Literature DB >> 35400811

Making Sense of Sensor Data: How Local Environmental Conditions Add Value to Social Science Research.

Ned English1, Chang Zhao1, Kevin L Brown1, Charlie Catlett2, Kathleen Cagney3.   

Abstract

Recent advances in computing technologies have enabled the development of low-cost, compact weather and air quality monitors. The U.S. federally funded Array of Things (AoT) project has deployed more than 140 such sensor nodes throughout the City of Chicago. This paper combines a year's worth of AoT sensor data with household data collected from 450 elderly Chicagoans in order to explore the feasibility of using previously unavailable data on local environmental conditions to improve traditional neighborhood research. Specifically, we pilot the use of AoT sensor data to overcome limitations in research linking air pollution to poor physical and mental health and find support for recent findings that exposure to pollutants contributes to both respiratory and dementia-related diseases. We expect that this support will become even stronger as sensing technologies continue to improve and more AoT nodes come online, enabling additional applications to social science research where environmental context matters.

Entities:  

Keywords:  Air Quality; Environmental Exposure; GIS; Health; Neighborhood; Pollution; Sensors

Year:  2020        PMID: 35400811      PMCID: PMC8991303          DOI: 10.1177/0894439320920601

Source DB:  PubMed          Journal:  Soc Sci Comput Rev        ISSN: 0894-4393            Impact factor:   4.418


  11 in total

Review 1.  The effect of season and weather on physical activity: a systematic review.

Authors:  P Tucker; J Gilliland
Journal:  Public Health       Date:  2007-10-24       Impact factor: 2.427

Review 2.  Exposure to air pollution as a potential contributor to cognitive function, cognitive decline, brain imaging, and dementia: A systematic review of epidemiologic research.

Authors:  Melinda C Power; Sara D Adar; Jeff D Yanosky; Jennifer Weuve
Journal:  Neurotoxicology       Date:  2016-06-18       Impact factor: 4.294

3.  Neighborhood social stressors, fine particulate matter air pollution, and cognitive function among older U.S. adults.

Authors:  Jennifer Ailshire; Amelia Karraker; Philippa Clarke
Journal:  Soc Sci Med       Date:  2016-11-14       Impact factor: 4.634

4.  Ambient air pollution and neurotoxicity on brain structure: Evidence from women's health initiative memory study.

Authors:  Jiu-Chiuan Chen; Xinhui Wang; Gregory A Wellenius; Marc L Serre; Ira Driscoll; Ramon Casanova; John J McArdle; JoAnn E Manson; Helena C Chui; Mark A Espeland
Journal:  Ann Neurol       Date:  2015-07-28       Impact factor: 10.422

5.  Long-term exposure to air pollution and incidence of cardiovascular events in women.

Authors:  Kristin A Miller; David S Siscovick; Lianne Sheppard; Kristen Shepherd; Jeffrey H Sullivan; Garnet L Anderson; Joel D Kaufman
Journal:  N Engl J Med       Date:  2007-02-01       Impact factor: 91.245

6.  Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases.

Authors:  Francesca Dominici; Roger D Peng; Michelle L Bell; Luu Pham; Aidan McDermott; Scott L Zeger; Jonathan M Samet
Journal:  JAMA       Date:  2006-03-08       Impact factor: 56.272

7.  Aging in Activity Space: Results From Smartphone-Based GPS-Tracking of Urban Seniors.

Authors:  Erin York Cornwell; Kathleen A Cagney
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2017-09-01       Impact factor: 4.077

8.  Characterizing Air Quality in a Rapidly Changing World.

Authors:  Kristen J Benedict; Richard A Wayland; Gayle Hager
Journal:  EM (Pittsburgh Pa)       Date:  2017-11-01

9.  A Voxel-Based Morphometry Study Reveals Local Brain Structural Alterations Associated with Ambient Fine Particles in Older Women.

Authors:  Ramon Casanova; Xinhui Wang; Jeanette Reyes; Yasuyuki Akita; Marc L Serre; William Vizuete; Helena C Chui; Ira Driscoll; Susan M Resnick; Mark A Espeland; Jiu-Chiuan Chen
Journal:  Front Hum Neurosci       Date:  2016-10-13       Impact factor: 3.169

10.  Do weather changes influence physical activity level among older adults? - The Generation 100 study.

Authors:  Nils Petter Aspvik; Hallgeir Viken; Jan Erik Ingebrigtsen; Nina Zisko; Ingar Mehus; Ulrik Wisløff; Dorthe Stensvold
Journal:  PLoS One       Date:  2018-07-06       Impact factor: 3.240

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