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Featured researches published by Patrick L. Yorio.


Risk Analysis | 2014

Interpreting MSHA Citations Through the Lens of Occupational Health and Safety Management Systems: Investigating Their Impact on Mine Injuries and Illnesses 2003–2010

Patrick L. Yorio; Dana R. Willmer; Joel M. Haight

Since the late 1980s, the U.S. Department of Labor has considered regulating a systems approach to occupational health and safety management. Recently, a health and safety management systems (HSMS) standard has returned to the regulatory agenda of both the Occupational Safety and Health Administration (OSHA) and the Mine Safety and Health Administration (MSHA). Because a mandated standard has implications for both industry and regulating bodies alike, it is imperative to gain a greater understanding of the potential effects that an HSMS regulatory approach can have on establishment-level injuries and illnesses. Through the lens of MSHAs regulatory framework, we first explore how current enforcement activities align with HSMS elements. Using MSHA data for the years 2003-2010, we then analyze the relationship between various types of enforcement activities (e.g., total number of citations, total penalty amount, and HSMS-aligned citations) and mine reportable injuries. Our findings show that the reduction in mine reportable injuries predicted by increases in MSHA enforcement ranges from negligible to 18%. The results suggest that the type and focus of the enforcement activity may be more important for accident reduction than the total number of citations issued and the associated penalty amount.


International Journal of Hyperthermia | 2017

Umbilical temperature correlation with core and skin temperatures at rest, in the heat and during physical activity

Raymond J. Roberge; Jung-Hyun Kim; Patrick L. Yorio; Aitor Coca; Yongsuk Seo; Tyler Quinn; Ali Aljaroudi; Jeffrey B. Powell

Abstract Purpose: to determine the correlation of umbilical temperatures (Tumb) with simultaneously recorded chest wall temperature (Tchest) and rectal temperature (Trectal) in adults during rest, heat exposure and exercise. Methods: A total of 28 healthy men, wearing different types of clothing (athletic garb, a spandex full body heating garment, firefighter bunker gear) had average and peak umbilical, chest wall and rectal temperature measurements taken during sedentary temperature stabilisation stages, heat exposure periods and active exercise phases. Results: Curvilinear relationships were noted between Tchest and Tumb compared with Trectal and their association became noticeably positive and linear at approximately 35.5 °C. Polynomial regression analysis of Trectal with linear and quadratic forms of Tchest and Tumb indicated an overall R2 of 0.657 and 0.767, respectively. Bivariate analysis of a restricted data set (where Tchest and Tumb ≥35.5°), indicated that Tumb was significantly associated with Trectal (raverage = 0.710, p <0.001; rpeak  = 0.841, p <0.001) and Tchest was also significantly associated with Trectal, but less so (raverage = 0.570, p <0.001; rpeak = 0.699, p <0.001). Conclusions: the umbilicus offers a non-invasive, peripheral site for measurement of temperature that more closely correlated with body core temperature than Tchest when core temperature was ≥35.5 °C.


Risk Analysis | 2018

Interstitial Lung Diseases in the U.S. Mining Industry: Using MSHA Data to Examine Trends and the Prevention Effects of Compliance with Health Regulations, 1996-2015: Interstitial Lung Diseases in the U.S. Mining Industry

Patrick L. Yorio; A. Scott Laney; Cara N. Halldin; David J. Blackley; Susan M. Moore; Kerri Wizner; Lewis J. Radonovich; Lee A. Greenawald

Given the recent increase in dust-induced lung disease among U.S. coal miners and the respiratory hazards encountered across the U.S. mining industry, it is important to enhance an understanding of lung disease trends and the organizational contexts that precede these events. In addition to exploring overall trends reported to the Mine Safety and Health Administration (MSHA), the current study uses MSHAs enforcement database to examine whether or not compliance with health regulations resulted in fewer mine-level counts of these diseases over time. The findings suggest that interstitial lung diseases were more prevalent in coal mines compared to other mining commodities, in Appalachian coal mines compared to the rest of the United States, and in underground compared to surface coal mines. Mines that followed a relevant subset of MSHAs health regulations were less likely to report a lung disease over time. The findings are discussed from a lung disease prevention strategy perspective.


PLOS ONE | 2018

Healthcare personnel exposure in an emergency department during influenza season

Ana M. Rule; Otis Apau; Steven H. Ahrenholz; Scott E. Brueck; William G. Lindsley; Marie A. de Perio; John D. Noti; Ronald E. Shaffer; Richard E. Rothman; Alina Grigorovitch; Bahar Noorbakhsh; Donald H. Beezhold; Patrick L. Yorio; Trish M. Perl; Edward M. Fisher

Introduction Healthcare personnel are at high risk for exposure to influenza by direct and indirect contact, droplets and aerosols, and by aerosol generating procedures. Information on air and surface influenza contamination is needed to assist in developing guidance for proper prevention and control strategies. To understand the vulnerabilities of healthcare personnel, we measured influenza in the breathing zone of healthcare personnel, in air and on surfaces within a healthcare setting, and on filtering facepiece respirators worn by healthcare personnel when conducting patient care. Methods Thirty participants were recruited from an adult emergency department during the 2015 influenza season. Participants wore personal bioaerosol samplers for six hours of their work shift, submitted used filtering facepiece respirators and medical masks and completed questionnaires to assess frequency and types of interactions with potentially infected patients. Room air samples were collected using bioaerosol samplers, and surface swabs were collected from high-contact surfaces within the adult emergency department. Personal and room bioaerosol samples, surface swabs, and filtering facepiece respirators were analyzed for influenza A by polymerase chain reaction. Results Influenza was identified in 42% (53/125) of personal bioaerosol samples, 43% (28/ 96) of room bioaerosol samples, 76% (23/30) of pooled surface samples, and 25% (3/12) of the filtering facepiece respirators analyzed. Influenza copy numbers were greater in personal bioaerosol samples (17 to 631 copies) compared to room bioaerosol samples (16 to 323 copies). Regression analysis suggested that the amount of influenza in personal samples was approximately 2.3 times the amount in room samples (Wald χ2 = 16.21, p<0.001). Conclusions Healthcare personnel may encounter increased concentrations of influenza virus when in close proximity to patients. Occupations that require contact with patients are at an increased risk for influenza exposure, which may occur throughout the influenza season. Filtering facepiece respirators may become contaminated with influenza when used during patient care.


Ergonomics | 2018

Using Trunk Posture to Monitor Heat Strain at Work

Tyler Quinn; Yongsuk Seo; Patrick L. Yorio; Ali Aljaroudi; Aitor Coca; Jung-Hyun Kim; Raymond J. Roberge; W. Jon Williams

Abstract This study aimed to determine if trunk posture during walking is related to increases in rectal temperature (Tre). 24 males treadmill walked in one of four conditions (1): 30 min at 3.0 mph and 0% grade, 20 °C and 50% relative humidity (RH), wearing healthcare worker (HCW) PPE; (2): 30 min at 3.0 mph and 0% grade, 27.5 °C and 60% RH, HCW PPE; (3): 30 min at 3.0 mph and 0% grade, 32.5 °C and 70% RH, HCW PPE; and (4): 40 min at 40% VO2max, 30 °C and 70% RH, wearing firefighter PPE. Trunk posture (Zephyr BioHarness 3) and Tre were measured continuously. Tre was positively related to trunk posture, controlling for covariates (B = 3.49, p < .001). BMI and age moderated this relationship (Tre×age, B = 0.76, p < .001; Tre*BMI, B = −1.85, p < .001). Trunk posture measurement may be useful in monitoring fall potential and magnitude of heat stress of workers in hot environments. Practitioner Summary: Occupational hyperthermia increases worker risk for heat illness and injury but is difficult to monitor in the field. This investigation shows that trunk posture is independently and positively related to core temperature. Non-invasive measurement or visual inspection of trunk posture could provide novel insight on individual heat strain level.


Safety Science | 2016

Exploring the state of health and safety management system performance measurement in mining organizations

Emily J. Haas; Patrick L. Yorio


Safety Science | 2015

Health and safety management systems through a multilevel and strategic management perspective: Theoretical and empirical considerations

Patrick L. Yorio; Dana R. Willmer; Susan M. Moore


Journal of Occupational and Environmental Hygiene | 2017

Transfer of bacteriophage MS2 and fluorescein from N95 filtering facepiece respirators to hands: Measuring fomite potential

Tyler M. Brady; Amanda Strauch; Claudia M. Almaguer; George Niezgoda; Ronald E. Shaffer; Patrick L. Yorio; Edward M. Fisher


ASSE Professional Development Conference and Exposition | 2013

Health and Safety Management Systems – A Comparative Analysis of Content and Impact

Joel M. Haight; Patrick L. Yorio; Dana R. Willmer


Archive | 2018

Using Sensemaking Theory to Improve Risk Management and Risk Communication: What Can We Learn?

Emily J. Haas; Patrick L. Yorio

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Dana R. Willmer

National Institute for Occupational Safety and Health

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Aitor Coca

National Institute for Occupational Safety and Health

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Ali Aljaroudi

National Institute for Occupational Safety and Health

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Joel M. Haight

University of Pittsburgh

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Jung-Hyun Kim

National Institute for Occupational Safety and Health

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Raymond J. Roberge

National Institute for Occupational Safety and Health

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Susan M. Moore

University of Pittsburgh

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Tyler Quinn

National Institute for Occupational Safety and Health

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Yongsuk Seo

National Institute for Occupational Safety and Health

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Edward M. Fisher

National Institute for Occupational Safety and Health

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