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Chapman D, Strong C, Kaur P, Ganesan AN. Evaluation of a Point-of-Use Kiosk for Improving the Fit of N95/P2 Respirators in Healthcare Settings: A Randomized Controlled Trial. Am J Infect Control 2024:S0196-6553(24)00641-2. [PMID: 39147139 DOI: 10.1016/j.ajic.2024.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 08/05/2024] [Accepted: 08/09/2024] [Indexed: 08/17/2024]
Abstract
INTRODUCTION Verifying the fit of disposable N95/P2 half-face respirators is critical. There are currently no objective ways to evaluate the implementation when used. Previously, we showed that only 26% of healthcare workers achieve appropriate fit at the point of use. METHODS 657 quantitative fit tests were conducted on 166 subjects, using four different respirator styles. Randomization was performed; controls employing standard 'fit-check' and intervention using a custom built infra-red video kiosk. Primary outcome was passing rates of quantitative fit, with secondary outcomes of respirator type, gender, race, and previous experience. RESULTS Intervention demonstrated significantly higher pass rate (50.6%) compared to controls (30.8%). The odds of passing with IR Kiosk compared to control was 2.3 (OR 2.3 95%CI 1.8 to 2.9, p<0.001). Duckbill style improved the greatest (OR 4.1 95%CI 2.1 to 7.9, p<0.001), and Tri-fold also showing substantial benefit (OR 2.66 95%CI 1.4 to 5.2, p<0.001). Gender and race did not influence the outcomes when using the kiosk, nor did previous experience. CONCLUSION A custom point of use kiosk improved the odds of achieving a satisfactory fit of common respirator styles, independent of participant demographics. These findings open the door to addressing a critical gap in respiratory protection programs by providing individual assessment and interventions that improve worker safety at the time of highest risk. DATA AVAILABILITY STATEMENT The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to their containing information that could compromise the privacy of research participants.
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Affiliation(s)
- Darius Chapman
- College of Medicine and Public Health, Flinders University, Adelaide, Australia.
| | - Campbell Strong
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Prabhpreet Kaur
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Anand N Ganesan
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
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Chapman D, Strong C, Dharmaprani D, Tiver K, Kaur P, Ganesan AN. A comparative study of point-of-care protection from N95 filtering face-piece respirators in a Residential Aged Care Facility and a Tertiary Hospital-Respiratory protection challenges remain amidst long-term impacts of COVID-19. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2024; 21:485-493. [PMID: 38901026 DOI: 10.1080/15459624.2024.2345145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
This study compared the effectiveness of N95 FFRs in providing respiratory protection for healthcare staff in a residential aged care facility (RACF) and tertiary teaching hospital (TTH) who had previously passed their occupational respiratory protection program fit test. A total of 126 healthcare workers who were regularly using N95 FFRs and who had previously passed a fit test participated in this comparative study. In this study, participants were again fit tested with the PortaCount machine, and their self-assessed tolerability of wearing an N95 FFR was assessed using a standardized questionnaire. The main outcome measures included the pass rate of the fit test and the assessment of tolerability and comfort of the N95 FFR. Across all participants, the fit test pass rate was low (27%), indicating persistent gaps in respiratory protection programs for healthcare workers during the ongoing COVID-19 pandemic. Hospital workers were 3.7 times more likely to pass the test compared to their counterparts in RACFs (p < 0.001). It was also found that workers in RACFs reported higher levels of discomfort and overall dissatisfaction with N95 FFRs compared to hospital staff. These findings highlight the need for targeted interventions and improvements in respiratory protection practices beyond annual fit testing, particularly in RACFs, to ensure the safety of healthcare workers and the vulnerable population they serve.
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Affiliation(s)
- Darius Chapman
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Campbell Strong
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Dhani Dharmaprani
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Kathryn Tiver
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Prabhpreet Kaur
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Anand N Ganesan
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
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Harber P, Beckett WS. Health effects of filtering facepiece respirators: Research and clinical implications of comfort, thermal, skin, psychologic, and workplace effects. Am J Ind Med 2023; 66:1017-1032. [PMID: 37702368 DOI: 10.1002/ajim.23535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/28/2023] [Accepted: 09/04/2023] [Indexed: 09/14/2023]
Abstract
Filtering facepiece respirators (FFR's) such as N95s have become widely used in appropriate settings for personal respiratory protection and are increasingly used beyond workplace settings. Concerns about possible adverse effects have appeared in many publications, particularly since the COVID-19 pandemic led to much more widespread use. This paper synthesizes known effects based upon review of publications in PubMed since 1995, addressing effects other than pulmonary and cardiovascular (reviewed elsewhere). Findings: (1) Subjective discomfort is very frequently reported; this includes general discomfort or organ-system-specific complaints such as respiratory, headache, dermatologic, and heat. Research methods are widely divergent, and we propose a taxonomy to classify such studies by methodology, study population (subjects, experimental vs. observational methodology, comparator, specificity, and timeframe) to facilitate synthesis. (2) Objective measures of increased heat and humidity within the mask are well documented. (3) Frequency and characteristics of dermatologic effects have been insufficiently evaluated. (4) Physical mask designs are varied, making generalizations challenging. (5) More studies of impact on work performance and communication are needed. (6) Studies of effect of FFR design and accompanying training materials on ease and consistency of use are needed.
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Affiliation(s)
- Philip Harber
- Environmental Health Sciences, University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, Arizona, USA
| | - William S Beckett
- Mount Auburn Hospital (Emeritus Status), Cambridge, Massachusetts, USA
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Chen H, Pennington ER, Case MW, Tong H, Rappold AG, Samet JM, Prince SE. Improvement in Fitted Filtration Efficiency of N95 Respirators With Escalating Instruction of the Wearer. AJPM FOCUS 2022; 1:100014. [PMID: 36338466 PMCID: PMC9628765 DOI: 10.1016/j.focus.2022.100014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Introduction Fitted filtration performance of an N95 respirator may benefit from differing levels of instructions. Methods Using a modified Occupational Safety and Health Administration fit test protocol, we measured fitted filtration efficiency for an N95 respirator in 21 screened, healthy participants given 4 levels of escalating instruction: (1) uninstructed (baseline), (2) written/pictorial manufacturer instructions, (3) step-by-step video demonstration, and (4) staff instruction (visual inspection of respirator fit and verbal suggestions to adjust when applicable). Results Baseline fitted filtration efficiency was not significantly different between participants with or without previous experience of N95 use. Clear improvements in fitted filtration efficiency were observed progressing from baseline (average=86.1%) to manufacturer paper instructions (93.3%), video instructions (97.5%), and post staff intervention (98.3%). Baseline fitted filtration efficiency values were significantly lower than those after video instruction (p<0.037) and staff intervention (p<0.033) sessions. Conclusions Beyond uninstructed wear or provision of manufacturer instructions, efforts to train and instruct users in proper respirator fit principles with visual feedback are likely to yield benefits to public health outcomes in reducing respiratory exposure during air quality emergencies such as airborne viral outbreaks and wildland fires.
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Affiliation(s)
- Hao Chen
- Oak Ridge Institute for Science Education, Oak Ridge, Tennessee
| | | | - Martin W. Case
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina
| | - Haiyan Tong
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina
| | - Ana G. Rappold
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina
| | - James M. Samet
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina
| | - Steven E. Prince
- Public Health and Environmental Systems Division, Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina
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Holm SM, Miller MD, Balmes JR. Health effects of wildfire smoke in children and public health tools: a narrative review. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2021; 31:1-20. [PMID: 32952154 PMCID: PMC7502220 DOI: 10.1038/s41370-020-00267-4] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 09/07/2020] [Accepted: 09/11/2020] [Indexed: 05/20/2023]
Abstract
Wildfire smoke is an increasing environmental health threat to which children are particularly vulnerable, for both physiologic and behavioral reasons. To address the need for improved public health messaging this review summarizes current knowledge and knowledge gaps in the health effects of wildfire smoke in children, as well as tools for public health response aimed at children, including consideration of low-cost sensor data, respirators, and exposures in school environments. There is an established literature of health effects in children from components of ambient air pollution, which are also present in wildfire smoke, and an emerging literature on the effects of wildfire smoke, particularly for respiratory outcomes. Low-cost particulate sensors demonstrate the spatial variability of pollution, including wildfire smoke, where children live and play. Surgical masks and respirators can provide limited protection for children during wildfire events, with expected decreases of roughly 20% and 80% for surgical masks and N95 respirators, respectively. Schools should improve filtration to reduce exposure of our nation's children to smoke during wildfire events. The evidence base described may help clinical and public health authorities provide accurate information to families to improve their decision making.
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Affiliation(s)
- Stephanie M Holm
- Western States Pediatric Environmental Health Specialty Unit, University of California San Francisco, San Francisco, CA, USA.
- Division of Occupational and Environmental Medicine, University of California San Francisco, San Francisco, CA, USA.
- Division of Epidemiology, School of Public Health, University of California Berkeley, Berkeley, CA, USA.
- Children's Environmental Health Center, Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Oakland, CA, USA.
| | - Mark D Miller
- Western States Pediatric Environmental Health Specialty Unit, University of California San Francisco, San Francisco, CA, USA
- Division of Occupational and Environmental Medicine, University of California San Francisco, San Francisco, CA, USA
- Children's Environmental Health Center, Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Oakland, CA, USA
| | - John R Balmes
- Western States Pediatric Environmental Health Specialty Unit, University of California San Francisco, San Francisco, CA, USA
- Division of Occupational and Environmental Medicine, University of California San Francisco, San Francisco, CA, USA
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, CA, USA
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Beam EL, Herstein JJ, Kupzyk KA, Gibbs SG. A simulation approach to measure critical safety behaviors when evaluating training methods for respirator education in healthcare workers. Am J Infect Control 2020; 48:869-874. [PMID: 32407827 PMCID: PMC7214345 DOI: 10.1016/j.ajic.2020.05.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 05/05/2020] [Accepted: 05/05/2020] [Indexed: 12/01/2022]
Abstract
N95 respirators are a common tool in healthcare for airborne isolation and pandemic response. Simulation can be used to train healthcare workers. Reflective practice may be a training intervention to improve N95 respirator use compared to video alone.
Background The N95 respirator is the most common safety tool used in hospitals to protect health care workers (HCW) from inhaling airborne particles. Focusing on HCW behavior related to respirator use is an effective route to improve HCW safety and respiratory health. Methods Participants were asked to perform the donning and doffing of an N95 respirator to camera. Then they were randomized to a video alone or a reflective practice intervention. After the intervention they repeated the donning and doffing to camera. A critical safety behavior scoring tool (CSBST) was developed to compare the performance of the participants over time at pretest, post-test and 1 month later for follow-up. Results The reflective practice intervention group was found to have significantly higher scores on the CSBST at post-test and follow-up than the video alone group. In the reflective practice intervention group, the participants perceived they were better at performing the N95 donning and doffing than the experts scored them. Conclusions The CSBST is a tool to measure the performance of HCWs on a specific targeted safety behaviors. The addition of a reflective practice intervention may result in a measurable and sustained improvement in the safety behaviors demonstrated when using the N95 respirator.
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Yeung W, Ng K, Fong JMN, Sng J, Tai BC, Chia SE. Assessment of Proficiency of N95 Mask Donning Among the General Public in Singapore. JAMA Netw Open 2020; 3:e209670. [PMID: 32432708 PMCID: PMC7240349 DOI: 10.1001/jamanetworkopen.2020.9670] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 04/25/2020] [Indexed: 11/14/2022] Open
Affiliation(s)
- Wesley Yeung
- University Medicine Cluster, National University Hospital, Singapore
- Laboratory for Computational Physiology, Harvard-MIT Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge
| | - Kennedy Ng
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | | | - Judy Sng
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Bee Choo Tai
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Sin Eng Chia
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
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Robertsen Ø, Hegseth MN, Føreland S, Siebler F, Eisemann M, Vangberg HCB. The Effect of a Knowledge-Based Intervention on the Use of Respirators in the Norwegian Smelter Industry. Front Psychol 2020; 11:270. [PMID: 32153476 PMCID: PMC7044339 DOI: 10.3389/fpsyg.2020.00270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 02/04/2020] [Indexed: 11/13/2022] Open
Abstract
Introduction The present study investigated the effect of interventions aiming to improve attitudes toward the use of respiratory protective equipment (RPE), knowledge of RPE and the use of RPE in the Norwegian smelter industry. Method The surveys received 567 respondents to baseline and 240 respondents 2 weeks after the intervention. Participants were invited to either a fit-testing of respirators [Group 1] or a fit-testing combined with a lecture on exposure [Group 2], health effects and RPE. The control group [Group 3] received no training. Questionnaires containing measures of subjective knowledge, attitudes and behavior regarding RPE use were assessed. Results Testing indicated an improvement in knowledge of RPE and a reduction in perceived inconveniences regarding the use of RPE for both intervention groups. Group 1 showed an improvement in attitudes and organizational support, while intervention Group 2 showed an improvement in subjective norms related to RPE use. Intention to use or rate of respirator use was not shown to change significantly for any group using paired testing. Regression analysis indicated that participation in either intervention influenced intention to use respirators. The effect was significant for Group 1 and was marginally significant for intervention Group 2. Conclusion The results indicate that interventions can increase workers’ knowledge and attitudes, and reduce perceived inconvenience regarding the use of respiratory protective equipment. However, even though some variables seemed to positively change, reported respirator use did not improve for either groups participating in the study. It may be that physical barriers with regards to using RPE, such as fogging of protective goggles, sweating, breathing and communication issues outweigh individual attitudes, intentions and social pressure to use respirators. Practical Applications The tailored course and practical training in RPE use in the current intervention can be applied in the smelting industry to provide up to date information on dust exposure, health effects and protective equipment. Some adjustments may be warranted for the content to fit specific risks and exposures of other industries. However, the general pedagogical framework of the educational material regarding health effects and RPE should be useful for most heavy industries.
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Affiliation(s)
- Øystein Robertsen
- Department of Occupational and Environmental Medicine, University Hospital of North Norway, Tromsø, Norway
| | - Marit Nøst Hegseth
- Department of Occupational and Environmental Medicine, University Hospital of North Norway, Tromsø, Norway
| | - Solveig Føreland
- Department of Occupational and Environmental Medicine, University Hospital of North Norway, Tromsø, Norway
| | - Frank Siebler
- Department of Psychology, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Martin Eisemann
- Department of Psychology, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - Hans Christian Bones Vangberg
- Department of Occupational and Environmental Medicine, University Hospital of North Norway, Tromsø, Norway.,Department of Psychology, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
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Luong Thanh BY, Laopaiboon M, Koh D, Sakunkoo P, Moe H. Behavioural interventions to promote workers' use of respiratory protective equipment. Cochrane Database Syst Rev 2016; 12:CD010157. [PMID: 27925149 PMCID: PMC6464013 DOI: 10.1002/14651858.cd010157.pub2] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Respiratory hazards are common in the workplace. Depending on the hazard and exposure, the health consequences may include: mild to life-threatening illnesses from infectious agents, acute effects ranging from respiratory irritation to chronic lung conditions, or even cancer from exposure to chemicals or toxins. Use of respiratory protective equipment (RPE) is an important preventive measure in many occupational settings. RPE only offers protection when worn properly, when removed safely and when it is either replaced or maintained regularly. The effectiveness of behavioural interventions either directed at employers or organisations or directed at individual workers to promote RPE use in workers remains an important unanswered question. OBJECTIVES To assess the effects of any behavioural intervention either directed at organisations or at individual workers on observed or self-reported RPE use in workers when compared to no intervention or an alternative intervention. SEARCH METHODS We searched the Cochrane Work Group Specialised Register, the Cochrane Central Register of Controlled Trials (CENTRAL 2016, Issue 07), MEDLINE (1980 to 12 August 2016), EMBASE (1980 to 20 August 2016) and CINAHL (1980 to 12 August 2016). SELECTION CRITERIA We included randomised controlled trials (RCTs), controlled before and after (CBA) studies and interrupted time-series (ITS) comparing behavioural interventions versus no intervention or any other behavioural intervention to promote RPE use in workers. DATA COLLECTION AND ANALYSIS Four authors independently selected relevant studies, assessed risk of bias and extracted data. We contacted investigators to clarify information. We pooled outcome data from included studies where the studies were sufficiently similar. MAIN RESULTS We included 14 studies that evaluated the effect of training and education on RPE use, which involved 2052 participants. The included studies had been conducted with farm, healthcare, production line, office and coke oven workers as well as nursing students and people with mixed occupations. All included studies reported the effects of interventions as use of RPE, as correct use of RPE or as indirect measures of RPE use. We did not find any studies where the intervention was delivered and assessed at the whole organization level or in which the main focus was on positive or negative incentives. We rated the quality of the evidence for all comparisons as low to very low. Training versus no trainingOne CBA study in healthcare workers compared training with and without a fit test to no intervention. The study found that the rate of properly fitting respirators was not considerably different in the workers who had received training with a fit test (RR 1.17, 95% Confidence Interval (CI) 0.97 to 1.10) or training without a fit test (RR 1.16, 95% CI 0.95 to 1.42) compared to those who had no training. Two RCTs that evaluated training did not contribute to the analyses because of lack of data. Conventional training plus additions versus conventional training aloneOne cluster-randomised trial compared conventional training plus RPE demonstration versus training alone and reported no significant difference in appropriate use of RPE between the two groups (RR 1.41, 95% CI 0.96 to 2.07).One RCT compared interactive training with passive training, with an information screen, and an information book. The mean RPE performance score for the active group was not different from that of the passive group (MD 2.10, 95% CI -0.76 to 4.96). However, the active group scored significantly higher than the book group (MD 4.20, 95% CI 0.89 to 7.51) and the screen group (MD 7.00, 95% CI 4.06 to 9.94).One RCT compared computer-simulation training with conventional personal protective equipment (PPE) training but reported only results for donning and doffing full-body PPE. Education versus no educationOne RCT found that a multifaceted educational intervention increased the use of RPE (risk ratio (RR) 1.69, 95% CI 1.10 to 2.58) at three years' follow-up when compared to no intervention. However, there was no difference between intervention and control at one year's, two years' or four years' follow-up. Two RCTs did not report enough data to be included in the analysis.Four CBA studies evaluated the effectiveness of education interventions and found no effect on the frequency or correctness of RPE use, except in one study for the use of an N95 mask (RR 4.56, 95% CI 1.84 to 11.33, 1 CBA) in workers. Motivational interviewing versus traditional lecturesOne CBA study found that participants given motivational group interviewing-based safety education scored higher on a checklist measuring PPE use (MD 2.95, 95% CI 1.93 to 3.97) than control workers given traditional educational sessions. AUTHORS' CONCLUSIONS There is very low quality evidence that behavioural interventions, namely education and training, do not have a considerable effect on the frequency or correctness of RPE use in workers. There were no studies on incentives or organisation level interventions. The included studies had methodological limitations and we therefore need further large RCTs with clearer methodology in terms of randomised sequence generation, allocation concealment and assessor blinding, in order to evaluate the effectiveness of behavioural interventions for improving the use of RPE at both organisational and individual levels. In addition, further studies should consider some of the barriers to the successful use of RPE, such as experience of health risk, types of RPE and the employer's attitude to RPE use.
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Affiliation(s)
- Bao Yen Luong Thanh
- Faculty of Public Health, Hue University of Medicine and PharmacyDepartment of Biostatistics ‐ Demography ‐ Reproductive Health06 Ngo QuyenHueThua Thien HueVietnam47000
| | - Malinee Laopaiboon
- Khon Kaen UniversityDepartment of Epidemiology and Biostatistics, Faculty of Public Health123 Mitraparb RoadAmphur MuangKhon KaenThailand40002
| | - David Koh
- National University of SingaporeSSH School of Public HealthMD3 Medical DriveSingaporeSingaporeSingapore117597
- Universiti Brunei DarussalamPAPRSB Institute of Health SciencesJalan Tungku LinkGadongBrunei DarussalamBE1410
| | - Pornpun Sakunkoo
- Faculty of Public Health, Khon Kaen UniversityDepartment of Environmental Health Science123 Mitraparp RoadKhon KaenMuang DistrictThailand40002
| | - Hla Moe
- University of MedicineDepartment of Preventive and Social Medicine30th Street, Between 73rd and 74th StreetsMandalayMyanmar
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Hu C, Harber P, Su J. Predicting future protection of respirator users: Statistical approaches and practical implications. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2016; 13:393-400. [PMID: 26771896 DOI: 10.1080/15459624.2015.1125483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The purpose of this article is to describe a statistical approach for predicting a respirator user's fit factor in the future based upon results from initial tests. A statistical prediction model was developed based upon joint distribution of multiple fit factor measurements over time obtained from linear mixed effect models. The model accounts for within-subject correlation as well as short-term (within one day) and longer-term variability. As an example of applying this approach, model parameters were estimated from a research study in which volunteers were trained by three different modalities to use one of two types of respirators. They underwent two quantitative fit tests at the initial session and two on the same day approximately six months later. The fitted models demonstrated correlation and gave the estimated distribution of future fit test results conditional on past results for an individual worker. This approach can be applied to establishing a criterion value for passing an initial fit test to provide reasonable likelihood that a worker will be adequately protected in the future; and to optimizing the repeat fit factor test intervals individually for each user for cost-effective testing.
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Affiliation(s)
- Chengcheng Hu
- a Department of Epidemiology and Biostatistics , Mel and Enid Zuckerman College of Public Health, University of Arizona , Tucson , Arizona
| | - Philip Harber
- b Department of Community, Environment, and Policy , Mel and Enid Zuckerman College of Public Health, University of Arizona , Tucson , Arizona
| | - Jing Su
- c Ventana Medical Systems , Tucson , Arizona
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Harber P, Su J, Badilla AD, Rahimian R, Lansey KR. Potential role of infrared imaging for detecting facial seal leaks in filtering facepiece respirator users. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2015; 12:369-75. [PMID: 25625873 DOI: 10.1080/15459624.2015.1006636] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Infrared imaging (IRI) can detect airflow through and near respirator masks based upon temperature differences between ambient and exhaled air. This study investigated the potential usefulness of IRI for detecting leaks and providing insight into the sites and significance of leaks. Subjects (n = 165) used filtering facepiece N95 respirators (N95 FFR) in the course of a research study concerning training modalities. Short sequence video infrared images were obtained during use and with intentionally introduced facial seal leaks. Fit factor (FF) was measured with condensation nuclei count methods. IRI detected leaks were scored on a four-point scale and summarized as the Total Leak Score (TLS) over six coding regions and the presence or absence of a "Big Leak" (BL) in any location. A semi-automated interpretation algorithm was also developed. IRI detected leaks are particularly common in the nasal region, but these are of limited significance. IR imaging could effectively identify many large leaks. The TLS was related to FF. Although IRI scores were related to FF, the relationship is insufficiently close for IRI to substitute for quantitative fit-testing. Using FFRs infrared techniques have potential for identifying situations with very inadequate respiratory protection.
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Affiliation(s)
- Philip Harber
- a Community, Environment, and Policy Division, Mel and Enid Zuckerman College of Public Health, University of Arizona , Tucson , Arizona
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Harber P, Su J, Hu CC. Persistence of respirator use learning. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2014; 11:826-832. [PMID: 24847912 DOI: 10.1080/15459624.2014.925115] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Although retraining and repeat fit-testing are needed for respirator users, the optimal frequency is uncertain. The persistence of proper respirator donning/doffing techniques and changes in quantitative fit factor over 6 months after initial training were measured in this study. Initial training was designed for rapid rollout situations in which direct contact with well-trained occupational health professionals may be infeasible. Subjects (n = 175) were assigned randomly to use either a filtering facepiece N95 (FFR) or dual cartridge half facemask (HFM) respirator. Each was assigned randomly to one of three training methods-printed brochure, video, or computer-based training. Soon after initial training, quantitative fit and measures of proper technique were determined. These measurements were repeated 6 months later. In the six-month followup, subjects were randomized to receive either a brief reminder card or a placebo card. Total performance score, major errors, and quantitative fit all became significantly worse at 6 months. An individual's result soon after training was the most important predictor of performance 6 months later. There was a marginal not statistically significant tendency for those initially trained by video to have better protection 6 months later. The study suggests that persons who use respirators intermittently should be thoroughly retrained and reevaluated periodically. [Supplementary materials are available for this article. Go to the publisher's online edition of Journal of Occupational and Environmental Hygiene for the following free supplemental resource: Additional statistical analyses.
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Affiliation(s)
- Philip Harber
- a Community, Environment, and Policy Division, Mel and Enid Zuckerman College of Public Health , University of Arizona , Tucson , Arizona
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