Policies to reduce influenza in the workplace: impact assessments using an agent-based model.

OBJECTIVES We examined the impact of access to paid sick days (PSDs) and stay-at-home behavior on the influenza attack rate in workplaces. METHODS We used an agent-based model of Allegheny County, Pennsylvania, with PSD data from the US Bureau of Labor Statistics, standard influenza epidemic parameters, and the probability of staying home when ill. We compared the influenza attack rate among employees resulting from workplace transmission, focusing on the effects of presenteeism (going to work when ill). RESULTS In a simulated influenza epidemic (R0 = 1.4), the attack rate among employees owing to workplace transmission was 11.54%. A large proportion (72.00%) of this attack rate resulted from exposure to employees engaging in presenteeism. Universal PSDs reduced workplace infections by 5.86%. Providing 1 or 2 "flu days"-allowing employees with influenza to stay home-reduced workplace infections by 25.33% and 39.22%, respectively. CONCLUSIONS PSDs reduce influenza transmission owing to presenteeism and, hence, the burden of influenza illness in workplaces.

[1]  M. Mahoney,et al.  Equity-focused health impact assessment: A tool to assist policy makers in addressing health inequalities , 2005 .

[2]  Shawn T. Brown,et al.  A computer simulation of vaccine prioritization, allocation, and rationing during the 2009 H1N1 influenza pandemic. , 2010, Vaccine.

[3]  Sandra Crouse Quinn,et al.  Racial disparities in exposure, susceptibility, and access to health care in the US H1N1 influenza pandemic. , 2011, American journal of public health.

[4]  A. Nizam,et al.  Containing Pandemic Influenza at the Source , 2005, Science.

[5]  Amy H Auchincloss,et al.  An agent-based model of income inequalities in diet in the context of residential segregation. , 2011, American journal of preventive medicine.

[6]  R W Scholz,et al.  Collecting close-contact social mixing data with contact diaries: reporting errors and biases , 2011, Epidemiology and Infection.

[7]  A. D. Diez Roux,et al.  A spatial agent-based model for the simulation of adults' daily walking within a city. , 2011, American journal of preventive medicine.

[8]  Sandro Galea,et al.  Causal thinking and complex system approaches in epidemiology. , 2010, International journal of epidemiology.

[9]  Amy H Auchincloss,et al.  A new tool for epidemiology: the usefulness of dynamic-agent models in understanding place effects on health. , 2008, American journal of epidemiology.

[10]  Matt J. Keeling,et al.  Social encounter networks: collective properties and disease transmission , 2012, Journal of The Royal Society Interface.

[11]  J. Schmitt,et al.  Ensuring a Healthy and Productive Workforce: Comparing the Generosity of Paid Sick Day and Sick Leave Policies in 22 Countries , 2010, International journal of health services : planning, administration, evaluation.

[12]  S. Quinn,et al.  The impact of workplace policies and other social factors on self-reported influenza-like illness incidence during the 2009 H1N1 pandemic. , 2012, American journal of public health.

[13]  E. W. Mitchell,et al.  Public Response to Community Mitigation Measures for Pandemic Influenza , 2008, Emerging infectious diseases.

[14]  H. Ibarra Homophily and differential returns: Sex differences in network structure and access in an advertising firm. , 1992 .

[15]  Jennifer E. Pelletier,et al.  Access to and Use of Paid Sick Leave Among Low-Income Families With Children , 2008, Pediatrics.

[16]  John J. Grefenstette,et al.  A computer simulation of employee vaccination to mitigate an influenza epidemic. , 2010, American journal of preventive medicine.

[17]  J. Bonnefoy,et al.  Constructing the evidence base on the social determinants of health: A guide , 2007 .

[18]  Shawn T. Brown,et al.  Simulating school closure strategies to mitigate an influenza epidemic. , 2010, Journal of public health management and practice : JPHMP.

[19]  M. McPherson,et al.  Birds of a Feather: Homophily in Social Networks , 2001 .

[20]  B. Stevens Complementing the welfare state : the development of private pension, health insurance and other employee benefits in the United States , 1986 .

[21]  R. Mockenhaupt,et al.  Pandemic Influenza Planning in the United States from a Health Disparities Perspective , 2008, Emerging infectious diseases.

[22]  Kenneth J. Smith,et al.  Economics of employer-sponsored workplace vaccination to prevent pandemic and seasonal influenza. , 2010, Vaccine.

[23]  Jeffrey T. Polzer,et al.  Friends in High Places: The Effects of Social Networks on Discrimination in Salary Negotiations , 2000 .

[24]  R. Rosa,et al.  Paid sick leave and nonfatal occupational injuries. , 2012, American journal of public health.

[25]  K. Everstine,et al.  Factors associated with food workers working while experiencing vomiting or diarrhea. , 2011, Journal of food protection.

[26]  K. Nichol,et al.  Effect of influenza-like illness and other wintertime respiratory illnesses on worker productivity: The child and household influenza-illness and employee function (CHIEF) study. , 2010, Vaccine.

[27]  Richard M. Steers,et al.  Major influences on employee attendance: A process model. , 1978 .

[28]  W. Edmunds,et al.  Dynamic social networks and the implications for the spread of infectious disease , 2008, Journal of The Royal Society Interface.

[29]  D. Cummings,et al.  Strategies for mitigating an influenza pandemic , 2006, Nature.