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Buyer behaviour and price expectations: a spatial analysis of the Athens residential market 买家行为和价格预期:雅典住宅市场的空间分析
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-09-16 DOI: 10.1108/jerer-03-2020-0013
M. White, D. Papastamos
PurposeThis paper examines the price setting behaviour over time and space in the Athens residential market. In periods of house price inflation asking prices are often based upon the last observed highest selling price achieved for a similar property in the same micro-location. However, in a falling market, prices may be rigid downwards and less sensitive to the most recent transaction prices, weakening spatial effects. Furthermore, the paper considers whether future price expectations affect price setting behaviour.Design/methodology/approachThe paper employs a dataset of approximately 24,500 property values from 2007 until 2014 in Athens incorporating characteristics and locational variables. The authors begin by estimating a baseline hedonic price model using property characteristics, neighbourhood amenities and location effects. Following this, a spatio-temporal autoregressive (STAR) model is estimated. Running separate models, the authors account for spatial dependence from historic valuations, contemporaneous peer effects and expectations effects.FindingsThe initial STAR model shows significant spatial and temporal effects, the former remaining important in a falling market contrasting with previous literature findings. In the second STAR model, whilst past sales effects remain significant although smaller, contemporaneous and price expectations effects are also found to be significant, the latter capturing anchoring and slow adjustment heuristics in price setting behaviour.Research limitations/implicationsAs valuations used in the database are based upon comparable sales, then in the recessionary periods covered in the dataset, finding comparables may have become more difficult, and hence this, in turn, may have impacted on valuation accuracy.Practical implicationsIn addition to past effects, contemporaneous transactions and expected future values need to be taken in consideration in analysing spatial interactions in housing markets. These factors will influence housing markets in different cities and countries.Social implicationsThe information content of property valuations should more carefully consider the relative importance of different components of asking prices.Originality/valueThis is the first paper to use transactions data over a period of falling house prices in Athens and to consider current and future values in addition to past values in a spatio-temporal context.
本文考察了雅典住宅市场的价格设定行为随时间和空间的变化。在房价上涨时期,要价通常是基于最近观察到的同一微型区域内类似房产的最高售价。然而,在下跌的市场中,价格可能是刚性向下的,对最近的交易价格不太敏感,削弱了空间效应。此外,本文还考虑了未来价格预期是否会影响价格设定行为。设计/方法/方法本文采用了2007年至2014年雅典约24,500处房产价值的数据集,包括特征和位置变量。作者首先利用房产特征、社区便利设施和地理位置效应估算了一个享乐价格的基线模型。在此基础上,估计了时空自回归(STAR)模型。通过运行不同的模型,作者解释了历史估值、同期同行效应和预期效应的空间依赖性。初步的STAR模型显示了显著的空间和时间效应,与先前的文献发现相比,前者在下跌的市场中仍然重要。在第二个STAR模型中,虽然过去的销售效应仍然显著,但较小的同期和价格预期效应也很显著,后者在价格设定行为中捕捉锚定和缓慢调整启发式。研究限制/影响由于数据库中使用的估值是基于可比销售,因此在数据集中涵盖的经济衰退时期,寻找可比产品可能会变得更加困难,因此这反过来可能会影响估值的准确性。在分析住房市场的空间相互作用时,除了过去的影响外,还需要考虑同期交易和预期的未来价值。这些因素将影响不同城市和国家的房地产市场。社会意义房地产估价的信息内容应更仔细地考虑要价的不同组成部分的相对重要性。原创性/价值这是第一篇使用雅典房价下跌期间的交易数据,并在时空背景下考虑当前和未来价值以及过去价值的论文。
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引用次数: 0
Strategic vendor due diligence in real estate transactions 房地产交易中的战略供应商尽职调查
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-08-22 DOI: 10.1108/jerer-04-2022-0012
G. Wiejak-Roy
PurposeIn light of the ever-growing complexity of real estate transactions, the need for vendors and buyers to better understand the role of vendor due diligence (VDD) is imperative. The purpose of this paper is twofold: firstly, it provides a detailed literature review regarding the role of VDD from both the vendor's and buyers' perspectives. Secondly, it analyses the value of VDD over and above the buyer's due diligence (BDD) in real estate transactions by proposing a theoretical model involving two-stage auctions.Design/methodology/approachReal-world examples from the industry are used as a motivation behind listing a set of practical questions. A theoretical construct is built to approximate the real estate environment under study. The construct is then studied from a game-theoretic perspective to obtain theoretical answers to the questions. These answers are then used to shape recommendations for the relevant industry and beyond.FindingsThe model suggested accommodates the feature that even though the VDD is broadly increasing informational efficiency in the market, its value is limited and sometimes harmful when the vendors have a sound prior understanding of their assets and the buyers' pre-transaction information about the asset is already high.Originality/valueThough the real estate market is considered here, the theoretical model we propose is applicable to any other complex asset transaction decision that supports endogenous information disclosure considerations using VDD.
鉴于房地产交易日益复杂,卖方和买方有必要更好地了解卖方尽职调查(VDD)的作用。本文的目的有两个:首先,从供应商和买家的角度对VDD的作用进行了详细的文献综述。其次,通过提出一个涉及两阶段拍卖的理论模型,分析了买方尽职调查(BDD)之外的买方尽职调查在房地产交易中的价值。设计/方法论/方法来自行业的真实案例被用作列出一系列实际问题的动机。在此基础上,建立了一个理论结构来近似地描述所研究的房地产环境。然后从博弈论的角度对该结构进行研究,以获得问题的理论答案。然后,这些答案被用来为相关行业和其他行业提供建议。该模型考虑到尽管VDD在市场上广泛地提高了信息效率,但当卖方对其资产有良好的事先了解而买方对资产的交易前信息已经很高时,其价值是有限的,有时是有害的。原创性/价值虽然这里考虑的是房地产市场,但我们提出的理论模型适用于任何其他复杂的资产交易决策,支持使用VDD的内生信息披露考虑。
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引用次数: 1
Identifying how the time on the market affects the selling price: a case study of residential properties in Paphos (Cyprus) urban area 确定市场上的时间如何影响销售价格:帕福斯(塞浦路斯)城区住宅物业的案例研究
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-08-05 DOI: 10.1108/jerer-11-2021-0051
Philippos Nikiforou, T. Dimopoulos, P. Sivitanides
PurposeThe purpose of this study is to investigate how the degree of overpricing (DOP) and other variables are associated with the time on the market (TOM) and the final selling price (SP) for residential properties in the Paphos urban area.Design/methodology/approachThe hedonic pricing model was used to examine the association of TOM and SP with various factors. The association of the independent variable of DOP and other independent variables with the two dependent variables of TOM and SP were investigated via ordinary least squares (OLS) regression models. In the first set of models the dependent variable was TOM and in the second set of models the dependent variable was SP. A sample of N = 538 completed transactions from Q1 2008 to Q2 2019 was used to estimate the optimum DOP that a seller must apply on the current market value of a property in order to achieve highest SP price in the shortest TOM.FindingsThe results of this study also suggest that the degree of overpricing in thin and less transparent markets is higher than that in transparent markets with high property transaction volumes. In mature markets like the USA and the UK where the actual sold prices are published, the DOP is around 1.5% which is much lower than the 11% DOP identified in this study.Practical implicationsIt was found that buyers are willing to pay more for the same house in a bigger plot than a bigger house in the same plot. The outcome is that smaller houses sell faster at a higher price per square meter than larger houses. Smaller houses are more affordable than larger houses.Social implicationsThere is a large pool of buyers for smaller houses than bigger houses. Higher demand for smaller houses results in a higher price per square meter for smaller houses than the price per square meter for bigger houses. Respectively the TOM for smaller houses is shorter than the TOM for bigger houses.Originality/valueThe database used is unique, from an estate agent located in Paphos that managed to sell more than 27,000 properties in 20 years. This data set is the most accurate information for Cyprus' property transactions.
本研究的目的是调查帕福斯市区住宅物业的过高定价程度(DOP)和其他变量与市场时间(TOM)和最终销售价格(SP)之间的关系。设计/方法/方法采用享乐定价模型来考察TOM和SP与各种因素的关系。通过普通最小二乘(OLS)回归模型考察了DOP自变量和其他自变量与TOM和SP两个因变量的相关性。在第一组模型中,因变量是TOM,在第二组模型中,因变量是SP。从2008年第一季度到2019年第二季度完成的N = 538笔交易样本用于估计卖方必须应用于房产当前市场价值的最佳DOP,以便在最短的TOM中获得最高的SP价格。本研究的结果还表明,在薄而不透明的市场中,过高定价的程度高于高房地产交易量的透明市场。在美国和英国等公布实际销售价格的成熟市场,DOP约为1.5%,远低于本研究中确定的11% DOP。实际意义研究发现,买家愿意花更多的钱买同样的房子,在一个更大的地块比一个更大的房子在同一地块。结果是,小房子比大房子卖得更快,每平方米的价格更高。小房子比大房子更便宜。社会影响购买小房子的人比购买大房子的人多。对小房子的更高需求导致小房子的每平方米价格高于大房子的每平方米价格。分别来说,小房子的TOM比大房子的TOM短。原创性/价值本文使用的数据库是独一无二的,来自帕福斯的一家房地产中介,该中介在20年内成功销售了2.7万多套房产。该数据集是塞浦路斯房地产交易最准确的信息。
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引用次数: 0
Drivers behind the accuracy of self-reported home valuations: evidence from an emerging economy 自我报告房屋估值准确性背后的驱动因素:来自新兴经济体的证据
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-07-20 DOI: 10.1108/jerer-02-2022-0004
M. Tomal
PurposeThis paper aims to explore the drivers behind the accuracy of self-reported home valuations in the Warsaw (Poland) housing market.Design/methodology/approachIn order to achieve the research goal, firstly, unique data on subjective residential property values estimated by their owners were compared with market-justified ones. The latter was calculated using geographically weighted regression, which allowed for taking into account spatially heterogeneous buyers' housing preferences. An ordered logit model was then used to identify the factors influencing the probability of the occurrence of bias towards over or undervaluation.FindingsThe results of the study revealed that, on average, homeowners overvalued their properties by only 1.94%, and the fraction of interviewees estimating their properties accurately ranges from 20% to 68%, depending on the size of the margin of error adopted. The drivers of the valuation bias variation were the physical, locational and neighbourhood attributes of the property as well as the personal characteristics of the respondents, for which their age and employment situation played a key role.Originality/valueIn contrast to previous studies, this is the first to examine drivers behind the accuracy of self-reported home valuations in a Central and Eastern Europe country. In addition, this work is the first to consider heterogeneous housing preferences when calculating objective property values.
本文旨在探讨华沙(波兰)住房市场自我报告房屋估值准确性背后的驱动因素。为了实现研究目标,首先,将业主主观估计的住宅物业价值的独特数据与市场合理的数据进行比较。后者是使用地理加权回归计算的,这允许考虑到空间异质性买家的住房偏好。然后使用有序logit模型来确定影响高估或低估偏差发生概率的因素。调查结果研究结果显示,平均而言,房主高估自己的房产只有1.94%,而准确估计自己房产的受访者比例在20%到68%之间,这取决于所采用的误差幅度的大小。房产的物理属性、地理位置和邻里属性以及受访者的个人特征是影响估价偏差变化的驱动因素,其中年龄和就业状况起着关键作用。独创性/价值与之前的研究相比,这是第一次研究中欧和东欧国家自我报告的房屋估值准确性背后的驱动因素。此外,这项工作是第一个考虑异质住房偏好时,计算客观财产价值。
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引用次数: 0
What property attributes are important to UK university students in their online accommodation search? 英国大学生在网上搜索住宿时,哪些房产属性是重要的?
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-07-06 DOI: 10.1108/jerer-03-2021-0019
Olayiwola Oladiran, Adesola Sunmoni, Saheed Ajayi, Jiarong Guo, Muhammad Azeem Abbas

Purpose

This paper examines the categories of property attributes that are important to UK university students in their online accommodation search. It also analyses the volume of information displayed regarding the property attributes and explores the influence of some of the information provided on the attractiveness and by extension, the booking potential of the property.

Design/methodology/approach

The authors use data from an online student accommodation listing platform – student.com – which contain tangible and non-tangible property attributes, and the data are analysed using a hedonic regression model.

Findings

The results show that purpose-built student accommodation's (PBSA) tangible and intangible attributes are important to students in their online accommodation search, although, these attributes vary in impact. The study also reveals that failure to display key information of a PBSA may reduce the attractiveness of the property.

Originality/value

The empirical evidence on student accommodation ex ante preferences and choices is limited, particularly as it relates to online accommodation search in a UK context. The authors' approach to identify the application of the search theory to the student accommodation search process is particularly unique.

本文研究了英国大学生在网上住宿搜索中重要的房产属性类别。它还分析了显示的有关房产属性的信息量,并探讨了所提供的一些信息对房产吸引力的影响,进而探讨了房产的预订潜力。设计/方法/方法作者使用了来自在线学生住宿列表平台- student.com的数据,其中包含有形和无形的财产属性,并使用享乐回归模型对数据进行分析。研究结果表明,尽管这些属性的影响各不相同,但专用学生宿舍(PBSA)的有形和无形属性对学生在线住宿搜索很重要。研究还表明,未能展示PBSA的关键信息可能会降低物业的吸引力。独创性/价值关于学生住宿事先偏好和选择的经验证据是有限的,特别是当它涉及到英国的在线住宿搜索时。作者将搜索理论应用于学生住宿搜索过程的方法尤为独特。
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引用次数: 0
House price dynamics in Iberian Metropolitan Statistical Areas: slope heterogeneity, cross-sectional dependence and elasticities 伊比利亚大都市统计区的房价动态:斜率异质性、横截面依赖性和弹性
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-07-05 DOI: 10.1108/jerer-02-2022-0005
A. M. Cunha, Júlio Lobão
PurposeThis paper studies the dynamics and elasticities of house prices in Spain and Portugal (Iberia) at the Metropolitan Statistical Area (MSA) level, addressing panel regression problems such as heterogeneity and cross-sectional dependence between MSA.Design/methodology/approachThe authors develop a two steps study. First, five distinct estimation methodologies are applied to estimate the long-term house price equilibrium of the Iberian MSA house market: Mean Group (MG), Fully Modified Ordinary Least Square (FMOLS) MG (FMOLS-MG), FMOLS Augmented MG (FMOLS-AMG), Common Correlated Effects MG (CCEMG) and Dynamic CCEMG (DCCEMG). FMOLS-AMG is found to be the best estimator for the long-term model. Second, an additional five distinct estimation methodologies are applied to estimate the short-term house price dynamics using the long-term FMOLS-AMG estimated price in the error-correction term of the short-term dynamic house price model: OLS Fixed Effects (FE), OLS Random Effects (RE), MG, CCEMG and DCCEMG. DCCEMG is found to be the best estimator for the short-term model.FindingsThe results show that in the long run Iberian house prices are inelastic to aggregate income (0.227). This is a much lower elasticity than what was previously found in US MSA house price studies, suggesting that there are other factors explaining Iberian house prices. According to our study, coastal MSA presents an inelastic housing supply and a price to income elasticity close to one, whereas inland MSA are shown to have an elastic supply and a non-significant price to income elasticity. Spatial differences are important and cross-section dependence is prevalent, affecting estimates in conventional methodologies that do not account for these limitations, such as OLS-FE and OLS-RE. Momentum and mean reversion are the main determinants of short-term dynamics.Practical implicationsRecent econometric advances that account for slope heterogeneity and cross-section dependence produce more accurate estimates than conventional panel estimation methodologies. The results suggest that house markets should be analyzed at the metropolitan level, not at the national level and that there are significant differences between short-term and long-term house price determinants.Originality/valueTo the best of the authors' knowledge, this is the first study applying recent econometric advances to the Iberian MSA house market.
目的研究西班牙和葡萄牙(伊比利亚)在大都市统计区(MSA)水平上的房价动态和弹性,解决MSA之间的异质性和横截面依赖性等面板回归问题。设计/方法/方法作者进行了一个分两步的研究。首先,采用五种不同的估计方法来估计伊比利亚MSA住房市场的长期房价均衡:平均群(MG)、完全修正普通最小二乘(FMOLS) MG (FMOLS-MG)、FMOLS增强MG (FMOLS- amg)、共同相关效应MG (CCEMG)和动态CCEMG (DCCEMG)。发现FMOLS-AMG是长期模型的最佳估计器。其次,利用短期动态房价模型误差修正项的长期FMOLS-AMG估计价格,应用另外五种不同的估计方法来估计短期房价动态:OLS固定效应(FE), OLS随机效应(RE), MG, CCEMG和DCCEMG。发现DCCEMG是短期模型的最佳估计器。结果表明,从长期来看,伊比利亚房价对总收入没有弹性(0.227)。这比之前在美国MSA房价研究中发现的弹性要低得多,这表明还有其他因素可以解释伊比利亚的房价。根据我们的研究,沿海MSA表现出非弹性住房供应和接近1的价格收入弹性,而内陆MSA表现出弹性供应和不显著的价格收入弹性。空间差异很重要,横截面依赖性很普遍,影响了没有考虑这些限制的传统方法的估计,如OLS-FE和OLS-RE。动量和均值回归是短期动态的主要决定因素。实际意义:考虑斜坡异质性和截面依赖性的最新计量经济学进展比传统的面板估计方法产生更准确的估计。研究结果表明,住房市场应该在大都市层面进行分析,而不是在国家层面,短期和长期房价决定因素之间存在显著差异。原创性/价值据作者所知,这是第一个将最近的计量经济学进展应用于伊比利亚MSA房屋市场的研究。
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引用次数: 2
Editorial: The aftermath of two consecutive crises: Volatility and property market mechanisms 社论:连续两次危机的后果:波动性和房地产市场机制
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-06-28 DOI: 10.1108/jerer-08-2022-068
P. Taltavull
A conceptual paper covers an exciting view of how the mortgage market would react when a new player with different credit criteria (LTV and interest rates) enters;it advances a theoretical explanation to recover mortgage coverage in those property markets most affected by the GFC. By analysing four measures of market linkages (correlation, spillover, connectedness and causality), this paper demonstrates that portfolio diversification with corporate equity and public real estate increases in the long term and permits future market risk prediction. [...]Hoesli and Malle analyse the effects of the COVID-19 pandemic on commercial real estate prices.
一篇概念性论文涵盖了一个令人兴奋的观点,即当一个具有不同信贷标准(LTV和利率)的新参与者进入时,抵押贷款市场将如何反应;它提出了一个理论解释,以恢复受全球金融危机影响最严重的房地产市场的抵押贷款覆盖率。通过分析市场联系的四个指标(相关性、外溢性、连通性和因果性),本文证明了企业股权和公共房地产的投资组合多元化在长期内会增加,并允许预测未来的市场风险。[…Hoesli和Malle分析了COVID-19大流行对商业房地产价格的影响。
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引用次数: 1
The occupational life cycle of real estate brokers: a cohort study 房地产经纪人职业生命周期:一个队列研究
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-06-28 DOI: 10.1108/jerer-01-2022-0001
Martin Ahlenius, B. Berggren, Tommy Gerdemark, Jon Kågström, Lars-Johan Åge
PurposeThe purpose of this article is to describe and analyze the occupational life cycle of Swedish real estate brokers.Design/methodology/approachVoluntary turnover among real estate brokers could lead to occupational turnover and/or employee turnover and has been described as problematic by both practitioners and researchers alike. Most previous studies focusing on this issue have explored connections between real estate brokers' personality, economic and market conditions and turnover. Employee turnover involves shifting jobs within the profession (real estate brokerage), whereas occupational turnover concerns movement to a job not related to the real estate brokerage profession. Both perspectives on turnover are however lacking data about the average time spent as a broker. This study fills this gap by exploring real estate brokers' life cycle through data analysis using a cohort study consisting of a sample of 5,304 real estate brokers registered and/or deregistered over a ten-year period from 2010 to 2019.FindingsThe analysis show that the decline is almost linear, resulting in 50% of the newly registered real estate brokers remain in the occupation eight years after registration. These findings are not in line with previous assumptions as the real estate brokers' life cycle is substantially longer. The results also reveal that there are differences in life cycles due to gender and year of registration.Originality/valueThe analysis of longitudinal, aggregated data on the life cycle of real estate brokers is highly relevant as it serves as a point of reference for future longitudinal studies analyzing the motives for leaving the occupation.
本文的目的是描述和分析瑞典房地产经纪人的职业生命周期。设计/方法/方法房地产经纪人的自愿离职可能导致职业和/或员工离职,从业人员和研究人员都认为这是一个问题。以往针对这一问题的研究大多是探讨房地产经纪人的个性、经济和市场状况与营业额之间的关系。员工流动涉及到行业内的工作转移(房地产经纪),而职业流动则涉及到与房地产经纪行业无关的工作。然而,这两种关于成交量的观点都缺乏关于经纪人平均花费时间的数据。本研究通过对2010年至2019年十年间注册和/或注销的5304名房地产经纪人样本进行队列研究,通过数据分析探索房地产经纪人的生命周期,填补了这一空白。分析表明,这种下降几乎是线性的,导致50%的新注册房地产经纪人在注册8年后仍在该职业中工作。这些发现与之前的假设不一致,因为房地产经纪人的生命周期要长得多。结果还显示,由于性别和登记年份的不同,生命周期也存在差异。独创性/价值对房地产经纪人生命周期的纵向汇总数据的分析是高度相关的,因为它可以作为未来纵向研究的参考点,分析离开这个职业的动机。
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引用次数: 1
Does size matter? Is there an optimal size for tenant–owner associations? 大小重要吗?租赁业主协会是否有一个最佳规模?
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-06-06 DOI: 10.1108/jerer-09-2021-0048
Peter Karpestam, Peter Palm
PurposeThe authors investigate how prices of condominiums are affected by the size of the tenant-owner associations that they belong to.Design/methodology/approachThe authors use data of sold apartments in the Swedish municipality Malmö 2013–2018 and estimate hedonic price regressions. The authors also perform semi-structured interviews with three senior professionals in real estate companies.FindingsThe authors find significantly negative relationships between the prices of condominiums and the size of tenant-owner associations. Also, regression results indicate that associations should be no smaller than 6–10 apartments. The interviews support that associations should not be too small or too big. The lower and upper limit was suggested by the respondents to 40–50 and 80–150 apartments, respectively. In these ranges, economies of scale can be achieved, and residents will not lose the sense of community and responsibility.Research limitations/implicationsThe authors do not prove causality. Smaller associations may have relatively exclusive common amenities, about which we lack data. The same relationships may not exist in different market conditions.Originality/valueThe authors are not aware of previous studies with the same research question. The size of tenant-owner associations may affect the price through different channels. First, several of the banks in Sweden do not always grant mortgages for condominiums that belong to small associations. Second, larger associations may have better economies of scale and more efficient property management. Third, homeowners may prefer smaller tenant-owned associations, because they may feel less anonymous and provide more influence on common amenities.
目的:作者调查了共管公寓的价格是如何受到其所属的租户-业主协会规模的影响的。设计/方法/方法作者使用瑞典市政府Malmö 2013-2018年售出公寓的数据,并估计享乐价格回归。作者还对三位房地产公司的资深专业人士进行了半结构化访谈。研究结果作者发现,共管公寓的价格与租户-业主协会的规模之间存在显著的负相关关系。此外,回归结果表明,关联应不小于6-10套公寓。采访支持协会不应该太小或太大。受访者建议的下限和上限分别为40-50套和80-150套。在这个范围内,可以实现规模经济,居民也不会失去社区意识和责任感。研究局限性/意义作者没有证明因果关系。较小的协会可能拥有相对独特的公共设施,这方面我们缺乏数据。相同的关系在不同的市场条件下可能不存在。原创性/价值作者不知道以前的研究有相同的研究问题。租业主协会的规模可能会通过不同的渠道影响价格。首先,瑞典的几家银行并不总是为小型协会的公寓提供抵押贷款。其次,较大的协会可能有更好的规模经济和更有效的物业管理。第三,房主可能更喜欢较小的租户拥有的协会,因为他们可能会感到不那么匿名,并在公共设施方面提供更大的影响力。
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引用次数: 1
Modelling credit spreads on commercial mortgage loans 模拟商业抵押贷款的信用利差
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2022-05-10 DOI: 10.1108/jerer-04-2021-0022
S. Tsolacos, Nicole Lux
PurposeThis paper offers empirical evidence on factors influencing credit spreads on commercial mortgage loans. It extends existing work on the pricing of commercial mortgage loans. The authors examine the relative significance of a range of factors on loan pricing that are lender, asset and loan specific. The research explores and quantifies the sources of spread differentials among commercial mortgage loans. The paper contributes to a limited literature on the subject and serves the purpose of price discovery in commercial property lending. It offers a framework to compare actual pricing with fundamental-based estimates of loan spreads.Design/methodology/approachPanel analysis is deployed to examine the cross-section and time-series determinants of commercial mortgage loan margins and credit spreads. Using an exclusive database of loan portfolios in the United Kingdom (UK), the panel analysis enables the authors to analyse and quantify the impact of a number of theory-consistent and plausible factors determining the cost of lending to commercial real estate (CRE), including type and origin of lender, loan size, loan to value (LTV) and characteristics of asset financed – type, location and grade.FindingsSpreads on commercial mortgages and, therefore, loan pricing differ by the type of lender – bank, insurance company and debt fund. The property sector is another significant risk factor lenders price in. The LTV ratio has increased in importance since 2012. Prior to global financial crisis (GFC), lenders made little distinction in pricing different LTVs. Loans secured in secondary assets command a higher premium of 50–60bps. The analysis establishes an average premium of 35bps for loans advanced in regions compared to London. London is particularly seen a less risky region for loan advancements in the post-GFC era.Research limitations/implicationsThe study considers the role of lender characteristics and the changing regulation in the pricing of commercial mortgage loans and provides a framework to study spreads or pricing in this market that can include additional fundamental influences, such as terms of individual loans. The ultimate aim of such research is to assess whether mortgage loans are correctly priced and spotting risks emanating from actual loan spreads being lower than fundamental-based spreads pointing to tight pricing and over-lending.Practical implicationsThe analysis provides evidence on lender criteria that determine the cost of loans. The study confirms that differences in regulation affect loan pricing. The regulatory impact is most visible in the increased significance of LTV. In that sense, regulation has been effective in restricting lending at high LTV levels.Originality/valueThe paper exploits a database of a commercial mortgage loan portfolio to make loan pricing more transparent to the different types of lender and borrowers. Lenders can use the estimates to assess whether commercial loans are fairly priced. Borrowers b
目的对影响商业抵押贷款信用利差的因素进行实证研究。它扩展了商业抵押贷款定价方面的现有工作。作者研究了一系列因素对贷款定价的相对重要性,这些因素是贷款人、资产和贷款特定的。本研究探讨并量化了商业抵押贷款利差差异的来源。本文对该主题的有限文献做出了贡献,并为商业房地产贷款的价格发现提供了服务。它提供了一个框架,将实际定价与基于基本面的贷款息差估计进行比较。设计/方法/方法采用面板分析来检查商业抵押贷款利润率和信贷利差的横截面和时间序列决定因素。使用英国(UK)贷款组合的独家数据库,面板分析使作者能够分析和量化一系列理论一致且合理的因素对商业房地产(CRE)贷款成本的影响,包括贷款人的类型和来源,贷款规模,贷款价值比(LTV)以及融资资产的特征-类型,位置和等级。研究发现,商业抵押贷款的息差和贷款定价因贷款机构的类型(银行、保险公司和债务基金)而异。房地产行业是贷款机构计入价格的另一个重要风险因素。自2012年以来,LTV比率的重要性有所上升。在全球金融危机(GFC)之前,贷方对不同的ltv定价几乎没有区别。二级资产担保贷款的溢价更高,为50 - 60个基点。分析显示,与伦敦相比,各地区预付贷款的平均溢价为35个基点。在后全球金融危机时代,伦敦被视为贷款风险较低的地区。研究的局限性/意义本研究考虑了贷款人的特点和不断变化的监管在商业抵押贷款定价中的作用,并提供了一个框架来研究这个市场中的价差或定价,这可能包括额外的基本影响,如个人贷款的条款。此类研究的最终目的是评估抵押贷款的定价是否正确,并发现实际贷款息差低于基于基本面的息差所产生的风险,这表明定价紧张和过度放贷。实际意义该分析为确定贷款成本的贷款人标准提供了证据。该研究证实,监管差异会影响贷款定价。监管的影响在LTV的重要性增加中最为明显。从这个意义上说,监管在限制高杠杆率贷款方面是有效的。原创性/价值本文利用商业抵押贷款组合的数据库,使贷款定价对不同类型的贷方和借款人更加透明。贷款人可以利用这些估算来评估商业贷款的定价是否公平。借款人更好地理解了影响利润率的风险因素的相对重要性,以及他们被收取的价格。本文的结果对监管机构有价值,因为它们可以帮助理解贷款利润率的决定因素,并衡量贷款市场的状况。
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引用次数: 0
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Journal of European Real Estate Research
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