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Pillarisetti A, Ye W, Balakrishnan K, Rosa G, Díaz-Artiga A, Underhill LJ, Steenland K, Peel JL, Kirby MA, McCracken J, Waller L, Chang H, Wang J, Dusabimana E, Ndagijimana F, Sambandam S, Mukhopadhyay K, Kearns KA, Campbell D, Kremer J, Rosenthal J, Ghosh A, Clark M, Checkley W, Clasen T, Naeher L, Piedrahita R, Johnson M. Post-birth exposure contrasts for children during the Household Air Pollution Intervention Network randomized controlled trial. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.04.23292226. [PMID: 37461598 PMCID: PMC10350133 DOI: 10.1101/2023.07.04.23292226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]
Abstract
Exposure to household air pollution is a leading cause of ill-health globally. The Household Air Pollution Intervention Network (HAPIN) randomized controlled trial evaluated the impact of a free liquefied petroleum gas stove and fuel intervention on birth outcomes and maternal and child health. As part of HAPIN, an extensive exposure assessment was conducted. Here, we report on PM 2.5 and CO exposures of young children (≤ 15 months old) reconstructed using a Bluetooth-beacon based time-activity monitoring system coupled with microenvironmental pollutant monitors. Median (IQR) exposures to PM 2.5 were 65.1 (33 - 128.2) µg/m 3 in the control group and 22.9 (17.2 - 35.3) µg/m3 in the intervention group; for CO, median (IQR) exposures were 1.1 (0.3 - 2.9) ppm and 0.2 (0 - 0.7) ppm for control and intervention group, respectively. Exposure reductions were stable over time and consistent with previous findings for the children's mothers. In the intervention group, 75% of children's reconstructed exposures were below the WHO interim target guideline value of 35 µg/m 3 , while 26% were below the standard in the control group. Our findings suggest that an LPG fuel and stove intervention can substantially reduce children's exposure to household air pollution.
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Liao J, McCracken JP, Piedrahita R, Thompson L, Mollinedo E, Canuz E, De Léon O, Díaz-Artiga A, Johnson M, Clark M, Pillarisetti A, Kearns K, Naeher L, Steenland K, Checkley W, Peel J, Clasen TF. The use of bluetooth low energy Beacon systems to estimate indirect personal exposure to household air pollution. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2020; 30:990-1000. [PMID: 31558836 PMCID: PMC7325654 DOI: 10.1038/s41370-019-0172-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 07/09/2019] [Accepted: 07/25/2019] [Indexed: 05/05/2023]
Abstract
Household air pollution (HAP) generated from solid fuel combustion is a major health risk. Direct measurement of exposure to HAP is burdensome and challenging, particularly for children. In a pilot study of the Household Air Pollution Intervention Network (HAPIN) trial in rural Guatemala, we evaluated an indirect exposure assessment method that employs fixed continuous PM2.5 monitors, Bluetooth signal receivers in multiple microenvironments (kitchen, sleeping area and outdoor patio), and a wearable signal emitter to track an individual's time within those microenvironments. Over a four-month period, we measured microenvironmental locations and reconstructed indirect PM2.5 exposures for women and children during two 24-h periods before and two periods after a liquefied petroleum gas (LPG) stove and fuel intervention delivered to 20 households cooking with woodstoves. Women wore personal PM2.5 monitors to compare direct with indirect exposure measurements. Indirect exposure measurements had high correlation with direct measurements (n = 62, Spearman ρ = 0.83, PM2.5 concentration range: 5-528 µg/m3). Indirect exposure had better agreement with direct exposure measurements (bias: -17 µg/m3) than did kitchen area measurements (bias: -89 µg/m3). Our findings demonstrate that indirect exposure reconstruction is a feasible approach to estimate personal exposure when direct assessment is not possible.
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Affiliation(s)
- Jiawen Liao
- Department of Environmental Health, Emory University, Atlanta, GA, USA.
| | - John P McCracken
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | | | - Lisa Thompson
- Department of Environmental Health, Emory University, Atlanta, GA, USA
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| | - Erick Mollinedo
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Eduardo Canuz
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Oscar De Léon
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Anaité Díaz-Artiga
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | | | - Maggie Clark
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
| | - Ajay Pillarisetti
- Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA
| | - Katherine Kearns
- College of Public Health, University of Georgia, Athens, GA, USA
| | - Luke Naeher
- College of Public Health, University of Georgia, Athens, GA, USA
| | - Kyle Steenland
- Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - William Checkley
- Division of Pulmonary and Critical Care, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Center for Global Non-Communicable Diseases, Johns Hopkins University, Baltimore, MD, USA
| | - Jennifer Peel
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
| | - Thomas F Clasen
- Department of Environmental Health, Emory University, Atlanta, GA, USA
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Attributing Air Pollutant Exposure to Emission Sources with Proximity Sensing. ATMOSPHERE 2019. [DOI: 10.3390/atmos10070395] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Biomass burning for home energy use contributes to negative health outcomes and environmental degradation. As part of the REACCTING study (Research on Emissions, Air quality, Climate, and Cooking Technologies in Northern Ghana), personal exposure to carbon monoxide (CO) was measured to gauge the effects of introducing two different cookstove types over four intervention groups. A novel Bluetooth Low-Energy (BLE) Beacon system was deployed on a subset of those CO measurement periods to estimate participants’ distances to their most-used cooking areas during the sampling periods. In addition to presenting methods and validation for the BLE Beacon system, here we present pollution exposure assessment modeling results using two different approaches, in which time-activity (proximity) data is used to: (1) better understand exposure and behaviors within and away from homes; and (2) predict personal exposure via microenvironment air quality measurements. Model fits were improved in both cases, demonstrating the benefits of the proximity measurements.
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Dickinson KL, Dalaba M, Brown ZS, Alirigia R, Coffey ER, Mesenbring E, Achazanaga M, Agao D, Ali M, Kanyomse E, Awaregya J, Adagenera CA, Aburiya JBA, Gubilla B, Oduro AR, Hannigan MP. Prices, peers, and perceptions (P3): study protocol for improved biomass cookstove project in northern Ghana. BMC Public Health 2018; 18:1209. [PMID: 30373560 PMCID: PMC6206711 DOI: 10.1186/s12889-018-6116-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 10/12/2018] [Indexed: 11/10/2022] Open
Abstract
Background Despite their potential health and social benefits, adoption and use of improved cookstoves has been low throughout much of the world. Explanations for low adoption rates of these technologies include prices that are not affordable for the target populations, limited opportunities for households to learn about cookstoves through peers, and perceptions that these technologies are not appropriate for local cooking needs. The P3 project employs a novel experimental design to explore each of these factors and their interactive effects on cookstove demand, adoption, use and exposure outcomes. Methods The P3 study is being conducted in the Kassena-Nankana Districts of Northern Ghana. Leveraging an earlier improved cookstove study that was conducted in this area, the central design of the P3 biomass stove experiment involves offering stoves at randomly varying prices to peers and non-peers of households that had previously received stoves for free. Using household surveys, electronic stove use monitors, and low-cost, portable monitoring equipment, we measure how prices and peers’ experience affect perceptions of stove quality, the decision to purchase a stove, use of improved and traditional stoves over time, and personal exposure to air pollutants from the stoves. Discussion The challenges that public health and development communities have faced in spreading adoption of potentially welfare-enhancing technologies, like improved cookstoves, have highlighted the need for interdisciplinary, multisectoral approaches. The design of the P3 project draws on economic theory, public health practice, engineering, and environmental sciences, to more fully grasp the drivers and barriers to expanding access to and uptake of cleaner stoves. Our partnership between academic institutions, in the US and Ghana, and a local environmental non-governmental organization creates unique opportunities to disseminate and scale up lessons learned. Trial registration ClinicalTrials.gov NCT03617952 7/31/18 (Retrospectively Registered). Electronic supplementary material The online version of this article (10.1186/s12889-018-6116-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Katherine L Dickinson
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, 13001 E 17th Pl, Aurora, CO, 80045, USA.
| | - Maxwell Dalaba
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Zachary S Brown
- North Carolina State University, Campus Box 8109, 2801 Founders Drive, Raleigh, NC, 27695, USA
| | - Rex Alirigia
- University of Colorado Boulder, College of Engineering and Applied Science, 1111 Engineering Drive, 422 UCB, Boulder, CO, 80309-0422, USA
| | - Evan R Coffey
- University of Colorado Boulder, College of Engineering and Applied Science, 1111 Engineering Drive, 422 UCB, Boulder, CO, 80309-0422, USA
| | - Elise Mesenbring
- University of Colorado Boulder, College of Engineering and Applied Science, 1111 Engineering Drive, 422 UCB, Boulder, CO, 80309-0422, USA.,Organisation for Indigenous Initiatives and Sustainability Ghana, Post Office Box 1, Page, U.E, Navrongo, Ghana
| | - Manies Achazanaga
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Desmond Agao
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Moro Ali
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Ernest Kanyomse
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Julius Awaregya
- Organisation for Indigenous Initiatives and Sustainability Ghana, Post Office Box 1, Page, U.E, Navrongo, Ghana
| | - Clifford Amoah Adagenera
- Organisation for Indigenous Initiatives and Sustainability Ghana, Post Office Box 1, Page, U.E, Navrongo, Ghana
| | - John Bosco A Aburiya
- Organisation for Indigenous Initiatives and Sustainability Ghana, Post Office Box 1, Page, U.E, Navrongo, Ghana
| | - Bernard Gubilla
- Organisation for Indigenous Initiatives and Sustainability Ghana, Post Office Box 1, Page, U.E, Navrongo, Ghana
| | - Abraham Rexford Oduro
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana
| | - Michael P Hannigan
- University of Colorado Boulder, College of Engineering and Applied Science, 1111 Engineering Drive, 422 UCB, Boulder, CO, 80309-0422, USA
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Small, Smart, Fast, and Cheap: Microchip-Based Sensors to Estimate Air Pollution Exposures in Rural Households. SENSORS 2017; 17:s17081879. [PMID: 28812989 PMCID: PMC5579926 DOI: 10.3390/s17081879] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 08/05/2017] [Accepted: 08/11/2017] [Indexed: 11/17/2022]
Abstract
Over the last 20 years, the Kirk R. Smith research group at the University of California Berkeley—in collaboration with Electronically Monitored Ecosystems, Berkeley Air Monitoring Group, and other academic institutions—has developed a suite of relatively inexpensive, rugged, battery-operated, microchip-based devices to quantify parameters related to household air pollution. These devices include two generations of particle monitors; data-logging temperature sensors to assess time of use of household energy devices; a time-activity monitoring system using ultrasound; and a CO2-based tracer-decay system to assess ventilation rates. Development of each system involved numerous iterations of custom hardware, software, and data processing and visualization routines along with both lab and field validation. The devices have been used in hundreds of studies globally and have greatly enhanced our understanding of heterogeneous household air pollution (HAP) concentrations and exposures and factors influencing them.
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Dickinson KL, Kanyomse E, Piedrahita R, Coffey E, Rivera IJ, Adoctor J, Alirigia R, Muvandimwe D, Dove M, Dukic V, Hayden MH, Diaz-Sanchez D, Abisiba AV, Anaseba D, Hagar Y, Masson N, Monaghan A, Titiati A, Steinhoff DF, Hsu YY, Kaspar R, Brooks B, Hodgson A, Hannigan M, Oduro AR, Wiedinmyer C. Research on Emissions, Air quality, Climate, and Cooking Technologies in Northern Ghana (REACCTING): study rationale and protocol. BMC Public Health 2015; 15:126. [PMID: 25885780 PMCID: PMC4336492 DOI: 10.1186/s12889-015-1414-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 01/14/2015] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Cooking over open fires using solid fuels is both common practice throughout much of the world and widely recognized to contribute to human health, environmental, and social problems. The public health burden of household air pollution includes an estimated four million premature deaths each year. To be effective and generate useful insight into potential solutions, cookstove intervention studies must select cooking technologies that are appropriate for local socioeconomic conditions and cooking culture, and include interdisciplinary measurement strategies along a continuum of outcomes. METHODS/DESIGN REACCTING (Research on Emissions, Air quality, Climate, and Cooking Technologies in Northern Ghana) is an ongoing interdisciplinary randomized cookstove intervention study in the Kassena-Nankana District of Northern Ghana. The study tests two types of biomass burning stoves that have the potential to meet local cooking needs and represent different "rungs" in the cookstove technology ladder: a locally-made low-tech rocket stove and the imported, highly efficient Philips gasifier stove. Intervention households were randomized into four different groups, three of which received different combinations of two improved stoves, while the fourth group serves as a control for the duration of the study. Diverse measurements assess different points along the causal chain linking the intervention to final outcomes of interest. We assess stove use and cooking behavior, cooking emissions, household air pollution and personal exposure, health burden, and local to regional air quality. Integrated analysis and modeling will tackle a range of interdisciplinary science questions, including examining ambient exposures among the regional population, assessing how those exposures might change with different technologies and behaviors, and estimating the comparative impact of local behavior and technological changes versus regional climate variability and change on local air quality and health outcomes. DISCUSSION REACCTING is well-poised to generate useful data on the impact of a cookstove intervention on a wide range of outcomes. By comparing different technologies side by side and employing an interdisciplinary approach to study this issue from multiple perspectives, this study may help to inform future efforts to improve health and quality of life for populations currently relying on open fires for their cooking needs.
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Affiliation(s)
- Katherine L Dickinson
- National Center for Atmospheric Research, PO Box 3000, Boulder, CO, 80307, USA.
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Ernest Kanyomse
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
| | | | - Evan Coffey
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Isaac J Rivera
- National Center for Atmospheric Research, PO Box 3000, Boulder, CO, 80307, USA.
| | - James Adoctor
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
| | - Rex Alirigia
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
| | | | - MacKenzie Dove
- Relief International, 5455 Wilshire Blvd., Suite 1280, Los Angeles, CA, 90036, USA.
| | - Vanja Dukic
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Mary H Hayden
- National Center for Atmospheric Research, PO Box 3000, Boulder, CO, 80307, USA.
| | - David Diaz-Sanchez
- EPA Human Studies Facility, 104 Mason Farm Road, Chapel Hill, NC, 27514-4512, USA.
| | - Adoctor Victor Abisiba
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
| | - Dominic Anaseba
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
| | - Yolanda Hagar
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Nicholas Masson
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Andrew Monaghan
- National Center for Atmospheric Research, PO Box 3000, Boulder, CO, 80307, USA.
| | - Atsu Titiati
- Relief International, 5455 Wilshire Blvd., Suite 1280, Los Angeles, CA, 90036, USA.
| | - Daniel F Steinhoff
- National Center for Atmospheric Research, PO Box 3000, Boulder, CO, 80307, USA.
| | - Yueh-Ya Hsu
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Rachael Kaspar
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Bre'Anna Brooks
- University of Colorado - Boulder, Boulder, CO, 80309-0427, USA.
| | - Abraham Hodgson
- Ghana Health Service, Private Mail Bag, Ministries, Accra, Ghana.
| | | | - Abraham Rexford Oduro
- Navrongo Health Research Centre, Behind Navrongo War Memorial Hospital, Navrongo, Ghana.
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Steinle S, Reis S, Sabel CE. Quantifying human exposure to air pollution--moving from static monitoring to spatio-temporally resolved personal exposure assessment. THE SCIENCE OF THE TOTAL ENVIRONMENT 2013; 443:184-193. [PMID: 23183229 DOI: 10.1016/j.scitotenv.2012.10.098] [Citation(s) in RCA: 207] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Revised: 10/30/2012] [Accepted: 10/30/2012] [Indexed: 05/21/2023]
Abstract
Quantifying human exposure to air pollutants is a challenging task. Ambient concentrations of air pollutants at potentially harmful levels are ubiquitous in urban areas and subject to high spatial and temporal variability. At the same time, every individual has unique activity-patterns. Exposure results from multifaceted relationships and interactions between environmental and human systems, adding complexity to the assessment process. Traditionally, approaches to quantify human exposure have relied on pollutant concentrations from fixed air quality network sites and static population distributions. New developments in sensor technology now enable us to monitor personal exposure to air pollutants directly while people are moving through their activity spaces and varying concentration fields. The literature review on which this paper is based on reflects recent developments in the assessment of human exposure to air pollution. This includes the discussion of methodologies and concepts, and the elaboration of approaches and study designs applied in the field. We identify shortcomings of current approaches and discuss future research needs. We close by proposing a novel conceptual model for the integrated assessment of human exposure to air pollutants taking into account latest technological capabilities and contextual information.
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Affiliation(s)
- Susanne Steinle
- Centre for Ecology & Hydrology (CEH), Bush Estate, Penicuik, Midlothian, EH26 0QB, United Kingdom.
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Clasen T, Fabini D, Boisson S, Taneja J, Song J, Aichinger E, Bui A, Dadashi S, Schmidt WP, Burt Z, Nelson KL. Making sanitation count: developing and testing a device for assessing latrine use in low-income settings. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2012; 46:3295-3303. [PMID: 22321123 DOI: 10.1021/es2036702] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
While efforts are underway to expand latrine coverage to an estimated 2.6 billion people who lack access to improved sanitation, there is evidence that actual use of latrines is suboptimal, limiting the potential health and environmental gains from containment of human excreta. We developed a passive latrine use monitor (PLUM) and compared its ability to measure latrine activity with structured observation. Each PLUM consisted of a passive infrared motion detector, microcontroller, data storage card, and batteries mounted in a small plastic housing that was positioned inside the latrine. During a field trial in Orissa, India, with ∼115 households, the number of latrine events measured by the PLUMs was in good agreement with that measured by trained observers during 5 h of structured observation per device per week. A significant finding was that the presence of a human observer was associated with a statistically significant increase in the number of latrine events, i.e., the users modified their behavior in response to the observer. Another advantage of the PLUM was the ability to measure activity continuously for an entire week. A shortcoming of the PLUM was the inability to separate latrine events that occurred in immediate succession, leading to possible undercounting during high-traffic periods. The PLUM is a promising technology that can provide detailed measures of latrine use to improve the understanding of sanitation behaviors and how to modify them and for assessing the intended health, livelihood, and environmental benefits of improved sanitation.
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Affiliation(s)
- Thomas Clasen
- Department of Disease Control, London School of Hygiene and Tropical Medicine, London WC1E 7HT, United Kingdom
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