Sherrie Xie, Jessica R Meeker, Luzmercy Perez, Whitney Eriksen, Anna Localio, Hami Park, Alicia Jen, Madison Goldstein, Akua F Temeng, Sarai M Morales, Colin Christie, Rebecca E Greenblatt, Frances K Barg, Andrea J Apter, Blanca E Himes
{"title":"用传感器监测个人空气污染暴露用于哮喘自我管理的可行性和可接受性。","authors":"Sherrie Xie, Jessica R Meeker, Luzmercy Perez, Whitney Eriksen, Anna Localio, Hami Park, Alicia Jen, Madison Goldstein, Akua F Temeng, Sarai M Morales, Colin Christie, Rebecca E Greenblatt, Frances K Barg, Andrea J Apter, Blanca E Himes","doi":"10.1186/s40733-021-00079-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Exposure to fine particulate matter (PM<sub>2.5</sub>) increases the risk of asthma exacerbations, and thus, monitoring personal exposure to PM<sub>2.5</sub> may aid in disease self-management. Low-cost, portable air pollution sensors offer a convenient way to measure personal pollution exposure directly and may improve personalized monitoring compared with traditional methods that rely on stationary monitoring stations. We aimed to understand whether adults with asthma would be willing to use personal sensors to monitor their exposure to air pollution and to assess the feasibility of using sensors to measure real-time PM<sub>2.5</sub> exposure.</p><p><strong>Methods: </strong>We conducted semi-structured interviews with 15 adults with asthma to understand their willingness to use a personal pollution sensor and their privacy preferences with regard to sensor data. Student research assistants used HabitatMap AirBeam devices to take PM<sub>2.5</sub> measurements at 1-s intervals while walking in Philadelphia neighborhoods in May-August 2018. AirBeam PM<sub>2.5</sub> measurements were compared to concurrent measurements taken by three nearby regulatory monitors.</p><p><strong>Results: </strong>All interview participants stated that they would use a personal air pollution sensor, though the consensus was that devices should be small (watch- or palm-sized) and light. Patients were generally unconcerned about privacy or sharing their GPS location, with only two stating they would not share their GPS location under any circumstances. PM<sub>2.5</sub> measurements were taken using AirBeam sensors on 34 walks that extended through five Philadelphia neighborhoods. The range of sensor PM<sub>2.5</sub> measurements was 0.6-97.6 μg/mL (mean 6.8 μg/mL), compared to 0-22.6 μg/mL (mean 9.0 μg/mL) measured by nearby regulatory monitors. Compared to stationary measurements, which were only available as 1-h integrated averages at discrete monitoring sites, sensor measurements permitted characterization of fine-scale fluctuations in PM<sub>2.5</sub> levels over time and space.</p><p><strong>Conclusions: </strong>Patients were generally interested in using sensors to monitor their personal exposure to PM<sub>2.5</sub> and willing to share personal sensor data with health care providers and researchers. Compared to traditional methods of personal exposure assessment, sensors captured personalized air quality information at higher spatiotemporal resolution. Improvements to currently available sensors, including more reliable Bluetooth connectivity, increased portability, and longer battery life would facilitate their use in a general patient population.</p>","PeriodicalId":8572,"journal":{"name":"Asthma research and practice","volume":"7 1","pages":"13"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8420032/pdf/","citationCount":"5","resultStr":"{\"title\":\"Feasibility and acceptability of monitoring personal air pollution exposure with sensors for asthma self-management.\",\"authors\":\"Sherrie Xie, Jessica R Meeker, Luzmercy Perez, Whitney Eriksen, Anna Localio, Hami Park, Alicia Jen, Madison Goldstein, Akua F Temeng, Sarai M Morales, Colin Christie, Rebecca E Greenblatt, Frances K Barg, Andrea J Apter, Blanca E Himes\",\"doi\":\"10.1186/s40733-021-00079-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Exposure to fine particulate matter (PM<sub>2.5</sub>) increases the risk of asthma exacerbations, and thus, monitoring personal exposure to PM<sub>2.5</sub> may aid in disease self-management. Low-cost, portable air pollution sensors offer a convenient way to measure personal pollution exposure directly and may improve personalized monitoring compared with traditional methods that rely on stationary monitoring stations. We aimed to understand whether adults with asthma would be willing to use personal sensors to monitor their exposure to air pollution and to assess the feasibility of using sensors to measure real-time PM<sub>2.5</sub> exposure.</p><p><strong>Methods: </strong>We conducted semi-structured interviews with 15 adults with asthma to understand their willingness to use a personal pollution sensor and their privacy preferences with regard to sensor data. Student research assistants used HabitatMap AirBeam devices to take PM<sub>2.5</sub> measurements at 1-s intervals while walking in Philadelphia neighborhoods in May-August 2018. AirBeam PM<sub>2.5</sub> measurements were compared to concurrent measurements taken by three nearby regulatory monitors.</p><p><strong>Results: </strong>All interview participants stated that they would use a personal air pollution sensor, though the consensus was that devices should be small (watch- or palm-sized) and light. Patients were generally unconcerned about privacy or sharing their GPS location, with only two stating they would not share their GPS location under any circumstances. PM<sub>2.5</sub> measurements were taken using AirBeam sensors on 34 walks that extended through five Philadelphia neighborhoods. The range of sensor PM<sub>2.5</sub> measurements was 0.6-97.6 μg/mL (mean 6.8 μg/mL), compared to 0-22.6 μg/mL (mean 9.0 μg/mL) measured by nearby regulatory monitors. Compared to stationary measurements, which were only available as 1-h integrated averages at discrete monitoring sites, sensor measurements permitted characterization of fine-scale fluctuations in PM<sub>2.5</sub> levels over time and space.</p><p><strong>Conclusions: </strong>Patients were generally interested in using sensors to monitor their personal exposure to PM<sub>2.5</sub> and willing to share personal sensor data with health care providers and researchers. Compared to traditional methods of personal exposure assessment, sensors captured personalized air quality information at higher spatiotemporal resolution. Improvements to currently available sensors, including more reliable Bluetooth connectivity, increased portability, and longer battery life would facilitate their use in a general patient population.</p>\",\"PeriodicalId\":8572,\"journal\":{\"name\":\"Asthma research and practice\",\"volume\":\"7 1\",\"pages\":\"13\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8420032/pdf/\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Asthma research and practice\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s40733-021-00079-9\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asthma research and practice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s40733-021-00079-9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Feasibility and acceptability of monitoring personal air pollution exposure with sensors for asthma self-management.
Background: Exposure to fine particulate matter (PM2.5) increases the risk of asthma exacerbations, and thus, monitoring personal exposure to PM2.5 may aid in disease self-management. Low-cost, portable air pollution sensors offer a convenient way to measure personal pollution exposure directly and may improve personalized monitoring compared with traditional methods that rely on stationary monitoring stations. We aimed to understand whether adults with asthma would be willing to use personal sensors to monitor their exposure to air pollution and to assess the feasibility of using sensors to measure real-time PM2.5 exposure.
Methods: We conducted semi-structured interviews with 15 adults with asthma to understand their willingness to use a personal pollution sensor and their privacy preferences with regard to sensor data. Student research assistants used HabitatMap AirBeam devices to take PM2.5 measurements at 1-s intervals while walking in Philadelphia neighborhoods in May-August 2018. AirBeam PM2.5 measurements were compared to concurrent measurements taken by three nearby regulatory monitors.
Results: All interview participants stated that they would use a personal air pollution sensor, though the consensus was that devices should be small (watch- or palm-sized) and light. Patients were generally unconcerned about privacy or sharing their GPS location, with only two stating they would not share their GPS location under any circumstances. PM2.5 measurements were taken using AirBeam sensors on 34 walks that extended through five Philadelphia neighborhoods. The range of sensor PM2.5 measurements was 0.6-97.6 μg/mL (mean 6.8 μg/mL), compared to 0-22.6 μg/mL (mean 9.0 μg/mL) measured by nearby regulatory monitors. Compared to stationary measurements, which were only available as 1-h integrated averages at discrete monitoring sites, sensor measurements permitted characterization of fine-scale fluctuations in PM2.5 levels over time and space.
Conclusions: Patients were generally interested in using sensors to monitor their personal exposure to PM2.5 and willing to share personal sensor data with health care providers and researchers. Compared to traditional methods of personal exposure assessment, sensors captured personalized air quality information at higher spatiotemporal resolution. Improvements to currently available sensors, including more reliable Bluetooth connectivity, increased portability, and longer battery life would facilitate their use in a general patient population.
期刊介绍:
Asthma Research and Practice is the official publication of Interasma and publishes cutting edge basic, clinical and translational research in addition to hot topic reviews and debate articles relevant to asthma and related disorders (such as rhinitis, COPD overlapping syndrome, sinusitis). The journal has a specialized section which focusses on pediatric asthma research. Asthma Research and Practice aims to serve as an international platform for the dissemination of research of interest to pulmonologists, allergologists, primary care physicians and family doctors, ENTs and other health care providers interested in asthma, its mechanisms and comorbidities.