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基于廣義泊松模型的空氣質(zhì)量對醫(yī)院呼吸科門診人次的影響研究

發(fā)布時間:2018-04-27 14:28

  本文選題:空氣污染指標 + 呼吸科門診量; 參考:《現(xiàn)代預防醫(yī)學》2017年07期


【摘要】:目的研究山東省某市空氣質(zhì)量與某院呼吸科門診人次的關系。方法在中國空氣質(zhì)量在線監(jiān)測分析平臺中查詢得到濟南市空氣質(zhì)量各指標的相關資料,同時提取山東省某三甲醫(yī)院呼吸內(nèi)科2014年的門診量,首先對濟南市空氣質(zhì)量和呼吸科門診量進行統(tǒng)計描述,然后采用Pearson相關分析和廣義泊松模型探索空氣質(zhì)量各指標與呼吸科門診量的關系。結果 2014年濟南市空氣污染嚴重,尤其是冬季的空氣污染更加嚴重;呼吸科門診冬、春季患病人數(shù)多;空氣質(zhì)量各指標與呼吸科門診量的相關性分析表明,溫度和O_3與呼吸科門診量存在負相關(P0.05),AQI、PM_(2.5)、PM_(10)、SO_2等指標與呼吸科門診量存在正相關(P0.05);通過廣義泊松模型分析,調(diào)整非線性因素、星期一效應等因素以后,空氣質(zhì)量指數(shù)(AQI)日均濃度每增加10個單位,呼吸系統(tǒng)疾病門診人次平均增長1.51%。結論濟南市的空氣污染狀況以及某院的呼吸科門診量均存在明顯的季節(jié)特征;空氣質(zhì)量各指標除濕度外均與呼吸科門診量存在相關性,并且空氣質(zhì)量指標對門診量的影響存在滯后效應。
[Abstract]:Objective to study the relationship between air quality and respiratory outpatient visits in a city of Shandong Province. Methods the relevant data of air quality indexes in Jinan City were obtained from the air quality online monitoring and analysis platform in China, and the outpatient data of Department of Respiratory Medicine of a third Class A Hospital in Shandong Province in 2014 were extracted at the same time. First, the air quality and respiratory outpatient quantity in Jinan were statistically described, and then the relationship between air quality and respiratory outpatient quantity was explored by Pearson correlation analysis and generalized Poisson model. Results the air pollution was serious in Jinan city in 2014, especially in winter. There is a negative correlation between temperature and O _ 3 and the number of out-patients in the respiratory department. There is a positive correlation between the indexes such as temperature and O _ 3 and the number of out-patients in the respiratory department, such as P0.05, P0.05. after adjusting the nonlinear factors, Monday effect, and so on, after adjusting the factors such as the nonlinear factors, Monday effect, etc, there is a positive correlation between the indexes of temperature and O _ 3 and the number of out-patients in the respiratory department. For every 10 units of increase in average daily air quality index (AQI) concentration, the average number of outpatient visits to respiratory diseases increased by 1.51kum. Conclusion there are obvious seasonal characteristics of air pollution in Jinan city and the outpatient quantity of respiratory department in one hospital, and the air quality indexes are correlated with the outpatient quantity of respiratory department except humidity. And the influence of air quality index on outpatient quantity has hysteresis effect.
【作者單位】: 濱州醫(yī)學院公共衛(wèi)生與管理學院;
【基金】:山東省醫(yī)藥衛(wèi)生科技發(fā)展計劃項目(2016WS0009) 山東省統(tǒng)計科研重點課題(KT16244)
【分類號】:R197.3;R122

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