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  1. NTU Theses and Dissertations Repository
  2. 生物資源暨農學院
  3. 農業經濟學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/98908
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor楊子霆zh_TW
dc.contributor.advisorTzu-Ting Yangen
dc.contributor.author黎宏濬zh_TW
dc.contributor.authorHung-Chun Lien
dc.date.accessioned2025-08-20T16:14:41Z-
dc.date.available2025-08-21-
dc.date.copyright2025-08-20-
dc.date.issued2025-
dc.date.submitted2025-08-13-
dc.identifier.citationAzin, B., Ewing, R., Yang, W., Promy, N. S., Kalantari, H. A., and Tabassum, N. (2025). Urban arterial lane width versus speed and crash rates: A comprehensive study of road safety. Sustainability, 17(2):628. Callaway, B. and Sant'Anna, P. H. (2021). Difference-in-differences with multiple time periods. Journal of econometrics, 225(2):200–230.
Card, D. and Krueger, A. B. (1994). Minimum wages and employment: A case study of the fast-food industry in New Jersey and Pennsylvania. The American Economic Review, 84(4):772–793.
Chen, K.-P., Yang, J.-C., and Yang, T.-T. (2022). Jue insight: Demand for transportation and spatial pattern of economic activity during the pandemic. Journal of Urban Economics, 127:103426.
Elvidge, C. D., Zhizhin, M., Ghosh, T., Hsu, F.-C., and Taneja, J. (2021). Annual time series of global viirs nighttime lights derived from monthly averages: 2012 to 2019. Remote Sensing, 13(5):922.
Gibson, J. and Boe-Gibson, G. (2021). Nighttime lights and county-level economic activity in the united states: 2001 to 2019. Remote Sensing, 13(14):2741.
Goodman-Bacon, A. (2021). Difference-in-differences with variation in treatment timing. Journal of econometrics, 225(2):254–277.
Guerrero-Barbosa, T., Espinel-Bayona, Y., and Palacio-Sánchez, D. (2015). Effects of the attributes associated with roadway geometry, traffic volumes and speeds on the incidence of accidents in a mid-size city. Ingeniería y Universidad, 19(2):351–367.
Huang, F. Y. and Huang, P.-C. (2024). Enhancing urban traffic safety: An evaluation on taipei’s neighborhood traffic environment improvement program. arXiv preprint arXiv:2401.16752.
Kahle, D. and Wickham, H. (2013). ggmap: Spatial visualization with ggplot2. The R Journal, 5(1):144–161.
Lagerlof, N. (2023). Traffic fatalities and population density. Available at SSRN 4623376.
Nieminen, S., Lehtonen, O.-P., and Linna, M. (2002). Population density and occurrence of accidents in finland. Prehospital and disaster medicine, 17(4):206–208.
Palupi, R., Mahmud, M., Khilmi, M., Triawati, I., Winoto, D., and Wibowo, A. (2024). The influence of road geometric design on traffic accident rates on jalan mayjend sungkono, malang city. International Journal of Sustainable Social Culture, Science
Technology, Management, and Law Humanities, 1(2):66–75. Roth, J., Sant'Anna, P. H., Bilinski, A., and Poe, J. (2023). What's trending in difference-in-differences? A synthesis of the recent econometrics literature. Journal of Econometrics, 235(2):2218–2244.
Wooldridge, J. M. (2023). Simple approaches to nonlinear difference-in-differences with panel data. The Econometrics Journal, 26(3):C31–C66.
World Bank (2021a). GDP per capita (current US$) - World Development Indicators. https://databank.worldbank.org/source/world-development-indicators. Accessed on June 27, 2025.

World Bank (2021b). Mortality caused by road traffic injury (per 100,000 population) World Development Indicators. https://databank.worldbank.org/source/ world-development-indicators. Accessed on June 27, 2025.
Zhang, X. and Gibson, J. (2022). Using multi-source nighttime lights data to proxy for county-level economic activity in china from 2012 to 2019. Remote Sensing, 14(5):1282.
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/98908-
dc.description.abstract本研究將運用差異中之差異法探究2024年起「永續提升人行安全計畫」中「易肇事路口改善計畫」在台北市的政策成效,藉由分析2023年到2024年車禍資料了解政策是否改善事故發生機率。研究結果發現完工後事故數、事故參與者數、傷亡數皆呈現正向但不顯著的結果,顯示該政策並未實質改善肇事機率。研究也針對各子群體進行分析,發現該計畫在夜間有相較日間更好的效果;對女性駕駛有相較男性駕駛更好的效果。除此之外,該計畫有稍微減少行人的遭遇的交通事故,但汽車及機車駕駛的交通事故呈現略微增加。中介效應分析顯示,避難島、安全設施、行人穿越道後退、行人信號時相改善以及標線和信號的增設或改善顯著減少事故和傷亡數量。然而,需注意的是,交叉口行人穿越道的改善與事故和傷亡的增加有關。zh_TW
dc.description.abstractThis study employs the difference-in-differences method to investigate the policy effectiveness of the "High-Risk Intersections Improvement Program" under the "Sustainable Pedestrian Safety Enhancement Program" in Taipei City starting in 2024. By analyzing traffic accident data from 2023 to 2024, the study examines whether the policy reduces the likelihood of accidents. The results show that post-implementation, the number of accidents, the number of participants, and the number of casualties all exhibit a positive but statistically insignificant effect, indicating that the policy has not substantially reduced the probability of accidents. Subgroup analysis reveals that the plan is more effective at night compared to daytime and has a greater impact on female drivers compared to male drivers. Additionally, the plan slightly reduces traffic accidents involving pedestrians, but accidents involving car and motorcycle drivers present a slight increase. The mediation effect analysis showed that features such as refuge islands, safety facilities, crosswalk setbacks, pedestrian signal phase improvements, and the addition or enhancement of markings and signals significantly reduce the number of accidents and casualties. However, it is important to note that crosswalk improvements at intersections are associated with an increase in accidents and injuries.en
dc.description.provenanceSubmitted by admin ntu (admin@lib.ntu.edu.tw) on 2025-08-20T16:14:41Z
No. of bitstreams: 0
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dc.description.provenanceMade available in DSpace on 2025-08-20T16:14:41Z (GMT). No. of bitstreams: 0en
dc.description.tableofcontentsAcknowledgements i
摘要 ii
Abstract iii
Contents v
List of Figures vii
List of Tables viii
Chapter 1 Introduction 1
Chapter 2 Policy Background 5
Chapter 3 Data and Sample 8
3.1 Data Source . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
3.2 The Data Processing Procedures . . . . . . . . . . . . . . . . . . . . 11
3.3 The Summary Statistics . . . . . . . . . . . . . . . . . . . . . . . . 12
Chapter 4 Research Methodology 14
4.1 Sample Construction . . . . . . . . . . . . . . . . . . . . . . . . . . 14
4.2 Canonical DiD: 2x2 Design . . . . . . . . . . . . . . . . . . . . . . 16
4.3 Dynamic DiD: Event Study Design . . . . . . . . . . . . . . . . . . 17
4.4 Mediation Effect Model . . . . . . . . . . . . . . . . . . . . . . . . 18
Chapter 5 Results 19
5.1 Graphical Evidence . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
5.2 Overall Effect on Accidents and Casualties . . . . . . . . . . . . . . 19
5.3 Dynamic Effects on Accidents and Casualties . . . . . . . . . . . . . 20
5.4 Heterogeneous Effects . . . . . . . . . . . . . . . . . . . . . . . . . 21
5.5 Mediation Effects . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
5.6 Robustness Check . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
Chapter 6 Conclusion 27
Table 30
Figure 41
References 46
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dc.language.isoen-
dc.subject易肇事路口改善計畫zh_TW
dc.subject差異中之差異法zh_TW
dc.subject行人zh_TW
dc.subject車禍zh_TW
dc.subject交通安全zh_TW
dc.subjectTraffic safetyen
dc.subjectTraffic accidenten
dc.subjectPedestrianen
dc.subjectHigh-Risk Intersection Improvement Programen
dc.subjectDifference-in-differencesen
dc.title台北市人行道改善政策對交通事故與傷亡之影響zh_TW
dc.titleThe Impact of Taipei City's Sidewalk Improvement Policy on Traffic Accidents and Casualtiesen
dc.typeThesis-
dc.date.schoolyear113-2-
dc.description.degree碩士-
dc.contributor.oralexamcommittee陳由常;黃柏鈞zh_TW
dc.contributor.oralexamcommitteeYu-Chang chen;Po-Chun Huangen
dc.subject.keyword差異中之差異法,易肇事路口改善計畫,交通安全,車禍,行人,zh_TW
dc.subject.keywordDifference-in-differences,High-Risk Intersection Improvement Program,Traffic safety,Traffic accident,Pedestrian,en
dc.relation.page48-
dc.identifier.doi10.6342/NTU202504058-
dc.rights.note同意授權(全球公開)-
dc.date.accepted2025-08-15-
dc.contributor.author-college生物資源暨農學院-
dc.contributor.author-dept農業經濟學系-
dc.date.embargo-lift2025-08-21-
顯示於系所單位:農業經濟學系

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