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Erschienen in: The European Journal of Health Economics 7/2020

15.05.2020 | Original Paper

Impacts of air pollution on health: evidence from longitudinal cohort data of patients with cardiovascular diseases

verfasst von: Clifford Afoakwah, Son Nghiem, Paul Scuffham, Quan Huynh, Tom Marwick, Joshua Byrnes

Erschienen in: The European Journal of Health Economics | Ausgabe 7/2020

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Abstract

This study uses longitudinal cohort data to estimate the impacts of air pollution on health outcomes among people first hospitalised with heart diseases. Despite the generally low level of pollution in Australia, we find that acute exposure to pollution increases readmissions to hospitals within 3–12 months after discharge and is more evident among those suffering from heart failure. We further show that chronic exposure to air pollution increases the risk of death within 72 months, hospital admissions and general practitioner (GP) visits. Patients with coronary heart disease or cerebrovascular disease are the most affected groups. Finally, a cost saving of $1.3 billion will be generated to the health sector, if the monthly concentration of PM10 and CO was lowered to 15.49 µg/m3 and 122.99 µg/m3, respectively. The findings from our study emphasize the need for policies that target significant reduction in ambient PM10 and CO to decrease the demand for scarce healthcare resources for cardiac diseases.
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Fußnoten
1
3% of the Australian adult population was estimated to have CHD in 2017–2018.
 
2
Confidence intervals of the mean costs were estimated a nonparametric bootstrapping approach with 1000 replications. All cost figures were reported using Australian Dollars, 2015 prices.
 
3
About 70% of observations will be dropped from the analysis if we form monthly panel data and take the first lag.
 
4
We have also controlled for the individual’s socioeconomic status in our models.
 
5
We also estimated a separate analysis for Moranbah, but the results were not statistically significant because of the very small sample for Moranbah.
 
Literatur
1.
Zurück zum Zitat WHO: Global Health Observatory (GHO) Data. WHO, Geneva (2020) WHO: Global Health Observatory (GHO) Data. WHO, Geneva (2020)
2.
Zurück zum Zitat Currie, J., Neidell, M.: Air pollution and infant health: what can we learn from California's recent experience? Q. J. Econ. 120(3), 1003–1030 (2005) Currie, J., Neidell, M.: Air pollution and infant health: what can we learn from California's recent experience? Q. J. Econ. 120(3), 1003–1030 (2005)
3.
Zurück zum Zitat Huynh, Q.L., et al.: Association of ambient particulate matter with heart failure incidence and all-cause readmissions in Tasmania: an observational study. BMJ Open 8(5), e021798 (2018)PubMedPubMedCentralCrossRef Huynh, Q.L., et al.: Association of ambient particulate matter with heart failure incidence and all-cause readmissions in Tasmania: an observational study. BMJ Open 8(5), e021798 (2018)PubMedPubMedCentralCrossRef
4.
Zurück zum Zitat Australian Institute of Health and Welfare: Cardiovascular Disease. Australian Institute of Health and Welfare, Canberra (2019) Australian Institute of Health and Welfare: Cardiovascular Disease. Australian Institute of Health and Welfare, Canberra (2019)
5.
Zurück zum Zitat Neidell, M.: Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma. J. Health Econ. 23(6), 1209–1236 (2004)PubMedCrossRef Neidell, M.: Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma. J. Health Econ. 23(6), 1209–1236 (2004)PubMedCrossRef
6.
Zurück zum Zitat Janke, K.: Air pollution, avoidance behaviour and children's respiratory health: evidence from England. J. Health Econ. 38, 23–42 (2014)PubMedCrossRef Janke, K.: Air pollution, avoidance behaviour and children's respiratory health: evidence from England. J. Health Econ. 38, 23–42 (2014)PubMedCrossRef
7.
Zurück zum Zitat Coneus, K., Spiess, C.K.: Pollution exposure and child health: evidence for infants and toddlers in Germany. J. Health Econ. 31(1), 180–196 (2012)PubMedCrossRef Coneus, K., Spiess, C.K.: Pollution exposure and child health: evidence for infants and toddlers in Germany. J. Health Econ. 31(1), 180–196 (2012)PubMedCrossRef
8.
9.
Zurück zum Zitat Beatty, T.K.M., Shimshack, J.P.: Air pollution and children's respiratory health: a cohort analysis. J. Environ. Econ. Manag. 67(1), 39–57 (2014)CrossRef Beatty, T.K.M., Shimshack, J.P.: Air pollution and children's respiratory health: a cohort analysis. J. Environ. Econ. Manag. 67(1), 39–57 (2014)CrossRef
10.
Zurück zum Zitat Janke, K., Propper, C., Henderson, J.: Do current levels of air pollution kill? The impact of air pollution on population mortality in England. Health Econ. 18(9), 1031–1055 (2009)PubMedCrossRef Janke, K., Propper, C., Henderson, J.: Do current levels of air pollution kill? The impact of air pollution on population mortality in England. Health Econ. 18(9), 1031–1055 (2009)PubMedCrossRef
11.
Zurück zum Zitat Kim, Y., et al.: Long-run health consequences of air pollution: evidence from Indonesia's forest fires of 1997. Econ. Hum. Biol. 26, 186–198 (2017)PubMedCrossRef Kim, Y., et al.: Long-run health consequences of air pollution: evidence from Indonesia's forest fires of 1997. Econ. Hum. Biol. 26, 186–198 (2017)PubMedCrossRef
12.
Zurück zum Zitat Filippini, M., Masiero, G., Steinbach, S.: The impact of ambient air pollution on hospital admissions. Eur. J. Health Econ. 20(6), 919–931 (2019)PubMedCrossRef Filippini, M., Masiero, G., Steinbach, S.: The impact of ambient air pollution on hospital admissions. Eur. J. Health Econ. 20(6), 919–931 (2019)PubMedCrossRef
13.
Zurück zum Zitat Spengler, J.D., Sexton, K.: Indoor air pollution: a public health perspective. Science 221(4605), 9–17 (1983)PubMedCrossRef Spengler, J.D., Sexton, K.: Indoor air pollution: a public health perspective. Science 221(4605), 9–17 (1983)PubMedCrossRef
17.
Zurück zum Zitat Chin, M.T.: Basic mechanisms for adverse cardiovascular events associated with air pollution. Heart 101(4), 253–256 (2015)PubMedCrossRef Chin, M.T.: Basic mechanisms for adverse cardiovascular events associated with air pollution. Heart 101(4), 253–256 (2015)PubMedCrossRef
18.
Zurück zum Zitat AIHW: Transition Between Hospital and Community Care for Patients with Coronary Heart Disease: New South Wales and Victoria, 2012–2015. AIHW, Canberra (2018) AIHW: Transition Between Hospital and Community Care for Patients with Coronary Heart Disease: New South Wales and Victoria, 2012–2015. AIHW, Canberra (2018)
19.
Zurück zum Zitat Kaufman, J.D., et al.: Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): a longitudinal cohort study. Lancet 388(10045), 696–704 (2016)PubMedPubMedCentralCrossRef Kaufman, J.D., et al.: Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): a longitudinal cohort study. Lancet 388(10045), 696–704 (2016)PubMedPubMedCentralCrossRef
20.
Zurück zum Zitat Gill, E.A., et al.: Air pollution and cardiovascular disease in the multi-ethnic study of atherosclerosis. Prog. Cardiovasc. Dis. 53(5), 353–360 (2011)PubMedPubMedCentralCrossRef Gill, E.A., et al.: Air pollution and cardiovascular disease in the multi-ethnic study of atherosclerosis. Prog. Cardiovasc. Dis. 53(5), 353–360 (2011)PubMedPubMedCentralCrossRef
21.
Zurück zum Zitat Caudill, S.B.: Practitioners corner: an advantage of the linear probability model over probit or logit. Oxf. Bull. Econ. Stat. 50(4), 425–427 (1988)CrossRef Caudill, S.B.: Practitioners corner: an advantage of the linear probability model over probit or logit. Oxf. Bull. Econ. Stat. 50(4), 425–427 (1988)CrossRef
22.
Zurück zum Zitat Afoakwah, C., Deng, X., Onur, I.: Women’s bargaining power and children’s schooling outcomes: evidence from Ghana. Fem. Econ. 98, 1–29 (2020)CrossRef Afoakwah, C., Deng, X., Onur, I.: Women’s bargaining power and children’s schooling outcomes: evidence from Ghana. Fem. Econ. 98, 1–29 (2020)CrossRef
23.
Zurück zum Zitat Hsieh, C., et al.: A cohort study of adult patients with severe dengue in Taiwanese intensive care units: the elderly and APTT prolongation matter for prognosis. PLoS Negl. Trop. Dis. 11(1), e0005270 (2017)PubMedPubMedCentralCrossRef Hsieh, C., et al.: A cohort study of adult patients with severe dengue in Taiwanese intensive care units: the elderly and APTT prolongation matter for prognosis. PLoS Negl. Trop. Dis. 11(1), e0005270 (2017)PubMedPubMedCentralCrossRef
24.
Zurück zum Zitat Cain, K.C., et al.: Bias due to left truncation and left censoring in longitudinal studies of developmental and disease processes. Am. J. Epidemiol. 173(9), 1078–1084 (2011)PubMedPubMedCentralCrossRef Cain, K.C., et al.: Bias due to left truncation and left censoring in longitudinal studies of developmental and disease processes. Am. J. Epidemiol. 173(9), 1078–1084 (2011)PubMedPubMedCentralCrossRef
25.
Zurück zum Zitat Byrnes, J., et al.: Queensland Cardiovascular Data Linkage (QCard): a population-based cohort study [version 1; peer review: awaiting peer review]. F1000Research 9, 282 (2020)CrossRef Byrnes, J., et al.: Queensland Cardiovascular Data Linkage (QCard): a population-based cohort study [version 1; peer review: awaiting peer review]. F1000Research 9, 282 (2020)CrossRef
26.
27.
Zurück zum Zitat Gasparrini, A., et al.: Mortality risk attributable to high and low ambient temperature: a multicountry observational study. Lancet 386(9991), 369–375 (2015)PubMedPubMedCentralCrossRef Gasparrini, A., et al.: Mortality risk attributable to high and low ambient temperature: a multicountry observational study. Lancet 386(9991), 369–375 (2015)PubMedPubMedCentralCrossRef
28.
Zurück zum Zitat Huynen, M.-M., et al.: The impact of heat waves and cold spells on mortality rates in the Dutch population. Environ. Health Perspect. 109(5), 463–470 (2001)PubMedPubMedCentralCrossRef Huynen, M.-M., et al.: The impact of heat waves and cold spells on mortality rates in the Dutch population. Environ. Health Perspect. 109(5), 463–470 (2001)PubMedPubMedCentralCrossRef
29.
Zurück zum Zitat Ruhm, C.J.: Are recessions good for your health? Q. J. Econ. 115(2), 617–650 (2000)CrossRef Ruhm, C.J.: Are recessions good for your health? Q. J. Econ. 115(2), 617–650 (2000)CrossRef
30.
Zurück zum Zitat Neumayer, E.: Recessions lower (some) mortality rates: evidence from Germany (vol 58, pg 1037, 2004). Soc. Sci. Med. 59(9), 1993–1993 (2004)CrossRef Neumayer, E.: Recessions lower (some) mortality rates: evidence from Germany (vol 58, pg 1037, 2004). Soc. Sci. Med. 59(9), 1993–1993 (2004)CrossRef
31.
Zurück zum Zitat Gerdtham, U.G., Johannesson, M.: Business cycles and mortality: results from Swedish microdata. Soc. Sci. Med. 60(1), 205–218 (2005)PubMedCrossRef Gerdtham, U.G., Johannesson, M.: Business cycles and mortality: results from Swedish microdata. Soc. Sci. Med. 60(1), 205–218 (2005)PubMedCrossRef
32.
33.
Zurück zum Zitat Ariizumi, H., Schirle, T.: Are recessions really good for your health? Evidence from Canada. Soc. Sci. Med. 74(8), 1224–1231 (2012)PubMedCrossRef Ariizumi, H., Schirle, T.: Are recessions really good for your health? Evidence from Canada. Soc. Sci. Med. 74(8), 1224–1231 (2012)PubMedCrossRef
34.
Zurück zum Zitat Cameron, A.C., Miller, D.: A practitioner’s guide to cluster-robust inference. J. Hum. Resour. 50(2), 317–372 (2015)CrossRef Cameron, A.C., Miller, D.: A practitioner’s guide to cluster-robust inference. J. Hum. Resour. 50(2), 317–372 (2015)CrossRef
Metadaten
Titel
Impacts of air pollution on health: evidence from longitudinal cohort data of patients with cardiovascular diseases
verfasst von
Clifford Afoakwah
Son Nghiem
Paul Scuffham
Quan Huynh
Tom Marwick
Joshua Byrnes
Publikationsdatum
15.05.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
The European Journal of Health Economics / Ausgabe 7/2020
Print ISSN: 1618-7598
Elektronische ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-020-01198-5

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