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Unpacking the relation between media sentiment and house prices: A topic modeling approach 解读媒体情绪与房价之间的关系:主题建模方法
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-09-21 DOI: 10.1016/j.jhe.2024.102025
Ernest N. Biktimirov, Tatyana Sokolyk, Anteneh Ayanso
This study uses a topic modeling approach to investigate the relation between news media sentiment and house price movements. By examining real estate related articles published in local newspapers of 16 major cities in Canada and Australia, we find that housing media sentiment has significant relation with future house price movements in the Canadian market but not in the Australian market. We identify the specific topics discussed in news media related to the housing market and report differences in their themes and media sentiment's predictive power between Canada and Australia. This analysis presents novel inferences of qualitative and hard-to-quantify information related to the housing market in two different countries.
本研究采用主题建模法研究新闻媒体情绪与房价走势之间的关系。通过研究加拿大和澳大利亚 16 个主要城市当地报纸上发表的房地产相关文章,我们发现在加拿大市场,住房媒体情绪与未来房价走势有显著关系,而在澳大利亚市场则没有。我们确定了新闻媒体讨论的与房地产市场相关的特定主题,并报告了加拿大和澳大利亚在主题和媒体情绪预测力方面的差异。这项分析对两个不同国家与住房市场相关的定性和难以量化的信息进行了新颖的推断。
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引用次数: 0
Discrimination in the Austrian rental housing market: The effect of information concerning first and second-generation immigrant status 奥地利住房租赁市场中的歧视:第一代和第二代移民身份信息的影响
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-10-24 DOI: 10.1016/j.jhe.2024.102030
Doris Weichselbaumer, Hermann Riess
This study investigates the previously unexplored effect that immigrant generation has on housing discrimination against immigrants. Property owners may perceive more recent immigrants as particularly “other” and fear that they will not be good tenants, e.g. because they will treat a property in an undesirable manner or not pay their bills. To test the effect of acculturation, we conduct an email correspondence test in Austria and compare landlords’ responses to inquiries from immigrants (with a Serbian, Syrian or Turkish name) of the first, first and a half, and second-generation to those who do not provide respective information about their immigration background. We find that when applicants indicate their place of birth and upbringing, discrimination is highest for first-generation immigrants and lowest for second-generation immigrants. This suggests an advantage for more acculturated applicants. However, compared to providing no information, actively signaling a second-generation background only benefits one of the immigrant groups tested (Syrians), who may be perceived as recent refugees otherwise.
本研究调查了移民世代对移民住房歧视的影响,这种影响此前尚未被探索。房东可能会认为新移民特别 "另类",担心他们不是好租客,例如他们会以不良方式对待房产或不付账单。为了检验文化适应的影响,我们在奥地利进行了一次电子邮件通信测试,并比较了房东对第一代、第一代半和第二代移民(名字为塞尔维亚、叙利亚或土耳其)与未提供各自移民背景信息的移民的询问的回应。我们发现,当申请人说明其出生地和成长经历时,第一代移民受到的歧视最高,第二代移民受到的歧视最低。这表明文化程度较高的申请人更有优势。然而,与不提供任何信息相比,主动表明第二代背景只对其中一个受测移民群体(叙利亚人)有利,否则他们可能会被视为近期难民。
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引用次数: 0
The effect of flood risk on house prices in the Basque Country 洪水风险对巴斯克地区房价的影响
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-10-24 DOI: 10.1016/j.jhe.2024.102022
Patricia Menéndez , Maria Jesús Bárcena , María Cristina González , Fernando Tusell
We analyze property prices, including both sales and rents, in relation to climate change-associated flood risk arising from sea level rise and river overflow. Our body of evidence consists of sale and rent offered prices in the Basque Country from 2007 to 2017, totaling over 329,000 observations. Our quantitative methods depart from those in other studies by using the ratio of sale to rent prices, deemed more likely to reflect the effects we are investigating. We use geographically weighted regression (GWR) with neighborhoods tailored to risk areas. Our findings provide some evidence of risk capitalization, although limited to areas of higher risk.
我们分析了房地产价格(包括销售和租金)与海平面上升和河流泛滥导致的气候变化相关洪水风险的关系。我们的证据包括 2007 年至 2017 年巴斯克地区的销售和租赁价格,总计超过 329,000 个观测值。我们的定量方法与其他研究不同,我们使用的是销售价格与租金的比率,这被认为更有可能反映我们正在调查的影响。我们使用了地理加权回归(GWR),并根据风险区域对邻近地区进行了调整。我们的研究结果提供了一些风险资本化的证据,尽管仅限于风险较高的地区。
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引用次数: 0
Catastrophic fires, human displacement, and real estate prices in California 加州的灾难性火灾、人类流离失所和房地产价格
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-10-01 DOI: 10.1016/j.jhe.2024.102023
Hannah Hennighausen , Alexander James
Millions of people are displaced by natural disasters each year, yet little is known about how evacuees affect host communities. We analyze the migratory effects of the most destructive fire in California history, the 2018 Camp Fire, which destroyed over 18,000 structures and displaced roughly 50,000 people. By merging geospatial information on the fire’s footprint with Zillow’s housing transaction data, we estimate both the spatial and temporal effects of the fire on real estate prices at a granular level. A number of important insights emerge. First, within 25 miles of the fire’s footprint, home prices increased by 13 percent in the six-week aftermath of the fire. Effects decay with distance and are statistically insignificant beyond 100 miles. Second, effects are detected within two weeks of the fire, fully materialize within four weeks, and are persistent up to ten months (which exhausts our period of consideration). Results are consistent with the relocation decisions of evacuees and are robust to a variety of specifications and modeling assumptions.
每年都有数百万人因自然灾害而流离失所,但人们对撤离者如何影响收容社区却知之甚少。我们分析了加州历史上破坏性最大的火灾--2018 年坎普大火(Camp Fire)的迁移影响,这场大火摧毁了 18000 多座建筑,造成约 5 万人流离失所。通过将火灾足迹的地理空间信息与 Zillow 的房屋交易数据合并,我们估算了火灾在空间和时间上对房地产价格的影响。我们得出了一些重要结论。首先,在火灾发生后的六周内,火灾影响范围 25 英里内的房价上涨了 13%。随着距离的增加,影响逐渐减弱,超过 100 英里后,影响在统计上就不显著了。其次,火灾影响在火灾发生后两周内被发现,四周内完全显现,并持续十个月之久(这已超出了我们的考虑范围)。结果与疏散人员的搬迁决定一致,并且对各种规范和建模假设都是稳健的。
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引用次数: 0
Opioids prescribing restrictions and homelessness: Evidence from hydrocodone rescheduling 阿片类药物处方限制与无家可归问题:从氢可酮重新列表中获得的证据
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-06-25 DOI: 10.1016/j.jhe.2024.102010
Johabed G. Olvera , Felipe Lozano-Rojas , Julio A. Ramos Pastrana , Sumedha Gupta

This paper examines the effect of restricting opioid prescription on homelessness. We assess this relationship by exploiting plausible exogenous variation in prescribed opioid supply derived from an opioid restriction policy: the hydrocodone (i.e., Vicodin, not oxycodone products like Oxycontin) rescheduling. We identified the causal effect of this decrease in the supply of hydrocodone, the most prescribed opioid in the U.S. and comprising 55% of overall use opioid prescription dispensing, by comparing the number of homeless individuals in geographies with higher exposure to Hydrocodone against those in areas with lower exposure, before and after the enactment of the policy. We find that in the quarter following hydrocodone upscheduling, the rate of people experiencing homelessness decreased by almost 56 per 100,000 inhabitants (a 25.4% reduction relative to the pre-policy mean). In addition, results show that hydrocodone prescriptions, drug related deaths, unemployment, and divorce rates decrease following the upscheduling. Taken together, our results suggest that during our study period (2007–2017) the hydrocodone rescheduling reduced homelessness by preventing some household crises.

本文研究了限制阿片类药物处方对无家可归者的影响。我们通过利用阿片类药物限制政策(即氢可酮(即维柯丁,而非奥施康定等羟考酮产品)重新列表)所导致的阿片类药物处方供应的合理外生变化来评估这种关系。氢可酮是美国处方量最大的阿片类药物,占阿片类药物处方配药总量的 55%,我们通过比较政策颁布前后氢可酮暴露量较高地区与暴露量较低地区的无家可归者人数,确定了氢可酮供应量减少的因果效应。我们发现,在氢可酮纳入管制范围后的一个季度,每 10 万居民中的无家可归者人数减少了近 56 人(与政策颁布前的平均值相比减少了 25.4%)。此外,结果还显示,氢可酮处方、与毒品相关的死亡、失业和离婚率在调高管制后都有所下降。综上所述,我们的研究结果表明,在我们的研究期间(2007-2017 年),氢可酮的重新安排避免了一些家庭危机,从而减少了无家可归者的数量。
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引用次数: 0
Gobi wind blows housing price away: Willingness to pay for clean air in China 戈壁风吹走了房价中国为清洁空气付费的意愿
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-12-01 Epub Date: 2024-10-16 DOI: 10.1016/j.jhe.2024.102029
Jianglong Li, Shiqiang Sun
Economists often reply on housing market to investigate the willingness to pay for clean air, while potential endogeneity concerns pose challenges. This paper proposes an identification strategy based on the Gobi Desert dust storm, providing suitable instrumental variable for hedonic models at the house-day level in East Asia. We exploit within-Beijing and over-time variation in air pollution caused by dust storm and find that after addressing endogeneity issues, the negative impact of air pollution on housing prices strengthened nearly fivefold. Buyers in Beijing are willing to pay an additional 7.9 % in housing prices for a decrease of PM10 by 100 μg/m³, indicating that the benefits of air pollution improvement in Beijing over the past decade are >1.5 trillion yuan in the housing market. This paper also reveals that an increase in air pollution leads sellers to exhibit a higher willingness to sell, reflecting in lower listing prices, heightened bargaining power for buyers, and a shorter transaction cycle.
经济学家通常通过住房市场来研究人们为清洁空气付费的意愿,但潜在的内生性问题带来了挑战。本文提出了一种基于戈壁滩沙尘暴的识别策略,为东亚地区房日水平的享乐主义模型提供了合适的工具变量。我们利用沙尘暴造成的空气污染在北京内部和时间上的变化,发现在解决了内生性问题后,空气污染对房价的负面影响增强了近五倍。北京的购房者愿意为 PM10 降低 100 μg/m³ 而额外支付 7.9% 的房价,这表明过去十年北京空气污染改善给住房市场带来的收益高达 1.5 万亿元。本文还揭示了空气污染加重会导致卖方表现出更高的出售意愿,反映在挂牌价格降低、买方议价能力增强和交易周期缩短上。
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引用次数: 0
How supply and demand affect national house prices: The case of Ireland 供求如何影响国家房价:爱尔兰案例
IF 2.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-09-01 Epub Date: 2024-05-27 DOI: 10.1016/j.jhe.2024.102006
Paul Egan, Kieran McQuinn, Conor O'Toole

While many western economies experienced substantial fluctuations in house prices since the turning of the century, the Irish residential market stands out as a particular case. Irish house prices experienced profound increases in the period leading up to the global financial crisis (GFC); thereafter the concomitant downturn in both the real Irish economy and financial sector precipitated a dramatic decline in prices between 2007 and 2012. However, since 2012 prices have increased in a sustained and persistent manner. A number of possible reasons are commonly cited for the recovery. In this paper we avail of a new housing and financial sector model, which are part of a broader macro-econometric model, COSMO, of the Irish economy to characterise the determinants of Irish house prices over the period 1995–2019 and in particular to examine the reasons for the post 2012 recovery. The suite of models are used to examine the contribution of developments in both monetary policy and financial stability as well as the performance of the real economy. The role played by the sluggish response of the supply-side of the Irish residential sector is also assessed. The supply-side of the Irish market was especially impacted by the GFC and has struggled to respond to the surge in housing demand which has accompanied the general economic recovery since 2012. Our results have interesting implications for the growing literature examining the intersection of monetary policy and financial stability on house prices.

自本世纪初以来,许多西方经济体的房价都经历了大幅波动,而爱尔兰的住宅市场则是一个特殊的案例。在全球金融危机(GFC)爆发之前,爱尔兰房价经历了大幅上涨;此后,爱尔兰实体经济和金融业随之下滑,导致房价在 2007 年至 2012 年间急剧下降。然而,自 2012 年以来,价格却持续上升。人们普遍认为价格回升可能有多种原因。在本文中,我们利用了一个新的住房和金融部门模型,该模型是更广泛的爱尔兰经济宏观经济计量模型 COSMO 的一部分,用于描述 1995-2019 年间爱尔兰房价的决定因素,特别是研究 2012 年后复苏的原因。这套模型用于研究货币政策和金融稳定性的发展以及实体经济表现的贡献。此外,还对爱尔兰住宅部门供应方反应迟缓所起的作用进行了评估。爱尔兰市场的供应方尤其受到全球金融危机的影响,在应对自2012年以来伴随总体经济复苏而出现的住房需求激增方面一直举步维艰。我们的研究结果对越来越多研究货币政策和金融稳定对房价的交叉影响的文献具有有趣的意义。
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引用次数: 0
What determines the success of housing mobility programs? 是什么决定了住房流动计划的成功?
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-09-01 Epub Date: 2024-07-06 DOI: 10.1016/j.jhe.2024.102009
Dionissi Aliprantis , Hal Martin , Kristen Tauber

Housing Mobility Programs (HMPs) support residential mobility to reduce economic segregation. One design feature of HMPs requires identifying areas to which moving will most improve outcomes. We show that ranking neighborhoods’ effects using current residents’ outcomes has strengths over using previous residents’ outcomes due to statistical uncertainty, bias from sorting over time, and lack of support. We simulate how the choice of neighborhood ranking and others affect an originally-intended outcome of HMPs: reducing racial segregation. HMP success on this dimension depends on the ability to port vouchers across jurisdictions, access to cars, and the range of neighborhoods targeted.

住房流动计划(HMPs)支持住宅流动,以减少经济隔离。住房流动计划的一个设计特点是要求确定哪些地区的居民搬迁最能改善结果。我们的研究表明,由于统计上的不确定性、随着时间推移而产生的排序偏差以及缺乏支持,使用当前居民的结果对社区效果进行排序比使用以前居民的结果更有优势。我们模拟了社区排名的选择及其他因素如何影响 HMP 的初衷结果:减少种族隔离。在这一层面上,HMP 的成功与否取决于跨辖区移植住房券的能力、汽车的使用以及目标社区的范围。
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引用次数: 0
Fairness of the first-come, first-served rule on the rental housing market: Insights from a hypothetical survey experiment 先到先得规则对房屋租赁市场的公平性:一项假设调查实验的启示
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-09-01 Epub Date: 2024-06-09 DOI: 10.1016/j.jhe.2024.102004
Mathieu Bunel , Elisabeth Tovar

Echoing recent policies implemented in Seattle and Portland, we examine perceptions of the fairness of the first-come, first-served (FCFS) rule in the context of discrimination in the rental housing market. To do so, we use an original hypothetical survey experiment in which a rental agent is confronted with the discriminatory preferences of his landlord customers. A sample of 2,835 respondents representative of the US population was asked about which choice was the best, from a moral point of view: to allocate rental units exclusively to whichever group applied first (FCFS rule), to the other group or 50/50 to both groups. In two separate experiments, we manipulated (i) the order of arrival of the discriminated and non-discriminated groups, (ii) the income impact of implementing the FCFS rule for the rental agent, who risks losing landlord customers if they rent to the discriminated group, (iii) peer effects, i.e., what other rental agents do and (iv) social norms shared by all members of the community. Consistent with the literature, we find that the order of tenant arrival affects respondents’ normative preferences, and that, second to the 50/50 rule, the FCFS rule is well-received by respondents. Additionally, income, peer influence and social norms all causally impact the level of support for the FCFS rule among respondents. Finally, respondents who are more likely to experience economic hardship and belong to the dominant group in their neighbourhood are the least likely to support the FCFS rule.

与最近在西雅图和波特兰实施的政策相呼应,我们研究了在住房租赁市场歧视背景下对先到先得(FCFS)规则公平性的看法。为此,我们使用了一个独创的假设调查实验,在该实验中,租房中介要面对房东客户的歧视性偏好。我们从美国人口中抽取了 2,835 名受访者,询问他们从道德的角度来看,哪种选择是最好的:是将出租单位完全分配给先申请的群体(FCFS 规则),还是分配给其他群体,抑或是两个群体各占一半。在两个独立的实验中,我们分别操纵了(i)受歧视群体和非受歧视群体的到达顺序;(ii)实施 FCFS 规则对租房中介收入的影响,因为如果他们把房子租给受歧视群体,就有可能失去房东客户;(iii)同伴效应,即其他租房中介的做法;(iv)社区所有成员共享的社会规范。与相关文献一致,我们发现租户入住的先后顺序会影响受访者的规范性偏好,而且受访者对 "50/50 "规则的接受程度仅次于 "家庭作坊式 "规则。此外,收入、同伴影响和社会规范都会对受访者对 "按家庭收租 "规则的支持程度产生因果影响。最后,更有可能经历经济困难和属于邻里中占主导地位群体的受访者最不可能支持功能性家庭补贴规则。
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引用次数: 0
Impact of skills in early adulthood on lifetime homeownership disparities 成年早期的技能对终生住房所有权差异的影响
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-09-01 Epub Date: 2024-07-04 DOI: 10.1016/j.jhe.2024.102011
Liyi Liu, Douglas McManus

This paper shows that skills acquired by early adulthood affect homeownership levels achieved later in life in important ways. The paper examines three sets of skills—cognitive skills, as measured by the Armed Forces Qualifying Test (AFQT) score; non-cognitive skills (specifically, the degree to which people believe that they have control over the outcome of events in their lives), measured by the Rotter score; and social skills, using a Social score based on Deming (2017). Mediation analysis is used to identify both the direct and indirect effects of these skills, as captured by the three different types of scores, on homeownership. We show that the AFQT score measuring cognitive skills not only captures direct effects on the homeownership rate, but even larger indirect effects through the mediator variables—education and income. AFQT scores in early adulthood are shown to be highly predictive of homeownership outcomes, explaining roughly one-quarter to one-third of the disparate outcomes between White, Black, and Hispanic households. We also examine the degree to which the AFQT, Rotter, and Social scores explain variation in homeownership rates over an individual's life cycle. The findings suggest that reducing disparities in educational outcomes would meaningfully contribute to reducing minority homeownership gaps.

本文表明,成年早期获得的技能会在很大程度上影响日后的住房拥有水平。本文研究了三组技能--以武装部队资格考试(AFQT)分数衡量的认知技能;以罗特尔分数衡量的非认知技能(具体而言,即人们认为自己能够控制生活中事件结果的程度);以及以戴明(2017)为基础的社会分数衡量的社交技能。我们使用中介分析来确定这三种不同类型的分数所反映的这些技能对房屋所有权的直接和间接影响。我们表明,衡量认知技能的 AFQT 分数不仅能捕捉到对住房拥有率的直接影响,而且还能通过中介变量--教育和收入--产生更大的间接影响。结果表明,成年早期的 AFQT 分数对房屋所有权结果具有很高的预测性,可以解释白人、黑人和西班牙裔家庭之间大约四分之一到三分之一的差异结果。我们还研究了 AFQT、Rotter 和 Social 分数在多大程度上解释了个人生命周期中住房拥有率的变化。研究结果表明,缩小教育成果的差距将有助于缩小少数民族的住房拥有率差距。
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引用次数: 0
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Journal of Housing Economics
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