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Maji K, Li Z, Vaidyanathan A, Hu Y, Stowell JD, Milando C, Wellenius G, Kinney PL, Russell AG, Odman MT. Estimated Impacts of Prescribed Fires on Air Quality and Premature Deaths in Georgia and Surrounding Areas in the US, 2015-2020. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:12343-12355. [PMID: 38943591 PMCID: PMC11256750 DOI: 10.1021/acs.est.4c00890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 06/17/2024] [Accepted: 06/20/2024] [Indexed: 07/01/2024]
Abstract
Smoke from wildfires poses a substantial threat to health in communities near and far. To mitigate the extent and potential damage of wildfires, prescribed burning techniques are commonly employed as land management tools; however, they introduce their own smoke-related risks. This study investigates the impact of prescribed fires on daily average PM2.5 and maximum daily 8-h averaged O3 (MDA8-O3) concentrations and estimates premature deaths associated with short-term exposure to prescribed fire PM2.5 and MDA8-O3 in Georgia and surrounding areas of the Southeastern US from 2015 to 2020. Our findings indicate that over the study domain, prescribed fire contributes to average daily PM2.5 by 0.94 ± 1.45 μg/m3 (mean ± standard deviation), accounting for 14.0% of year-round ambient PM2.5. Higher average daily contributions were predicted during the extensive burning season (January-April): 1.43 ± 1.97 μg/m3 (20.0% of ambient PM2.5). Additionally, prescribed burning is also responsible for an annual average increase of 0.36 ± 0.61 ppb in MDA8-O3 (approximately 0.8% of ambient MDA8-O3) and 1.3% (0.62 ± 0.88 ppb) during the extensive burning season. We estimate that short-term exposure to prescribed fire PM2.5 and MDA8-O3 could have caused 2665 (95% confidence interval (CI): 2249-3080) and 233 (95% CI: 148-317) excess deaths, respectively. These results suggest that smoke from prescribed burns increases the mortality. However, refraining from such burns may escalate the risk of wildfires; therefore, the trade-offs between the health impacts of wildfires and prescribed fires, including morbidity, need to be taken into consideration in future studies.
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Affiliation(s)
- Kamal
J. Maji
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Zongrun Li
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Ambarish Vaidyanathan
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
- National
Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia 30329, United States
| | - Yongtao Hu
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Jennifer D. Stowell
- School
of Public Health, Boston University, Boston, Massachusetts 02118, United States
| | - Chad Milando
- School
of Public Health, Boston University, Boston, Massachusetts 02118, United States
| | - Gregory Wellenius
- School
of Public Health, Boston University, Boston, Massachusetts 02118, United States
| | - Patrick L. Kinney
- School
of Public Health, Boston University, Boston, Massachusetts 02118, United States
| | - Armistead G. Russell
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - M. Talat Odman
- School
of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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Tao C, Li Z, Fan Y, Huang Y, Wan T, Shu M, Han S, Qian H, Yan W, Xu Q, Xia Y, Lu C, Li Y. Estimating lead-attributable mortality burden by socioeconomic status in the USA. Int J Epidemiol 2024; 53:dyae089. [PMID: 38990179 DOI: 10.1093/ije/dyae089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 06/27/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND This study aimed to estimate population-level and state-level lead-attributable mortality burdens stratified by socioeconomic status (SES) class in the USA. METHODS Based on the National Health and Nutrition Examination Survey (NHANES), we constructed individual-level SES scores from income, employment, education and insurance data. We assessed the association between the blood lead levels (BLL) and all-cause mortality by Cox regression in the NHANES cohort (n = 31 311, 4467 deaths). With estimated hazard ratios (HR) and prevalences of medium (2-5 μg/dL) and high (≥ 5 μg/dL) BLL, we computed SES-stratified population-attributable fractions (PAFs) of all-cause mortality from lead exposure across 1999-2019. We additionally conducted a systematic review to estimate the lead-attributable mortality burden at state-level. RESULTS The HR for every 2-fold increase in the BLL decreased from 1.23 (1.10-1.38) for the lowest SES class to 1.05 (0.90-1.23) for the highest SES class. Across all SES quintiles, medium BLL exhibited a greater mortality burden. Individuals with lower SES had higher lead-attributable burdens, and such disparities haver persisted over the past two decades. In 2017-19, annually 67 000 (32 000-112 000) deaths in the USA were attributable to lead exposure, with 18 000 (2000-41 000) of these deaths occurring in the lowest SES class. Substantial disparities in the state-level mortality burden attributable to lead exposure were also highlighted. CONCLUSIONS These findings suggested that disparities in lead-attributable mortality burden persisted within US adults, due to heterogeneities in the effect sizes of lead exposure as well as in the BLL among different SES classes.
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Affiliation(s)
- Chengzhe Tao
- Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi Medical Center, Nanjing Medical University, Wuxi, China
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Zhi Li
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Yun Fan
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yuna Huang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Tingya Wan
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Mingxue Shu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Shuwen Han
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Hong Qian
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Wenkai Yan
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Qiaoqiao Xu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yankai Xia
- Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi Medical Center, Nanjing Medical University, Wuxi, China
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Chuncheng Lu
- Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi Medical Center, Nanjing Medical University, Wuxi, China
- State Key Laboratory of Reproductive Medicine and Offspring Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - You Li
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
- Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
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Schollaert CL, Marlier ME, Marshall JD, Spector JT, Busch Isaksen T. Exposure to Smoke From Wildfire, Prescribed, and Agricultural Burns Among At-Risk Populations Across Washington, Oregon, and California. GEOHEALTH 2024; 8:e2023GH000961. [PMID: 38651002 PMCID: PMC11033669 DOI: 10.1029/2023gh000961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 02/16/2024] [Accepted: 03/15/2024] [Indexed: 04/25/2024]
Abstract
Wildfires, prescribed burns, and agricultural burns all impact ambient air quality across the Western U.S.; however, little is known about how communities across the region are differentially exposed to smoke from each of these fire types. To address this gap, we quantify smoke exposure stemming from wildfire, prescribed, and agricultural burns across Washington, Oregon, and California from 2014 to 2020 using a fire type-specific biomass burning emissions inventory and the GEOS-Chem chemical transport model. We examine fire type-specific PM2.5 concentration by race/ethnicity, socioeconomic status, and in relation to the Center for Disease Control's Social Vulnerability Index. Overall, population-weighted PM2.5 concentrations are greater from wildfires than from prescribed and from agricultural burns. While we found limited evidence of exposure disparities among sub-groups across the full study area, we did observe disproportionately higher exposures to wildfire-specific PM2.5 exposures among Native communities in all three states and, in California, higher agricultural burn-specific PM2.5 exposures among lower socioeconomic groups. We also identified, for all three states, areas of significant spatial clustering of smoke exposures from all fire types and increased social vulnerability. These results provide a first look at the differential contributions of smoke from wildfires, prescribed burns, and agricultural burns to PM2.5 exposures among demographic subgroups, which can be used to inform more tailored exposure reduction strategies across sources.
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Affiliation(s)
- C. L. Schollaert
- Department of Environmental and Occupational Health SciencesUniversity of WashingtonSeattleWAUSA
| | - M. E. Marlier
- Department of Environmental Health SciencesFielding School of Public HealthUniversity of California Los AngelesLos AngelesCAUSA
| | - J. D. Marshall
- Department of Civil and Environmental EngineeringUniversity of WashingtonSeattleWAUSA
| | - J. T. Spector
- Department of Environmental and Occupational Health SciencesUniversity of WashingtonSeattleWAUSA
| | - T. Busch Isaksen
- Department of Environmental and Occupational Health SciencesUniversity of WashingtonSeattleWAUSA
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Raab H, Moyer J, Afrin S, Garcia-Menendez F, Ward-Caviness CK. Prescribed fires, smoke exposure, and hospital utilization among heart failure patients. Environ Health 2023; 22:86. [PMID: 38087300 PMCID: PMC10717133 DOI: 10.1186/s12940-023-01032-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 11/08/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND Prescribed fires often have ecological benefits, but their environmental health risks have been infrequently studied. We investigated associations between residing near a prescribed fire, wildfire smoke exposure, and heart failure (HF) patients' hospital utilization. METHODS We used electronic health records from January 2014 to December 2016 in a North Carolina hospital-based cohort to determine HF diagnoses, primary residence, and hospital utilization. Using a cross-sectional study design, we associated the prescribed fire occurrences within 1, 2, and 5 km of the patients' primary residence with the number of hospital visits and 7- and 30-day readmissions. To compare prescribed fire associations with those observed for wildfire smoke, we also associated zip code-level smoke density data designed to capture wildfire smoke emissions with hospital utilization amongst HF patients. Quasi-Poisson regression models were used for the number of hospital visits, while zero-inflated Poisson regression models were used for readmissions. All models were adjusted for age, sex, race, and neighborhood socioeconomic status and included an offset for follow-up time. The results are the percent change and the 95% confidence interval (CI). RESULTS Associations between prescribed fire occurrences and hospital visits were generally null, with the few associations observed being with prescribed fires within 5 and 2 km of the primary residence in the negative direction but not the more restrictive 1 km radius. However, exposure to medium or heavy smoke (primarily from wildfires) at the zip code level was associated with both 7-day (8.5% increase; 95% CI = 1.5%, 16.0%) and 30-day readmissions (5.4%; 95% CI = 2.3%, 8.5%), and to a lesser degree, hospital visits (1.5%; 95% CI: 0.0%, 3.0%) matching previous studies. CONCLUSIONS Area-level smoke exposure driven by wildfires is positively associated with hospital utilization but not proximity to prescribed fires.
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Affiliation(s)
- Henry Raab
- Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Human Studies Building, 104 Mason Farm Rd, Chapel Hill, NC, 27514, USA
| | - Joshua Moyer
- Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Human Studies Building, 104 Mason Farm Rd, Chapel Hill, NC, 27514, USA
| | - Sadia Afrin
- Department of Civil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, NC, 27606, USA
- Present address: MIT Laboratory for Aviation and the Environment, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Fernando Garcia-Menendez
- Department of Civil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, NC, 27606, USA
| | - Cavin K Ward-Caviness
- Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Human Studies Building, 104 Mason Farm Rd, Chapel Hill, NC, 27514, USA.
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5
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Allgood KL, Whittington B, Xie Y, Hirschtick JL, Ro A, Orellana RC, Fleischer NL. Social vulnerability and new mobility disability among adults with polymerase chain reaction (PCR)-confirmed SARS-CoV-2: Michigan COVID-19 Recovery Surveillance Study. Prev Med 2023; 177:107719. [PMID: 37788721 DOI: 10.1016/j.ypmed.2023.107719] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/22/2023] [Accepted: 09/29/2023] [Indexed: 10/05/2023]
Abstract
OBJECTIVE Understanding the relationship between social factors and persistent COVID-19 health outcomes, such as onset of a disability after a SARS-CoV-2 (the virus that causes COVID-19) infection, is an increasingly important public health issue. The purpose of this paper is to examine associations between social vulnerability and new onset of a mobility disability post-COVID-19 diagnosis. METHODS We used data from the Michigan COVID-19 Recovery Surveillance Study, a population-based probability survey of adults with PCR-confirmed SARS-CoV-2 infection in Michigan between January 2020-May 2022 (n = 4295). We used the Minority Health Social Vulnerability Index (MHSVI), with high county-level social vulnerability defined at or above the 75th percentile. Mobility disability was defined as new difficulty walking or climbing stairs. We regressed mobility disability on the overall MHSVI, as well as sub-themes of the index (socioeconomic status, household composition/disability, minority and language, housing type, healthcare access, and medical vulnerability), using multivariable logistic regression, adjusting for age, race, sex, education, employment, and income. RESULTS Living in a county with high (vs. low) social vulnerability was associated with 1.38 times higher odds (95% confidence interval [CI]:1.18-1.61) of reporting a new mobility disability after a COVID-19 diagnosis after adjustment. Similar results were observed for the socioeconomic status and household composition/disability sub-themes. In contrast, residents of highly racially diverse counties had lower odds (odds ratio 0.74, 95% CI: 0.61, 0.89) of reporting a new mobility disability compared to low diversity counties. CONCLUSIONS Mitigating the effects of social vulnerabilities requires additional resources and attention to support affected individuals.
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Affiliation(s)
- Kristi L Allgood
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA; Texas A&M University School of Public Health, Department of Epidemiology & Biostatistics, USA.
| | - Blair Whittington
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Yanmei Xie
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Jana L Hirschtick
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Annie Ro
- University of California - Irvine, Department of Health, Society, & Behavior. UCI Health Sciences Complex, 856 Health Sciences Quad, Suite 3600, Irvine, CA 92617, USA
| | - Robert C Orellana
- CDC Foundation, 600 Peachtree St NE #1000, Atlanta, GA 30308, USA; Bureau of Infectious Disease Prevention, Michigan Department of Health and Human Services, 333 S Grand Ave, P.O. Box 30195, Lansing, MI 48933, USA
| | - Nancy L Fleischer
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
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Sacks JD, Holder AL, Rappold AG, Vaidyanathan A. At the Intersection: Protecting Public Health from Smoke While Addressing the U.S. Wildfire Crisis. Am J Respir Crit Care Med 2023; 208:755-757. [PMID: 37579300 PMCID: PMC10563182 DOI: 10.1164/rccm.202304-0744vp] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/14/2023] [Indexed: 08/16/2023] Open
Affiliation(s)
- Jason D. Sacks
- Center for Public Health and Environmental Assessment and
| | - Amara L. Holder
- Center for Environmental Measurement and Modeling, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina; and
| | - Ana G. Rappold
- Center for Public Health and Environmental Assessment and
| | - Ambarish Vaidyanathan
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
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Ortiz LE, Stiles R, Whitaker S, Maibach E, Kinter J, Henneman L, Krall J, Bubbosh P, Cash B. Public health benefits of zero-emission electric power generation in Virginia. Heliyon 2023; 9:e20198. [PMID: 37809521 PMCID: PMC10559951 DOI: 10.1016/j.heliyon.2023.e20198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 09/12/2023] [Accepted: 09/13/2023] [Indexed: 10/10/2023] Open
Abstract
Curbing the worst impacts of global climate change will require rapidly transitioning away from fossil fuel across all sectors of the economy. This transition will also yield substantial co-benefits, as fossil fuel combustion releases harmful pollutants into the air. In this article, we present an analysis of the co-benefits to health and health-care costs related from decarbonization of the power sector, using the Virginia Clean Economy Act (VCEA) as a case study. Using a model that combines a source-response matrix approach to pollutant concentration modelling tied to health impact functions, our analysis shows that, by 2045, the VCEA will save up to 32 lives per year across the state, and avoid up to $355 million per year in health-related costs. Fossil-fuel free generation will also help the most disadvantaged communities, as counties in the highest poverty rate quintile also avoid the most pollutant-related deaths.
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Affiliation(s)
- Luis E. Ortiz
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Atmospheric, Oceanic, and Earth Sciences, George Mason University, Fairfax, VA, USA
- Center for Ocean, Land and Atmosphere Studies, George Mason University, Fairfax, VA, USA
| | - Reilly Stiles
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Atmospheric, Oceanic, and Earth Sciences, George Mason University, Fairfax, VA, USA
| | - Sophia Whitaker
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
| | - Edward Maibach
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Center for Climate Change Communication, George Mason University, Fairfax, VA, USA
| | - James Kinter
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Atmospheric, Oceanic, and Earth Sciences, George Mason University, Fairfax, VA, USA
- Center for Ocean, Land and Atmosphere Studies, George Mason University, Fairfax, VA, USA
| | - Lucas Henneman
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Civil, Environmental And Infrastructure Engineering, George Mason University, Fairfax, VA, USA
| | - Jenna Krall
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Global and Community Health, George Mason University, Fairfax, VA, USA
| | - Paul Bubbosh
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Schar School of Policy and Government, George Mason University, Fairfax, VA, USA
| | - Benjamin Cash
- Virginia Climate Center, George Mason University, Fairfax, VA, USA
- Department of Atmospheric, Oceanic, and Earth Sciences, George Mason University, Fairfax, VA, USA
- Center for Ocean, Land and Atmosphere Studies, George Mason University, Fairfax, VA, USA
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Pennington AF, Vaidyanathan A, Ahmed FS, Manangan A, Mirabelli MC, Sircar KD, Yip F, Flanders WD. Large-scale agricultural burning and cardiorespiratory emergency department visits in the U.S. state of Kansas. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2023; 33:663-669. [PMID: 36878971 PMCID: PMC10440224 DOI: 10.1038/s41370-023-00531-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 02/10/2023] [Accepted: 02/10/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Prescribed agricultural burning is a common land management practice, but little is known about the health effects from the resulting smoke exposure. OBJECTIVE To examine the association between smoke from prescribed burning and cardiorespiratory outcomes in the U.S. state of Kansas. METHODS We analyzed a zip code-level, daily time series of primary cardiorespiratory emergency department (ED) visits for February-May (months when prescribed burning is common in Kansas) in the years 2009-2011 (n = 109,220). Given limited monitoring data, we formulated a measure of smoke exposure using non-traditional datasets, including fire radiative power and locational attributes from remote sensing data sources. We then assigned a population-weighted potential smoke impact factor (PSIF) to each zip code, based on fire intensity, smoke transport, and fire proximity. We used Poisson generalized linear models to estimate the association between PSIF on the same day and in the past 3 days and asthma, respiratory including asthma, and cardiovascular ED visits. RESULTS During the study period, prescribed burning took place on approximately 8 million acres in Kansas. Same-day PSIF was associated with a 7% increase in the rate of asthma ED visits when adjusting for month, year, zip code, meteorology, day of week, holidays, and correlation within zip codes (rate ratio [RR]: 1.07; 95% confidence interval [CI]: 1.01, 1.13). Same-day PSIF was not associated with a combined outcome of respiratory ED visits (RR [95% CI]: 0.99 [0.97, 1.02]), or cardiovascular ED visits (RR [95% CI]: 1.01 [0.98, 1.04]). There was no consistent association between PSIF during the past 3 days and any of the outcomes. SIGNIFICANCE These results suggest an association between smoke exposure and asthma ED visits on the same day. Elucidating these associations will help guide public health programs that address population-level exposure to smoke from prescribed burning.
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Affiliation(s)
- Audrey F Pennington
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Ambarish Vaidyanathan
- Climate and Health Program, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Farah S Ahmed
- Kansas Department of Health and Environment, Topeka, KS, USA
| | - Arie Manangan
- Climate and Health Program, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Maria C Mirabelli
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kanta Devi Sircar
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Commissioned Officers of the United States Public Health Services, Rockville, MD, USA
| | - Fuyuen Yip
- Commissioned Officers of the United States Public Health Services, Rockville, MD, USA
- Emergency Management, Radiation, and Chemical Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - W Dana Flanders
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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Hoshiko S, Buckman JR, Jones CG, Yeomans KR, Mello A, Thilakaratne R, Sergienko E, Allen K, Bello L, Rappold AG. Responses to Wildfire and Prescribed Fire Smoke: A Survey of a Medically Vulnerable Adult Population in the Wildland-Urban Interface, Mariposa County, California. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1210. [PMID: 36673971 PMCID: PMC9858942 DOI: 10.3390/ijerph20021210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/09/2022] [Accepted: 12/23/2022] [Indexed: 06/17/2023]
Abstract
California plans to substantially increase the use of prescribed fire to reduce risk of catastrophic wildfires. Although for a beneficial purpose, prescribed fire smoke may still pose a health concern, especially among sensitive populations. We sought to understand community health experience, adaptive capacity, and attitudes regarding wildland and prescribed fire smoke to inform public health guidance. We conducted a cross-sectional survey of medically vulnerable persons in a rural, high fire risk county (N = 106, 76% > 65 years) regarding wildfire and prescribed smoke health effects; health protective actions; information needs; and support for fire management policies. Qualitative comments were reviewed for context and emerging themes. More than half (58%) of participants reported health impacts from wildfire smoke; 26% experienced impacts from prescribed fire smoke. Participants expressed strong support for prescribed fire, although also concerns about safety and smoke. Respondents reported taking actions to reduce smoke exposure (average 5 actions taken per person), but many (47%) lacked confidence that they could successfully protect their health. Persons who were satisfied with the information received tended to be more confident in their ability to protect their health compared to those who were not satisfied (61% vs. 35%). More information was desired on many topics, including notifications about prescribed fire, health protection and exposure reduction. As California expands use of prescribed fire, the need for effective health protective communication regarding smoke is increasingly vital. We recommend seeking solutions that strengthen community resilience and address equity for vulnerable populations.
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Affiliation(s)
- Sumi Hoshiko
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
| | - Joseph R. Buckman
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
- California Epidemiologic Investigation Service Fellowship Program (Cal-EIS), Chronic Disease Control Branch, Center for Chronic Disease Prevention and Health Promotion, California Department of Public Health, Sacramento, CA 95834, USA
| | - Caitlin G. Jones
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
| | - Kirstin R. Yeomans
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
- California Epidemiologic Investigation Service Fellowship Program (Cal-EIS), Chronic Disease Control Branch, Center for Chronic Disease Prevention and Health Promotion, California Department of Public Health, Sacramento, CA 95834, USA
| | - Austin Mello
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
| | - Ruwan Thilakaratne
- Environmental Health Investigations Branch, Center for Healthy Communities, California Department of Public Health (CDPH), Richmond, CA 94804, USA
- California Epidemiologic Investigation Service Fellowship Program (Cal-EIS), Chronic Disease Control Branch, Center for Chronic Disease Prevention and Health Promotion, California Department of Public Health, Sacramento, CA 95834, USA
| | - Eric Sergienko
- Mariposa County Health and Human Services Agency, Mariposa, CA 95338, USA
| | - Kristina Allen
- Mariposa County Health and Human Services Agency, Mariposa, CA 95338, USA
| | - Lisa Bello
- Mariposa County Health and Human Services Agency, Mariposa, CA 95338, USA
| | - Ana G. Rappold
- Center for Public Health and Environmental Assessment, United States Environmental Protection Agency, Research Triangle Park, NC 27711, USA
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10
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Mudgal G, Kaur J, Chand K, Parashar M, Dhar SK, Singh GB, Gururani MA. Mitigating the Mistletoe Menace: Biotechnological and Smart Management Approaches. BIOLOGY 2022; 11:1645. [PMID: 36358346 PMCID: PMC9687506 DOI: 10.3390/biology11111645] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/08/2022] [Accepted: 11/08/2022] [Indexed: 09/10/2023]
Abstract
Mistletoes have been considered a keystone resource for biodiversity, as well as a remarkable source of medicinal attributes that attract pharmacologists. Due to their hemiparasitic nature, mistletoes leach water and nutrients, including primary and secondary metabolites, through the vascular systems of their plant hosts, primarily trees. As a result of intense mistletoe infection, the hosts suffer various growth and physiological detriments, which often lead to tree mortality. Because of their easy dispersal and widespread tropism, mistletoes have become serious pests for commercial fruit and timber plantations. A variety of physical and chemical treatment methods, along with silvicultural practices, have shaped conventional mistletoe management. Others, however, have either failed to circumvent the growing range and tropism of these parasitic plants or present significant environmental and public health risks. A biocontrol approach that could sidestep these issues has never achieved full proof of concept in real-field applications. Our review discusses the downsides of conventional mistletoe control techniques and explores the possibilities of biotechnological approaches using biocontrol agents and transgenic technologies. It is possible that smart management options will pave the way for technologically advanced solutions to mitigate mistletoes that are yet to be exploited.
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Affiliation(s)
- Gaurav Mudgal
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Jaspreet Kaur
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Kartar Chand
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Manisha Parashar
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Sanjoy K. Dhar
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Gajendra B. Singh
- University Institute of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India
| | - Mayank A. Gururani
- Department of Biology, College of Science, United Arab Emirates University, Al Ain 15551, United Arab Emirates
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11
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Abstract
Wildfire smoke is a rapidly growing threat to global cardiovascular health. We review the literature linking wildfire smoke exposures to cardiovascular effects. We find substantial evidence that short-term exposures are associated with key cardiovascular outcomes, including mortality, hospitalization, and acute coronary syndrome. Wildfire smoke exposures will continue to increase over the majority of Earth's surface. For example, the United States alone has experienced a 5-fold increase in annual area burned since 1972, with 82 million individuals estimated to be exposed to wildfire smoke by midcentury. The associated rise in excess morbidity and mortality constitutes a growing global public health crisis. Fortunately, the effect of wildfire smoke on cardiovascular health is modifiable at the individual and population levels through specific interventions. Health systems therefore have an opportunity to help safeguard patients from smoke exposures. We provide a roadmap of evidence-based interventions to reduce risk and protect cardiovascular health. Key interventions include preparing health systems for smoke events; identifying and educating vulnerable patients; reducing outdoor activities; creating cleaner air environments; using air filtration devices and personal respirators; and aggressive management of chronic diseases and traditional risk factors. Further research is needed to test the efficacy of interventions on reducing cardiovascular outcomes.
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Affiliation(s)
| | - Sarah B Henderson
- British Columbia Centre for Disease Control, Vancouver, Canada (S.B.H.).,University of British Columbia, Vancouver, Canada (S.B.H., M.B.)
| | - Michael Brauer
- University of British Columbia, Vancouver, Canada (S.B.H., M.B.).,Institute for Health Metrics and Evaluation, University of Washington, Seattle (M.B.)
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12
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D’Evelyn SM, Jung J, Alvarado E, Baumgartner J, Caligiuri P, Hagmann RK, Henderson SB, Hessburg PF, Hopkins S, Kasner EJ, Krawchuk MA, Krenz JE, Lydersen JM, Marlier ME, Masuda YJ, Metlen K, Mittelstaedt G, Prichard SJ, Schollaert CL, Smith EB, Stevens JT, Tessum CW, Reeb-Whitaker C, Wilkins JL, Wolff NH, Wood LM, Haugo RD, Spector JT. Wildfire, Smoke Exposure, Human Health, and Environmental Justice Need to be Integrated into Forest Restoration and Management. Curr Environ Health Rep 2022; 9:366-385. [PMID: 35524066 PMCID: PMC9076366 DOI: 10.1007/s40572-022-00355-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2022] [Indexed: 02/03/2023]
Abstract
PURPOSE OF REVIEW Increasing wildfire size and severity across the western United States has created an environmental and social crisis that must be approached from a transdisciplinary perspective. Climate change and more than a century of fire exclusion and wildfire suppression have led to contemporary wildfires with more severe environmental impacts and human smoke exposure. Wildfires increase smoke exposure for broad swaths of the US population, though outdoor workers and socially disadvantaged groups with limited adaptive capacity can be disproportionally exposed. Exposure to wildfire smoke is associated with a range of health impacts in children and adults, including exacerbation of existing respiratory diseases such as asthma and chronic obstructive pulmonary disease, worse birth outcomes, and cardiovascular events. Seasonally dry forests in Washington, Oregon, and California can benefit from ecological restoration as a way to adapt forests to climate change and reduce smoke impacts on affected communities. RECENT FINDINGS Each wildfire season, large smoke events, and their adverse impacts on human health receive considerable attention from both the public and policymakers. The severity of recent wildfire seasons has state and federal governments outlining budgets and prioritizing policies to combat the worsening crisis. This surging attention provides an opportunity to outline the actions needed now to advance research and practice on conservation, economic, environmental justice, and public health interests, as well as the trade-offs that must be considered. Scientists, planners, foresters and fire managers, fire safety, air quality, and public health practitioners must collaboratively work together. This article is the result of a series of transdisciplinary conversations to find common ground and subsequently provide a holistic view of how forest and fire management intersect with human health through the impacts of smoke and articulate the need for an integrated approach to both planning and practice.
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Affiliation(s)
- Savannah M. D’Evelyn
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | - Jihoon Jung
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | - Ernesto Alvarado
- School of Environmental and Forest Sciences, University of Washington, Seattle, USA
| | - Jill Baumgartner
- Dept of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, Canada
| | | | - R. Keala Hagmann
- School of Environmental and Forest Sciences, University of Washington, Seattle, USA
- Applegate Forestry, LLC, Corvallis, USA
| | | | - Paul F. Hessburg
- School of Environmental and Forest Sciences, University of Washington, Seattle, USA
- USDA Forest Service, Pacific Northwest Research Station, Wenatchee, WA USA
| | - Sean Hopkins
- Washington State Department of Ecology, Lacey, USA
| | - Edward J. Kasner
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | - Meg A. Krawchuk
- Dept. of Forest Ecosystems and Society, Oregon State University, Corvallis, USA
| | - Jennifer E. Krenz
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | - Jamie M. Lydersen
- California Department of Forestry and Fire Protection, Sacramento, USA
| | - Miriam E. Marlier
- Department of Environmental Health Sciences, Fielding School of Public Health, University of California Los Angeles, Los Angeles, USA
| | | | | | | | - Susan J. Prichard
- School of Environmental and Forest Sciences, University of Washington, Seattle, USA
| | - Claire L. Schollaert
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | | | - Jens T. Stevens
- Department of Biology, University of New Mexico, Albuquerque, NM USA
| | - Christopher W. Tessum
- Dept. of Civil & Environmental Engineering, University of Illinois at Urbana-Champaign, Champaign, USA
| | - Carolyn Reeb-Whitaker
- Safety & Health Assessment & Research for Prevention Program, Washington State Department of Labor and Industries, Tumwater, USA
| | - Joseph L. Wilkins
- School of Environmental and Forest Sciences, University of Washington, Seattle, USA
- Interdisciplinary Studies Department, Howard University, Washington, DC USA
| | | | - Leah M. Wood
- Evan’s School of Public Policy and Governance and The Department of Global Health, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
| | | | - June T. Spector
- Dept. of Environmental & Occupational Health Sciences, University of Washington, 3980 15th Ave NE, Seattle, WA 98105 USA
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13
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de Souza Camargo L, Silva C, Pimentel LCG, da Silva RW, Sobrinho MAB, Landau L. Geotechnologies as decision support strategies for the identification of fire-susceptible areas in Rio de Janeiro State. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:557. [PMID: 35781134 DOI: 10.1007/s10661-022-10227-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Forest fires have global, regional, and local socioeconomic and environmental consequences, with negative effects on ecosystem services, air quality, population health, and other relevant aspects, emphasizing their significance in the context of the United Nations Sustainable Development Goals. The study identified areas in the Rio de Janeiro State (RJS) with varying degrees of susceptibility to fire focis using remote sensing data derived from topographic, anthropogenic, meteorological, and hydrological factors based on seasonality and integrated into geographic information systems. The analytical hierarchy process was used as a method of integration and normalized hierarchy of variables, generating susceptibility maps in the annual, summer, and winter periods in the RJS's hydrographic regions (HR), with the application of the associated chi-square test to records of fire focis from the AQUA satellite, period 2003 to 2017, without methodological variation for data acquisition, whose susceptibility was classified as very low to very high. The results show that the years with the most fire foci in the adopted time series are 2007 and 2014, with a peak in September and a fall from October onwards. According to the susceptibility map, 9% of the RJS is highly susceptible during the annual period, with HR-IX being especially vulnerable. In the summer, 0.2% of RJS is extremely vulnerable, while 32% is highly vulnerable in the winter, with 6402 km2 of HR-IX areas being extremely vulnerable. A statistical correlation was discovered between the chi-square test and susceptible areas. This work contributes as a decision-making tool in fire planning and emergency response, with the potential to assist control bodies (city halls, civil defense, environmental protection bodies, health systems) in the local and regional context in the assessment, analysis, and management of these phenomena.
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Affiliation(s)
- Leandro de Souza Camargo
- State Center for Natural Disasters Monitoring and Alerting (CEMADEN - RJ), Rio de Janeiro, Brazil
- Graduate Program in Meteorology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- Janeiro Fire Department (CBMERJ), Rio de , Brazil
| | - Corbiniano Silva
- Civil Engineering Program, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
| | | | - Rodrigo Werner da Silva
- State Center for Natural Disasters Monitoring and Alerting (CEMADEN - RJ), Rio de Janeiro, Brazil
| | | | - Luiz Landau
- Civil Engineering Program, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
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14
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Al-Hajj S, Desapriya E, Pawliuk C, Garis L, Pike I. Interventions for Preventing Residential Fires in Vulnerable Neighbourhoods and Indigenous Communities: A Systematic Review of the Literature. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095434. [PMID: 35564830 PMCID: PMC9100970 DOI: 10.3390/ijerph19095434] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/21/2022] [Accepted: 04/27/2022] [Indexed: 11/28/2022]
Abstract
Globally, residential fires constitute a substantial public health problem, causing major fire-related injury morbidity and mortality. This review examined the literature on residential fire prevention interventions relevant to Indigenous communities and assessed their effectiveness on mitigating fire incidents and their associated human and economic burden. Electronic databases including MEDLINE, EMBASE, CENTRAL, and Web of Science Core Collection were reviewed for studies on fire prevention interventions published after 1990 and based on the 4E’s of injury prevention approaches (Education, Enforcement, Engineering, and Engagement). The grey literature and sources including indigenous organizational websites were also searched for eligible studies. Two authors independently screened, selected, and extracted data, in consultation with experts in the field. Outcomes measured included enhanced safety knowledge and practices, decreased residential fires incidents, reduced fire-related injuries and deaths, and lowered costs for healthcare needs. After removing duplicates, screening titles and abstracts, and assessing full texts, 81 articles were included in this review. Of the included studies, 29.1% implemented educational interventions within a variety of settings, including schools, community centres and homes, and included healthcare professionals and firefighters to raise awareness and the acquisition of fire safety skills. Engineering and environmental modifications were adopted in 20.2% of the studies with increased smoke alarm installations being the leading effective intervention followed by sprinkler inspections. Moreover, engagement of household members in hands-on safety training proved to be effective in enhancing household knowledge, fire safety decisions and practices. More importantly, effective outcomes were obtained when multi-faceted fire safety interventions were adopted, e.g., environmental modification and educational interventions, which together markedly reduced fire incidents and associated injuries. This review reveals the dearth of fire prevention evidence gathered directly within Indigenous communities. Nonetheless, relevant fire prevention recommendations can be made, calling for the adoption of combined and context-sensitive fire prevention interventions tailored to targeted Indigenous and vulnerable communities through multiple approaches and measures. Follow-ups and longitudinal studies are critical for accurate evaluation of the long-term outcomes and impacts on preventing residential fires.
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Affiliation(s)
- Samar Al-Hajj
- Department of Epidemiology and Population Health, Faculty of Health Sciences, The American University of Beirut, Beirut P.O. Box 11-0236, Lebanon
- British Columbia Injury Research and Prevention Unit, British Columbia Children’s Hospital Research Institute, Vancouver, BC V6H 3V4, Canada; (E.D.); (C.P.); (L.G.); (I.P.)
- Correspondence:
| | - Ediriweera Desapriya
- British Columbia Injury Research and Prevention Unit, British Columbia Children’s Hospital Research Institute, Vancouver, BC V6H 3V4, Canada; (E.D.); (C.P.); (L.G.); (I.P.)
| | - Colleen Pawliuk
- British Columbia Injury Research and Prevention Unit, British Columbia Children’s Hospital Research Institute, Vancouver, BC V6H 3V4, Canada; (E.D.); (C.P.); (L.G.); (I.P.)
| | - Len Garis
- British Columbia Injury Research and Prevention Unit, British Columbia Children’s Hospital Research Institute, Vancouver, BC V6H 3V4, Canada; (E.D.); (C.P.); (L.G.); (I.P.)
- School of Culture, Media and Society, The University of the Fraser Valley, Abbotsford, BC V2S 7M8, Canada
| | - Ian Pike
- British Columbia Injury Research and Prevention Unit, British Columbia Children’s Hospital Research Institute, Vancouver, BC V6H 3V4, Canada; (E.D.); (C.P.); (L.G.); (I.P.)
- Department of Pediatrics, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6H 3V4, Canada
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15
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Kondo MC, Reid CE, Mockrin MH, Heilman WE, Long D. Socio-demographic and health vulnerability in prescribed-burn exposed versus unexposed counties near the National Forest System. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:150564. [PMID: 34582859 PMCID: PMC9063456 DOI: 10.1016/j.scitotenv.2021.150564] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 09/20/2021] [Accepted: 09/20/2021] [Indexed: 06/13/2023]
Abstract
Prescribed fire is an increasingly important tool in restoring ecological conditions and reducing uncontrolled wildfire. Prescribed burn techniques could reduce public health impacts associated with wildfire smoke exposure. However, there have been few assessments of the health impacts of prescribed burning, and potential vulnerabilities among populations exposed to smoke from prescribed fires. Our study area focused on counties in and near U.S. National Forests - a set of lands distributed across the U.S. In county-level analyses, we compared the sociodemographic and health characteristics of areas that were exposed with those that were not exposed to prescribe burns during the years 2010-2019 on a national level and within three regions. In addition, using spatial error regression models, we looked for associations between prescribed fire exposure and health behaviors and outcomes while controlling for spatial autocorrelation. On a national level, we found disproportionate prescribed fire exposure in rural counties with higher percentage mobile home and vacant housing units, and higher percentage African-American and white populations. Regionally, we found evidence of disproportionate exposure to prescribed burns among counties with lower percentage white population, higher percentage Hispanic population and mobile homes in the southern region, and to high poverty counties with high vacancy in the western region. These findings could indicate that vulnerable populations face potential health risks from prescribed burning smoke exposure, but also that they are not missing out on the benefits of prescribed burning, which could involve considerably lower smoke exposure compared to uncontrolled wildfire. In addition, in regression analyses, we found no evidence of disproportionate health burden in exposed compared to unexposed counties. Awareness of these patterns could influence both large-scale or institutional polices about prescribed burning practice, and could be used to build decision-making factors into modeling tools and smoke management plans, as well as community-engagement around wildfire risk reduction.
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Affiliation(s)
- Michelle C Kondo
- Northern Research Station, USDA Forest Service, 100 N. 20th St, Ste 205, Philadelphia, PA 19103, United States of America.
| | - Colleen E Reid
- Department of Geography, University of Colorado at Boulder, GUGG 110, 260 UCB, Boulder, CO 80309-0260, United States of America.
| | - Miranda H Mockrin
- Northern Research Station, USDA Forest Service, 5523 Research Park Dr, Suite 350, Baltimore, MD 21228, United States of America.
| | - Warren E Heilman
- Northern Research Station - Climate, Fire, and Carbon Cycle Sciences, USDA Forest Service, 3101 Technology Blvd., Suite F, Lansing, MI 48910, United States of America.
| | - David Long
- Applied Population Laboratory, University of Wisconsin - Madison, 316 Agriculture Hall, 1450 Linden Dr., Madison, WI 53706, United States of America.
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