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| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 許耀文 | zh_TW |
| dc.contributor.advisor | Yao-Wen Hsu | en |
| dc.contributor.author | 范家源 | zh_TW |
| dc.contributor.author | Chia-Yuan Fan | en |
| dc.date.accessioned | 2024-07-17T16:28:47Z | - |
| dc.date.available | 2024-07-18 | - |
| dc.date.copyright | 2024-07-17 | - |
| dc.date.issued | 2024 | - |
| dc.date.submitted | 2024-07-14 | - |
| dc.identifier.citation | Ahlfeldt, G. M. (2013). If we build it, will they pay? Predicting property price effects of transport innovations [Article]. Environment and Planning a-Economy and Space, 45(8), 1977-1994. https://doi.org/10.1068/a45429
Billings, S. B. (2011). Estimating the value of a new transit option [Article]. Regional Science and Urban Economics, 41(6), 525-536. https://doi.org/10.1016/j.regsciurbeco.2011.03.013 Bruinsma, F., & Rietveld, P. (1998). The accessibility of European cities: theoretical framework and comparison of approaches [Article]. Environment and Planning A, 30(3), 499-521. https://doi.org/10.1068/a300499 Burns, L. D., & Golob, T. F. (1976). The role of accessibility in basic transportation choice behavior. Transportation, 5(2), 175-198. https://doi.org/10.1007/BF00167272 Cervero, R., Rood, T., & Appleyard, B. (1999). Tracking accessibility: employment and housing opportunities in the San Francisco Bay Area [Article]. Environment and Planning A, 31(7), 1259-1278. https://doi.org/10.1068/a311259 Dalvi, M. Q., & Martin, K. M. (1976). The measurement of accessibility: Some preliminary results. Transportation, 5(1), 17-42. https://doi.org/10.1007/BF00165245 Diao, M., Leonard, D., & Sing, T. F. (2017). Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values [Article]. Regional Science and Urban Economics, 67, 64-77. https://doi.org/10.1016/j.regsciurbeco.2017.08.006 Farber, S., & Fu, L. W. (2017). Dynamic public transit accessibility using travel time cubes: Comparing the effects of infrastructure (dis)investments over time [Article]. Computers Environment and Urban Systems, 62, 30-40. https://doi.org/10.1016/j.compenvurbsys.2016.10.005 Geurs, K. T., & van Wee, B. (2004). Accessibility evaluation of land-use and transport strategies: review and research directions. Journal of Transport Geography, 12(2), 127-140. https://doi.org/https://doi.org/10.1016/j.jtrangeo.2003.10.005 Ghosh, C., Panchapagesan, V., & Venkataraman, M. (2024). On the Impact of Infrastructure Improvement on Real Estate Property Values: Evidence from a Quasi-natural Experiment in an Emerging Market [Article]. Journal of Real Estate Finance and Economics, 68(1), 103-137. https://doi.org/10.1007/s11146-022-09938-5 Gibbons, S., & Machin, S. (2005). Valuing rail access using transport innovations. Journal of Urban Economics, 57(1), 148-169. https://doi.org/https://doi.org/10.1016/j.jue.2004.10.002 Glaeser, E. L., Gyourko, J., & Raven, E. S. (2005). Why Have Housing Prices Gone Up? The American Economic Review, 95(2), 329-333. http://www.jstor.org/stable/4132842 Guo, Y., & Peeta, S. (2020). Impacts of personalized accessibility information on residential location choice and travel behavior. Travel Behaviour and Society, 19, 99-111. https://doi.org/https://doi.org/10.1016/j.tbs.2019.12.007 Halás, M., Klapka, P., & Kladivo, P. (2014). Distance-decay functions for daily travel-to-work flows [Article]. Journal of Transport Geography, 35, 107-119. https://doi.org/10.1016/j.jtrangeo.2014.02.001 Handy, S. L., & Niemeier, D. A. (1997). Measuring accessibility: An exploration of issues and alternatives [Article]. Environment and Planning A, 29(7), 1175-1194. https://doi.org/10.1068/a291175 Hansen, W. G. (1959). HOW ACCESSIBILITY SHAPES LAND-USE [Article]. Journal of the American Institute of Planners, 25(2), 73-76. https://doi.org/10.1080/01944365908978307 He, S. Y. (2020). Regional impact of rail network accessibility on residential property price: Modelling spatial heterogeneous capitalisation effects in Hong Kong [Article]. Transportation Research Part a-Policy and Practice, 135, 244-263. https://doi.org/10.1016/j.tra.2020.01.025 Hoogendoorn, S., van Gemeren, J., Verstraten, P., & Folmer, K. (2019). House prices and accessibility: evidence from a quasi-experiment in transport infrastructure [Article]. Journal of Economic Geography, 19(1), 57-87. https://doi.org/10.1093/jeg/lbx027 Hu, Y. J., & Downs, J. (2019). Measuring and visualizing place-based space-time job accessibility [Article]. Journal of Transport Geography, 74, 278-288. https://doi.org/10.1016/j.jtrangeo.2018.12.002 Ingram, D. R. (1971). The concept of accessibility: A search for an operational form. Regional Studies, 5(2), 101-107. https://doi.org/10.1080/09595237100185131 Inoa, I. A., Picard, N., & de Palma, A. (2015). Effect of an Accessibility Measure in a Model for Choice of Residential Location, Workplace, and Type of Employment. Mathematical Population Studies, 22(1), 4-36. https://doi.org/10.1080/08898480.2014.925318 Jing, K. C., & Liao, W. C. (2023). Small things, big impact: The network-mediated spillover effect through a transport connectivity enhancement project [Article]. Regional Science and Urban Economics, 101, 26, Article 103897. https://doi.org/10.1016/j.regsciurbeco.2023.103897 Karamitov, K., Petrova-Antonova, D., Hristov, E., & Borukova, M. (2023, 15-18 Dec. 2023). Supply-Demand Analysis of Urban Amenities Based on Walking Accessibility. 2023 IEEE International Conference on Big Data (BigData), Keeler, Z. T., & Stephens, H. M. (2023). The capitalization of metro rail access in urban housing markets [Article]. Real Estate Economics, 51(3), 686-720. https://doi.org/10.1111/1540-6229.12411 Kwan, M. P. (1998). Space-time and integral measures of individual accessibility: A comparative analysis using a point-based framework [Article]. Geographical Analysis, 30(3), 191-216. https://doi.org/10.1111/j.1538-4632.1998.tb00396.x Lancaster, K. J. (1966). A New Approach to Consumer Theory. Journal of Political Economy, 74, 132 - 157. Legrain, A., Buliung, R., & El-Geneidy, A. M. (2016). Travelling fair: Targeting equitable transit by understanding job location, sectorial concentration, and transit use among low-wage workers [Article]. Journal of Transport Geography, 53, 1-11. https://doi.org/10.1016/j.jtrangeo.2016.04.001 Levkovich, O., Rouwendal, J., & van Marwijk, R. (2016). The effects of highway development on housing prices [Article]. Transportation, 43(2), 379-405. https://doi.org/10.1007/s11116-015-9580-7 Lunke, E. B. (2023). Accessibility in a multi-ethnic city: Residential trade-offs among first-time parents [Article]. Journal of Transport Geography, 107, 13, Article 103543. https://doi.org/10.1016/j.jtrangeo.2023.103543 Luo, W., & Wang, F. H. (2003). Measures of spatial accessibility to health care in a GIS environment: synthesis and a case study in the Chicago region [Article]. Environment and Planning B-Planning & Design, 30(6), 865-884. https://doi.org/10.1068/b29120 Martín, J. C., Gutiérrez, J., & Román, C. (2004). Data envelopment analysis (DEA) index to measure the accessibility impacts of new infrastructure investments:: The case of the high-speed train corridor Madrid-Barcelona-French border [Article]. Regional Studies, 38(6), 697-712. https://doi.org/10.1080/003434042000240987 Marwal, A., & Silva, E. (2022). Literature review of accessibility measures and models used in land use and transportation planning in last 5 years [Review]. Journal of Geographical Sciences, 32(3), 560-584. https://doi.org/10.1007/s11442-022-1961-1 McMillen, D. P., & Mcdonald, J. F. (2004). Reaction of House Prices to a New Rapid Transit Line: Chicago's Midway Line, 1983–1999. Real Estate Economics, 32, 463-486. Melser, D., & Hill, R. J. (2019). Residential Real Estate, Risk, Return and Diversification: Some Empirical Evidence [Article]. Journal of Real Estate Finance and Economics, 59(1), 111-146. https://doi.org/10.1007/s11146-018-9668-x Mittal, J., & Byahut, S. (2019). Scenic landscapes, visual accessibility and premium values in a single family housing market: A spatial hedonic approach [Article]. Environment and Planning B-Urban Analytics and City Science, 46(1), 66-83. https://doi.org/10.1177/2399808317702147 Osland, L. (2010). Spatial variation in job accessibility and gender: an intraregional analysis using hedonic house-price estimation [Article]. Environment and Planning a-Economy and Space, 42(9), 2220-2237. https://doi.org/10.1068/a42422 Páez, A., Scott, D. M., & Morency, C. (2012). Measuring accessibility: positive and normative implementations of various accessibility indicators [Article]. Journal of Transport Geography, 25, 141-153. https://doi.org/10.1016/j.jtrangeo.2012.03.016 Paliska, D., & Drobne, S. (2020). Impact of new motorway on housing prices in rural North-East Slovenia [Article]. Journal of Transport Geography, 88, 14, Article 102831. https://doi.org/10.1016/j.jtrangeo.2020.102831 Pilgram, C. A., & West, S. E. (2018). Fading premiums: The effect of light rail on residential property values in Minneapolis, Minnesota [Article]. Regional Science and Urban Economics, 69, 1-10. https://doi.org/10.1016/j.regsciurbeco.2017.12.008 Pirie, G. H. (1979). Measuring Accessibility: A Review and Proposal. Environment and Planning A: Economy and Space, 11(3), 299-312. https://doi.org/10.1068/a110299 Radke, J., & Mu, L. (2000). Spatial Decompositions, Modeling and Mapping Service Regions to Predict Access to Social Programs. Geographic Information Sciences, 6(2), 105-112. https://doi.org/10.1080/10824000009480538 Reggiani, A., Bucci, P., & Russo, G. (2011). Accessibility and Impedance Forms: Empirical Applications to the German Commuting Network [Article]. International Regional Science Review, 34(2), 230-252. https://doi.org/10.1177/0160017610387296 Rokicki, B., & Stepniak, M. (2018). Major transport infrastructure investment and regional economic development - An accessibility-based approach [Article]. Journal of Transport Geography, 72, 36-49. https://doi.org/10.1016/j.jtrangeo.2018.08.010 Rosen, S. (1974). Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition. Journal of Political Economy, 82, 34 - 55. Saiz, A. (2010). The Geographic Determinants of Housing Supply*. The Quarterly Journal of Economics, 125(3), 1253-1296. https://doi.org/10.1162/qjec.2010.125.3.1253 Shyr, O., Andersson, D. E., Wang, J., Huang, T., & Liu, O. (2013). Where Do Home Buyers Pay Most for Relative Transit Accessibility? Hong Kong, Taipei and Kaohsiung Compared. Urban Studies, 50(12), 2553-2568. https://doi.org/10.1177/0042098012474510 Vickerman, R. W. (1974). ACCESSIBILITY, ATTRACTION, AND POTENTIAL - REVIEW OF SOME CONCEPTS AND THEIR USE IN DETERMINING MOBILITY [Review]. Environment and Planning A, 6(6), 675-691. https://doi.org/10.1068/a060675 Wachs, M., & Kumagai, T. G. (1973). PHYSICAL ACCESSIBILITY AS A SOCIAL INDICATOR [Article]. Socio-Economic Planning Sciences, 7(5), 437-456. https://doi.org/10.1016/0038-0121(73)90041-4 Wagner, G. A., Komarek, T., & Martin, J. (2017). Is the light rail "Tide" lifting property values? Evidence from Hampton Roads, VA [Article]. Regional Science and Urban Economics, 65, 25-37. https://doi.org/10.1016/j.regsciurbeco.2017.03.008 Wu, C., Ye, X. Y., Du, Q. Y., & Luo, P. (2017). Spatial effects of accessibility to parks on housing prices in Shenzhen, China [Article]. Habitat International, 63, 45-54. https://doi.org/10.1016/j.habitatint.2017.03.010 Yan, X. (2020). Evaluating household residential preferences for walkability and accessibility across three US regions [Article]. Transportation Research Part D-Transport and Environment, 80, 16, Article 102255. https://doi.org/10.1016/j.trd.2020.102255 Yen, B. T. H., Mulley, C., Shearer, H., & Burke, M. (2018). Announcement, construction or delivery: When does value uplift occur for residential properties? Evidence from the Gold Coast Light Rail system in Australia [Article]. Land Use Policy, 73, 412-422. https://doi.org/10.1016/j.landusepol.2018.02.007 Zhang, L., Shen, R., Li, T. Q., & Zhou, Q. F. (2022). Effects of Urban Expressways on Housing Prices: A Case Study of Qiushi Highway, Hangzhou, China [Article]. Transportation Research Record, 2676(8), 697-713, Article 03611981221084700. https://doi.org/10.1177/03611981221084700 | - |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/93112 | - |
| dc.description.abstract | 可及性分析常見於不動產價值的評估之中,其中引力模式(Gravity Model)也被廣泛應用於可及性的衡量。該方式同時考慮到機會的地理分布,以及取得該機會所需花費的成本,並估算出每個房屋獲得各種機會的難易程度,以作為可及性的代表。透過確認每個房屋的可及性大小,有助於判斷其潛在的價值。
本篇研究將以桃園機場捷運作為研究對象,分析在捷運出現前後所產生的工作可及性變化,是否會對周遭的房價產生影響。文章中比較了捷運與公路兩交通系統間的可及性差異,發現當捷運的可及程度優於公路運輸時,每相差一單位的可及性將使房價上漲約1.5倍至2倍。顯示出機場捷運的出現確實吸引了許多外縣市人口到當地購屋,尤其是偏好以捷運進行通勤的民眾,或是無可用自駕車的居民。 與過往相關的研究對比,本文改良了傳統的雙重差分模型,除了使用可及性的差異來判斷樣本所受到的影響程度,取代傳統以距離的衡量方式,也加入了第三個差分項目,以進一步探討捷運實際上帶來了什麼優勢,使得民眾在機場捷運出現以後,願意支付更高的金額於當地的房地產市場之中。 | zh_TW |
| dc.description.abstract | The assessment of accessibility plays a crucial role in real estate evaluation. The gravity model, widely applied for accessibility calculation, factors in the spatial distribution of opportunities and the costs incurred to access them, helping us determine how easily a house can access each opportunity.
In this research, we analyzed if the changes in job accessibility after the construction of Taoyuan Airport MRT will have an impact on the price of surrounding houses. We compared the accessibility differences between MRT and driving, finding that when MRT accessibility is better than that of highway transportation, each unit of difference in accessibility will increase housing prices by about 1.5 to 2 times. The result indicates that the Airport MRT has effectively attracted people who work in the Taipei metropolitan area to relocate to Taoyuan. Compared to previous studies, this research provided an improved Difference-in-difference model. We applied the change in accessibility to replace the treatment variable in the model and constructed a triple differences model. According to the model design, our goal is to investigate how the Airport MRT motivates buyers to invest more in houses located around MRT stations. | en |
| dc.description.provenance | Submitted by admin ntu (admin@lib.ntu.edu.tw) on 2024-07-17T16:28:47Z No. of bitstreams: 0 | en |
| dc.description.provenance | Made available in DSpace on 2024-07-17T16:28:47Z (GMT). No. of bitstreams: 0 | en |
| dc.description.tableofcontents | 摘要 i
Abstract ii 目次 iii 圖次 iv 表次 v 第一章 緒論 1 第一節 研究背景與動機 1 第二節 研究目標 4 第三節 桃園捷運運輸系統 6 第二章 文獻回顧 9 第一節 特徵價格模型理論 (Hedonic model) 9 第二節 雙重差分法 (Difference-in-Difference) 10 第三節 可及性 (Accessibility) 13 第四節 可及性與雙重差分 23 第三章 研究架構與模型設計 26 第一節 研究架構 26 第二節 可及性分析 27 第三節 模型設計 28 第四節 資料蒐集與處理 31 第四章 實證結果 35 第一節 平行趨勢假設 35 第二節 可及性對房價影響結果 36 第三節 穩健性測試 47 第五章 總結 52 第一節 研究結論 52 第二節 後續展望 53 參考文獻 54 | - |
| dc.language.iso | zh_TW | - |
| dc.subject | 三重差分 | zh_TW |
| dc.subject | 兩階段流動搜尋法 | zh_TW |
| dc.subject | 不動產定價 | zh_TW |
| dc.subject | 雙重差分 | zh_TW |
| dc.subject | 工作可及性 | zh_TW |
| dc.subject | 特徵價格模型 | zh_TW |
| dc.subject | 引力模式 | zh_TW |
| dc.subject | Gravity Model | en |
| dc.subject | House Pricing | en |
| dc.subject | 2SFCA | en |
| dc.subject | Accessibility | en |
| dc.subject | Hedonic Model | en |
| dc.subject | Triple DID | en |
| dc.subject | Difference-in-difference | en |
| dc.title | 捷運開通後工作場所可及性對房價的影響:以引力模式下的雙重差分分析機場捷運 | zh_TW |
| dc.title | The Impact of Workplace Accessibility on Housing Prices: A Gravity Model-based Difference-in-Differences Analysis for Airport MRT | en |
| dc.type | Thesis | - |
| dc.date.schoolyear | 112-2 | - |
| dc.description.degree | 碩士 | - |
| dc.contributor.oralexamcommittee | 簡睿哲;譚丹琪 | zh_TW |
| dc.contributor.oralexamcommittee | Ruey-Jer Jean;Dan-Chi Tan | en |
| dc.subject.keyword | 雙重差分,三重差分,特徵價格模型,工作可及性,引力模式,兩階段流動搜尋法,不動產定價, | zh_TW |
| dc.subject.keyword | Difference-in-difference,Triple DID,Hedonic Model,Accessibility,Gravity Model,2SFCA,House Pricing, | en |
| dc.relation.page | 58 | - |
| dc.identifier.doi | 10.6342/NTU202401751 | - |
| dc.rights.note | 同意授權(限校園內公開) | - |
| dc.date.accepted | 2024-07-15 | - |
| dc.contributor.author-college | 共同教育中心 | - |
| dc.contributor.author-dept | 統計碩士學位學程 | - |
| 顯示於系所單位: | 統計碩士學位學程 | |
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