1
|
Sun L, Wei P, Westerdahl D, Xue J, Ning Z. Evaluating Indoor Air Quality in Schools: Is the Indoor Environment a Haven during High Pollution Episodes? TOXICS 2024; 12:564. [PMID: 39195666 PMCID: PMC11359488 DOI: 10.3390/toxics12080564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 08/29/2024]
Abstract
Pollution data were collected at five schools in Hong Kong using low-cost, sensor-based monitors both indoors and outdoors during two consecutive high pollution episodes. The pollutants monitored included NO2, O3, PM2.5, and PM10, which were also used as input to a health risk communication protocol known as Air Quality Health Index (AQHI). CO2 was also measured simultaneously. The study aimed to assess the relationship between indoor pollutant concentrations and AQHI levels with those outdoors and to evaluate the efficacy of building operating practices in protecting students from pollution exposure. The results indicate that the regular air quality monitoring stations and outdoor pollutant levels at schools exhibit similar patterns. School AQHI levels indoors were generally lower than those outdoors, with PM10 levels showing a larger proportional contribution to the calculated values indoors. NO2 levels in one school were in excess of outdoor values. CO2 monitored in classrooms commonly exceeded indoor guidelines, suggesting poor ventilation. One school that employed air filtration had lower indoor PM concentrations compared to other schools; however, they were still similar to those outdoors. O3 levels indoors were consistently lower than those outdoors. This study underscores the utility of on-site, sensor-based monitoring for assessing the health impacts of indoor and community exposure to urban air pollutants. The findings suggest a need for improved ventilation and more strategic air intake placement to enhance indoor air quality.
Collapse
Affiliation(s)
- Li Sun
- Jiangsu Provincial Key Laboratory of Environmental Engineering, Jiangsu Provincial Academy of Environmental Science, Nanjing 210036, China;
- Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, School of Environmental Science and Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China
- Division of Environment and Sustainability, The Hong Kong University of Science and Technology, Hong Kong 999077, China;
| | - Peng Wei
- College of Geography and Environment, Shandong Normal University, Jinan 250014, China;
| | - Dane Westerdahl
- Division of Environment and Sustainability, The Hong Kong University of Science and Technology, Hong Kong 999077, China;
| | - Jing Xue
- Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi’an 710072, China;
| | - Zhi Ning
- Division of Environment and Sustainability, The Hong Kong University of Science and Technology, Hong Kong 999077, China;
| |
Collapse
|
2
|
Yildirim J, Alpaslan B, Karakas-Aydinbakar A, Hibiki A. The effect of environmental degradation on self-reported health: the role of renewable energy consumption. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:343-356. [PMID: 38015397 DOI: 10.1007/s11356-023-30981-z] [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: 03/19/2023] [Accepted: 11/05/2023] [Indexed: 11/29/2023]
Abstract
Although there are a number of studies in the literature that have explored the effect of environmental degradation on the subjective well-being and life satisfaction, no previous study has addressed the role of renewable energy consumption in examining the effect of environmental degradation on self-reported health. To this end, we employ a conditional mixed process (CMP) model, using a unique dataset that combines both micro-level data from the 6th (2010-2014) and 7th (2017-2022) Waves of the World Values Survey (WVS) database and macro-level data from the World Bank. Our study has several important empirical findings. First, while environmental degradation deteriorates self-reported health, social capital and health expenditure have a positive impact on self-reported health. Second, the share of renewable energy consumption in total final energy consumption has a statistically significant negative impact on environmental degradation. Third, urbanization has a deteriorating effect on environmental quality and the total number of people increases environmental degradation.
Collapse
Affiliation(s)
- Julide Yildirim
- Department of Economics, TED University, Ankara, 06420, Turkey
| | - Barış Alpaslan
- Department of Economics, Social Sciences University of Ankara, Ankara, 06050, Turkey.
- Graduate School of Economics and Management, Tohoku University, Sendai, 980-8576, Japan.
| | - Aysenur Karakas-Aydinbakar
- Department of Economics, Social Sciences University of Ankara, Ankara, 06050, Turkey
- Graduate School of Economics and Management, Tohoku University, Sendai, 980-8576, Japan
| | - Akira Hibiki
- Graduate School of Economics and Management, Tohoku University, Sendai, 980-8576, Japan
| |
Collapse
|
3
|
Opara I, Thorpe D, Lardier DT, Parisi D. Schools' Neighborhoods and Characteristics: Implications for Standardized Academic Achievement in Passaic, NJ's Elementary, Middle and High Schools. THE URBAN REVIEW 2023; 55:393-414. [PMID: 38463537 PMCID: PMC10923576 DOI: 10.1007/s11256-022-00652-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/10/2022] [Indexed: 03/12/2024]
Abstract
Schools in urban neighborhoods receive less funding, have less programming, and have poorer infrastructure. Such disparities may impede academic outcomes among youth. This study used publicly available data to examine the association between school characteristics and surrounding neighborhood environment on educational outcomes across three academic years among 132 schools in Passaic County, New Jersey. Further, we assessed how schools' socioeconomic status could buffer the effects of a school's neighborhood disadvantage on academic outcomes. Results supported compound deprivation theory highlighting that lower-performing schools were located in lower-resourced neighborhoods. Further, school characteristics and neighborhood resource deprivation were associated with lower math, English, and science academic performance. Additionally, we found that associations between neighborhood resources and math and science academic outcomes were strongest in schools with greater economic support. We provide implications for research and practice by identifying multi-faceted approaches to challenge educational disparities addressing school and neighborhood-level disadvantages to improve educational outcomes for youth.
Collapse
Affiliation(s)
- Ijeoma Opara
- Department of Social & Behavioral Sciences, Yale School of Public Health, Yale University, New HavenCT, United States
| | - Daneele Thorpe
- Department of Psychology, Stony Brook University, New YorkNY, United States
| | - David T. Lardier
- Department of Psychiatry and Behavioral Sciences, University of New Mexico School of Medicine, The University of New Mexico, AlbuquerqueNM, United States
| | - Deanna Parisi
- Program of Public Health, Stony Brook University, New YorkNY, United States
| |
Collapse
|
4
|
Rosser F, Balmes J. Ozone and childhood respiratory health: A primer for US pediatric providers and a call for a more protective standard. Pediatr Pulmonol 2023; 58:1355-1366. [PMID: 36815617 PMCID: PMC10121852 DOI: 10.1002/ppul.26368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 01/30/2023] [Accepted: 02/17/2023] [Indexed: 02/24/2023]
Abstract
Ground level ozone is a potent respiratory toxicant with decades of accumulated data demonstrating respiratory harms to children. Despite the ubiquity of ozone in the United States, impacting both urban and rural communities, the associated harms of exposure to this important air pollutant are often infrequently or inadequately covered during medical training including pulmonary specialization. Thus, many providers caring for children's respiratory health may have limited knowledge of the harms which may result in reduced discussion of ozone pollution during clinical encounters. Further, the current US air quality standard for ozone does not adequately protect children. In this nonsystematic review, we present basic background information for healthcare providers caring for children's respiratory health, review the US process for setting air quality standards, discuss the respiratory harms of ozone for healthy children and those with underlying respiratory disease, highlight the urgent need for a more protective ozone standard to adequately protect children's respiratory health, review impacts of climate change on ozone levels, and provide information for discussion in clinical encounters.
Collapse
Affiliation(s)
- Franziska Rosser
- Department of Pediatrics, Division of Pulmonary Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA
| | - John Balmes
- Department of Medicine, University of California, San Francisco, San Francisco, CA
- School of Public Health, University of California, Berkeley, CA
| |
Collapse
|
5
|
Deng S, Lau J, Wang Z, Wargocki P. Associations between illness-related absences and ventilation and indoor PM 2.5 in elementary schools of the Midwestern United States. ENVIRONMENT INTERNATIONAL 2023; 176:107944. [PMID: 37216835 DOI: 10.1016/j.envint.2023.107944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 03/30/2023] [Accepted: 04/19/2023] [Indexed: 05/24/2023]
Abstract
This study monitored indoor environmental data in 144 classrooms in 31 schools in the Midwestern United States for two consecutive days every fall, winter, and spring during a two-year period; 3,105 pupils attended classrooms where the measurements were conducted. All classrooms were ventilated with mechanical systems that had recirculation; there were no operable exterior windows or doors. The daily absence rate at the student level and demographic data at the classroom level were collected. The overall mean ventilation rate, using outdoor air, was 5.5 L/s per person (the corresponding mean carbon dioxide concentrations were < 2,000 ppm), and the mean indoor PM2.5 was 3.6 μg/m3. The annual illness-related absence rate at the classroom level was extracted from the student-level absence data and regressed on measured indoor environmental parameters. Significant associations were found. Every 1 L/s per person increase in ventilation rate was associated with a 5.59 decrease in days with absences per year. This corresponds to a 0.15% increase in the annual daily attendance rate. Every additional 1 μg/m3 of indoor PM2.5 was associated with a 7.37 increase in days with absences per year. This corresponds to a 0.19% decrease in the annual daily attendance rate. No other relationships were significant. Present results agree with the previously demonstrated benefits of reduced absence rates when classroom ventilation is improved and provide additional evidence on the potential benefits of reducing indoor inhalable particles. Overall, reduced absence rates are expected to provide socioeconomic benefits and benefits for academic achievements, while higher ventilation rates and reduced particle levels will also contribute to reduced health risks, including those related to airborne respiratory pathogens.
Collapse
Affiliation(s)
- Shihan Deng
- Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, 727 South Jingming Road, Chenggong District, Kunming, Yunnan, 650500, China; Durham School of Architectural Engineering and Construction, University of Nebraska - Lincoln, 1110 S. 67th Street, Omaha, NE, 68182-0816, United States
| | - Josephine Lau
- Durham School of Architectural Engineering and Construction, University of Nebraska - Lincoln, 1110 S. 67th Street, Omaha, NE, 68182-0816, United States.
| | - Zhihao Wang
- Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, 727 South Jingming Road, Chenggong District, Kunming, Yunnan, 650500, China
| | - Pawel Wargocki
- Department of Environmental and Resource Engineering (DTU Sustain), Technical University of Denmark, Koppels Allé, 402, 2800 Kgs. Lyngby, Denmark
| |
Collapse
|
6
|
Orellano P, Reynoso J, Quaranta N. Effects of air pollution on restricted activity days: systematic review and meta-analysis. Environ Health 2023; 22:31. [PMID: 36991377 PMCID: PMC10061989 DOI: 10.1186/s12940-023-00979-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 03/07/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND The adverse effects of air pollution on human health include many diseases and health conditions associated with mortality, morbidity and disability. One example of these outcomes that can be translated into economic costs is the number of days of restricted activity. The aim of this study was to assess the effect of outdoor exposure to particulate matter with an aerodynamic diameter less than or equal to 10 and 2.5 μm (PM10, PM2.5), nitrogen dioxide (NO2), and ozone (O3), on restricted activity days. METHODS Observational epidemiological studies with different study designs were included, and pooled relative risks (RR) with 95% confidence intervals (95%CI) were calculated for an increase of 10 μg/m3 of the pollutant of interest. Random-effects models were chosen because of the environmental differences between the studies. Heterogeneity was estimated using prediction intervals (PI) and I-Squared (I2) values, while risk of bias was assessed using a tool developed by the World Health Organization specifically designed for air pollution studies, and based on different domains. Subgroup and sensitivity analyses were performed where possible. The protocol for this review was registered with PROSPERO (CRD42022339607). RESULTS We included 18 articles in the quantitative analysis. Associations between pollutants and restricted activity days in time-series studies of short-term exposures, measured as work-loss days, school-loss days, or both were significant for PM10 (RR: 1.0191; 95%CI: 1.0058-1.0326; 80%PI: 0.9979-1.0408; I2: 71%) and PM2.5 (RR: 1.0166; 95%CI: 1.0050-1.0283; 80%PI: 0.9944-1.0397; I2: 99%), but not for NO2 or O3. Some degree of heterogeneity between studies was observed, but sensitivity analysis showed no differences in the direction of the pooled relative risks when studies with a high risk of bias were excluded. Cross-sectional studies also showed significant associations for PM2.5 and restricted activity days. We could not perform the analysis for long-term exposures because only two studies analysed this type of association. CONCLUSION Restricted activity days and related outcomes were associated with some of the pollutants under evaluation, as shown in studies with different designs. In some cases, we were able to calculate pooled relative risks that can be used for quantitative modelling.
Collapse
Affiliation(s)
- Pablo Orellano
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Buenos Aires, Argentina.
- Universidad Tecnológica Nacional, Facultad Regional San Nicolás, Colon 332, San Nicolas de los Arroyos, Argentina.
| | | | - Nancy Quaranta
- Universidad Tecnológica Nacional, Facultad Regional San Nicolás, Colon 332, San Nicolas de los Arroyos, Argentina
- Comisión de Investigaciones Científicas, Provincia de Buenos Aires, La Plata, Argentina
| |
Collapse
|
7
|
Lu C, Liu Z, Yang W, Liao H, Liu Q, Li Q, Deng Q. Early life exposure to outdoor air pollution and indoor environmental factors on the development of childhood allergy from early symptoms to diseases. ENVIRONMENTAL RESEARCH 2023; 216:114538. [PMID: 36252839 DOI: 10.1016/j.envres.2022.114538] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/05/2022] [Accepted: 10/06/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND The prevalence of childhood allergies has increased during past decades leading to serious hospitalization and heavy burden worldwide, yet the key factors responsible for the onset of early symptoms and development of diagnosed diseases are unclear. OBJECTIVE To explore the role of early life exposure to ambient air pollution and indoor environmental factors on early allergic symptoms and doctor diagnosed allergic diseases. METHODS A retrospective cohort study of 2598 preschool children was conducted at 36 kindergartens in Changsha, China from September of 2011 to February of 2012. A questionnaire was developed to survey each child's early onset of allergic symptoms (wheeze and rhinitis-like symptoms) and doctor diagnosis of allergic diseases (asthma and rhinitis) as well as home environments. Each mother's and child's exposures to ambient air pollutants (PM10, SO2, and NO2) and temperature were estimated for in utero and postnatal periods. The associations of early symptoms and diagnosed diseases with outdoor air pollution and indoor environmental variables were examined by logistic regression models. RESULTS Childhood early allergic symptoms (33.9%) including wheeze (14.7%) and rhinitis-like symptoms (25.4%) before 2 years old were not associated with outdoor air pollution exposure but was significantly associated with maternal exposure of window condensation at home in pregnancy with ORs (95% CI) of 1.33 (1.11-1.59), 1.30 (1.01-1.67) and 1.27 (1.04-1.55) respectively, and was associated with new furniture during first year after birth with OR (95% CI) of 1.43 (1.02-2.02) for early wheeze. Childhood diagnosed allergic diseases (28.4%) containing asthma (6.7%) and allergic rhinitis (AR) (7.2%) were significantly associated with both outdoor air pollutants (mainly for SO2 and NO2) during first 3 years and indoor new furniture, redecoration, and window condensation. We found that sex, age, parental atopy, maternal productive age, environmental tobacco smoke (ETS), antibiotics use, economic stress, early and late introduction of complementary foods, and outdoor air pollution modified the effects of home environmental exposure in early life on early allergic symptoms and diagnosed allergic diseases. CONCLUSION Our study indicates that early life exposure to indoor environmental factors plays a key role in early onset of allergic symptoms in children, and further exposure to ambient air pollution and indoor environmental factors contribute to the later development of asthma and allergic rhinitis.
Collapse
Affiliation(s)
- Chan Lu
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Zijing Liu
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Wenhui Yang
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Hongsen Liao
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Qin Liu
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Qin Li
- XiangYa School of Public Health, Central South University, Changsha, 410078, Hunan, China.
| | - Qihong Deng
- School of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan, China.
| |
Collapse
|
8
|
Kim Y, Radoias V. Severe Air Pollution Exposure and Long-Term Health Outcomes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14019. [PMID: 36360899 PMCID: PMC9655248 DOI: 10.3390/ijerph192114019] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 10/21/2022] [Accepted: 10/22/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND There is a large literature that documents the negative health implications of exposure to air pollution, particularly PM2.5. Much of this literature, however, relies on short-term cross-sectional data, which cannot establish a true causal link between pollution and health. There are also very few studies that document long- and very long-term effects. PURPOSE This study intends to estimate a causal relationship between exposure to severe air pollution and negative health outcomes that persist over long periods of time. METHODS We use a large longitudinal dataset that spans almost 2 decades and that allows us to not only document the persistence of negative health effects, but also a pattern of recovery from a severe pollution episode. We use multivariate regression methods to estimate a causal link between air pollution and health over time. A large pollution shock that occurred in 1997 in Indonesia is used as a natural experiment to pinpoint the true causal effects of pollution exposure and not mere correlations. RESULTS Exposure to an additional unit of pollution in 1997 leads to a loss of roughly six units of lung capacity and to an increase of 4.3% in the probability of being in poor general health, as measured ten years after the pollution exposure. These effects somewhat diminish over time, to a loss of roughly three units of lung capacity and to an increase of only about 3% in the probability of being in poor general health, as measured 17 years after exposure. CONCLUSIONS Our study finds significant health consequences of exposure to air pollution, which persist over long periods of time, with some patterns of recovery. Policymakers should pay special attention to such massive sources of pollution and try to mitigate these negative health consequences.
Collapse
|
9
|
Zhang T, Wu Y, Guo Y, Yan B, Wei J, Zhang H, Meng X, Zhang C, Sun H, Huang L. Risk of illness-related school absenteeism for elementary students with exposure to PM 2.5 and O 3. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 842:156824. [PMID: 35738367 DOI: 10.1016/j.scitotenv.2022.156824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/15/2022] [Accepted: 06/15/2022] [Indexed: 06/15/2023]
Abstract
Air pollution addresses short-term health effects on morbidity, especially for children. Assessing the impacts of air pollution on elementary students is critical for developing preparedness response strategies for this sensitive group. In the 2016-17 academic year, up to 687,748 groups of illness-related absence records and the information on whether the absentee had gone to a hospital or not were collected from 2564 elementary schools across Jiangsu Province China. We explored the associations between air pollution and illness-related records using a time-stratified case-crossover analysis with distributed lag non-linear design. An increase of 10 μg/m3 in the current-day concentration of PM2.5 and O3 was positively associated with illness-related absenteeism overall. The excess risk of absenteeism was 4.52 % (95%CI 4.37-4.67 %) for PM2.5 and 0.25 % (95%CI 0.01-0.36 %) for O3. The risk associated with O3 was boosted for the frequent absentees who tended to have basic diseases or were more vulnerable to infectious diseases. Students in 43.1 % illness-related absenteeism, mainly due to highly infectious diseases, only received home nursing without going to a hospital. The increase in the number of illness cases associated with PM2.5 and O3 estimated based on the illness-related absence data was 41.5 % and 18.6 % higher than that evaluated based on hospital visit records. Such underestimations persisted in sensitivity analyses and persisted in subgroups classified by gender or grade. Together, the performance of illness-related absence records far outweighed that of hospital visit data regarding the thorough evaluation of air pollution-related illness cases for elementary students. Improvement in air quality and home health care education are warranted as well for the health benefits of children.
Collapse
Affiliation(s)
- Ting Zhang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, 163 Xianlin Avenue, Qixia, Nanjing, 210023, China
| | - Yangyang Wu
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, 163 Xianlin Avenue, Qixia, Nanjing, 210023, China
| | - Yuming Guo
- Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Beizhan Yan
- Lamont-Doherty Earth Observatory of Columbia University, 61 Rt. 9W., Palisades, NY 10964, United States
| | - Jing Wei
- Department of Atmospheric and Oceanic Science, Earth System Science Interdisciplinary Center, University of Maryland, 20740, USA
| | - Hongliang Zhang
- Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
| | - Xia Meng
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai 200032, China
| | - Can Zhang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, 163 Xianlin Avenue, Qixia, Nanjing, 210023, China
| | - Hong Sun
- Jiangsu Provincial Center for Disease Control and Prevention, Jiangsu Road 172, Nanjing 210009, China.
| | - Lei Huang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, 163 Xianlin Avenue, Qixia, Nanjing, 210023, China
| |
Collapse
|
10
|
Yalçin SS, Gezgen Kesen G, Güçiz Doğan B, Yalçin S, Acar Vaizoğlu S, Yurdakök K. Environmental risk perception of mothers and presence of risk factors in rural and urban areas in Adana, Turkey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2022; 32:2350-2358. [PMID: 34382892 DOI: 10.1080/09603123.2021.1963687] [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: 06/04/2021] [Accepted: 07/30/2021] [Indexed: 06/13/2023]
Abstract
This cross-sectional study with an open-ended manner aimed (1) to evaluate the environmental risk perception levels of mothers having at least one child and living in Adana and (2) to determine their awareness of the risk factors in their environment. Of mothers, 30.2% did not know the concept of environmental risk factor. Most frequent perceived risks were violence (17%), air pollution (15.5%) and undefined pollution (15%). The most common mentioned problems in their environment were air pollution (9.9%), violence (7.9%) and municipal service problems (8.4%). Mothers living in the urban area reported more violence, air pollution and undefined pollution as environmental threats than those living in the countryside. The place of residence, the education level of the mother and the number of people in the house significantly were related with the risk perception. There is a need for studies in other regions to determine the environmental literacy of mothers.
Collapse
Affiliation(s)
- S Songül Yalçin
- Department of Pediatrics, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Gamze Gezgen Kesen
- Department of Pediatrics, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Bahar Güçiz Doğan
- Department of Public Health, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Suzan Yalçin
- Department of Food Hygiene and Technology, Faculty of Veterinary Medicine, Selcuk University, Konya, Turkey
| | - Songül Acar Vaizoğlu
- Department of Public Health, Faculty of Medicine, Near East Univetsity, Nicosia, Northern Cyprus
| | - Kadriye Yurdakök
- Department of Pediatrics, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| |
Collapse
|
11
|
Pule V, Mathee A, Melariri P, Kapwata T, Abdelatif N, Balakrishna Y, Kunene Z, Mogotsi M, Wernecke B, Wright CY. Classroom Temperature and Learner Absenteeism in Public Primary Schools in the Eastern Cape, South Africa. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182010700. [PMID: 34682446 PMCID: PMC8535629 DOI: 10.3390/ijerph182010700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/02/2021] [Accepted: 10/07/2021] [Indexed: 11/26/2022]
Abstract
Children spend a significant proportion of their time at school and in school buildings. A healthy learning environment that supports children should be thermally conducive for learning and working. Here, we aimed to study the relations between indoor classroom temperatures and learner absenteeism as a proxy for children’s health and well-being. This one-year prospective study that spanned two calendar years (from June 2017 to May 2018) entailed measurement of indoor classroom temperature and relative humidity, calculated as apparent temperature (Tapp) and collection of daily absenteeism records for each classroom in schools in and around King Williams Town, Eastern Cape province, South Africa. Classroom characteristics were collected using a standardized observation checklist. Mean indoor classroom temperature ranged from 11 to 30 °C, while mean outdoor temperature ranged from 6 °C to 31 °C during the sample period. Indoor classroom temperatures typically exceeded outdoor temperatures by 5 °C for 90% of the study period. While multiple factors may influence absenteeism, we found absenteeism was highest at low indoor classroom Tapp (i.e., below 15 °C). Absenteeism decreased as indoor Tapp increased to about 25 °C before showing another increase in absenteeism. Classroom characteristics differed among schools. Analyses of indoor classroom temperature and absenteeism in relation to classroom characteristics showed few statistically significant relations—although not exceptionally strong ones—likely because of the multiple factors that influence absenteeism. However, given the possible relationship between indoor temperature and absenteeism, there is a learning imperative to consider thermal comfort as a fundamental element of school planning and design. Furthermore, additional research on factors besides temperature that affect learner absenteeism is needed, especially in rural areas.
Collapse
Affiliation(s)
- Vicky Pule
- Department of Environmental Health, School of Behavioural and Lifestyle Sciences, Faculty of Health Sciences, Nelson Mandela University, Gqeberha 6019, South Africa; (V.P.); (A.M.); (P.M.)
| | - Angela Mathee
- Department of Environmental Health, School of Behavioural and Lifestyle Sciences, Faculty of Health Sciences, Nelson Mandela University, Gqeberha 6019, South Africa; (V.P.); (A.M.); (P.M.)
- Environment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa; (T.K.); (Z.K.); (M.M.); (B.W.)
- Environmental Health Department, Faculty of Health Sciences, University of Johannesburg, Johannesburg 2094, South Africa
| | - Paula Melariri
- Department of Environmental Health, School of Behavioural and Lifestyle Sciences, Faculty of Health Sciences, Nelson Mandela University, Gqeberha 6019, South Africa; (V.P.); (A.M.); (P.M.)
| | - Thandi Kapwata
- Environment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa; (T.K.); (Z.K.); (M.M.); (B.W.)
- Environmental Health Department, Faculty of Health Sciences, University of Johannesburg, Johannesburg 2094, South Africa
| | - Nada Abdelatif
- Biostatistics Research Unit, South African Medical Research Council, Durban 4001, South Africa; (N.A.); (Y.B.)
| | - Yusentha Balakrishna
- Biostatistics Research Unit, South African Medical Research Council, Durban 4001, South Africa; (N.A.); (Y.B.)
| | - Zamantimande Kunene
- Environment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa; (T.K.); (Z.K.); (M.M.); (B.W.)
| | - Mirriam Mogotsi
- Environment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa; (T.K.); (Z.K.); (M.M.); (B.W.)
| | - Bianca Wernecke
- Environment and Health Research Unit, South African Medical Research Council, Johannesburg 2094, South Africa; (T.K.); (Z.K.); (M.M.); (B.W.)
- Environmental Health Department, Faculty of Health Sciences, University of Johannesburg, Johannesburg 2094, South Africa
| | - Caradee Yael Wright
- Department of Environmental Health, School of Behavioural and Lifestyle Sciences, Faculty of Health Sciences, Nelson Mandela University, Gqeberha 6019, South Africa; (V.P.); (A.M.); (P.M.)
- Environment and Health Research Unit, South African Medical Research Council, Pretoria 0001, South Africa
- Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Pretoria 0002, South Africa
- Correspondence: ; Tel.: +27-12-339-8543
| |
Collapse
|
12
|
Chen C, Zhang Y, Bai Y, Li W. The impact of green credit on economic growth-The mediating effect of environment on labor supply. PLoS One 2021; 16:e0257612. [PMID: 34547050 PMCID: PMC8454949 DOI: 10.1371/journal.pone.0257612] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 09/03/2021] [Indexed: 11/18/2022] Open
Abstract
Background The progress of green credit in China is accelerating, but its development is uneven and insufficient in different regions. And whether the issuance of green credit can effectively promote the improvement of the environment and economy is not well understood. Objective Previous research has found that green credit promotes economic growth through improvement of the industrial structure and green technological innovation. However, these studies have not considered the positive externality of environmental improvement even though environmental improvement and economic growth are requirements of the sustainable development concept. Methods We use the chain-mediated model to estimate the impact of green credit issuance on the economic growth of different provinces since the large-scale implementation of green credit in China with data from 2008 to 2016. Results and conclusion This paper shows that the issuance of green credit can improve labor supply rather than labor productivity through the improvement of air quality to achieve regional economic growth. Such a chain-mediated path is different from the economic growth caused by industrial structural adjustment and green technology innovation. At the national level, every 1% increase in green credit issuance relative to industrial loans will increase the per capita gross domestic product (GDP) by approximately 4.6 yuan, or 0.012%, through air quality and labor supply, accounting for 2.875% of the total effect. Heterogeneity analysis indicates that due to regional industrial structure differences and diminishing marginal effects, the impact of green credit is stronger in the western region than in the eastern and central regions. For every 1% increase in the proportion of green credit issuance relative to industrial loans, the per capita GDP growth achieved through the chain-mediated path is approximately 30.17 yuan in the western region, approximately 6.6 times greater than that at the national level. Within a 95% confidence interval of 5000 bootstrap samples, this path is found to be true, and the chain-mediated effect accounts for approximately 12.96% of the total indirect effect. Limitations The limitation of this paper is the measurement of green credit. Although green credit has a large volume, it remains underdeveloped, and there is a lack of perfect indicators. Most existing studies have adopted only alternative or reverse indicators to measure the issuance of green credit. For example, this paper takes the interest expenditure of six high-energy-consuming enterprises as the reverse indicator, which may to a certain extent lead to the overestimation of the issuance of green credit and its impact on the environment and economy. Future research can accurately explore the performance of green credit on the basis of its mature development.
Collapse
Affiliation(s)
- Cai Chen
- School of Economics and Management, Shanghai Ocean University, Shanghai, China
| | - Yingli Zhang
- School of Economics and Management, Shanghai Ocean University, Shanghai, China
- * E-mail:
| | - Yun Bai
- School of Economics and Management, Shanghai Ocean University, Shanghai, China
| | - Wenrui Li
- School of Economics and Management, Shanghai Ocean University, Shanghai, China
| |
Collapse
|
13
|
Indoor Air Quality in Naturally Ventilated Classrooms. Lessons Learned from a Case Study in a COVID-19 Scenario. SUSTAINABILITY 2021. [DOI: 10.3390/su13158446] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This paper describes the implementation of a series of ventilation strategies in a nursery and primary school from September 2020, when the government decided to resume the students’ face-to-face activity in the middle of a COVID scenario. Air quality and hygrothermal comfort conditions were analysed before the pandemic and compared for different ventilation configurations in a post-COVID scenario. Ventilation strategies included the protocols issued by the Public Administration, while others were developed based on the typological configuration and use of the school. Results revealed that it is advisable to implement certain strategies that reduce the risk of infection among the occupants of the spaces, without a significant decrease in hygrothermal comfort. Given the importance of maintaining better IAQ in the future within classrooms, and regarding the pre-COVID situation, these strategies may be extended beyond this pandemic period, through a simple protocol and necessary didactic package to be assumed by both teachers and students of the centre.
Collapse
|
14
|
Air Pollution Increases the Incidence of Upper Respiratory Tract Symptoms among Polish Children. J Clin Med 2021; 10:jcm10102150. [PMID: 34065636 PMCID: PMC8156299 DOI: 10.3390/jcm10102150] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/10/2021] [Accepted: 05/13/2021] [Indexed: 11/18/2022] Open
Abstract
A substantial proportion of airway disease’s global burden is attributable to exposure to air pollution. This study aimed to investigate the association between air pollution, assessed as concentrations of particulate matter PM2.5 and PM10 on the upper respiratory tract symptoms (URTS) in children. A nation-wide, questionnaire-based study was conducted in Poland in winter 2018/2019 in a population of 1475 children, comparing URTS throughout the study period with publicly available data on airborne particulate matter. A general regression model was used to evaluate the lag effects between daily changes in PM10 and PM2.5 and the number of children reporting URTS and their severity. PM10 and PM2.5 in the single-pollutant models had significant effects on the number of children reporting URTS. The prevalence of URTS: “runny nose”, “sneezing” and “cough” was positively associated with 12-week mean PM2.5 and PM10 concentrations. In the locations with the highest average concentration of PM, the symptoms of runny nose, cough and sneezing were increased by 10%, 9% and 11%, respectively, compared to the cities with the lowest PM concentrations. This study showed that moderate-term exposure (12 week observation period) to air pollution was associated with an increased risk of URTS among children aged 3–12 years in Poland. These findings may influence public debate and future policy at the national and international levels to improve air quality in cities and improve children’s health.
Collapse
|
15
|
Lynch KM, Mirabelli MC. Outdoor Air Quality Awareness, Perceptions, and Behaviors Among U.S. Children Aged 12-17 Years, 2015-2018. J Adolesc Health 2021; 68:882-887. [PMID: 32919887 PMCID: PMC7940452 DOI: 10.1016/j.jadohealth.2020.07.040] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 07/25/2020] [Accepted: 07/27/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE This study aimed to assess U.S. adolescents' perceptions and knowledge about air quality and their behaviors aimed to reduce air pollution exposure and whether they vary by demographic characteristics. METHODS We analyzed data from the Porter Novelli Public Services YouthStyles survey, a nationally representative survey of U.S. adolescents aged 12-17 years. In survey years 2015-2018, a total of 3,547 adolescents self-reported awareness, perceptions, and behaviors related to air pollution. We calculated weighted percentages of respondents reporting each aspect of air quality awareness, perception, and behaviors overall and by categories of age, gender, parental education, metropolitan status, region, and survey year. RESULTS Overall, an estimated 81% of U.S. adolescents thought outdoor air pollution could impact health, 52% thought there were things they could do to limit their or their family's exposure, 19% were aware of air quality alerts, 46% of those who thought or were informed air quality was bad did something differently, and 19% always or usually avoided busy roads to reduce air pollution exposure; differences were reported by some demographic variables. CONCLUSIONS Among U.S. adolescents, awareness that air pollution could impact health was relatively high. However, gaps were found in the awareness of the potential impacts and other aspects of awareness and perceptions related to air pollution and the engagement in behaviors to reduce exposure, some of which varied by demographic characteristics. These results can be used to inform interventions that increase awareness and behaviors to reduce air pollution exposures among U.S. adolescents.
Collapse
Affiliation(s)
- Katie M Lynch
- Asthma and Community Health Branch, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia; Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee
| | - Maria C Mirabelli
- Asthma and Community Health Branch, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia.
| |
Collapse
|
16
|
Pulmonary Effects Due to Physical Exercise in Polluted Air: Evidence from Studies Conducted on Healthy Humans. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11072890] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Physical inactivity has caused serious effects on the health of the population, having an impact on the quality of life and the cost of healthcare for many countries. This has motivated government and private institutions to promote regular physical activity, which, paradoxically, can involve health risks when it is carried out in areas with poor air quality. This review collects information from studies conducted on healthy humans related to the pulmonary effects caused by the practice of physical activity when there is poor air quality. In addition, several challenges related to the technological and educational areas, as well as to applied and basic research, have been identified to facilitate the rational practice of exercise in poor air quality conditions.
Collapse
|
17
|
Deng S, Zou B, Lau J. The Adverse Associations of Classrooms' Indoor Air Quality and Thermal Comfort Conditions on Students' Illness Related Absenteeism between Heating and Non-Heating Seasons-A Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041500. [PMID: 33562454 PMCID: PMC7914660 DOI: 10.3390/ijerph18041500] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/27/2021] [Accepted: 01/29/2021] [Indexed: 11/29/2022]
Abstract
(1) The association of the indoor environmental conditions in classrooms with illness-related absenteeism (IRA) was not well investigated. In addition, studying the association between heating and non-heating seasons were very limited; (2) To fill this knowledge gap, a research team collected various indoor air quality (IAQ) and thermal comfort conditions (TC) of 85 elementary classrooms in two school districts from the Midwestern United States throughout an academic year; in total, 255 classroom visits were performed. A negative binomial regression model was implied to associate the classroom’s IAQ and TC with IRA, separating for heating and non-heating seasons; (3) During non-heating season, a 3% increase of IRA was estimated with 1,000,000-counts/L increase of particles that had a diameter less than 2.5 μm (PN2.5); during the heating season, a 3% increase of IRA were expected with 100 ppm increase of room averaged CO2 concentration; and (4) These results suggested that the IAQ and TC factors could associated with IRA differently between heating and non-heating seasons.
Collapse
Affiliation(s)
- Shihan Deng
- Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650050, China; (S.D.); (B.Z.)
- Scott-Campus/Durham School of Architectural Engineering and Construction/College of Engineering, University of Nebraska-Lincoln, Lincoln, NE 68128, USA
| | - Bin Zou
- Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650050, China; (S.D.); (B.Z.)
| | - Josephine Lau
- Scott-Campus/Durham School of Architectural Engineering and Construction/College of Engineering, University of Nebraska-Lincoln, Lincoln, NE 68128, USA
- Correspondence:
| |
Collapse
|
18
|
Habre R, Girguis M, Urman R, Fruin S, Lurmann F, Shafer M, Gorski P, Franklin M, McConnell R, Avol E, Gilliland F. Contribution of tailpipe and non-tailpipe traffic sources to quasi-ultrafine, fine and coarse particulate matter in southern California. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2021; 71:209-230. [PMID: 32990509 PMCID: PMC8112073 DOI: 10.1080/10962247.2020.1826366] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/21/2020] [Accepted: 09/09/2020] [Indexed: 05/19/2023]
Abstract
Exposure to traffic-related air pollution (TRAP) in the near-roadway environment is associated with multiple adverse health effects. To characterize the relative contribution of tailpipe and non-tailpipe TRAP sources to particulate matter (PM) in the quasi-ultrafine (PM0.2), fine (PM2.5) and coarse (PM2.5-10) size fractions and identify their spatial determinants in southern California (CA). Month-long integrated PM0.2, PM2.5 and PM2.5-10 samples (n = 461, 265 and 298, respectively) were collected across cool and warm seasons in 8 southern CA communities (2008-9). Concentrations of PM mass, elements, carbons and major ions were obtained. Enrichment ratios (ER) in PM0.2 and PM10 relative to PM2.5 were calculated for each element. The Positive Matrix Factorization model was used to resolve and estimate the relative contribution of TRAP sources to PM in three size fractions. Generalized additive models (GAMs) with bivariate loess smooths were used to understand the geographic variation of TRAP sources and identify their spatial determinants. EC, OC, and B had the highest median ER in PM0.2 relative to PM2.5. Six, seven and five sources (with characteristic species) were resolved in PM0.2, PM2.5 and PM2.5-10, respectively. Combined tailpipe and non-tailpipe traffic sources contributed 66%, 32% and 18% of PM0.2, PM2.5 and PM2.5-10 mass, respectively. Tailpipe traffic emissions (EC, OC, B) were the largest contributor to PM0.2 mass (58%). Distinct gasoline and diesel tailpipe traffic sources were resolved in PM2.5. Others included fuel oil, biomass burning, secondary inorganic aerosol, sea salt, and crustal/soil. CALINE4 dispersion model nitrogen oxides, trucks and intersections were most correlated with TRAP sources. The influence of smaller roadways and intersections became more apparent once Long Beach was excluded. Non-tailpipe emissions constituted ~8%, 11% and 18% of PM0.2, PM2.5 and PM2.5-10, respectively, with important exposure and health implications. Future efforts should consider non-linear relationships amongst predictors when modeling exposures. Implications: Vehicle emissions result in a complex mix of air pollutants with both tailpipe and non-tailpipe components. As mobile source regulations lead to decreased tailpipe emissions, the relative contribution of non-tailpipe traffic emissions to near-roadway exposures is increasing. This study documents the presence of non-tailpipe abrasive vehicular emissions (AVE) from brake and tire wear, catalyst degradation and resuspended road dust in the quasi-ultrafine (PM0.2), fine and coarse particulate matter size fractions, with contributions reaching up to 30% in PM0.2 in some southern California communities. These findings have important exposure and policy implications given the high metal content of AVE and the efficiency of PM0.2 at reaching the alveolar region of the lungs and other organ systems once inhaled. This work also highlights important considerations for building models that can accurately predict tailpipe and non-tailpipe exposures for population health studies.
Collapse
Affiliation(s)
- Rima Habre
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Mariam Girguis
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Robert Urman
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Scott Fruin
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | | | - Martin Shafer
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, WI
- Environmental Chemistry & Technology Program, University of Wisconsin-Madison, Madison WI
| | - Patrick Gorski
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, WI
| | - Meredith Franklin
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Rob McConnell
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Ed Avol
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Frank Gilliland
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| |
Collapse
|
19
|
Abstract
The burden imposed by pollution falls more on those living in low-income and middle-income countries, affecting children more than adults. Most air pollution results from incomplete combustion and contains a mixture of particulate matter and gases. Air pollution exposure has negative impacts on respiratory health. This article concentrates on air pollution in 2 settings, the child's home and the ambient environment. There is an inextricable 2-way link between air pollution and climate change, and the effects of climate change on childhood respiratory health also are discussed.
Collapse
|
20
|
Lee JT. Review of epidemiological studies on air pollution and health effects in children. Clin Exp Pediatr 2021; 64:3-11. [PMID: 32517422 PMCID: PMC7806407 DOI: 10.3345/cep.2019.00843] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 01/21/2020] [Accepted: 02/28/2020] [Indexed: 12/19/2022] Open
Abstract
There is a growing body of literature on the adverse health effects of ambient air pollution. Children are more adversely affected by air pollution due to their biological susceptibility and exposure patterns. This review summarized the accumulated epidemiologic evidence with emphasis on studies conducted in Korea and heterogeneity in the literature. Based on systematic reviews and meta-analyses, there is consistent evidence on the association between exposure to ambient air pollution and children's health, especially respiratory health and adverse birth outcomes, and growing evidence on neurodevelopmental outcomes. Despite these existing studies, the mechanism of the adverse health effects of air pollution and the critical window of susceptibility remain unclear. There is also a need to identify causes of heterogeneity between studies in terms of measurement of exposure/outcome, study design, and the differential characteristics of air pollutants and population.
Collapse
Affiliation(s)
- Jong-Tae Lee
- Division of Health Policy and Management, College of Health Science, Korea University, Seoul, Korea
| |
Collapse
|
21
|
Mendoza DL, Pirozzi CS, Crosman ET, Liou TG, Zhang Y, Cleeves JJ, Bannister SC, Anderegg WRL, Robert P. Impact of low-level fine particulate matter and ozone exposure on absences in K-12 students and economic consequences. ENVIRONMENTAL RESEARCH LETTERS : ERL [WEB SITE] 2020; 15:114052. [PMID: 36284641 PMCID: PMC9590406 DOI: 10.1088/1748-9326/abbf7a] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
High air pollution levels are associated with school absences. However, low level pollution impacts on individual school absences are under-studied. Understanding the variability of pollution at individual schools within an urban region could improve school recess decisions, better identify local pollution sources, and improve local economic impact assessments by providing granular information relevant to specific schools. We modelled PM2.5 and ozone concentrations at 36 schools from July 2015 to June 2018 using data from a dense, research grade regulatory sensor network. We determined exposures and daily absences at each school. We used a generalized estimating equations model to retrospectively estimate rate ratios for association between outdoor pollutant concentrations and school absences. We estimated lost school revenue, productivity, and family economic burden. PM2.5 and ozone concentrations and absence rates vary across the School District. Pollution exposure was associated with a rate ratio as high as 1.02 absences per μg m-3 and 1.01 per ppb increase for PM2.5 and ozone, respectively. Significantly, even PM2.5 and ozone exposure below the air quality index breakpoints for good air quality (<12.1 μg m-3 and <55 ppb, respectively) was associated with positive rate ratios of absences: 1.04 per μg m-3 and 1.01 per ppb increase, respectively. Granular local measurements enabled demonstration of air pollution impacts that varied between schools and were undetectable with averaged pollution levels. Reducing pollution by 50% would save $426000 per year districtwide. Pollution reduction benefits would be greatest in schools located in socioeconomically disadvantaged areas. Heterogeneity in exposure, disproportionately affecting socioeconomically disadvantaged schools, points to the need for fine resolution exposure estimation. The economic cost of absences associated with air pollution is substantial even excluding indirect costs such as hospital visits and medication. These findings may help elucidate the differential burden on individual schools and inform local decisions about recess and regulatory considerations for localized pollution sources.
Collapse
Affiliation(s)
- Daniel L Mendoza
- Division of Respiratory, Critical Care and Occupational Pulmonary Medicine, School of Medicine, University of Utah, 26 North 1900 East, Salt Lake City, UT 84132, United States of America
- Department of Atmospheric Sciences, University of Utah, 135 S 1460 E, RM 819, Salt Lake City, UT 84112, United States of America
| | - Cheryl S Pirozzi
- Division of Respiratory, Critical Care and Occupational Pulmonary Medicine, School of Medicine, University of Utah, 26 North 1900 East, Salt Lake City, UT 84132, United States of America
| | - Erik T Crosman
- Department of Life, Earth, and Environmental Sciences, West Texas A&M University, Happy State Bank Academic & Research Building, Suite 262, Canyon, TX 79016, United States of America
| | - Theodore G Liou
- Division of Respiratory, Critical Care and Occupational Pulmonary Medicine, School of Medicine, University of Utah, 26 North 1900 East, Salt Lake City, UT 84132, United States of America
- Center for Quantitative Biology, University of Utah, Salt Lake City, UT 84112, United States of America
| | - Yue Zhang
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT 84132, United States of America
| | - Jessica J Cleeves
- Center for Science and Mathematics Education, University of Utah, 155 S 1452 E, RM 452, Salt Lake City, UT 84112, United States of America
| | - Stephen C Bannister
- Department of Economics, University of Utah, 260 Central Campus Drive, RM 4100, Salt Lake City, UT 84112, United States of America
| | - William R L Anderegg
- School of Biological Sciences, University of Utah, 257 S 1400 E, Salt Lake City, UT 84112, United States of America
| | - Paine Robert
- Division of Respiratory, Critical Care and Occupational Pulmonary Medicine, School of Medicine, University of Utah, 26 North 1900 East, Salt Lake City, UT 84132, United States of America
| |
Collapse
|
22
|
Baloch RM, Maesano CN, Christoffersen J, Banerjee S, Gabriel M, Csobod É, de Oliveira Fernandes E, Annesi-Maesano I. Indoor air pollution, physical and comfort parameters related to schoolchildren's health: Data from the European SINPHONIE study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 739:139870. [PMID: 32544681 DOI: 10.1016/j.scitotenv.2020.139870] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 05/29/2020] [Accepted: 05/30/2020] [Indexed: 05/05/2023]
Abstract
Substantial knowledge is available on the association of the indoor school environment and its effect among schoolchildren. In the same context, the SINPHONIE (School indoor pollution and health: Observatory network in Europe) conducted a study to collect data and determine the distribution of several indoor air pollutants (IAPs), physical and thermal parameters and their association with eye, skin, upper-, lower respiratory and systemic disorder symptoms during the previous three months. Finally, data from 115 schools in 54 European cities from 23 countries were collected and included 5175 schoolchildren using a harmonized and standardized protocol. The association between exposures and the health outcomes were examined using logistic regression models on the environmental stressors assessed in classroom while adjusting for several confounding factors; a VOC (volatile organic compound) score defined as the sum of the number of pollutants to which the children were highly exposed (concentration > median of the distribution) in classroom was also introduced to evaluate the multiexposure - outcome association. Schoolchildren while adjusting for several confounding factors. Schoolchildren exposed to above or equal median concentration of PM2.5, benzene, limonene, ozone and radon were at significantly higher odds of suffering from upper, lower airways, eye and systemic disorders. Increased odds were also observed for any symptom (sick school syndrome) among schoolchildren exposed to concentrations of limonene and ozone above median values. Furthermore, the risks for upper and lower airways and systemic disorders significantly increased with the VOCs score. Results also showed that increased ventilation rate was significantly associated with decreased odds of suffering from eye and skin disorders whereas similar association was observed between temperature and upper airways symptoms. The present study provides evidence that exposure to IAPs in schools is associated with various health problems in children. Further investigations are needed to confirm our findings.
Collapse
Affiliation(s)
- Ramen Munir Baloch
- Sorbonne Université, INSERM, Pierre Louis Institute of Epidemiology and Public Health (IPLESP UMRS 1136), Epidemiology of Allergic and Respiratory Diseases Department (EPAR), Saint-Antoine Medical School, F75012 Paris, France.
| | - Cara Nichole Maesano
- Sorbonne Université, INSERM, Pierre Louis Institute of Epidemiology and Public Health (IPLESP UMRS 1136), Epidemiology of Allergic and Respiratory Diseases Department (EPAR), Saint-Antoine Medical School, F75012 Paris, France
| | | | - Soutrik Banerjee
- Sorbonne Université, INSERM, Pierre Louis Institute of Epidemiology and Public Health (IPLESP UMRS 1136), Epidemiology of Allergic and Respiratory Diseases Department (EPAR), Saint-Antoine Medical School, F75012 Paris, France
| | - Marta Gabriel
- Institute of Science and Innovation in Mechanical Engineering and Industrial Management (INEGI), Porto, Portugal
| | - Éva Csobod
- Regional Environmental Center for Central and Eastern Europe (REC), 9-11 Ady Endre ut, Szentendre 2000, Hungary
| | | | - Isabella Annesi-Maesano
- Sorbonne Université, INSERM, Pierre Louis Institute of Epidemiology and Public Health (IPLESP UMRS 1136), Epidemiology of Allergic and Respiratory Diseases Department (EPAR), Saint-Antoine Medical School, F75012 Paris, France
| |
Collapse
|
23
|
Zhang Y, Yang P, Gao Y, Leung RL, Bell ML. Health and economic impacts of air pollution induced by weather extremes over the continental U.S. ENVIRONMENT INTERNATIONAL 2020; 143:105921. [PMID: 32623223 DOI: 10.1016/j.envint.2020.105921] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 06/14/2020] [Accepted: 06/19/2020] [Indexed: 06/11/2023]
Abstract
Extreme weather events may enhance ozone (O3) and fine particulate matter (PM2.5) pollution, causing additional adverse health effects. This work aims to evaluate the health and associated economic impacts of changes in air quality induced by heat wave, stagnation, and compound extremes under the Representative Concentration Pathways (RCP) 4.5 and 8.5 climate scenarios. The Environmental Benefits Mapping and Analysis Program-Community Edition is applied to estimate health and related economic impacts of changes in surface O3 and PM2.5 levels due to heat wave, stagnation, and compound extremes over the continental U.S. during past (i.e., 2001-2010) and future (i.e., 2046-2055) decades under the two RCP scenarios. Under the past and future decades, the weather extremes-induced concentration increases may lead to several tens to hundreds O3-related deaths and several hundreds to over ten thousands PM2.5-related deaths annually. High mortalities and morbidities are estimated for populated urban areas with strong spatial heterogeneities. The estimated annual costs for these O3 and PM2.5 related health outcomes are $5.5-12.5 and $48.6-140.7 billion U.S. dollar for mortalities, and $8.9-97.8 and $19.5-112.5 million for morbidities, respectively. Of the extreme events, the estimated O3- and PM2.5-related mortality and morbidity attributed to stagnation are the highest, followed by heat wave or compound extremes. Large increases in heat wave and compound extreme events in the future decade dominate changes in mortality during these two extreme events, whereas population growth dominates changes in mortality during stagnation that is projected to occur less frequently. Projected reductions of anthropogenic emissions under bothRCP scenarios compensate for the increased mortality due to increasedoccurrence for heat wave and compound extremes in the future. These results suggest a need to further reduce air pollutant emissions during weather extremes to minimize the adverse impacts of weather extremes on air quality and human health.
Collapse
Affiliation(s)
- Yang Zhang
- Department of Civil and Environmental Engineering, Northeastern University, Boston, MA 02115, USA; Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC 27695, USA.
| | - Peilin Yang
- Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Yang Gao
- Key Laboratory of Marine Environment and Ecology, Ministry of Education of China, Ocean University of China, Qingdao, Shandong 266100, China
| | - Ruby L Leung
- Atmospheric Sciences and Global Change Division, Pacific Northwest National Laboratory, Richland, Washington 99354, USA
| | - Michelle L Bell
- School of Forestry & Environmental Studies, Yale University, New Haven, CT 06511, USA
| |
Collapse
|
24
|
Thurston GD, Balmes JR, Garcia E, Gilliland FD, Rice MB, Schikowski T, Van Winkle LS, Annesi-Maesano I, Burchard EG, Carlsten C, Harkema JR, Khreis H, Kleeberger SR, Kodavanti UP, London SJ, McConnell R, Peden DB, Pinkerton KE, Reibman J, White CW. Outdoor Air Pollution and New-Onset Airway Disease. An Official American Thoracic Society Workshop Report. Ann Am Thorac Soc 2020; 17:387-398. [PMID: 32233861 PMCID: PMC7175976 DOI: 10.1513/annalsats.202001-046st] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Although it is well accepted that air pollution exposure exacerbates preexisting airway disease, it has not been firmly established that long-term pollution exposure increases the risk of new-onset asthma or chronic obstruction pulmonary disease (COPD). This Workshop brought together experts on mechanistic, epidemiological, and clinical aspects of airway disease to review current knowledge regarding whether air pollution is a causal factor in the development of asthma and/or COPD. Speakers presented recent evidence in their respective areas of expertise related to air pollution and new airway disease incidence, followed by interactive discussions. A writing committee summarized their collective findings. The Epidemiology Group found that long-term exposure to air pollution, especially metrics of traffic-related air pollution such as nitrogen dioxide and black carbon, is associated with onset of childhood asthma. However, the evidence for a causal role in adult-onset asthma or COPD remains insufficient. The Mechanistic Group concluded that air pollution exposure can cause airway remodeling, which can lead to asthma or COPD, as well as asthma-like phenotypes that worsen with long-term exposure to air pollution, especially fine particulate matter and ozone. The Clinical Group concluded that air pollution is a plausible contributor to the onset of both asthma and COPD. Available evidence indicates that long-term exposure to air pollution is a cause of childhood asthma, but the evidence for a similar determination for adult asthma or COPD remains insufficient. Further research is needed to elucidate the exact biological mechanism underlying incident childhood asthma, and the specific air pollutant that causes it.
Collapse
|
25
|
Feenstra B, Papapostolou V, Der Boghossian B, Cocker D, Polidori A. Development of a Network of Accurate Ozone Sensing Nodes for Parallel Monitoring in a Site Relocation Study. SENSORS 2019; 20:s20010016. [PMID: 31861447 PMCID: PMC6982912 DOI: 10.3390/s20010016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 12/10/2019] [Accepted: 12/15/2019] [Indexed: 11/25/2022]
Abstract
Recent technological advances in both air sensing technology and Internet of Things (IoT) connectivity have enabled the development and deployment of remote monitoring networks of air quality sensors. The compact size and low power requirements of both sensors and IoT data loggers allow for the development of remote sensing nodes with power and connectivity versatility. With these technological advancements, sensor networks can be developed and deployed for various ambient air monitoring applications. This paper describes the development and deployment of a monitoring network of accurate ozone (O3) sensor nodes to provide parallel monitoring in an air monitoring site relocation study. The reference O3 analyzer at the station along with a network of three O3 sensing nodes was used to evaluate the spatial and temporal variability of O3 across four Southern California communities in the San Bernardino Mountains which are currently represented by a single reference station in Crestline, CA. The motivation for developing and deploying the sensor network in the region was that the single reference station potentially needed to be relocated due to uncertainty that the lease agreement would be renewed. With the implication of siting a new reference station that is also a high O3 site, the project required the development of an accurate and precise sensing node for establishing a parallel monitoring network at potential relocation sites. The deployment methodology included a pre-deployment co-location calibration to the reference analyzer at the air monitoring station with post-deployment co-location results indicating a mean absolute error (MAE) < 2 ppb for 1-h mean O3 concentrations. Ordinary least squares regression statistics between reference and sensor nodes during post-deployment co-location testing indicate that the nodes are accurate and highly correlated to reference instrumentation with R2 values > 0.98, slope offsets < 0.02, and intercept offsets < 0.6 for hourly O3 concentrations with a mean concentration value of 39.7 ± 16.5 ppb and a maximum 1-h value of 94 ppb. Spatial variability for diurnal O3 trends was found between locations within 5 km of each other with spatial variability between sites more pronounced during nighttime hours. The parallel monitoring was successful in providing the data to develop a relocation strategy with only one relocation site providing a 95% confidence that concentrations would be higher there than at the current site.
Collapse
Affiliation(s)
- Brandon Feenstra
- South Coast Air Quality Management District, Air Quality Sensor Performance Evaluation Center (AQ-SPEC), Diamond Bar, CA 91765, USA; (V.P.); (B.D.B.)
- Department of Chemical & Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA;
- Bourns College of Engineering, Center for Environmental Research and Technology (CE-CERT), University of California-Riverside, Riverside, CA 92507, USA
- Correspondence: (B.F.); (A.P.); Tel.: +1-909-396-2193 (B.F.); +1-909-396-3283 (A.P.)
| | - Vasileios Papapostolou
- South Coast Air Quality Management District, Air Quality Sensor Performance Evaluation Center (AQ-SPEC), Diamond Bar, CA 91765, USA; (V.P.); (B.D.B.)
| | - Berj Der Boghossian
- South Coast Air Quality Management District, Air Quality Sensor Performance Evaluation Center (AQ-SPEC), Diamond Bar, CA 91765, USA; (V.P.); (B.D.B.)
| | - David Cocker
- Department of Chemical & Environmental Engineering, University of California-Riverside, Riverside, CA 92521, USA;
- Bourns College of Engineering, Center for Environmental Research and Technology (CE-CERT), University of California-Riverside, Riverside, CA 92507, USA
| | - Andrea Polidori
- South Coast Air Quality Management District, Air Quality Sensor Performance Evaluation Center (AQ-SPEC), Diamond Bar, CA 91765, USA; (V.P.); (B.D.B.)
- Correspondence: (B.F.); (A.P.); Tel.: +1-909-396-2193 (B.F.); +1-909-396-3283 (A.P.)
| |
Collapse
|
26
|
Yang P, Zhang Y, Wang K, Doraiswamy P, Cho SH. Health impacts and cost-benefit analyses of surface O 3 and PM 2.5 over the U.S. under future climate and emission scenarios. ENVIRONMENTAL RESEARCH 2019; 178:108687. [PMID: 31479977 DOI: 10.1016/j.envres.2019.108687] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 07/12/2019] [Accepted: 08/22/2019] [Indexed: 06/10/2023]
Abstract
Health impacts of surface ozone (O3) and fine particulate matter (PM2.5) are of major concern worldwide. In this work, the Environmental Benefits Mapping and Analysis Program tool is applied to estimate the health and economic impacts of projected changes in O3 and PM2.5 in the U.S. in future (2046-2055) decade relative to current (2001-2010) decade under the Representative Concentration Pathway (RCP) 4.5 and 8.5 climate scenarios. Future annual-mean O3 reductions under RCP 4.5 prevent ~1,800 all-cause mortality, 761 respiratory hospital admissions (HA), and ~1.2 million school loss days annually, and result in economic benefits of ~16 billion, 29 million, and 132 million U.S. dollars (USD), respectively. By contrast, the projected future annual-mean O3 increases under RCP8.5 cause ~2,400 mortality, 941 respiratory HA, and ~1.6 million school loss days annually and result in economic disbenefits of ~21 billion, 36 million, and 175 million USD, respectively. Health benefits of reduced O3 double under RCP4.5 and health dis-benefits of increased O3 increase by 1.5 times under RCP8.5 in future with 2050 population and baseline incidence rate. Because of the reduction in projected future PM2.5 over CONUS under both scenarios, the annual avoided all-cause deaths, cardiovascular HA, respiratory HA, and work loss days are ~63,000 and ~83,000, ~5,300 and ~7,000, ~12,000 and ~15,000, and ~7.8 million and ~10 million, respectively, leading to economic benefits of ~560 and ~740 billion, ~240 and ~320 million, ~450 and ~590 million, and ~1,400 and ~1,900 million USD for RCP4.5 and 8.5, respectively. Health benefits of reduced PM2.5 for future almost double under both scenarios with the largest benefits in urban areas. RCP8.5 projects larger health and economic benefits due to a greater reduction in PM2.5 but with a warmer atmosphere and higher O3 pollution than RCP4.5. RCP4.5 leads to multiple-benefit goals including reduced O3 and PM2.5, reduced mortality and morbidity, and saved costs. Greater reduction in future PM2.5 under RCP4.5 should be considered to achieve larger multi-benefits.
Collapse
Affiliation(s)
- Peilin Yang
- Department of Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC, 27695, USA
| | - Yang Zhang
- Department of Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC, 27695, USA.
| | - Kai Wang
- Department of Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC, 27695, USA
| | - Prakash Doraiswamy
- Air Quality and Exposure Center, RTI International, Durham, NC, 27709, USA
| | - Seung-Hyun Cho
- Air Quality and Exposure Center, RTI International, Durham, NC, 27709, USA
| |
Collapse
|
27
|
Martenies SE, Akherati A, Jathar S, Magzamen S. Health and Environmental Justice Implications of Retiring Two Coal-Fired Power Plants in the Southern Front Range Region of Colorado. GEOHEALTH 2019; 3:266-283. [PMID: 32159046 PMCID: PMC7007175 DOI: 10.1029/2019gh000206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 08/21/2019] [Accepted: 08/22/2019] [Indexed: 06/10/2023]
Abstract
Despite improvements in air quality over the past 50 years, ambient air pollution remains an important public health issue in the United States. In particular, emissions from coal-fired power plants still have a substantial impact on both nearby and regional populations. Of particular concern is the potential for this impact to fall disproportionately on low-income communities and communities of color. We conducted a quantitative health impact assessment to estimate the health benefits of the proposed decommissioning of two coal-fired electricity generating stations in the Southern Front Range region of Colorado. We estimated changes in exposures to fine particulate matter and ozone using the Community Multiscale Air Quality model and predicted avoided health impacts and related economic values. We also quantitatively assessed the distribution of these benefits by population-level socioeconomic status. Across the study area, decommissioning the power plants would result in 2 (95% CI: 1-3) avoided premature deaths each year due to reduced PM2.5 exposures and greater reductions in hospitalizations and other morbidities. Health benefits resulting from the modeled shutdowns were greatest in areas with lower educational attainment and other economic indicators. Our results suggest that decommissioning these power plants and replacing them with zero-emissions sources could have broad public health benefits for residents of Colorado, with larger benefits for those that are socially disadvantaged. Our results also suggested that researchers and decision makers need to consider the unique demographics of their study areas to ensure that important opportunities to reduce health disparities associated with point-source pollution.
Collapse
Affiliation(s)
- Sheena E. Martenies
- Department of Environmental and Radiological Health SciencesColorado State UniversityFort CollinsCOUSA
| | - Ali Akherati
- Department of Mechanical EngineeringColorado State UniversityFort CollinsCOUSA
| | - Shantanu Jathar
- Department of Mechanical EngineeringColorado State UniversityFort CollinsCOUSA
| | - Sheryl Magzamen
- Department of Environmental and Radiological Health SciencesColorado State UniversityFort CollinsCOUSA
- Department of EpidemiologyColorado School of Public HealthFort CollinsCOUSA
| |
Collapse
|
28
|
Sánchez T, Gozal D, Smith DL, Foncea C, Betancur C, Brockmann PE. Association between air pollution and sleep disordered breathing in children. Pediatr Pulmonol 2019; 54:544-550. [PMID: 30719878 DOI: 10.1002/ppul.24256] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Accepted: 12/10/2018] [Indexed: 11/05/2022]
Abstract
BACKGROUND AND OBJECTIVE Similar to other respiratory diseases, sleep disordered breathing (SDB) may be exacerbated by air contaminants. Air pollution may have an impact on incidence and severity of SDB in children. The aims of this study were to examine potential associations between the exposure to different air pollutants and SDB symptoms in children. METHODS In this cross-sectional study, parents from first grade children of elementary schools throughout Chile were included. Data about clinical and family-related SDB risk factors, and the pediatric sleep questionnaire (PSQ) were obtained. Air pollution and meteorological data were obtained from the Chilean online air quality database. RESULTS A total of 564 children (44.9% males) aged (median) 6 years (5-9 year) were included. Prevalence of SDB based on PSQ was 17.7%. When examining air pollutants and conditions, only higher humidity (β = 0.005, 95%CI 0.001-0.009, P = 0.011) was significantly associated with higher PSQ scores after adjusting for demographic and household variables. Higher ozone (O3 ) levels (OR = 1.693, 95%CI 1.409-2.035, P < 0.001), higher humidity (OR = 1.161, 95%CI 1.041-2.035, P = 0.008) and higher dioxide sulfur (SO2 ) levels (OR = 1.16, 95%CI 1.07-1.94, P < 0.001]) were associated with increased odds of wheezing-related sleep disturbances after adjusting for confounders. Lower temperature was a significant predictor of snoring at least >3 nights/week, following adjustment (OR = 0.865, 95%CI 0.751-0.997, P < 0.05). CONCLUSION Sleep respiratory symptoms (wheezing and snoring) are significantly associated with air pollutants such as O3 and SO2 . In addition, meteorological conditions such as humidity and low temperatures may be also associated with SDB-related symptoms.
Collapse
Affiliation(s)
- Trinidad Sánchez
- Division of Pediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - David Gozal
- Section of Pediatric Sleep Medicine, Department of Pediatrics, Pritzker School of Medicine, Biological Sciences Division, The University of Chicago, Chicago, Illinois
| | - Dale L Smith
- Department of Public Health Sciences, Biological Sciences Division, The University of Chicago, Chicago, Illinois
| | | | - Carmen Betancur
- Department of Psychiatry and Mental Health, Universidad de Concepción, Concepción, Chile
| | - Pablo E Brockmann
- Pediatric Sleep Center, Department of Pediatric Cardiology and Pulmonology, Division of Pediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| |
Collapse
|
29
|
Spencer-Hwang R, Pasco-Rubio M, Soret S, Ghamsary M, Sinclair R, Alhusseini N, Montgomery S. Association of major California freight railyards with asthma-related pediatric emergency department hospital visits. Prev Med Rep 2019; 13:73-79. [PMID: 30533348 PMCID: PMC6279983 DOI: 10.1016/j.pmedr.2018.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 10/26/2018] [Accepted: 11/05/2018] [Indexed: 11/29/2022] Open
Abstract
Asthma is a major health threat and leading cause of chronic morbidity among children. Air pollutants have been linked to exacerbations and promotion of initial development of asthma. Extensive research already conducted assessing adverse health impacts associated with exposure to pollutants from vehicular traffic. However, little research conducted assessing exposure to pollutants stemming from goods movement industry, such as freight railyards. This study's purpose to assess potential association between residential proximity to major freight railyards and asthma-related emergency room (ER) visits in children. This study included children ≤14 yrs. old, living within 30-mile radius of one of 18 freight railyards in California, and having utilized emergency room services between 2007 and 2009, identified through California Office of Statewide Health Planning and Development (OSHPD) database. Logistic regression modeling with all 18 railyards, and models with top 5 polluting railyards, conducted to assess for potential association between asthma related ER visit (asthma vs. non-asthma visit) and railyard residential proximity. A total 109,645 asthma related ER visits identified, majority among low income, minority populations. Within 18 railyard model, children closest to railyard (0-5 miles) were at significant increased odds (OR = 1.15, 95%CI: 1.10-1.20) for asthma related ER visit and stronger odds observed for 5 top emitting railyards (OR = 1.40, 95%CI: 1.29-1.52). Our findings indicate a strong link between asthma ER visits for children and residential proximity to railyards, especially among low-income and minority communities. There's a critical need to better understand complex health risks for individuals residing in these communities and mitigation efforts for this vulnerable population.
Collapse
Affiliation(s)
- R. Spencer-Hwang
- School of Public Health, Loma Linda University, Loma Linda, CA, United States of America
| | - M. Pasco-Rubio
- School of Public Health, Loma Linda University, Loma Linda, CA, United States of America
| | - S. Soret
- School of Public Health, Loma Linda University, Loma Linda, CA, United States of America
| | - M. Ghamsary
- Loma Linda University, Loma Linda, CA, United States of America
| | - R. Sinclair
- School of Public Health, Loma Linda University, Loma Linda, CA, United States of America
| | - N. Alhusseini
- School of Public Health, Loma Linda University, Loma Linda, CA, United States of America
| | - S. Montgomery
- School of Behavioral Health, Loma Linda University, Loma Linda, CA, United States of America
| |
Collapse
|
30
|
Yu Y, Liu S, Ji J, Huang H. Amorphous MnO2 surviving calcination: an efficient catalyst for ozone decomposition. Catal Sci Technol 2019. [DOI: 10.1039/c9cy01426h] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Calcination at 300 °C of amorphous MnO2 maintains the structure and results in superior stability owing to the enhanced water-resistant ability.
Collapse
Affiliation(s)
- Yi Yu
- School of Environmental Science and Engineering
- Sun Yat-sen University
- Guangzhou 510006
- China
| | - Shuilian Liu
- School of Environmental Science and Engineering
- Sun Yat-sen University
- Guangzhou 510006
- China
| | - Jian Ji
- School of Environmental Science and Engineering
- Sun Yat-sen University
- Guangzhou 510006
- China
| | - Haibao Huang
- School of Environmental Science and Engineering
- Sun Yat-sen University
- Guangzhou 510006
- China
- Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology
| |
Collapse
|
31
|
Lange SS. Comparing apples to oranges: Interpreting ozone concentrations from observational studies in the context of the United States ozone regulatory standard. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 644:1547-1556. [PMID: 30166248 DOI: 10.1016/j.scitotenv.2018.06.372] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Revised: 06/22/2018] [Accepted: 06/29/2018] [Indexed: 06/08/2023]
Abstract
In 2015, the United States Environmental Protection Agency (US EPA) set the ozone National Ambient Air Quality Standards (NAAQS) at 0.070 parts per million (ppm), for an annual 4th highest daily 8-hour (h) maximum average concentration, averaged over three years, with compliance based on the monitor with the highest concentrations. Numerous epidemiological studies have evaluated associations between ozone and health effects, but how the ozone concentrations derived from those studies can be compared to the ozone NAAQS is not clear, because of the complexity of the standard. The purpose of the present work was to determine how ozone summary metrics used in key epidemiology studies compare to the metrics that comprise the ozone regulatory value. Evaluation of epidemiology studies used for quantitative risk assessment in the 2015 ozone NAAQS review demonstrated that the most commonly used summary metrics that differed from the NAAQS were: 1-h maximum or 24-h average concentrations; multiple-day averages from 2 to 30 days; and averaging of ozone concentrations across all monitors in an area and over different months of the year. Using different ozone summary metrics to calculate the ozone regulatory value in twelve US cities for 2000-2002 or 2013-2015 generated alternative ozone regulatory values that were often substantively different and that may or may not vary commensurate with the regulatory standard. Comparison of epidemiology study metrics to other countries' ozone standards or guideline levels produces similar challenges as described here for the NAAQS. In conclusion, many of the ozone concentration metrics used in epidemiology studies cannot be directly compared to the ozone NAAQS, and using simple conversion ratios adds substantial uncertainty to concentration estimates. These summary metrics must be reconciled to the regulatory value before any judgements are made as to the protectiveness of current and alternative standards based on epidemiology study results.
Collapse
Affiliation(s)
- Sabine S Lange
- Toxicology Division, Texas Commission on Environmental Quality, Austin, TX, USA.
| |
Collapse
|
32
|
Salonen H, Salthammer T, Morawska L. Human exposure to ozone in school and office indoor environments. ENVIRONMENT INTERNATIONAL 2018; 119:503-514. [PMID: 30053738 DOI: 10.1016/j.envint.2018.07.012] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 07/04/2018] [Accepted: 07/06/2018] [Indexed: 05/13/2023]
Abstract
BACKGROUND Although it is recognized that ozone causes acute and chronic health effects and that even trace amounts of ozone are potentially deleterious to human health, information about global and local exposures to ozone in different indoor environments is limited. To synthesize the existing knowledge, this review analyzes the magnitude of and the trends in global and local exposure to ozone in schools and offices and the factors controlling the exposures. METHODS In conducting the literature review, Web of Science, SCOPUS, Google Scholar, and PubMed were searched using 38 search terms and their combinations to identify manuscripts, reports, and directives published between 1973 and 2018. The search was then extended to the reference lists of relevant articles. RESULTS The calculated median concentration of ozone both in school (8.50 μg/m3) and office (9.04 μg/m3) settings was well below the WHO guideline value of 100 μg/m3 as a maximum 8 h mean concentration. However, a large range of average concentrations of ozone was reported, from 0.8-114 μg/m3 and from 0 to 96.8 μg/m3 for school and office environments, respectively, indicating situations where the WHO values are exceeded. Outdoor ozone penetrating into the indoor environment is the main source of indoor ozone, with median I/O ratios of 0.21 and 0.29 in school and office environments, respectively. The absence of major indoor ozone sources and ozone sinks, including gas-phase reactions and deposition, are the reasons for lower indoor than outdoor ozone concentrations. However, there are indoor sources of ozone that are of significance in certain indoor environments, including printers, photocopiers, and many other devices and appliances designed for indoor use (e.g., air cleaners), that release ozone either intentionally or unintentionally. Due to significantly elevated outdoor ozone concentrations during summer, summer indoor concentrations are typically elevated. In addition, the age of a building and various housing aspects (carpeting, air conditioning, window fans, and window openings) have been significantly associated with indoor ozone levels. CONCLUSIONS The existing means for reducing ozone and ozone reaction products in school and office settings are as follows: 1) reduce penetration of outdoor ozone indoors by filtering ozone from the supply air; 2) limit the use of printers, photocopiers, and other devices and appliances that emit ozone indoors; 3) limit gas-phase reactions by limiting the use of materials and products (e.g. cleaning chemicals) the emissions of which react with ozone.
Collapse
Affiliation(s)
- Heidi Salonen
- Aalto University, Department of Civil Engineering, PO Box 12100, FI-00076 Aalto, Finland; Queensland University of Technology, International Laboratory for Air Quality and Health, 2 George Street, Brisbane Q 4001, Australia.
| | - Tunga Salthammer
- Queensland University of Technology, International Laboratory for Air Quality and Health, 2 George Street, Brisbane Q 4001, Australia; Fraunhofer WKI, Department of Material Analysis and Indoor Chemistry, 38108 Braunschweig, Germany.
| | - Lidia Morawska
- Queensland University of Technology, International Laboratory for Air Quality and Health, 2 George Street, Brisbane Q 4001, Australia
| |
Collapse
|
33
|
Lange SS, Mulholland SE, Honeycutt ME. What Are the Net Benefits of Reducing the Ozone Standard to 65 ppb? An Alternative Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15081586. [PMID: 30049975 PMCID: PMC6121288 DOI: 10.3390/ijerph15081586] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 07/19/2018] [Accepted: 07/21/2018] [Indexed: 12/14/2022]
Abstract
In October 2015, the United States Environmental Protection Agency (EPA) lowered the level of the ozone National Ambient Air Quality Standard (NAAQS) from 0.075 ppm to 0.070 ppm (annual 4th highest daily maximum 8-h concentration, averaged over three years). The EPA estimated a 2025 annual national non-California net benefit of $1.5 to $4.5 billion (2011$, 7% discount rate) for a 0.070 ppm standard, and a −$1.0 to $14 billion net benefit for an alternative 0.065 ppm standard. The purpose of this work is to present a combined toxicological and economic assessment of the EPA’s benefit-cost analysis of the 2015 ozone NAAQS. Assessing the quality of the epidemiology studies based on considerations of bias, confounding, chance, integration of evidence, and application of the studies for future population risk estimates, we derived several alternative benefits estimates. We also considered the strengths and weaknesses of the EPA’s cost estimates (e.g., marginal abatement costs), as well as estimates completed by other authors, and provided our own alternative cost estimate. Based on our alternative benefits and cost calculations, we estimated an alternative net benefit of between −$0.3 and $1.8 billion for a 0.070 ppm standard (2011 $, 7% discount rate) and between −$23 and −$17 billion for a 0.065 ppm standard. This work demonstrates that alternative reasonable assumptions can generate very difference cost and benefits estimates that may impact how policy makers view the outcomes of a major rule.
Collapse
Affiliation(s)
- Sabine S Lange
- Toxicology Division, Texas Commission on Environmental Quality, P.O. Box 13087, MC-168, Austin, TX 78711, USA.
| | - Sean E Mulholland
- Department of Economics, Management, and Project Management, West Carolina University, Cullowhee, NC 28723, USA.
| | - Michael E Honeycutt
- Toxicology Division, Texas Commission on Environmental Quality, P.O. Box 13087, MC-168, Austin, TX 78711, USA.
| |
Collapse
|
34
|
Abstract
The projected behavioral impacts of global climate change emanate from environmental changes including temperature elevation, extreme weather events, and rising air pollution. Negative affect, interpersonal and intergroup conflict, and possibly psychological distress increase with rising temperature. Droughts, floods, and severe storms diminish quality of life, elevate stress, produce psychological distress, and may elevate interpersonal and intergroup conflict. Recreational opportunities are compromised by extreme weather, and children may suffer delayed cognitive development. Elevated pollutants concern citizens and may accentuate psychological distress. Outdoor recreational activity is curtailed by ambient pollutants. Limitations and issues in need of further investigation include the following: lack of data on direct experience with climate change rather than indirect assessments related to projected changes; poor spatial resolution in environmental exposures and behavioral assessments; few rigorous quasi-experimental studies; overreliance on self-reports of behavioral outcomes; little consideration of moderator effects; and scant investigation of underlying psychosocial processes to explain projected behavioral impacts.
Collapse
Affiliation(s)
- Gary W Evans
- Department of Design and Environmental Analysis and Department of Human Development, Cornell University, Ithaca, New York 14850, USA;
| |
Collapse
|
35
|
Berman JD, McCormack MC, Koehler KA, Connolly F, Clemons-Erby D, Davis MF, Gummerson C, Leaf PJ, Jones TD, Curriero FC. School environmental conditions and links to academic performance and absenteeism in urban, mid-Atlantic public schools. Int J Hyg Environ Health 2018; 221:800-808. [PMID: 29784550 DOI: 10.1016/j.ijheh.2018.04.015] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Revised: 04/26/2018] [Accepted: 04/30/2018] [Indexed: 10/17/2022]
Abstract
School facility conditions, environment, and perceptions of safety and learning have been investigated for their impact on child development. However, it is important to consider how the environment separately influences academic performance and attendance after controlling for school and community factors. Using results from the Maryland School Assessment, we considered outcomes of school-level proficiency in reading and math plus attendance and chronic absences, defined as missing 20 or more days, for grades 3-5 and 6-8 at 158 urban schools. Characteristics of the environment included school facility conditions, density of nearby roads, and an index industrial air pollution. Perceptions of school safety, learning, and institutional environment were acquired from a School Climate Survey. Also considered were neighborhood factors at the community statistical area, including demographics, crime, and poverty based on school location. Poisson regression adjusted for over-dispersion was used to model academic achievement and multiple linear models were used for attendance. Each 10-unit change in facility condition index, denoting worse quality buildings, was associated with a decrease in reading (1.0% (95% CI: 0.1-1.9%) and math scores (0.21% (95% CI: 0.20-0.40), while chronic absences increased by 0.75% (95% CI: 0.30-1.39). Each log increase the EPA's Risk Screening Environmental Indicator (RSEI) value for industrial hazards, resulted in a marginally significant trend of increasing absenteeism (p < 0.06), but no association was observed with academic achievement. All results were robust to school-level measures of racial composition, free and reduced meals eligibility, and community poverty and crime. These findings provide empirical evidence for the importance of the community and school environment, including building conditions and neighborhood toxic substance risk, on academic achievement and attendance.
Collapse
Affiliation(s)
- J D Berman
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - M C McCormack
- Johns Hopkins School of Medicine, Baltimore, MD, United States.
| | - K A Koehler
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - F Connolly
- Baltimore Education Research Consortium, Baltimore, MD, United States.
| | - D Clemons-Erby
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - M F Davis
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - C Gummerson
- Johns Hopkins School of Medicine, Baltimore, MD, United States.
| | - P J Leaf
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - T D Jones
- Office of Achievement and Accountability, Baltimore City Public Schools, Baltimore, MD, United States.
| | - F C Curriero
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| |
Collapse
|
36
|
Mirabelli MC, Boehmer TK, Damon SA, Sircar KD, Wall HK, Yip FY, Zahran HS, Garbe PL. Air Quality Awareness Among U.S. Adults With Respiratory and Heart Disease. Am J Prev Med 2018; 54:679-687. [PMID: 29551329 PMCID: PMC5930383 DOI: 10.1016/j.amepre.2018.01.037] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 01/09/2018] [Accepted: 01/29/2018] [Indexed: 10/17/2022]
Abstract
INTRODUCTION Poor air quality affects respiratory and cardiovascular health. Information about health risks associated with outdoor air quality is communicated to the public using air quality alerts. This study was conducted to assess associations of existing respiratory and heart disease with three aspects of air quality awareness: awareness of air quality alerts, discussing with a health professional strategies to reduce air pollution exposure, and avoiding busy roads to reduce air pollution exposure when walking, biking, or exercising outdoors. METHODS During 2014-2016, a total of 12,599 U.S. adults participated in summer waves of the ConsumerStyles surveys and self-reported asthma, emphysema/chronic obstructive pulmonary disease, heart disease, and each aspect of air quality awareness. In 2017, associations between each health condition and air quality awareness were estimated using log binomial and multinomial regression. RESULTS Overall, 49% of respondents were aware of air quality alerts, 3% discussed with a health professional strategies to reduce air pollution exposure, and 27% always/usually avoided busy roads to reduce air pollution exposure. Asthma was associated with increased prevalence of awareness of air quality alerts (prevalence ratio=1.11, 95% CI=1.04, 1.20), discussing with a health professional (prevalence ratio=4.88, 95% CI=3.74, 6.37), and always/usually avoiding busy roads to reduce air pollution exposure (prevalence ratio=1.13, 95% CI=1.01, 1.27). Heart disease was not associated with air quality awareness. CONCLUSIONS Existing respiratory disease, but not heart disease, was associated with increased air quality awareness. These findings reveal important opportunities to raise awareness of air quality alerts and behavior changes aimed at reducing air pollution exposure among adults at risk of exacerbating respiratory and heart diseases.
Collapse
Affiliation(s)
- Maria C Mirabelli
- Air Pollution and Respiratory Health Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Tegan K Boehmer
- Health Studies Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Scott A Damon
- Air Pollution and Respiratory Health Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Kanta D Sircar
- Air Pollution and Respiratory Health Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Hilary K Wall
- Division for Heart Disease and Stroke Prevention, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Fuyuen Y Yip
- Environmental Public Health Tracking Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Hatice S Zahran
- Air Pollution and Respiratory Health Branch, Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Paul L Garbe
- Division of Environmental Hazards and Health Effects, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| |
Collapse
|
37
|
Chien LC, Guo Y, Li X, Yu HL. Considering spatial heterogeneity in the distributed lag non-linear model when analyzing spatiotemporal data. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2018; 28:13-20. [PMID: 27848934 DOI: 10.1038/jes.2016.62] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 08/12/2016] [Indexed: 06/06/2023]
Abstract
The distributed lag non-linear (DLNM) model has been frequently used in time series environmental health research. However, its functionality for assessing spatial heterogeneity is still restricted, especially in analyzing spatiotemporal data. This study proposed a solution to take a spatial function into account in the DLNM, and compared the influence with and without considering spatial heterogeneity in a case study. This research applied the DLNM to investigate non-linear lag effect up to 7 days in a case study about the spatiotemporal impact of fine particulate matter (PM2.5) on preschool children's acute respiratory infection in 41 districts of northern Taiwan during 2005 to 2007. We applied two spatiotemporal methods to impute missing air pollutant data, and included the Markov random fields to analyze district boundary data in the DLNM. When analyzing the original data without a spatial function, the overall PM2.5 effect accumulated from all lag-specific effects had a slight variation at smaller PM2.5 measurements, but eventually decreased to relative risk significantly <1 when PM2.5 increased. While analyzing spatiotemporal imputed data without a spatial function, the overall PM2.5 effect did not decrease but increased in monotone as PM2.5 increased over 20 μg/m3. After adding a spatial function in the DLNM, spatiotemporal imputed data conducted similar results compared with the overall effect from the original data. Moreover, the spatial function showed a clear and uneven pattern in Taipei, revealing that preschool children living in 31 districts of Taipei were vulnerable to acute respiratory infection. Our findings suggest the necessity of including a spatial function in the DLNM to make a spatiotemporal analysis available and to conduct more reliable and explainable research. This study also revealed the analytical impact if spatial heterogeneity is ignored.
Collapse
Affiliation(s)
- Lung-Chang Chien
- Department of Biostatistics, The University of Texas School of Public Health at San Antonio Regional Campus, San Antonio, Texas, USA
- Research to Advance Community Health Center, The University of Texas Health Science Center at San Antonio Regional Campus, San Antonio, Texas, USA
| | - Yuming Guo
- Division of Epidemiology and Biostatistics, School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - Xiao Li
- Department of Biostatistics, The University of Texas School of Public Health, Houston, Texas, USA
| | - Hwa-Lung Yu
- Department of Bioenvironmental Systems Engineering, National Taiwan University, Taipei, Taiwan
| |
Collapse
|
38
|
Raysoni AU, Stock TH, Sarnat JA, Chavez MC, Sarnat SE, Montoya T, Holguin F, Li WW. Evaluation of VOC concentrations in indoor and outdoor microenvironments at near-road schools. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 231:681-693. [PMID: 28850936 DOI: 10.1016/j.envpol.2017.08.065] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Revised: 07/19/2017] [Accepted: 08/15/2017] [Indexed: 05/06/2023]
Abstract
A 14-week air quality study, characterizing the indoor and outdoor concentrations of 18 VOCs at four El Paso, Texas elementary schools, was conducted in Spring 2010. Three schools were in an area of high traffic density and the fourth school, considered as a background school, was situated in an area affected minimally by stationary and mobile sources of air pollution. Passive samplers were deployed for monitoring and analyzed by GC/MS. Differences in the concentration profiles of the BTEX species between the high and low traffic density schools confirmed the pre-defined exposure patterns. Toluene was the predominant compound within the BTEX group and the 96-hr average outdoor concentrations varied from 1.16 to 4.25 μg/m3 across the four schools. Outdoor BTEX species were strongly correlated with each other (0.63 < r < 1.00, p < 0.05) suggesting a common source: vehicular traffic emissions. As expected, the strength of the associations between these compounds was more intense at each of the three high-exposure schools in contrast to the low-exposure school. This was further corroborated by the results obtained from the BTEX inter-species ratios (toluene: benzene and m, p- xylenes: ethylbenzene). Certain episodic events during the study period resulted in very elevated concentrations of some VOCs such as n-pentane. Indoor concentration of compounds with known indoor sources such as α -pinene, d-limonene, p-dichlorobenzene, and chloroform were generally higher than their corresponding outdoor concentrations. Cleaning agents, furniture polishes, materials used in arts and crafts activities, hot-water usage, and deodorizing cakes used in urinal pots were the likely major sources for these high indoor concentrations. Finally, retrospective assessment of average ambient BTEX concentrations over the last twenty years suggest a gradual decrement in this border region.
Collapse
Affiliation(s)
- Amit U Raysoni
- Department of Public Health Sciences, The University of Texas at El Paso, El Paso, TX 79968, USA.
| | - Thomas H Stock
- Department of Epidemiology, Human Genetics and Environmental Sciences, The University of Texas Health Science Center at Houston, School of Public Health, Houston, TX 77030, USA
| | - Jeremy A Sarnat
- Department of Environmental Health, Rollins School of Public Health at Emory University, Atlanta, GA 30322, USA
| | - Mayra C Chavez
- Department of Civil Engineering, The University of Texas at El Paso, El Paso, TX 79968, USA
| | - Stefanie Ebelt Sarnat
- Department of Environmental Health, Rollins School of Public Health at Emory University, Atlanta, GA 30322, USA
| | - Teresa Montoya
- Department of Civil Engineering, The University of Texas at El Paso, El Paso, TX 79968, USA
| | - Fernando Holguin
- University of Pittsburgh Medical Center, Pittsburgh, PA, 15213, USA
| | - Wen-Whai Li
- Department of Civil Engineering, The University of Texas at El Paso, El Paso, TX 79968, USA
| |
Collapse
|
39
|
Magzamen S, Mayer AP, Barr S, Bohren L, Dunbar B, Manning D, Reynolds SJ, Schaeffer JW, Suter J, Cross JE. A Multidisciplinary Research Framework on Green Schools: Infrastructure, Social Environment, Occupant Health, and Performance. THE JOURNAL OF SCHOOL HEALTH 2017; 87:376-387. [PMID: 28382672 DOI: 10.1111/josh.12505] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 08/15/2016] [Accepted: 08/17/2016] [Indexed: 06/07/2023]
Abstract
BACKGROUND Sustainable school buildings hold much promise to reducing operating costs, improve occupant well-being and, ultimately, teacher and student performance. However, there is a scarcity of evidence on the effects of sustainable school buildings on health and performance indicators. We sought to create a framework for a multidisciplinary research agenda that links school facilities, health, and educational outcomes. METHODS We conducted a nonsystematic review of peer review publications, government documents, organizational documents, and school climate measurement instruments. RESULTS We found that studies on the impact of physical environmental factors (air, lighting, and thermal comfort) on health and occupant performance are largely independent of research on the social climate. The current literature precludes the formation of understanding the causal relation among school facilities, social climate, occupant health, and occupant performance. CONCLUSIONS Given the average age of current school facilities in the United States, construction of new school facilities or retrofits of older facilities will be a major infrastructure investment for many municipalities over the next several decades. Multidisciplinary research that seeks to understand the impact of sustainable design on the health and performance of occupants will need to include both an environmental science and social science perspective to inform best practices and quantification of benefits that go beyond general measures of costs savings from energy efficiencies.
Collapse
Affiliation(s)
- Sheryl Magzamen
- Department of Environmental and Radiological Health Sciences, Colorado State University, 1681 Campus Delivery, Fort Collins, CO 80523-1681
| | - Adam P Mayer
- Department of Sociology, Colorado State University, 1784 Campus Delivery, Fort Collins, CO 80523-1784
| | - Stephanie Barr
- Institute for the Built Environment, Colorado State University, 1501 Campus Delivery, Fort Collins, CO 80523-1501
| | - Lenora Bohren
- Institute for the Built Environment, Colorado State University, 1501 Campus Delivery, Fort Collins, CO 80523-1501
| | - Brian Dunbar
- Institute for the Built Environment, Colorado State University, 1501 Campus Delivery, Fort Collins, CO 80523-1501
| | - Dale Manning
- Department of Agricultural and Resource Economics, Colorado State University, 1172 Campus Delivery, Fort Collins, CO 80523-1172
| | - Stephen J Reynolds
- Department of Environmental and Radiological Health Sciences, Colorado State University, 1681 Campus Delivery, Fort Collins, CO 80523-1681
| | - Joshua W Schaeffer
- Department of Environmental and Radiological Health Sciences, Colorado State University, 1681 Campus Delivery, Fort Collins, CO 80523-1681
| | - Jordan Suter
- Department of Agricultural and Resource Economics, Colorado State University, 1172 Campus Delivery, Fort Collins, CO 80523-1172
| | - Jennifer E Cross
- Department of Sociology, Colorado State University, 1784 Campus Delivery, Fort Collins, CO 80523-1784
| |
Collapse
|
40
|
Dehghani M, Keshtgar L, Javaheri MR, Derakhshan Z, Oliveri Conti G, Zuccarello P, Ferrante M. The effects of air pollutants on the mortality rate of lung cancer and leukemia. Mol Med Rep 2017; 15:3390-3397. [PMID: 28339039 DOI: 10.3892/mmr.2017.6387] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 02/07/2017] [Indexed: 11/05/2022] Open
Abstract
World Health Organization classifies air pollution as the first cause of human cancer. The present study investigated impact of air pollutants on the mortality rates of lung cancer and leukemia in Shiraz, one of the largests cities of Iran. This cross‑sectional (longitudinal) study was carried out in Shiraz. Data on six main pollutants, CO, SO2, O3, NO2, PM10 and PM2.5, were collected from Fars Environmental Protection Agency for 3,001 days starting from 1 January, 2005. Also, measures of climatic factors (temperature, humidity, and air pressure) were obtained from Shiraz Meteorological Organization. Finally, data related to number of deaths due to lung and blood cancers (leukemia) were gathered from Shiraz University Hospital. Relationship between variations of pollutant concentrations and cancers in lung and blood was investigated using statistical software R and MiniTab to perform time series analysis. Results of the present study revealed that the mortality rate of leukemia had a direct significant correlation with concentrations of nitrogen dioxide and carbon monoxide in the air (P<0.05). Therefore, special attention should be paid to sources of these pollutants and we need better management to decrease air pollutant concentrations through, e.g., using clean energy respect to fossil fuels, better management of urban traffic planning, and the improvement of public transport service and car sharing.
Collapse
Affiliation(s)
- Mansooreh Dehghani
- Research Center for Health Sciences, Department of Environmental Health, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Laila Keshtgar
- Research Center for Health Sciences, Department of Environmental Health, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Reza Javaheri
- Research Center for Health Sciences, Department of Environmental Health, School of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Derakhshan
- Environmental Science and Technology Research Center, Department of Environmental Health Engineering, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Gea Oliveri Conti
- Environmental and Food Hygiene Laboratories (LIAA), Department of Medical Sciences, Surgical and Advanced Technologies 'G.F. Ingrassia', Hygiene and Public Health, University of Catania, Catania, Italy
| | - Pietro Zuccarello
- Environmental and Food Hygiene Laboratories (LIAA), Department of Medical Sciences, Surgical and Advanced Technologies 'G.F. Ingrassia', Hygiene and Public Health, University of Catania, Catania, Italy
| | - Margherita Ferrante
- Environmental and Food Hygiene Laboratories (LIAA), Department of Medical Sciences, Surgical and Advanced Technologies 'G.F. Ingrassia', Hygiene and Public Health, University of Catania, Catania, Italy
| |
Collapse
|
41
|
Saari RK, Thompson TM, Selin NE. Human Health and Economic Impacts of Ozone Reductions by Income Group. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2017; 51:1953-1961. [PMID: 28075579 DOI: 10.1021/acs.est.6b04708] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Low-income households may be disproportionately affected by ozone pollution and ozone policy. We quantify how three factors affect the relative benefits of ozone policies with household income: (1) unequal ozone reductions; (2) policy delay; and (3) economic valuation methods. We model ozone concentrations under baseline and policy conditions across the full continental United States to estimate the distribution of ozone-related health impacts across nine income groups. We enhance an economic model to include these impacts across household income categories, and present its first application to evaluate the benefits of ozone reductions for low-income households. We find that mortality incidence rates decrease with increasing income. Modeled ozone levels yield a median of 11 deaths per 100 000 people in 2005. Proposed policy reduces these rates by 13%. Ozone reductions are highest among low-income households, which increases their relative welfare gains by up to 4% and decreases them for the rich by up to 8%. The median value of reductions in 2015 is either $30 billion (in 2006 U.S. dollars) or $1 billion if reduced mortality risks are valued with willingness-to-pay or as income from increased life expectancy. Ozone reductions were relatively twice as beneficial for the lowest- compared to the highest-income households. The valuation approach affected benefits more than a policy delay or differential ozone reductions with income.
Collapse
Affiliation(s)
| | - Tammy M Thompson
- CSU Cooperative Institute for Research in the Atmosphere , 1375 Campus Delivery, Fort Collins, Colorado 80523, United States
| | | |
Collapse
|
42
|
Thompson TM, Rausch S, Saari RK, Selin NE. Air quality co-benefits of subnational carbon policies. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2016; 66:988-1002. [PMID: 27216236 DOI: 10.1080/10962247.2016.1192071] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 05/16/2016] [Indexed: 05/19/2023]
Abstract
UNLABELLED To mitigate climate change, governments ranging from city to multi-national have adopted greenhouse gas (GHG) emissions reduction targets. While the location of GHG reductions does not affect their climate benefits, it can impact human health benefits associated with co-emitted pollutants. Here, an advanced modeling framework is used to explore how subnational level GHG targets influence air pollutant co-benefits from ground level ozone and fine particulate matter. Two carbon policy scenarios are analyzed, each reducing the same total amount of GHG emissions in the Northeast US: an economy-wide Cap and Trade (CAT) program reducing emissions from all sectors of the economy, and a Clean Energy Standard (CES) reducing emissions from the electricity sector only. Results suggest that a regional CES policy will cost about 10 times more than a CAT policy. Despite having the same regional targets in the Northeast, carbon leakage to non-capped regions varies between policies. Consequently, a regional CAT policy will result in national carbon reductions that are over six times greater than the carbon reduced by the CES in 2030. Monetized regional human health benefits of the CAT and CES policies are 844% and 185% of the costs of each policy, respectively. Benefits for both policies are thus estimated to exceed their costs in the Northeast US. The estimated value of human health co-benefits associated with air pollution reductions for the CES scenario is two times that of the CAT scenario. IMPLICATIONS In this research, an advanced modeling framework is used to determine the potential impacts of regional carbon policies on air pollution co-benefits associated with ground level ozone and fine particulate matter. Study results show that spatially heterogeneous GHG policies have the potential to create areas of air pollution dis-benefit. It is also shown that monetized human health benefits within the area covered by policy may be larger than the model estimated cost of the policy. These findings are of particular interest both as U.S. states work to develop plans to meet state-level carbon emissions reduction targets set by the EPA through the Clean Power Plan, and in the absence of comprehensive national carbon policy.
Collapse
Affiliation(s)
- Tammy M Thompson
- a MIT Joint Program on the Science and Policy of Global Change , Cambridge , MA , USA
- b Cooperative Institute for Research in the Atmosphere , Colorado State University , Fort Collins , CO , USA
| | - Sebastian Rausch
- a MIT Joint Program on the Science and Policy of Global Change , Cambridge , MA , USA
- c Department of Management , Technology, and Economics, ETH Zurich (Swiss Federal Institute of Technology) , Zurich , Switzerland
| | - Rebecca K Saari
- d Institute for Data, Systems, and Society , Massachusetts Institute of Technology , Cambridge , MA , USA
- e Department of Civil and Environmental Engineering , University of Waterloo , Waterloo , Ontario , Canada
| | - Noelle E Selin
- d Institute for Data, Systems, and Society , Massachusetts Institute of Technology , Cambridge , MA , USA
- f Department of Earth , Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology , Cambridge , MA , USA
| |
Collapse
|
43
|
Malig BJ, Pearson DL, Chang YB, Broadwin R, Basu R, Green RS, Ostro B. A Time-Stratified Case-Crossover Study of Ambient Ozone Exposure and Emergency Department Visits for Specific Respiratory Diagnoses in California (2005-2008). ENVIRONMENTAL HEALTH PERSPECTIVES 2016; 124:745-53. [PMID: 26647366 PMCID: PMC4892911 DOI: 10.1289/ehp.1409495] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 11/17/2015] [Indexed: 05/03/2023]
Abstract
BACKGROUND Studies have explored ozone's connection to asthma and total respiratory emergency department visits (EDVs) but have neglected other specific respiratory diagnoses despite hypotheses relating ozone to respiratory infections and allergic responses. OBJECTIVE We examined relationships between ozone and EDVs for respiratory visits, including specifically acute respiratory infections (ARI), asthma, pneumonia, chronic obstructive pulmonary disease (COPD), and upper respiratory tract inflammation (URTI). METHODS We conducted a multi-site time-stratified case-crossover study of ozone exposures for approximately 3.7 million respiratory EDVs from 2005 through 2008 among California residents living within 20 km of an ozone monitor. Conditional logistic regression was used to estimate associations by climate zone. Random effects meta-analysis was then applied to estimate pooled excess risks (ER). Effect modification by season, distance from the monitor and individual demographic characteristics (i.e., age, race/ethnicity, sex, and payment method), and confounding by other gaseous air pollutants were also investigated. Meta-regression was utilized to explore how climate zone-level meteorological, demographic, and regional differences influenced estimates. RESULTS We observed ozone-associated increases in all respiratory, asthma, and ARI visits, which were slightly larger in the warm season [asthma ER per 10-ppb increase in mean of same and previous 3 days ozone exposure (lag03) = 2.7%, 95% CI: 1.5, 3.9; ARI ERlag03 = 1.4%, 95% CI: 0.8, 1.9]. EDVs for pneumonia, COPD, and URTI were also significantly associated with ozone exposure over the whole year, but typically more consistently so during the warm season. CONCLUSIONS Short-term ozone exposures among California residents living near an ozone monitor were positively associated with EDVs for asthma, ARI, pneumonia, COPD, and URTI from 2005 through 2008. Those associations were typically larger and more consistent during the warm season. Our findings suggest that these outcomes should be considered when evaluating the potential health benefits of reducing ozone concentrations. CITATION Malig BJ, Pearson DL, Chang YB, Broadwin R, Basu R, Green RS, Ostro B. 2016. A time-stratified case-crossover study of ambient ozone exposure and emergency department visits for specific respiratory diagnoses in California (2005-2008). Environ Health Perspect 124:745-753; http://dx.doi.org/10.1289/ehp.1409495.
Collapse
Affiliation(s)
- Brian J. Malig
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
- Address correspondence to B.J. Malig, Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, 1515 Clay St., 16th Floor, Oakland, CA 94611 USA. Telephone: (510) 622-3200. E-mail:
| | - Dharshani L. Pearson
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
| | - Yun Brenda Chang
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Rachel Broadwin
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
| | - Rupa Basu
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
| | - Rochelle S. Green
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
| | - Bart Ostro
- Air and Climate Epidemiology Section, California Office of Environmental Health Hazard Assessment, Oakland, California, USA
| |
Collapse
|
44
|
Webb E, Hays J, Dyrszka L, Rodriguez B, Cox C, Huffling K, Bushkin-Bedient S. Potential hazards of air pollutant emissions from unconventional oil and natural gas operations on the respiratory health of children and infants. REVIEWS ON ENVIRONMENTAL HEALTH 2016; 31:225-243. [PMID: 27171386 DOI: 10.1515/reveh-2014-0070] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2014] [Accepted: 02/08/2016] [Indexed: 06/05/2023]
Abstract
Research on air pollutant emissions associated with unconventional oil and gas (UOG) development has grown significantly in recent years. Empirical investigations have focused on the identification and measurement of oil and gas air pollutants [e.g. volatile organic compounds (VOCs), particulate matter (PM), methane] and the influence of UOG on local and regional ambient air quality (e.g. tropospheric ozone). While more studies to better characterize spatial and temporal trends in exposure among children and newborns near UOG sites are needed, existing research suggests that exposure to air pollutants emitted during lifecycle operations can potentially lead to adverse respiratory outcomes in this population. Children are known to be at a greater risk from exposure to air pollutants, which can impair lung function and neurodevelopment, or exacerbate existing conditions, such as asthma, because the respiratory system is particularly vulnerable during development in-utero, the postnatal period, and early childhood. In this article, we review the literature relevant to respiratory risks of UOG on infants and children. Existing epidemiology studies document the impact of air pollutant exposure on children in other contexts and suggest impacts near UOG. Research is sparse on long-term health risks associated with frequent acute exposures - especially in children - hence our interpretation of these findings may be conservative. Many data gaps remain, but existing data support precautionary measures to protect the health of infants and children.
Collapse
|
45
|
Grineski SE, Clark-Reyna SE, Collins TW. School-based exposure to hazardous air pollutants and grade point average: A multi-level study. ENVIRONMENTAL RESEARCH 2016; 147:164-71. [PMID: 26875067 PMCID: PMC4821756 DOI: 10.1016/j.envres.2016.02.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 01/29/2016] [Accepted: 02/03/2016] [Indexed: 05/20/2023]
Abstract
The problem of environmental health hazards around schools is serious but it has been neglected by researchers and analysts. This is concerning because children are highly susceptible to the effects of chemical hazards. Some ecological studies have demonstrated that higher school-level pollution is associated with lower aggregate school-level standardized test scores likely, related to increased respiratory illnesses and/or impaired cognitive development. However, an important question remains unexamined: How do school-level exposures impact individual children's academic performance? To address this, we obtained socio-demographic and grades data from the parents of 1888 fourth and fifth grade children in the El Paso (Texas, USA) Independent School District in 2012. El Paso is located on the US-side of the Mexican border and has a majority Mexican-origin population. School-based hazardous air pollution (HAP) exposure was calculated using census block-level US Environmental Protection Agency National Air Toxics Assessment risk estimates for respiratory and diesel particulate matter (PM). School-level demographics were obtained from the school district. Multi-level models adjusting for individual-level covariates (e.g., age, sex, race/ethnicity, English proficiency, and economic deprivation) and school-level covariates (e.g., percent of students economically disadvantaged and student-teacher ratio) showed that higher school-level HAPs were associated with lower individual-level grade point averages. An interquartile range increase in school-level HAP exposure was associated with an adjusted 0.11-0.40 point decrease in individual students' grade point averages (GPAs), depending on HAP type and emission source. Respiratory risk from HAPs had a larger effect on GPA than did diesel PM risk. Non-road mobile and total respiratory risk had the largest effects on children's GPA of all HAP variables studied and only mother's level of education had a larger effect than those two variables on children's GPA. The five school-level demographic indicators were only weakly associated with GPA. The study findings indicate the need for regulations on school siting and adjacent land uses to protect children's environmental health.
Collapse
Affiliation(s)
- Sara E Grineski
- Department of Sociology and Anthropology, University of Texas at El Paso, 500 West University Avenue, El Paso, TX 79902, USA.
| | - Stephanie E Clark-Reyna
- Department of Sociology and Anthropology, University of Texas at El Paso, 500 West University Avenue, El Paso, TX 79902, USA.
| | - Timothy W Collins
- Department of Sociology and Anthropology, University of Texas at El Paso, 500 West University Avenue, El Paso, TX 79902, USA.
| |
Collapse
|
46
|
Hales NM, Barton CC, Ransom MR, Allen RT, Pope CA. A Quasi-Experimental Analysis of Elementary School Absences and Fine Particulate Air Pollution. Medicine (Baltimore) 2016; 95:e2916. [PMID: 26945391 PMCID: PMC4782875 DOI: 10.1097/md.0000000000002916] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Fine particulate air pollution (PM2.5) has been associated with many adverse health outcomes including school absences. Specifically, a previous study in the Utah Valley area, conducted during a time with relatively high air pollution exposure, found significant positive correlations between school absences and air pollution. We examined the hypothesis that ambient PM2.5 exposures are associated with elementary school absences using a quasi-natural experiment to help control for observed and unobserved structural factors that influence school absences. The Alpine, Provo, and Salt Lake City school districts are located in valleys subject to daily mean PM2.5 concentrations almost twice as high as those in the Park City School District. We used seminonparametric generalized additive Poisson regression models to evaluate associations between absences and daily PM2.5 levels in the 3 districts that were exposed to the most pollution while using Park City absences as a quasi-control. The study covered 3 school years (2011/12-2013/14). School absences were most strongly associated with observed structural factors such as seasonal trends across school years, day-of-week effects, holiday effects, weather, etc. However, after controlling for these structural factors directly and using a control district, a 10 μg/m increase in PM2.5 was associated with an approximately 1.7% increase in daily elementary school absences. Exposure to ambient air pollution can contribute to elementary school absences, although this effect is difficult to disentangle from various other factors.
Collapse
Affiliation(s)
- Nicholas M Hales
- From the Department of Economics, Brigham Young University, Provo, UT
| | | | | | | | | |
Collapse
|
47
|
Adar SD, D'Souza J, Sheppard L, Kaufman JD, Hallstrand TS, Davey ME, Sullivan JR, Jahnke J, Koenig J, Larson TV, Liu LJS. Adopting Clean Fuels and Technologies on School Buses. Pollution and Health Impacts in Children. Am J Respir Crit Care Med 2015; 191:1413-21. [PMID: 25867003 DOI: 10.1164/rccm.201410-1924oc] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
RATIONALE More than 25 million American children breathe polluted air on diesel school buses. Emission reduction policies exist, but the health impacts to individual children have not been evaluated. METHODS Using a natural experiment, we characterized the exposures and health of 275 school bus riders before, during, and after the adoption of clean technologies and fuels between 2005 and 2009. Air pollution was measured during 597 trips on 188 school buses. Repeated measures of exhaled nitric oxide (FeNO), lung function (FEV1, FVC), and absenteeism were also collected monthly (1,768 visits). Mixed-effects models longitudinally related the adoption of diesel oxidation catalysts (DOCs), closed crankcase ventilation systems (CCVs), ultralow-sulfur diesel (ULSD), or biodiesel with exposures and health. MEASUREMENTS AND MAIN RESULTS Fine and ultrafine particle concentrations were 10-50% lower on buses using ULSD, DOCs, and/or CCVs. ULSD adoption was also associated with reduced FeNO (-16% [95% confidence interval (CI), -21 to -10%]), greater changes in FVC and FEV1 (0.02 [95% CI, 0.003 to 0.05] and 0.01 [95% CI, -0.006 to 0.03] L/yr, respectively), and lower absenteeism (-8% [95% CI, -16.0 to -0.7%]), with stronger associations among patients with asthma. DOCs, and to a lesser extent CCVs, also were associated with improved FeNO, FVC growth, and absenteeism, but these findings were primarily restricted to patients with persistent asthma and were often sensitive to control for ULSD. No health benefits were noted for biodiesel. Extrapolating to the U.S. population, changed fuel/technologies likely reduced absenteeism by more than 14 million/yr. CONCLUSIONS National and local diesel policies appear to have reduced children's exposures and improved health.
Collapse
Affiliation(s)
- Sara D Adar
- 1 Department of Epidemiology, University of Michigan, Ann Arbor, Michigan
| | - Jennifer D'Souza
- 1 Department of Epidemiology, University of Michigan, Ann Arbor, Michigan
| | - Lianne Sheppard
- 2 Department of Environmental and Occupational Health Sciences.,3 Department of Biostatistics
| | - Joel D Kaufman
- 2 Department of Environmental and Occupational Health Sciences.,4 Department of Medicine, and.,5 Department of Epidemiology, University of Washington, Seattle, Washington
| | | | - Mark E Davey
- 6 Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland
| | | | - Jordan Jahnke
- 7 Department of Biostatistics, University of Michigan, Ann Arbor, Michigan; and
| | - Jane Koenig
- 2 Department of Environmental and Occupational Health Sciences
| | - Timothy V Larson
- 2 Department of Environmental and Occupational Health Sciences.,8 Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington
| | - L J Sally Liu
- 2 Department of Environmental and Occupational Health Sciences.,6 Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland
| |
Collapse
|
48
|
Lurmann F, Avol E, Gilliland F. Emissions reduction policies and recent trends in Southern California's ambient air quality. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2015; 65:324-35. [PMID: 25947128 PMCID: PMC5737709 DOI: 10.1080/10962247.2014.991856] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
UNLABELLED To assess accountability and effectiveness of air regulatory policies, we reviewed more than 20 years of monitoring data, emissions estimates, and regulatory policies across several southern California communities participating in a long-term study of children's health. Between 1994 and 2011, air quality improved for NO2 and PM2.5 in virtually all the monitored communities. Average NO2 declined 28% to 53%, and PM2.5 decreased 13% to 54%. Year-to-year PM2.5 variability at lower pollution sites was large compared to changes in long-term trends. PM10 and O3 decreases were largest in communities that were initially among the most polluted. Trends in annual average NO2, PM2.5, and PM10 concentrations in higher pollution communities were generally consistent with NOx, ROG, SOx, PM2.5, and PM10 emissions decreases. Reductions observed at one of the higher PM2.5 sites, Mira Loma, were generally within the range expected from reductions observed in ROG, NOx, SOx, and PM2.5 emissions. Despite a 38% increase in regional motor vehicle activity, vigorous economic growth, and a 30% population increase, total estimated emissions of NOx, ROG, SOx, PM2.5, and PM10 decreased by 54%, 65%, 40%, 21%, and 15%, respectively, during the 20-year time period. Emission control strategies in California have achieved dramatic reductions in ambient NO2, O3, PM2.5, and PM10. However, additional reductions will still be needed to achieve current health-based clean air standards. IMPLICATIONS For many cities facing the challenge of reducing air pollution to meet health-based standards, the emission control policies and pollution reduction programs adopted in southern California should serve as an example of the potential success of aggressive, comprehensive, and integrated approaches. Policies targeting on-road mobile emissions were the single most important element for observed improvements in the Los Angeles region. However, overall program success was the result of a much broader approach designed to achieve emission reductions across all major pollutants and emissions categories.
Collapse
Affiliation(s)
- Fred Lurmann
- a Sonoma Technology, Incorporated , Petaluma , CA , USA
| | | | | |
Collapse
|
49
|
Chen Z, Salam MT, Eckel SP, Breton CV, Gilliland FD. Chronic effects of air pollution on respiratory health in Southern California children: findings from the Southern California Children's Health Study. J Thorac Dis 2015; 7:46-58. [PMID: 25694817 DOI: 10.3978/j.issn.2072-1439.2014.12.20] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 11/20/2014] [Indexed: 01/05/2023]
Abstract
Outdoor air pollution is one of the leading contributors to adverse respiratory health outcomes in urban areas around the world. Children are highly sensitive to the adverse effects of air pollution due to their rapidly growing lungs, incomplete immune and metabolic functions, patterns of ventilation and high levels of outdoor activity. The Children's Health Study (CHS) is a continuing series of longitudinal studies that first began in 1993 and has focused on demonstrating the chronic impacts of air pollution on respiratory illnesses from early childhood through adolescence. A large body of evidence from the CHS has documented that exposures to both regional ambient air and traffic-related pollutants are associated with increased asthma prevalence, new-onset asthma, risk of bronchitis and wheezing, deficits of lung function growth, and airway inflammation. These associations may be modulated by key genes involved in oxidative-nitrosative stress pathways via gene-environment interactions. Despite successful efforts to reduce pollution over the past 40 years, air pollution at the current levels still brings many challenges to public health. To further ameliorate adverse health effects attributable to air pollution, many more toxic pollutants may require regulation and control of motor vehicle emissions and other combustion sources may need to be strengthened. Individual interventions based on personal susceptibility may be needed to protect children's health while control measures are being implemented.
Collapse
Affiliation(s)
- Zhanghua Chen
- 1 Department of Preventive Medicine, Division of Environmental Health, 2 Department of Preventive Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Muhammad T Salam
- 1 Department of Preventive Medicine, Division of Environmental Health, 2 Department of Preventive Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Sandrah P Eckel
- 1 Department of Preventive Medicine, Division of Environmental Health, 2 Department of Preventive Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Carrie V Breton
- 1 Department of Preventive Medicine, Division of Environmental Health, 2 Department of Preventive Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Frank D Gilliland
- 1 Department of Preventive Medicine, Division of Environmental Health, 2 Department of Preventive Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90032, USA
| |
Collapse
|
50
|
Nowak DJ, Hirabayashi S, Bodine A, Greenfield E. Tree and forest effects on air quality and human health in the United States. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2014; 193:119-129. [PMID: 25016465 DOI: 10.1016/j.envpol.2014.05.028] [Citation(s) in RCA: 257] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2013] [Revised: 05/18/2014] [Accepted: 05/26/2014] [Indexed: 05/18/2023]
Abstract
Trees remove air pollution by the interception of particulate matter on plant surfaces and the absorption of gaseous pollutants through the leaf stomata. However, the magnitude and value of the effects of trees and forests on air quality and human health across the United States remains unknown. Computer simulations with local environmental data reveal that trees and forests in the conterminous United States removed 17.4 million tonnes (t) of air pollution in 2010 (range: 9.0-23.2 million t), with human health effects valued at 6.8 billion U.S. dollars (range: $1.5-13.0 billion). This pollution removal equated to an average air quality improvement of less than one percent. Most of the pollution removal occurred in rural areas, while most of the health impacts and values were within urban areas. Health impacts included the avoidance of more than 850 incidences of human mortality and 670,000 incidences of acute respiratory symptoms.
Collapse
Affiliation(s)
- David J Nowak
- USDA Forest Service, 5 Moon Library, SUNY-ESF, Syracuse, NY 13210, USA.
| | | | - Allison Bodine
- The Davey Institute, 5 Moon Library, SUNY-ESF, Syracuse, NY 13210, USA
| | - Eric Greenfield
- USDA Forest Service, 5 Moon Library, SUNY-ESF, Syracuse, NY 13210, USA
| |
Collapse
|