Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2013 Apr;103(4):695-702.
doi: 10.2105/AJPH.2012.300945. Epub 2013 Feb 14.

The influence of socioeconomic markers on the association between fine particulate matter and hospital admissions for respiratory conditions among children

Affiliations

The influence of socioeconomic markers on the association between fine particulate matter and hospital admissions for respiratory conditions among children

Poh-Sin Yap et al. Am J Public Health. 2013 Apr.

Abstract

Objectives: We evaluated the influence of socioeconomic status (SES) on hospital admissions for respiratory conditions associated with ambient particulate matter that is 2.5 micrometers or less in aerodynamic diameter (PM2.5) in children aged 1 to 9 years in 12 California counties, from 2000 to 2005.

Methods: We linked daily hospital admissions for respiratory conditions (acute respiratory infections, pneumonia, and asthma) to meteorological, air pollution, and census data.

Results: In San Diego, San Bernardino, Riverside, and Los Angeles counties, the admission rates for children associated with PM2.5 ranged from 1.03 to 1.07 for combined respiratory conditions and 1.03 to 1.08 for asthma in regions with lower SES. We observed 2 distinct patterns of the influence of the composite SES Townsend index. In lower-SES South Coast areas, PM2.5-associated hospital admission rates for all respiratory outcomes were predominantly positive whereas results in the Central Valley were variable, often tending toward the null.

Conclusions: These distinct patterns could be attributed to the heterogeneity of regional confounders as well as the seasonal variation of emission sources of PM2.5. Composite SES is one potential factor for increasing susceptibility to air pollution.

PubMed Disclaimer

Figures

FIGURE 1—
FIGURE 1—
Multivariate models by county for (a) hospital admissions of combined respiratory conditions, (b) hospital admissions of acute respiratory infections, (c) hospital admissions of pneumonia, and (d) hospital admissions of asthma: California, 2000–2005. Note. CI = confidence interval. Models included day of week, smoothing splines of 1-day lag temperature (3 df), smoothing splines of time (2 df/y), binary Townsend index, and 3-day lag PM2.5 per 10 μg/m3.
FIGURE 2—
FIGURE 2—
Interaction models for (a) hospital admissions of combined respiratory conditions, (b) hospital admissions of acute respiratory infections, (c) hospital admissions of pneumonia, and (d) hospital admissions of asthma: California, 2000–2005. Note. CI = confidence interval; SES = socioeconomic status. Models included day of week, smoothing splines of 1-day lag temperature (3 df), smoothing. Lower SES defined as upper half of Townsend index score. Higher SES defined as lower half of Townsend index score.

Similar articles

Cited by

References

    1. Schwartz J, Neas LM. Fine particles are more strongly associated than coarse particles with acute respiratory health effects in schoolchildren. Epidemiology. 2000;11(1):6–10 - PubMed
    1. Pinto JP, Stevens RK, Willis RDet al.Czech air quality monitoring and receptor modeling study. Environ Sci Technol. 1998;32:843–854
    1. Hrubá F, Fabianova E, Koppova K, Vandenberg JJ. Childhood respiratory symptoms, hospital admissions, and long-term exposure to airborne particulate matter. J Expo Anal Environ Epidemiol. 2001;11(1):33–40 - PubMed
    1. Ward DJ, Roberts KT, Jones Net al.Effects of daily variation in outdoor particulates and ambient acid species in normal and asthmatic children. Thorax. 2002;57(6):489–502 - PMC - PubMed
    1. Janssen NA, Hoek G, Brunekreef B, Harssema H, Mensink I, Zuidhof A. Personal sampling of particles in adults: relation among personal, indoor, and outdoor air concentrations. Am J Epidemiol. 1998;147(6):537–547 - PubMed

Publication types