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http://dx.doi.org/10.5668/JEHS.2018.44.6.563

Factor analysis of Environmental Disease by Air Pollution: Analysis and Implication of Google Trends Data with Big Data  

Choi, KilYong (Institute of Risk Assessment, Department of Chemical and Biological Engineering, Seokyong University)
Lee, SuMin (Department of Environmental Engineering, Pusan National University)
Lee, ChulMin (Institute of Risk Assessment, Department of Chemical and Biological Engineering, Seokyong University)
Seo, SungChul (Department of Health, Environmental and safety, EulJi University)
Publication Information
Journal of Environmental Health Sciences / v.44, no.6, 2018 , pp. 563-571 More about this Journal
Abstract
Objectives: The purpose of this study was to investigate the environmental pollution caused by exposure to air pollution in Korea. Therefore, it is necessary to investigate environmental and health factors through big data. Methods: Among the environmental diseases, the data centered on "percentage per day in 2015 to 2018". Data of environmental diseases and concentrations of air pollution monitoring network were analyzed. Results: Lung cancer and bronchiolitis obliterans were correlated with 0.027 and 0.0158, respectively, in the contamination concentration of fine dust ($PM_{10}$). Ozone, COPD, allergic rhinitis, and bronchiolitis obliterans were correlated with 0.0022, 0.0028 and 0.0093, respectively. At the concentration of $SO_2$ and the diseases of asthma, atopic dermatitis, lung cancer and bronchiolitis obliterans were 0.0008, 0.0523, 0.0016 and 0.0126, respectively. Conclusions: We surveyed the trends of air pollution according to the characteristics of Seoul area in Korea and evaluated the perception of Korea and the world. As a result, respiratory lung disease is thought to be a major factor in exposure to environmental pollution.
Keywords
COPD; Big Data; Google Trends; Asthma; Atopic dermatitis;
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1 Nicola LB, Ilaria B, Roberto R, Vincenza G, Daniele N, Massimo M, et al. How often people google for vaccination: qualitative and quantitative insights from a systematic search of the web-based activities using Google Trends. Hum Vaccin Immunother. 2017; 13: 464-469   DOI
2 Oteros J, Garcia-Mozo H, Viuf P, Galan C. Google trends, useful tool in airborne pollen detection. An Fac Med. 2015; 76: 265-268.
3 Pan YP, Wang YS, Zhang JK, Liu ZR, Wang LL, Tian SI, et al. Redefining the importance of nitrate during haze pollution to help optimize an emission control strategy. Atmospheric Environment. 2016; 141: 197-202.   DOI
4 PARK AK, HONG YC, KIM H. Effect of changes in season and temperature on mortality associated with air pollution in Seoul, Korea. Journal of Epidemiology & Community Health, 2011; 65(4): 368-375.   DOI
5 Park JS, Kim DS, Jeong HW. Analysis of Uncertainty and Variability in Environmental Epidemiology and Health Risk Assessment Studies in Korea. Korean Journal of Environmental Health Sciences. 2003; 29(5): 101-109.
6 PARK SK. Assessing the impact of air pollution on mortality rate from cardiovascular disease in Seoul, Korea. Environmental Engineering Research. 2018; 23(4): 430-441.   DOI
7 Penard-Morand C, Raherison C, Kopferschmitt C, Caillaud D, Lavaud F, Charpin D, et al. Prevalence of food allergy and its relationship to asthma and allergic rhinitis in schoolchildren. Allergy. 2005; 60(9): 1165-1171.   DOI
8 SCHWARTZ J. Air pollution and daily mortality: a review and meta analysis. Environmental research. 1994; 64(1): 36-52.   DOI
9 Shen HZ, Huang Y, Wang R, Zhu D, Li W, Shen GF, et al. Global atmospheric emissions of polycyclic aromatic hydrocarbons from 1960 to 2008 and future predictions. Environmental science & technology. 2013; 47(12): 6415-6424.   DOI
10 Yu, G.H., Park, S.S., Ghim, Y., Shin, H., Lim, C., Ban, S., et al. Difference in Chemical Composition of PM2.5 and Investigation of its Causing Factors between 2013 and 2015 in Air Pollution Intensive Monitoring Stations. Journal of Korean Society. 2018; 34(1): 16-37.
11 Zuckerman O, Luster SH, Bielory L. Internet searches and allergy: temporal variation in regional pollen counts correlates with Google searches for pollen allergy related terms. Ann Allergy Asthma Immunol. 2014; 113: 486-488.   DOI
12 Joan PB, Alberto AP, Francisco PS, Maria DTB, Silvia PV, Ester SS, et al. Effectiveness of seasonal 2008-2009, 2009-2010 and pandemic vaccines, to prevent influenza hospitalizations during the autumn 2009 influenza pandemic wave in Castellon, Spain. A test-negative, hospital-based, case-control study. Vaccine. 2010; 28(47): 7460-7467.   DOI
13 Sonali B, Karina R, Kevin JP, Frank CC, Chen C, Caroline MJ, et al. Association of traffic air pollution and rhinitis quality of life in Peruvian children with asthma. PloS one. 2018; 13.3: e0193910.
14 BEAMISH LA, OSORNIO V, Alvaro R, WINE E. Air pollution: An environmental factor contributing to intestinal disease. Journal of Crohn's and Colitis. 2011; 5(4): 279-286.   DOI
15 Bell ML, Dominici F, Samet JM. A meta-analysis of time-series studies of ozone and mortality with comparison to the national morbidity, mortality, and air pollution study. Epidemiology (Cambridge, Mass.). 2005; 16(4): 436.   DOI
16 Bousquet J, Agache I, Berger dU, Bergmann KC, Besancenot JP, Bousquet PJ, et al. Differences in Reporting the Ragweed Pollen Season Using Google Trends across 15 Countries. Int Arch Allergy Immunol. 2018; 176: 3-4.
17 Ha EH, Lee JT, Kim H, Hong YC, Lee BE, Park HS, et al. Infant susceptibility of mortality to air pollution in Seoul, South Korea. Pediatrics. 2003; 111(2): 284-290.   DOI
18 Ha EH, Hong YC, Lee BE, Woo BH, Schwartz J, Christiani, et al. Is air pollution a risk factor for low birth weight in Seoul?. Epidemiology. 2001; 12(6): 643-648.   DOI
19 Son JY, Cho YS, Kim YS, Lee JT, Kim YJ An Analysis of Air Pollution Effect in Urban Area Related to Asian Dust on All-cause and Cause-specific Mortality in Seoul, Korea, 2000-2006. J. Env. Hlth. Sci. 2009; 35(4): 249-258.
20 Kamimura AK, Armenta BC, Nourian MZ, Assasnik NS, Nourian KIY, Alla CNK. Perceived environmental pollution and its impact on health in China, Japan, and South Korea. Journal of Preventive Medicine and Public Health. 2017; 50(3): 188.   DOI
21 Kim DH, Seo SC, Min SJ, Simoni Z, Kim SH, Kim MK. A Closer Look at the Bivariate Association between Ambient Air Pollution and Allergic Diseases: The Role of Spatial Analysis. International journal of environmental research and public health. 2018; 15(8): 1625.   DOI
22 Kim YM, Kim JW, Lee HJ. Burden of disease attributable to air pollutants from municipal solid waste incinerators in Seoul, Korea: a source-specific approach for environmental burden of disease. Science of the Total Environment. 2011; 409(11): 2019-2028.   DOI
23 Kwon HJ, Cho SH, Nyberg F, Pershagen G. Effects of ambient air pollution on daily mortality in a cohort of patients with congestive heart failure. Epidemiology. 2001; 12(4): 413-419.   DOI
24 Lee JT, Kim H, Song HY, Hong YC, Cho YS, Shin SY, et al. Air pollution and asthma among children in Seoul, Korea. Epidemiology. 2002; 13(4): 481-484.   DOI
25 Kwona HJ, Cho SH, Chun YS, Lagarde F, Pershagen G. Effects of the Asian dust events on daily mortality in Seoul, Korea. Environmental research. 2002; 90(1): 1-5.   DOI
26 Lee CH, Jeon HS, Kwon BY, Kim ED, Jang YJ, MS Lee, et al. Emission characteristics of odor compounds from a dyeing wastewater treatment plant in an industrial complex area in Daegu city. J Environ Health Sci. 2017; 43(4): 314-323.
27 LEE JT, Kim H, Cho YS, Hong YC, Ha EH, Park HS. Air pollution and hospital admissions for ischemic heart diseases among individuals 64+ years of age residing in Seoul, Korea. Archives of Environmental Health: An International Journal. 2003; 58(10): 617-623.   DOI
28 Lee K, Kim J, Putti K, Bennett DH, Cassady D, Hertz-Picciotto I. Use of portable global positioning system (GPS) devices in exposure analysis for time-location measurement. Korean Journal of Environmental Health Sciences. 2009; 35(6): 461-467.   DOI
29 Morgenstern VN, Zutavern AN, Cyrys JS, Brockow IK, Koletzko SB, Kramer US, et al. Atopic diseases, allergic sensitization, and exposure to traffic-related air pollution in children. American journal of respiratory and critical care medicine. 2008; 177(12): 1331-1337.   DOI