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Amenity Value of Green Space: Evidence from Philadelphia 绿地的宜人价值:来自费城的证据
Pub Date : 2021-05-27 DOI: 10.2139/ssrn.3899624
Desen Lin, Shane T. Jensen, Susan M. Wachter
Assessing the amenity value of green space is important to urban revitalization. This paper examines the impact of vacant lots greened by the Pennsylvania Horticultural Society in Philadelphia for the period of 2007-2017 on housing prices. The paper uses a quasi-experimental design to estimate the effect of greening vacant land on the sale prices of nearby houses. We find a positive treatment effect of greening vacant space, with sale prices increasing by 4.3% (which varies by neighborhood income) and show that greening vacant land can eliminate the negative impact of vacant land on housing prices. We also implement and demonstrate the importance of sample selection bias adjustment for the identification of the effect of greening on housing prices.
评估绿地的美化价值对城市振兴具有重要意义。本文研究了2007-2017年期间费城宾夕法尼亚园艺协会绿化的空地对房价的影响。本文采用准实验设计来估计绿化空地对周边房屋销售价格的影响。我们发现,绿化空地具有积极的治理效果,其销售价格可提高4.3%(随邻里收入的不同而不同),绿化空地可以消除空地对房价的负面影响。我们还实施并证明了样本选择偏差调整对于确定绿化对房价的影响的重要性。
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引用次数: 0
Capitalization of Local Government Grants on Land Values: Evidence from Tokyo Metropolitan Area, Japan 地方政府补助的土地价值资本化:来自日本东京都市圈的证据
Pub Date : 2021-05-20 DOI: 10.2139/ssrn.3850086
Takafumi J. Suzuki
This study investigates the capitalization effect of intergovernmental fiscal transfers from central to local government into house prices. The extent to which unconditional fiscal transfers to municipalities in the Tokyo metropolitan area are attributed to land prices will be examined using the event of a drop in the size amount of fiscal transfers following the fiscal reform in the early 2000s. The result shows that the drop in the transfer has decreased the land prices in the municipalities. Furthermore, a reduction of one unit in the per capita grant decreased the value of housing area per capita by one or more units, even if the real discount rate was estimated to be as low as 2%. We can conclude that the fiscal transfer reform focused on in this paper had a more negative impact on the benefits of residing in a municipality in the area than the amount of the reduction.
本文研究中央对地方政府间财政转移支付对房价的资本化效应。对东京都地区的无条件财政转移支付在多大程度上取决于土地价格,将以21世纪初财政改革后财政转移支付规模下降的情况为例进行检验。结果表明,土地出让金的减少降低了直辖市的土地价格。此外,人均补助金每减少一个单位,人均住房面积的价值就会减少一个或多个单位,即使实际贴现率估计低至2%。我们可以得出结论,本文关注的财政转移改革对居住在该地区的自治市的收益的负面影响大于减少的金额。
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引用次数: 1
Curbing the Rising House Prices: The Effect of Demand and Supply Policies on House Prices from a Perspective of the Timing of Policy Implementation 抑制房价上涨:从政策实施时机的角度看供求政策对房价的影响
Pub Date : 2021-05-15 DOI: 10.2139/ssrn.3872006
Hoon-Tark Park
This paper estimates the effect of the governmental announcement of demand restrictions and supply of new homes on house prices and investigates how the timing of policy implementation affects the impact of these policies. Empirically, we show that demand restrictions paired with a moderate or moderately high level of new home supply lead to a decline in house prices, whereas implementing only either demand or supply policies could result in a further increase. A critical observation from our study is that a rapid rise in house prices often self-reinforces its upward momentum, which ultimately accelerates the rate of increase in price over time. Our event study model shows that governmental interventions in the housing market have a significant impact in breaking that trend. In particular, implementing demand and supply policies simultaneously created a greater downward pressure on house prices in areas with a higher level of speculative investments, suggesting effectiveness of using both types of policies in reducing speculation. As an excessive increase in house prices compared to income growth drives the income gap between homeowners and non-owners, our study results contribute to reducing income inequality by better informing policymakers of the effective policy tools from a perspective of the timing of policy implementation.
本文估计了政府宣布限制需求和供应新房对房价的影响,并研究了政策实施的时机如何影响这些政策的影响。根据经验,我们表明,需求限制与适度或适度高水平的新房供应相结合会导致房价下跌,而仅实施需求或供应政策可能导致房价进一步上涨。从我们的研究中得出的一个重要结论是,房价的快速上涨往往会自我强化其上升势头,最终随着时间的推移加速价格的上涨速度。我们的事件研究模型表明,政府对房地产市场的干预对打破这一趋势有重大影响。特别是,同时实施需求和供应政策,对投机投资水平较高的地区的房价造成了更大的下行压力,这表明两种政策在减少投机方面都是有效的。由于与收入增长相比,房价的过度增长导致了有房者和无房者之间的收入差距,我们的研究结果有助于从政策实施时机的角度更好地告知政策制定者有效的政策工具,从而减少收入不平等。
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引用次数: 0
A Housing Price Index with the Improvement-Value Adjusted Repeated-Sales (IVARS) Method 基于改进价值调整重复销售(IVARS)方法的房价指数
Pub Date : 2021-05-06 DOI: 10.1108/IJHMA-01-2021-0005
Edward Chung Yim Yiu, K. Cheung
Article Classification: Research Paper (Construction or testing of a model or framework).

Purpose: The repeat sales house price index has been widely used to measure house price movements on the assumption that the quality of properties does not change over time. This study aims to develop a novel improvement-value adjusted repeat sales (IVARS) house price index to remedy the bias due to the constant-quality assumption.

Design/Methodology/Approach: This study compares the performance of the IVARS model with the traditional hedonic price model and the repeat sales model by using half a million repeated sales pairs of housing transactions in the Auckland Region of New Zealand, and by a simulation approach.

Findings: The results demonstrate that using the information on improvement values from mass appraisal can significantly mitigate the time-varying attribute bias. Simulation analysis further reveals that if the improvement work done is not considered, the repeat sales house price index may be overestimated by 2.7% per annum. The more quality enhancement a property has, the more likely it is that the property will be resold.

Originality: The novel IVARS index can help gauge house price movements with housing quality changes.

Practical Implications: This novel index may have the potential to enable the inclusion of home condition reporting in property value assessments prior to listing open market sales.
文章分类:研究论文(模型或框架的构建或测试)。目的:重复销售房价指数已被广泛用于衡量房价变动的假设,物业的质量不随时间而变化。本研究旨在建立一种新的改良价值调整的重复销售(IVARS)房价指数,以弥补因质量不变假设而造成的偏差。设计/方法/方法:本研究以新西兰奥克兰地区50万对房屋交易的重复销售为例,采用模拟方法,比较了IVARS模型与传统的快乐价格模型和重复销售模型的性能。结果表明:利用质量评价的改进值信息可以显著减轻时变属性偏差。仿真分析进一步表明,如果不考虑改善工作,重复销售房价指数可能被高估2.7% /年。物业的品质提升得越多,转售的可能性就越大。独创性:新颖的IVARS指数可以帮助衡量房价变动与住房质量的变化。实际意义:这个新指数有可能在公开市场销售上市前,将房屋状况报告纳入物业价值评估。
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引用次数: 2
Build More Houses: How an Incorrect Perception of Housing Supply Fueled the Great Recession and Slowed Recovery 建造更多的房子:对住房供应的错误认识如何加剧了大衰退并减缓了复苏
Pub Date : 2021-05-03 DOI: 10.2139/ssrn.3840450
Kevin Erdmann
An oversupply of housing, as a result of a building boom after the turn of the century, is commonly cited as a key cause of the Great Recession and the slow recovery from that recession. Using both national data and data for individual metropolitan areas, such as housing permits, residential investment, and population trends, I show that the evidence for systematic overbuilding is weak. New building was primarily meeting sustainable demand for shelter before the crisis. Building had increased where local regions with inadequate supply had created pent up demand and in regions where population was increasing as households were forced to move away from regions with inadequate housing supply. Elevated vacancy rates, where they developed, are best explained by unexpected declines in population growth. Declining population trends had already become problematic by 2007 in cities where high vacancies and collapsing prices were the worst after the recession. Yet, in 2007 and throughout the crisis, Federal Reserve officials acted explicitly on the perception that excess supply was an impediment to a recovery in residential investment, construction employment, and general economic stability. In short, an incorrect perception of housing oversupply rather than actual oversupply fueled the deep recession and slow recovery by prompting the Federal Reserve to accept or induce negative trends in economic activity.
房屋供过于求是世纪之交后建筑热潮的结果,这通常被认为是大衰退和经济复苏缓慢的主要原因。通过使用国家数据和单个大都市地区的数据(如住房许可、住宅投资和人口趋势),我表明,系统性过度建设的证据很弱。在危机之前,新建筑主要是为了满足对住房的可持续需求。在供应不足造成需求被压抑的地方,以及由于家庭被迫搬离住房供应不足的地区而导致人口增加的地区,建筑数量增加了。空置率上升的最好解释是人口增长的意外下降。到2007年,人口下降趋势已经成为一些城市的问题,这些城市的高空置率和房价暴跌是经济衰退后最严重的。然而,在2007年和整个危机期间,美联储官员明确表示,供应过剩是住宅投资、建筑业就业和总体经济稳定复苏的障碍。简而言之,对住房供过于求而非实际供过于求的错误看法,促使美联储接受或诱发经济活动的负面趋势,从而加剧了深度衰退和缓慢复苏。
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引用次数: 0
The Impact of FinTech on Discrimination in Mortgage Lending 金融科技对抵押贷款歧视的影响
Pub Date : 2021-05-01 DOI: 10.2139/ssrn.3840529
D. Shoag
The mortgage market has historically been plagued by racial discrimination, and recent data show ongoing disparities in the terms offered to minority borrowers by traditional lenders. The mortgage market has changed rapidly in the past decade, however, due to the rise of technology-based (FinTech) lenders. In this paper, I show that FinTech lenders show little to no gap in the terms provided to Black and Hispanic borrowers after adjusting for GSE credit-risk pricing determinants and loan size. This fact is shown using proprietary data on borrowers to better study racial bias and FinTech loans. The paper further shows that, in a matched analysis of observationally similar Black and Hispanic and non-Black or Hispanic borrowers, FinTech lenders provide statistically indistinguishable terms to the two groups. This stands in sharp contrast to the large discrepancies found under identical tests for traditional lenders. This matched analysis, wherein borrowers with similar characteristics such as income and age are compared, is supported by an analysis of preference and shopping heterogeneity in the National Survey of Mortgage Originations. Finally, I show that FinTech penetration in a region had consequences on legacy lender terms as well. Greater FinTech penetration in a zip code is associated with smaller discrepancies even among legacy lenders.
抵押贷款市场历来受到种族歧视的困扰,最近的数据显示,传统贷款机构向少数族裔借款人提供的条款仍然存在差异。然而,由于基于技术(FinTech)的贷款机构的兴起,抵押贷款市场在过去十年中发生了迅速变化。在本文中,我表明,在调整GSE信贷风险定价决定因素和贷款规模后,金融科技贷款机构在向黑人和西班牙裔借款人提供的条款方面几乎没有差距。这一事实是通过使用借款人的专有数据来更好地研究种族偏见和金融科技贷款。该论文进一步表明,在对观察上相似的黑人和西班牙裔以及非黑人或西班牙裔借款人的匹配分析中,金融科技贷款机构为这两个群体提供了统计上无法区分的条款。这与传统银行在相同测试中发现的巨大差异形成鲜明对比。这种匹配的分析,其中借款人具有相似的特征,如收入和年龄进行比较,是由全国抵押贷款来源调查的偏好和购物异质性的分析支持。最后,我表明金融科技在一个地区的渗透也对传统贷款人的条款产生了影响。金融科技在邮政编码地区的渗透率越高,即使在传统贷款机构之间,差异也越小。
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引用次数: 0
The Rise and Fall of a Rumor: Evidence from Regional Housing Markets in China 谣言的兴衰:来自中国区域房地产市场的证据
Pub Date : 2021-04-30 DOI: 10.2139/ssrn.3837195
Fan Zhang, Yanjiang Zhang, Jiayang Song
In this paper, we examine how the enforcement and collapse of a rumor affect regional housing markets in China. Specifically, we trace the rumor that Yanjiao and Dachang, two counties in Hebei province, were to be merged into Tongzhou, a county of Beijing, and quantify the bust of housing prices when the rumor collapses. Using a difference-in-difference approach in a sample of housing units listed between 2015 -2019, we find that listing price in Yanjiao and Dachang drops by 25.1% relative to Tongzhou since local governments clarify the rumor. We further evidence that herding and speculation accelerate the price bust, and a small group of housing speculators trade the price down through the contagion effect.
在本文中,我们研究了谣言的执行和崩溃如何影响中国的区域房地产市场。具体来说,我们追溯了河北燕郊和大厂两个县将并入北京通州的谣言,并量化了谣言破灭时房价的破灭。我们以2015 -2019年上市的住房为样本,采用差中差法发现,自地方政府澄清谣言以来,燕郊和大厂的房价相对于通州下跌了25.1%。我们进一步证明,羊群和投机行为加速了价格的崩溃,一小部分住房投机者通过传染效应交易价格下跌。
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引用次数: 0
The Effect of Wealth Shocks on Shirking: Evidence from the Housing Market 财富冲击对逃避的影响:来自房地产市场的证据
Pub Date : 2021-04-06 DOI: 10.2139/ssrn.3189933
Quanlin Gu, Jia He, Wenlan Qian, Yuan Ren
This paper studies the effect of housing wealth shocks on workplace shirking behavior. We use the type and actual time stamps of 10.6 million credit card transactions by over 200,000 cardholders from a large commercial bank to detect non-work-related behavior during work hours. After positive shocks to house prices, employed homeowners in the treatment group experienced a fast and persistent increase (by 19% per month) in their propensity to use work hours to attend to personal needs. The post-shock response is more pronounced among homeowners with a greater wealth increase, among employees with poorer career potential, or for occupations with higher monitoring costs. Our estimate implies an elasticity of shirking propensity with respect to house price of 3.8.
本文研究了住房财富冲击对职场逃避行为的影响。我们使用一家大型商业银行20多万持卡人的1060万笔信用卡交易的类型和实际时间戳来检测工作时间内与工作无关的行为。在房价受到积极冲击后,治疗组的在职房主在利用工作时间满足个人需求的倾向方面经历了快速而持续的增长(每月增长19%)。在财富增幅较大的房主、职业潜力较差的雇员或监控成本较高的职业中,这种震后反应更为明显。我们的估计表明,相对于房价,规避倾向的弹性为3.8。
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引用次数: 9
Distant Shocks, Migration, and Housing Supply in India 印度的遥远冲击、移民和住房供应
Pub Date : 2021-04-05 DOI: 10.2139/ssrn.3820187
Arnab Dutta, S. Gandhi, Richard K. Green
It is hard to estimate housing supply elasticities. India is a particularly useful country to study housing supply because it is large and has a variety of housing typologies. We estimate the supply elasticity of non-durable, durable, and vacant residential housing units in urban India. We use two migration-inducing exogenous events --- negative rainfall shocks and a highway upgrade program --- occurring in a distant state as demand shifters for local urban housing markets. We apply the Rosen-Roback spatial equilibrium framework to show that both the negative rainfall shocks and the highway upgrade program in a distant state increase inter-state migration. This increase leads to higher population and household growth, and therefore, higher demand for housing in local urban markets. Our findings are three-fold. First, we estimate the long-term supply elasticity of durable housing in urban India to be 1.64. This estimate is substantially lower than the long-run housing supply elasticity estimates of 6-13 for metropolitan areas in the United States seen in the literature. Second, we find that the supply elasticity of non-durable housing is -0.55. Negative supply elasticity of non-durable housing is consistent with the existence of urban gentrification through the demolition and upgrading of slums. And finally, we estimate the elasticity of vacant residential housing unit supply to be 2.63. We posit that a relatively higher vacant housing unit elasticity indicates speculative building by developers.
很难估计住房供应的弹性。印度是一个特别有用的研究住房供应的国家,因为它很大,有各种各样的住房类型。我们估计了印度城市非耐久、耐久和空置住宅单元的供应弹性。我们使用了两个诱发移民的外生事件——负降雨冲击和高速公路升级计划——发生在遥远的州,作为当地城市住房市场的需求转移。我们应用Rosen-Roback空间平衡框架,发现负降雨冲击和遥远州的公路升级计划都增加了州际迁移。这种增长导致人口和家庭增长加快,因此,当地城市市场对住房的需求增加。我们的发现有三个方面。首先,我们估计印度城市耐久住房的长期供应弹性为1.64。这一估计大大低于文献中对美国大都市地区的长期住房供应弹性估计的6-13。其次,我们发现非耐久住房的供应弹性为-0.55。非耐久住房的负供给弹性与通过贫民窟的拆除和改造而产生的城市中产阶级化的存在是一致的。最后,我们估计空置住宅供应弹性为2.63。我们假设相对较高的空置住房弹性表明开发商的投机建设。
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引用次数: 5
Funding Liquidity and the Valuation of Mortgage-Backed Securities 资金流动性和抵押贷款支持证券的估值
Pub Date : 2021-03-26 DOI: 10.2139/ssrn.3813212
Brett Dunn, Mahyar Kargar
We study the relationship between funding liquidity and the valuation of mortgage-backed securities. Most of the financing for mortgage-backed securities occurs through a trade known as a dollar roll, the simultaneous sale and purchase of forward contracts on mortgage-backed securities that is analogous to a repurchase agreement. We develop a four-factor no-arbitrage model for valuing mortgage-backed securities that allows for the valuation of dollar rolls. Unlike previous models of the dollar roll, we allow for the possibility of a prepayment risk premium. We develop a new model-implied measure of funding liquidity of MBS investors that is independent of prepayment risk premia and agency credit spreads. We find that our implied funding liquidity spread is strongly related to measures of intermediary balance sheet constraints and primary dealer positions in mortgage-backed securities.
我们研究了资金流动性与抵押贷款支持证券估值之间的关系。抵押贷款支持证券的大部分融资都是通过一种被称为“美元卷”的交易进行的,即同时买卖抵押贷款支持证券的远期合约,类似于回购协议。我们开发了一个四因素无套利模型来评估抵押贷款支持证券,该模型允许对美元卷进行估值。与以前的美元卷模型不同,我们考虑了提前支付风险溢价的可能性。我们开发了一种新的独立于提前偿付风险溢价和机构信用利差的MBS投资者资金流动性的模型隐含度量。我们发现,我们的隐含资金流动性价差与中介资产负债表约束和一级交易商在抵押贷款支持证券中的头寸密切相关。
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引用次数: 0
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Real Estate eJournal
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