S-Space Graduate School of Public Health (보건대학원) Dept. of Public Health (보건학과) Theses (Master's Degree_보건학과)
Association of ozone with mortality and emergency room visits for cardiovascular and respiratory diseases in Seoul, Korea
서울에서 오존이 심혈관계 질환 및 호흡기계 질환 사망과 응급실 방문에 미치는 영향
|dc.description||학위논문 (석사)-- 서울대학교 보건대학원 : 보건학과 보건통계학 전공, 2016. 2. 김호.||-|
|dc.description.abstract||Background: Ground-level ozone is known to cause acute health effects on mortality, emergency room (ER) visits and hospital admission. Many previous studies have shown significant positive associations with non-accidental, cardiovascular and respiratory mortality and relatively fewer studies have examined the effect of ozone on ER visits in Seoul, Korea. Further, the shapes of concentration-response (C-R) relationship with mortality showed inconsistent results and the relationship with ER visits has never been explored.
Objectives: The purpose of this study is to examine the effect of ozone on cardiovascular and respiratory diseases and to explore the shapes of the C-R relationship with mortality and ER visits.
Methods: Time series analyses with generalized linear model (GLM) were used to estimate the effect of ozone. We constructed natural spline model of ozone to explore the shapes of the associations and compared Quasi-Akaike Information Criterion (QAIC) between natural spline model and linear model. We chose either a spline model or a linear model for each health outcome with the shape of the C-R relationship and QAIC. To estimate the effect of short-term exposure to ozone, excessive relative risk (ERR) was computed. We also performed age- and sex-stratified analyses and respiratory-specific diseases analyses.
Results: We found a significant non-linear relationship of ozone with cardiovascular mortality, while a linear relationship with respiratory ER visits. Ozone showed adverse effects on cardiovascular mortality (ERR = 1.36%, 95% CI: 0.422 - 2.311), respiratory ER visits (1.869%, 95% CI: 0.739 - 3.011), asthma ER visits (6.267%, 95% CI: 3.846 - 8.744), COPD ER visits (3.707%, 95% CI: 1.673 - 5.781) and pneumonia ER visits (3.150%, 95% CI: 1.847 - 4.469). Moreover, we found cardiovascular mortality and ER visits had significantly higher risk on people above 65 years old (1.170%, 95% CI: 0.098 - 2.258, 1.769, 95% CI: 0.340 - 3.218) and respiratory ER visit also had higher risk on people above 65 years (1.845%, 95% CI: 0.316 - 3.397) and male (1.884%, 95% CI: 0.735 - 3.047).
Conclusion: Our results confirmed the non-linear relationship between ozone and cardiovascular mortality with the existence of a threshold. However, the association between ozone and ER visits showed a linear relationship rather than non-linear. Further, the findings of estimated risk indicate that the impact of ozone on respiratory diseases could trigger ER visits, while leading to death on cardiovascular diseases.
|dc.description.tableofcontents||Chapter 1. Introduction 1
1.1 Background 1
1.2 Objectives 4
Chapter 2. Material and Methods 5
2.1 Data 5
2.1.1 Study period 5
2.1.2 Mortality data 5
2.1.3 Emergency room visits data 6
2.1.4 Air pollutant data 7
2.1.5 Meteorological data 7
2.2 Statistical analyses 8
2.2.1 Basic model 8
2.2.2 Model selection 9
2.2.3 Excessive relative risk (ERR) 10
Chapter 3. Results 11
3.1 Descriptive statistics 11
3.2 Association of ozone with mortality and emergency room visits 18
3.3 Relative risk of cardiovascular and respiratory mortality and emergency room visits 30
Chapter 4. Discussion 35
|dc.subject||emergency room visits||-|
|dc.subject||generalized linear model||-|
|dc.title||Association of ozone with mortality and emergency room visits for cardiovascular and respiratory diseases in Seoul, Korea||-|
|dc.title.alternative||서울에서 오존이 심혈관계 질환 및 호흡기계 질환 사망과 응급실 방문에 미치는 영향||-|
- Appears in Collections:
- Graduate School of Public Health (보건대학원)Dept. of Public Health (보건학과)Theses (Master's Degree_보건학과)