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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 : 2024-09-21 DOI: 10.1016/j.jhe.2024.102025
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
A cost decomposition of break-even rents for new multifamily housing development 新的多户住宅开发项目盈亏平衡租金的成本分解
IF 1.4 3区 经济学 Q3 ECONOMICS Pub Date : 2024-08-06 DOI: 10.1016/j.jhe.2024.102012

We decompose the break-even rents of new multifamily housing into three cost components — land prices, construction costs, and financial capital — for 50 of the largest cities in the United States from 2012 to 2020. This is accomplished by combining existing data on land prices and income capitalization rates with a new data series on local historical pricing of required construction components of complete buildings called “assemblies”. For both 3-story, wood-framed buildings and 12-story, steel-framed buildings, we find that construction costs contribute significantly to the growth of break-even rents, and the relative contribution of construction costs exceeds that of land values for the taller buildings. Meanwhile, cap rates have declined, mediating the effect of development costs on the rents borne by tenants. Overall, there is significant variation in rent growth across cities that can be explained by these three cost factors.

我们将美国 50 个最大城市 2012 年至 2020 年新建多户住宅的盈亏平衡租金分解为三个成本组成部分--土地价格、建筑成本和金融资本。为此,我们将现有的土地价格和收入资本化率数据与被称为 "组件 "的完整建筑所需建筑组件的当地历史定价的新数据系列相结合。我们发现,对于 3 层木结构建筑和 12 层钢结构建筑而言,建筑成本对盈亏平衡租金的增长贡献显著,而且对于较高的建筑而言,建筑成本的相对贡献超过了土地价值。与此同时,上限利率也有所下降,从而调节了开发成本对租户所承担租金的影响。总体而言,这三个成本因素可以解释不同城市租金增长的显著差异。
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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 : 2024-07-06 DOI: 10.1016/j.jhe.2024.102009

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
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 : 2024-07-04 DOI: 10.1016/j.jhe.2024.102011

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
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 : 2024-06-25 DOI: 10.1016/j.jhe.2024.102010

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
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 Q2 Economics, Econometrics and Finance Pub 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
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 Q2 Economics, Econometrics and Finance Pub 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
The price of short-term housing: A study of Airbnb on 26 regions in the United States 短期住房的价格:对美国 26 个地区 Airbnb 的研究
IF 2.4 3区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-26 DOI: 10.1016/j.jhe.2024.102005
Wenzhen Lin , Fan Yang

This study investigates the influence of customer review content and other attributes on Airbnb listing prices, using data from listings across 26 U.S. regions. By integrating sentiment analysis and topic modeling with hedonic and quantile regression models, this paper examines the significant role of electronic word-of-mouth in the short-term rental market, by studying how review sentiments and topics affect pricing strategies. The findings reveal that negative reviews have twice the impact on listing prices as positive reviews; and fourfold for lower-priced listings. Moreover, the results of topic modeling show that both positive and negative reviews related to facilities and location have a larger impact on listing prices. Additionally, the study looks at how the distance of listings from the city center and the timing of reviews affect pricing adjustments. The influence of reviews diminishes for listings located farther from the city center, indicating that Airbnb listing prices near the city center are more sensitive to changes in price determinants. The study also uncovers the existence of a lag effect in how reviews impact prices, showing that Airbnb hosts may not adjust prices as quickly as hotel owners. Overall, the study enriches existing literature by taking into account the review content and type of customer reviews, offering a more comprehensive understanding of short-term rental pricing.

本研究利用美国 26 个地区的房源数据,调查了客户评论内容和其他属性对 Airbnb 房源价格的影响。通过将情感分析和主题建模与享乐回归模型和量子回归模型相结合,本文研究了评论情感和主题如何影响定价策略,从而探讨了电子口碑在短租市场中的重要作用。研究结果表明,负面评论对房源价格的影响是正面评论的两倍;对低价房源的影响是正面评论的四倍。此外,主题建模的结果显示,与设施和位置相关的正面和负面评论对挂牌价格的影响都较大。此外,研究还探讨了房源与市中心的距离以及评论的时间对价格调整的影响。距离市中心较远的房源受评论的影响较小,这表明市中心附近的 Airbnb 房源价格对价格决定因素的变化更为敏感。研究还发现,评论对价格的影响存在滞后效应,这表明 Airbnb 房东可能不会像酒店业主那样迅速调整价格。总之,该研究通过考虑客户评论的内容和类型,丰富了现有文献,为人们更全面地了解短租定价提供了依据。
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引用次数: 0
Seller and search behavior in the Belgian housing market 比利时住房市场的卖方和搜索行为
IF 2.4 3区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-09 DOI: 10.1016/j.jhe.2024.101997
Joren Vandenbergh

This paper analyzes online real estate listings to estimate the listing price elasticity of search activity for the individual seller for both the rental and sales market. This elasticity is an essential parameter in the literature modeling the process of selling a home, as it indicates the extend to which potential buyers will react to the listing price. Furthermore, we argue that our estimates are an approximation for the average price elasticity of demand facing the individual seller, which is an indication for the amount of competition in the market. A novel dataset tracking real estate advertisements on a daily basis allows to control for unobserved heterogeneity between properties by using property fixed effects, exploiting the variation caused by changes in listing prices and search behavior throughout the listing process. The findings indicate that a one percent increase in the listing price reduces search activity for the property by 6.7 percent for the sales market and 6.6 percent for the rental market. Additionally, we find that an increase in the number of listings in a market segment enhances the listing price elasticity.

本文分析了在线房地产挂牌信息,以估算个人卖家在租赁和销售市场的搜索活动的挂牌价格弹性。该弹性是模拟房屋销售过程的文献中的一个重要参数,因为它表明了潜在买家对挂牌价格的反应程度。此外,我们还认为,我们的估计值是个体卖家所面临的平均需求价格弹性的近似值,这也是市场竞争程度的一个指标。通过每天跟踪房地产广告的新数据集,我们可以使用房地产固定效应来控制房地产之间未观察到的异质性,利用挂牌价格和搜索行为在整个挂牌过程中的变化引起的变化。研究结果表明,挂牌价格每提高 1%,销售市场的搜索活动就会减少 6.7%,租赁市场的搜索活动则会减少 6.6%。此外,我们还发现,一个细分市场中挂牌数量的增加会增强挂牌价格弹性。
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引用次数: 0
Homeownership, the unemployed and financial hardship 房主、失业者和经济困难
IF 2.4 3区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-04-25 DOI: 10.1016/j.jhe.2024.101996
Riccardo Welters , Ruud Gerards , Kyran Mellor

We follow 3,826 Australian unemployed persons, approximately half of whom are homeowners. We conduct a matching analysis and find that homeownership reduces both experienced and perceived financial hardship. Building on recent findings in the literature that the presence of financial hardship deteriorates job search quality (i.e., stressors like financial hardship lead to the adoption of haphazard rather than focused job search strategies), we introduce financial hardship as a novel channel through which homeownership affects labour market outcomes of the unemployed. In our matching analysis, we include historical labour market performance and personality traits linked to mobility preferences, to address endogeneity. We also confirm that homeownership reduces residential mobility and increases neighbourhood social capital but find no effect on reservation wages of the unemployed. Considering declining homeownership rates across the OECD in recent years, our findings are both timely and imperative to understand the effect of homeownership on labour market outcomes of the unemployed.

我们对 3826 名澳大利亚失业者进行了跟踪调查,其中约有一半人是房主。我们进行了配对分析,发现拥有房屋会减少经历的和感知到的经济困难。最近有文献发现,经济困难会降低求职质量(即经济困难等压力因素会导致求职者采取草率而非专注的求职策略),在此基础上,我们将经济困难作为一种新的渠道,通过这种渠道,房屋所有权会影响失业者在劳动力市场上的结果。在匹配分析中,我们纳入了劳动力市场的历史表现和与流动偏好相关的个性特征,以解决内生性问题。我们还证实,房屋所有权降低了居住流动性,增加了邻里社会资本,但对失业者的保留工资没有影响。考虑到近年来整个经合组织的住房自有率不断下降,我们的研究结果对于了解住房自有率对失业者劳动力市场结果的影响既及时又必要。
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引用次数: 0
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Journal of Housing Economics
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