Skip to main content

Advertisement

Log in

Air pollution, socioeconomic position, and emergency hospital visits for asthma in Seoul, Korea

  • Original Article
  • Published:
International Archives of Occupational and Environmental Health Aims and scope Submit manuscript

Abstract

Objective

Some epidemiological literature has observed that air pollution effects on health differed across regional or individual socioeconomic position. This study evaluated whether regional and individual socioeconomic position, as indicated by health insurance premiums, modified the effect of air pollution on hospital visits for asthma.

Methods

Effects of ambient air pollutants (particulate matter, carbon monoxide, sulfur dioxide, nitrogen dioxide, and ozone) on 92,535 emergency out-patient hospital visits for asthma in Seoul, Korea during 2002 were estimated using case-crossover analysis, adjusting for time trend, weather conditions, and seasonality. Next, interactions between air pollutants and Korean National Health Insurance premium (1) for the individual patient and (2) averaged across the patient’s residence district, were entered, first singly then jointly, in the models.

Results

Relative risks of emergency outpatient hospital visits were all positively and significantly associated with interquartile increases for selected lags for all air pollutants. In the regression model with interaction terms for both individual premium and regional-average premium, associations with all five-air pollutants ranged from 1.03 to 1.09 times higher among the lowest premium districts compared to the highest premium districts. Of all the pollutants, nitrogen dioxide showed the strongest associations in lower premium districts compared to the higher premium districts. Individual socioeconomic position did not modify the associations in either the single or joint interaction models.

Conclusion

In Seoul, community but not individual socioeconomic conditions modified risk of asthma hospital visits on high air pollution days.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Abbreviations

CI:

Confidence interval

CO:

Carbon monoxide

KNHI:

Korean National Health Insurance

NO2 :

Nitrogen dioxide

PM10 :

Particulate matter ≤10 μm in aerodynamic diameter

REM:

Relative effect modification

RR:

Relative risk

SEP:

Socioeconomic position

SO2 :

Sulfur dioxide

References

  • Basteson TF, Schwartz J (2004) Who is sensitive to the effects of particles on mortality? A case-crossover study. Epidemiology 15:143–149

    Article  Google Scholar 

  • Brunekreef B, Holgate ST (2002) Air pollution and health. Lancet 360:1233–1242

    Article  PubMed  CAS  Google Scholar 

  • Diez Roux AV (2001) Investigating neighborhood and area effects on health. Am J Public Health 91:1783–1789

    Article  PubMed  CAS  Google Scholar 

  • Gouveia N, Fletcher T (2000) Time series analysis of air pollution and mortality: effects by cause, age and socio-economic status. J Epidemiol Community Health 54:750–755

    Article  PubMed  CAS  Google Scholar 

  • Gwynn RC, Thurston GD (2001) The burden of air pollution: impacts among racial minorities. Environ Health Perspect 109(Suppl 4):501–506

    Article  PubMed  CAS  Google Scholar 

  • Hoek G, Brunekreef B, Goldbohm S, Fischer P, van den Brandt PA (2002) Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study. Lancet 360:1203–1209

    Article  PubMed  Google Scholar 

  • Hong YC, Leem JH, Lee KH, Park DH, Jang JY, Kim ST, Ha EH (2005) Exposure to air pollution and pulmonary function in university students. Int Arch Occup Envion Health 78:132–138

    Article  CAS  Google Scholar 

  • Jerrett M, Bernett RT, Brook J, Kanaroglou P, Giovis C, Finkelstein N, Hutchison B (2004) Do socioeconomic characteristics modify the short term association between air pollution and mortality? Evidence from a zonal time series in Hamilon, Canada. J Epidemiol Community Health 58:31–40

    Article  PubMed  CAS  Google Scholar 

  • Kattan M, Mitchell H, Eggleston P, Gergen P, Crain E, Redline S, Weiss K, Evans R III, Kaslow R, Kercsmar C, Leickly F, Malveaux F, Wedner HJ (1997) Characteristics of inner-city children with asthma: the national cooperative inner-city asthma study. Pediatr Pulm 24:253–262

    Article  CAS  Google Scholar 

  • Kim CW, Lee SY, Hong SC (2005) Equity in utilization of cancer inpatient services by income classes. Health Policy 72:187–200

    Article  PubMed  Google Scholar 

  • Kim JY, Su DW Kim NS, Go SB, Kang DM, Kim DJ, Hwang EH (2002) Assessment of the epidemiologic characteristics of injuries to estimate the burden of disease in Korea (in Korean). Korea Institute for Health and Social Affairs, Ministry of Health and Welfare in Korea, report no 200260

  • Kim SY, Lee JT, Hong YC, Ahn KJ, Kim H (2004) Determining threshold effect of ozone on daily mortality: an analysis of the ozone and mortality in Seoul, Korea, 1995–1999. Env Res 94:113–119

    Article  CAS  Google Scholar 

  • Koenig JQ, Mar TF, Allen RW, Allen RW, Jansen K, Lumley T, Sullivan JH, Trenga CA, Larson TV, Liu LJS (2005) Pulmonary effects of indoor- and outdoor-generated particles in children with asthma. Environ Health Perspect 113:499–503

    Article  PubMed  CAS  Google Scholar 

  • Korc ME (1996) A socioeconomic assessment of human exposure to ozone in the south coast air basin of California. J Air Waste Manage 46:547–557

    CAS  Google Scholar 

  • Kunzli N, Schindler C (2005) A call for reporting the relevant exposure term in air pollution case-crossover studies. J Epidemiol Community Health 59:527–530

    Article  PubMed  Google Scholar 

  • Lee JT, Schwartz J (1999) Reanalysis of the effects of air pollution on daily mortality in Seoul, Korea: a case-crossover design. Environ Health Perspect 107:633–636

    Article  PubMed  CAS  Google Scholar 

  • Lee JT, Kim H, Schwartz J (2000) Bidrectional case-crossover studies for air pollution bias from skewed and incomplete waves. Environ Health Perspect 108:1107–1113

    Article  PubMed  CAS  Google Scholar 

  • Lee JT, Kim H, Song H, Hong YC, Cho YS, Shin SY, Hyun YJ, Kim YS (2002) Air pollution and asthma among children in Seoul, Korea. Epidemiology 13:481–484

    Article  PubMed  Google Scholar 

  • Lin M, Chen Y, Villeneuve PJ, Burnett RT, Lemyre L, Hertzman C, McGrail KM, Krewski D (2004) Gaseous air pollutants and asthma hospitalization of children with low household income in Vancouver, British Columbia, Canada. Am J Epidemiol 159:294–303

    Article  PubMed  Google Scholar 

  • Lipsett M, Hurley S, Ostro B (1997) Air Pollution and emergency room visits for asthma in Santa Clara County, California. Environ Health Perspect 105:216–222

    Article  PubMed  CAS  Google Scholar 

  • Macintyre S, Ellaway A, Cummins S (2002) Place effects on health: how can we conceptualise, operationalise and measure them? Soc Sci Med 55:125–139

    Article  PubMed  Google Scholar 

  • Maclure M, Mittleman MA (2000) Should we use a case-crossover design? Ann Rev Public Health 21:193–221

    Article  CAS  Google Scholar 

  • Martins MC, Fatigati FL, Vespoli TC, Martins LC, Pereira LA, Martins MA, Saldiva PHN, Braga ALF (2004) Influence of socioeconomic conditions on air pollution adverse health effects in elderly people: an analysis of six regions in Sao Paulo, Brazil. J Epidemiol Community Health 58:41–46

    Article  PubMed  CAS  Google Scholar 

  • Ministry of Health and Welfare in Korea (2005) National health insurance act, chapter 8, article 83 issued 1999, updated 2005

  • Morland K, Wing S, Diez Roux A, Poole C (2002) Neighborhood characteristics associated with the location of food stores and food service places. Am J Prev Med 22:23–29

    Article  PubMed  Google Scholar 

  • National Health Insurance Corporation in Korea (2005) National Health Insurance Corporation, vol 2005, http://www.nhic.or.kr/wbe/nation/nation04.html

  • National Heart, Lung, and Blood Institute (2004). World Health Organization global initiative for asthma. Global strategy for asthma management and prevention. NIH publication no 02–3659 issued January 1995: updated 2004

  • Nauenberg E, Basu K (1999) Effect of insurance coverage on the relationship between asthma hospitalizations and exposure to air pollution. Public Health Rep 114:135–148

    PubMed  CAS  Google Scholar 

  • O’Neill MS, Jerrett M, Kawachi I, Levy JI, Cohen AJ, Gouveia N (2003) Health, wealth, and air pollution : advancing theory and methods. Environ Health Perspec 111:1861–1870

    Article  Google Scholar 

  • O’Neill MS, Loomis D, Borja-Aburto VH (2004) Ozone, area social conditions, and mortality in Mexico City. Env Res 94:234–242

    Article  CAS  Google Scholar 

  • Park BJ, Sung JH, Park GD, Su SW, Kim SW, Kim YI, Lee SM, Choi NK, Choi JS, Su JS, Yoon IJ, Choi HY, Yoon KS (2003) Assessment of the validity for disease code in national health insurance and development of plan for utilization (in Korean) (Medical College, Seoul National University). Health Insurance Review Agency

  • Park H, Lee B. Ha EH, Lee JT, Kim H, Hong YC (2002) Association of air pollution with school absenteeism due to ililness. Arch Pediatr Adolesc Med 156:1235–1239

    PubMed  Google Scholar 

  • Park SS, Kim YJ (2005) Source contributions to fine particulate matter in an urban atmosphere. Chemosphere 59:217–226

    Article  PubMed  CAS  Google Scholar 

  • Reijneveld S (1998) The impact of individual and area characteristics on urban socioeconomic differences in health and smoking. Int J Epidemiol 27:33–40

    Article  PubMed  CAS  Google Scholar 

  • Rotko T, Koistinen K, Hanninen O, Jantunen M (2000) Sociodemographic descriptors of personal exposure to fine particles (PM2.5) in Expolis Helsinki. J Expo Anal Environ Epidemiol 10:385–393

    Article  PubMed  CAS  Google Scholar 

  • Rotko T, Kousa A, Alm S, Jantunen M (2001) Exposures to nitrogen dioxide in Expolis-Helsinki: microenvironment, behavioral and sociodemographic factors. J Expo Anal Environ Epidemiol 11:216–223

    Article  PubMed  CAS  Google Scholar 

  • Samet JM, Dominici F, Curriero FC, Coursac I, Seger SL (2000) Fine particulate and air pollution and mortality in 20 U.S. cities, 1987–1994. N Engl J Med 343:1742–1749

    Article  PubMed  CAS  Google Scholar 

  • Sunyer J, Spix C, Quenel P, Ponce-de-Leon A, Ponka A, Barumandzadeh T, Touloumi G, Bacharova L, Wojtyniak B, Vonk J, Bisanti L, Schwartz J, Katsouyanni K (1997) Urban air pollution and emergency admissions for asthma in four European cities: the APHEA project. Thorax 52:760–765

    Article  PubMed  CAS  Google Scholar 

  • Thomson NC, Chaudhuri R, Livingston E (2004) Asthma and cigarette smoking. Eur Respir J 24:822–833

    Article  PubMed  CAS  Google Scholar 

  • Villeneuve PJ, Burnett RT, Shi Y, Krewski D, Goldberg MS, Hertzman C, Chen Y, Brook J (2003) A time-series study of air pollution, socioeconomic status, and mortality in Vancouver, Canada. J Exp Anal Environ Epidemiol 13:427–435

    Article  CAS  Google Scholar 

  • Yoon IJ (1998) Patterns of residential clustering by socioeconomic status in Seoul and their social implication (in Korean). J Seoul Studies 10:229–270

    Google Scholar 

  • Yu SH (1992) Anderson GF. Achieving universal health insurance in Korea: a model for other developing countries? Health Policy 20:289–299

    Article  PubMed  CAS  Google Scholar 

  • Zanobetti A, Schwartz J (2000) Race, gender, and social status as modifiers of the effects of PM10 on mortality. J Occup Environ Med 42:469–474

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This study was supported by the grant from the Basic Research Program of Korea Science and Engineering Foundation (no. R01-2002-000-00554-0), the Korean Research Foundation Grant funded by the Korean Government (KRF-2005-214-E00041), and the Robert Wood Johnson Health and Society Scholars Program.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ho Kim.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kim, SY., O’Neill, M.S., Lee, JT. et al. Air pollution, socioeconomic position, and emergency hospital visits for asthma in Seoul, Korea. Int Arch Occup Environ Health 80, 701–710 (2007). https://doi.org/10.1007/s00420-007-0182-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00420-007-0182-3

Keywords

Navigation