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研究生: 楊心瑜
Yang, Hsin-Yu
論文名稱: 臺灣地區空污與過敏性疾病之關聯性:運用高解析時空暴露數據之雙向病例交叉研究
Association Between Air Pollution and Allergic Diseases in Taiwan: A Bidirectional Case-Crossover Study Using High-Resolution Spatiotemporal Exposure Data
指導教授: 陳必晟
Chen, Pi-Cheng
學位類別: 碩士
Master
系所名稱: 工學院 - 環境工程學系
Department of Environmental Engineering
論文出版年: 2025
畢業學年度: 113
語文別: 中文
論文頁數: 149
中文關鍵詞: 空氣污染物過敏性疾病環境暴露推估病例交叉設計環境流行病學
外文關鍵詞: Air pollutants, Allergic diseases, Environmental exposure estimation, Case-crossover design, Environmental epidemiology
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  • 隨著人們對於空氣污染物的了解程度逐漸增加,對人體所知會造成健康影響的空氣污染物濃度亦逐漸降低。過敏性疾病屬於全球盛行率相當高之疾病,臺灣的海島型氣候使得民眾在過敏的情形上更加普遍與嚴重,其醫療費用之支出及醫療資源之消耗亦為沉重的負擔。過敏性疾病涵蓋範圍廣泛,包含呼吸道、皮膚與眼部等多種表現型態,且常存在交互影響,導致多項疾病併發。現有研究多聚焦於單一或少數常見的過敏性疾病,有助於釐清污染與特定疾病之關聯,但較難以全面評估空氣污染對整體過敏性疾病所造成之相關負擔。
    本研究整合環境部空品測站、特殊性工業區空品測站及縣市環保局之空品測站監測數據,基於以空品微型感測器進行分群的智慧空污暴露推估模式,推估各鄉鎮市區的環境暴露濃度,旨在減少空品監測站數量以及空間分布限制所產生之誤差,提升暴露評估之精確度。自全民健康保險研究資料庫2017年至2022年之全人口檔,以ICD-10-CM之疾病診斷碼篩選出過敏性疾病之患者,並進行患者之居住地推估,將其與環境暴露資料進行串聯。本研究採用雙向病例交叉研究設計,運用條件式邏輯斯迴歸計算勝算比,以探討短期空氣污染物暴露對過敏性疾病急性發作風險之影響。
    本研究共納入5,603,051名過敏性疾病患者,分析結果顯示女性患者比例較高,春季與冬季為好發季節,而考慮各年齡組別跨度後,0-6歲學齡前兒童之單位年齡佔比最高。過敏性疾病之急性發作風險與當日環境因子關聯最為密切,其中一氧化碳(CO)及二氧化氮(NO2)與急性發作風險呈穩定且顯著的正相關,相對濕度則呈負相關。在單一污染物模式中,多數污染物與急性發作風險呈正向關聯,而於多重污染物模式中,部分污染物之效應強度下降,顯示污染物間存在交互作用。年齡與地區分層分析指出,高齡族群及居住在北部、東部地區之人群對特定污染物較為敏感。此外,本研究亦觀察到明顯之季節性差異,可能反映季節性環境與行為因素之綜合影響。

    The health effects of air pollution are increasingly recognized. In Taiwan, allergic diseases are highly prevalent, placing a substantial burden on healthcare. Since allergic diseases often present with interactions and comorbidities, a comprehensive assessment of their relationship with air pollution is crucial for understanding their overall health burden. This study assessed the impact of short-term air pollutant exposure on acute allergic disease exacerbations using 2017–2022 data from the National Health Insurance Research Database. Air pollution exposure was estimated at township levels using a smart clustering-based spatial interpolation model based on air quality microsensors, integrating data from multiple air quality monitoring stations. The residential locations of patients were inferred from healthcare records and subsequently linked to township-level environmental exposure data. A bidirectional case-crossover design with conditional logistic regression was applied to examine the associations between exposure and several allergic health outcomes. The analysis showed a higher proportion of female patients, with spring and winter identified as peak seasons. CO and NO2 were positively associated with exacerbation risk, while relative humidity was negatively associated. Single-pollutant models indicated most pollutants increased risk, whereas multi-pollutant models suggested interactions among pollutants. We also found that older adults and residents in northern and eastern regions were more sensitive to specific pollutants, and significant seasonal differences likely reflected combined environmental and behavioral influences.

    摘要 I 第一章 緒論 1 1.1 研究背景 1 1.2 研究動機 3 1.3 研究目的 4 1.4 研究架構 5 第二章 文獻回顧 6 2.1 空氣污染物對人體健康之影響 6 2.1.1 空氣污染物之介紹 6 2.1.2 空氣污染物與過敏性疾病相關之研究 9 2.2 空氣污染物暴露濃度之推估 20 2.3 過敏性疾病之概述 27 2.4 患者實際居住地之推估 32 第三章 研究方法 35 3.1 研究設計 35 3.2 資料來源 37 3.2.1 環境監測資料來源 37 3.2.2 研究對象資料來源 41 3.3 資料處理 42 3.3.1 環境監測資料處理 42 3.3.2 研究對象資料處理 44 3.3.3 控制變項 45 3.4 環境暴露之推估 47 3.5 患者實際居住地之推估 51 3.6 統計分析 52 第四章 研究結果 54 4.1 環境監測資料之分析 54 4.2 智慧空污暴露推估模式及驗證 66 4.3 研究對象資料之分析 71 4.4 空氣污染物暴露與過敏性疾病急性發作之關聯性 74 4.4.1 單一污染物模式 74 4.4.2 分層分析:單一污染物與過敏性疾病之關聯性 78 4.4.3 多重污染物模式 95 4.4.4 分層分析:多重污染物與過敏性疾病之關聯性 98 第五章 討論 114 5.1 研究對象基本特性 114 5.2 空氣污染物與過敏性疾病急性發作之關聯性探討 115 5.3 研究限制 118 第六章 結論與建議 119 6.1 結論 119 6.2 建議 120 參考文獻 122 附錄一 各月份日平均模式最佳結果與有效分群數 136

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