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研究生:鄭登鍵
研究生(外文):Cheng, Teng-Chien
論文名稱:酒駕違規與事故之因果關係分析
論文名稱(外文):Causality Relationship between Drunk Driving Accidents and Violations
指導教授:邱裕鈞邱裕鈞引用關係
指導教授(外文):Chiou, Yu-Chiun
口試委員:藍武王胡守任
口試日期:2018-07-16
學位類別:碩士
校院名稱:國立交通大學
系所名稱:運輸與物流管理學系
學門:運輸服務學門
學類:運輸管理學類
論文種類:學術論文
論文出版年:2018
畢業學年度:106
語文別:中文
論文頁數:70
中文關鍵詞:酒駕違規酒駕事故Granger因果關係聯立迴歸
外文關鍵詞:Drunk-driving violationDrunk-driving accidentGranger causalitySimultaneous equation regression
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警察取締量增加是否能有效減少交通事故發生,一直是學理及實務尚未證實的議題。儘管如此,不論在政府的施政,或是民眾的期待,警察執法還是普遍被視為改善違法行為最有效之手段。基於此,本研究試圖探討酒駕違規取締與酒駕事故發生之間是否具有相互因果關係,並分析造成酒駕違規取締及酒駕事故發生之關鍵因素。
本研究蒐集民國96年1月至105年12月,台灣22縣市酒駕取締及事故之縱橫資料,使用Granger causality test,檢驗酒駕違規取締件數與酒駕事故件數間潛在的相互因果關係。並依Granger causality test之分析結果及其落後期程,透過聯立迴歸方程式,進一步確認導致酒駕違規和酒駕事故之關鍵因素。
Granger causality test分析結果顯示,酒駕違規取締與酒駕事故發生之Granger因果關係,存在顯著的城鄉差異。酒駕違規取締與酒駕事故在都市地區(如:台北市、新北市、桃園市、台中市、台南市)產生明顯之Granger因果互動關係,且其影響皆於滯後1個月產生;而其餘縣市酒駕違規與事故間並無明顯之Granger因果關係。聯立迴歸估計結果顯示,民國102年6月13日開始實施更嚴格的酒精濃度取締標準,此法規修訂有效地減少酒駕事故之發生。另一方面,酒駕違規取締件數、公共運輸市佔率上升,人口密度、擁車率下降,也減少了酒後駕車事故發生的數量。至於酒駕違規取締件數方面,因人口密度及平均每人警政支出的增加,有助於酒駕違規行為減少。因此,本研究提出了相應的對策,以減少酒駕違規和酒駕事故的發生。
Whether the increase in police enforcement can effectively curtail the occurrence of traffic accidents has always been an issue that has not yet been confirmed both academically and practically. Nevertheless, from the perspectives of government administration or people expectation, enforcement is generally regarded as the most effective way to mitigate illegal behaviors. Based on this, this study attemtps to investigate the mutually causal relationship between drunk-driving violations and drunk-driving accidents, along with the key factors contributing to the violations and the accidents.
To do so, this study first collects a panel data of drunk-driving violations and accidents of 22 cities/counties in Taiwan from January 2007 to December 2016. Granger causality test is used to examine the potential mutually causal relationship between the number of drunk-driving violations and the number of drunk-driving accidents. Afterward, a simultaneous equation regression model is used to further identify the key factors contributing to the violations and accidents based on the causal relationship and the number of lagged months signficnatly tested by Granger causality.
The results of Granger causality test show that the Granger causal relationship between the vioaltions and the accidents has significant difference between urban and rural areas. In urban cities (such as Taipei, New Taipei, Taoyuan, Taichung and Tainan), the violations and accidents have a causal interaction with a one month lagged effect. However, the Granger causality between the violations and accidents does not exist in rural cities/counties. The estimated simultaneous equation model shows that the stricter new standards for alcohol levels, effective on June 13 2017, have effectively curtailed the number of drunk-driving accidents. Meanwhile, the number of violation enforcement, increase in public transportation market share, population density, reduce in motorcycle ownership also reduce the number of drunk-driving accidents. As to the number of drunk-driving violations, population density and expenditures in police administration would help to mitigate the violations. Corresponding countermeasures to curtail the number of drunk-driving violations and accidents are then proposed accordingly.
中文摘要 i
英文摘要 ii
誌謝 iii
目錄 iv
表目錄 v
圖目錄 vi
第一章、緒論 1
1.1研究背景與動機 1
1.2研究目的 3
1.3研究流程 4
第二章、文獻回顧 8
2.1 Granger causality test 8
2.1.1內生性問題 9
2.1.2分析流程 10
2.1.3數學定義 11
2.2酒駕取締與酒駕事故之相互關係 12
2.2.1各國酒後駕車法規比較 13
2.2.2 取締與事故 17
2.3酒駕取締與酒駕事故成因 19
2.3.1影響酒駕取締件數之解釋變數 19
2.3.2影響酒駕事故件數之解釋變數 21
2.4小結 23
第三章、研究方法 24
3.1理論模型 24
3.1.1時間序列模型 24
3.1.2聯立迴歸模型 29
3.2研究模型設定 31
3.2.1 panel VAR 31
3.2.2聯立迴歸 32
3.3研究檢定程序 34
第四章、資料蒐集與分析 35
4.1敘述性統計 35
4.1.1名詞解釋 35
4.1.2時間序列模型資料 37
4.1.3聯立迴歸模型資料 40
第五章、模式推估結果與討論 53
5.1單根檢定 53
5.2 Granger causality test 54
5.2.1小結 56
5.3 聯立迴歸 59
5.3.1聯立迴歸分析結果 59
5.3.2小結 62
第六章、結論與建議 64
6.1結論 64
6.2建議 65
參考文獻 67
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