of the Role of KIM-1 in Detecting Early Nephrotoxicity in Lead-Exposed Workers	4
Breaking up Sitting Time With Isometric Wall Squat Exercise During Occupational Activities	4
Do Sleep Problems Explain the Association Between Work Stress and the Trajectories of Work Ability From Midlife to Pensionable Age?	4
Perceived Supervisor Support for Health Affects Presenteeism	4
Long Working Hours and Risk of Depression by Household Income Level	4
New Highlights	4
The Occupational Medicine Physician	4
Application of a Mathematical Method to Assess Associations Between Work Exposures and Severe Back and Hand Pain Using Job Exposure Matrices in the CONSTANCES Cohort	4
Work Characteristics, Workplace Support, and Mental Ill-Health in a Canadian Cohort of Healthcare Workers During the COVID-19 Pandemic	4
Past Asbestos Exposure in Rolling Stock Manufacturing in the Absence of Environmental Monitoring: An Original Method	4
Association Between Serum Trace Heavy Metals and Liver Function Among Adolescents	4
Association Between Working Hours and Poor Glycemic Control in Patients With Diabetes	4
Cross-sectional study of the association of menopausal symptoms with presenteeism among female employees of a Japanese company	4
Occupational Heat Exposure as a Risk Factor for End-Stage Kidney Disease	4
The effect of working from home on device-measured physical activity among Japanese white-collar workers: a within-individual comparison study	4
Primary Care Consultations Among UK Police Officers and Staff	4
Medicare work-related injuries: Underutilization of workers' compensation leads to higher out-of-pocket costs for older adults	4
Work Disability Duration Among Mobile Workers	4
Cross-sectional Study of Workers Employed at a Copper Smelter—Effects of Long-term Exposures to Copper on Lung Function and Chronic Inflammation	4
Is Arthroscopic Meniscectomy Associated With an Increased Risk of Total Knee Arthroplasty for Claimants in the Workers’ Compensation System? A 10-Year Study of Workers’ Compensation Claims From a Larg	4
Proceedings From a National Summit on Workplace Mental Health and Well-being	4
Breast Cancer Among Female Flight Attendants and the Role of the Occupational Exposures	4
A Longitudinal Analysis of Long Working Hours and the Onset of Psychological Distress	4
Could the “Metabolic Memory Theory”, or Hyperglycemia Inducing Inflammation via Epigenetic Mechanisms, Cause Vascular Complications in Shift Workers?	4
Trends in the Utilization and Dose of Gabapentinoids in Combination With Opioids in an Injured Worker Population Between 2008 and 2018	4
Association of Occupational Exposures and Chronic Obstructive Pulmonary Disease Morbidity	4
Economic Evaluations of Worksite Health Centers: A Systematic Review	4
Low-Dose Occupational Exposure to Nickel and Thyroid Hormones	4
Exercise Habits and Resources for Southeastern US Firefighters	4
Biomonitoring of Polybrominated Dioxins & Furans, Polychlorinated Dioxins & Furans, and Dioxin Like Polychlorinated Biphenyls in Vietnamese Female Electronic Waste Recyclers: Erratum	4
Comparison of 24-hour Movement Behaviors in Desk Workers Across Office and Work from Home Locations	4
Lung Cancer Mortality in the Swiss Working Population	4
Workplace Discrimination and Short Sleep Among Healthcare Workers	4
Using Focus Groups to Identify Nutrition Education Needs and Implementation Strategies for the Wildland Firefighter	4
Work-Related Mental Health Problems in Switzerland	4
Time Series Analysis of the Acute Effect of Atmospheric Fine Particulate Matter on Hospitalization for Heart Failure in Lanzhou, China	4
Working From Home, Work-Life Balance, and Depression/Anxiety Among Korean Workers in the COVID-19 Pandemic Period	3
Marked Decreases in Time Lost From Work Among COVID-19 Claimants During the SARS-CoV-2 Pandemic	3
Perceptions of Cancer Risk and Gear Decontamination Among Aircraft Rescue and Firefighting Firefighters	3
Corporate Motivation and Performance to Participate in the Government-Led Health Productivity and Management Initiatives in Japan	3
Ambient Air Pollution and Incident Cardiovascular Disease in People With Type 2 Diabetes Mellitus	3
Medical Evaluation for Respirator Use—Updated Approaches	3
Attributes of Long Duration COVID-19 Workers’ Compensation Claims	3
The Impact of COVID-19 on Granted Disability Insurances and Related Costs for Workers With Cancer	3
Impact of COVID-19 Pandemic on the Prevalence of Metabolic Syndrome in Health Care Workers	3
Incorporating Lifestyle Medicine Into Occupational Medicine Practice	3
Mediating Role of Burnout on the Association Between Work-Related Boredom and Insomnia Among Korean Wage Workers	3
Costs of Presenteeism and Absenteeism Associated With Psychological Distress Among Male and Female Older Workers	3
Relationship Between Low Visual Acuity and Nonfatal Occupational Same-Level Falls in Japanese Female Employees	3
Implications for Socioenvironmental Determinants of Health-Informed Health Worker Wellness Programs	3
Effect of Long COVID on Work Performance and Annual Monetary Loss Among Infected Health Care Workers at a Tertiary Hospital in Malaysia	3
Addressing Environmental Health	3
Ohio Farmworkers and Heat-Related Illness Prevention	3
A Longitudinal Study on the Impact of Working From Home During the COVID-19 Pandemic	3
Obesity Classification of the Body Mass Index Does Not Predict Participation Restrictions at Work	3