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The resilience and realignment of house prices in the era of Covid-19* 新冠肺炎时代房价的韧性和调整*
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2021-02-21 DOI: 10.1108/JERER-11-2020-0055
John V. Duca, Martin Hoesli, Joaquim Montezuma
Purpose: The article analyzes the effects of the COVID-19 pandemic on house prices. Design/Methodology/Approach: We start by discussing the possibility that house price indexes may not fully incorporate the effects of the pandemic as of yet. Against the background of the pandemic, we then analyze economic and behavioral effects affecting house prices. We also discuss how the linkages between tourism and house prices have been affected. We further present evidence of an emerging shift in preferences from urban locations to more peripheral ones. Findings: We report variance in the evolution of house prices across countries at the onset of the pandemic, with locations depending heavily on tourism showing slower price appreciation while appreciation has firmed in other places. We argue that the resilience of house prices is due not only to the low interest rate environment and government efforts to support firms and households, but also behavioral factors. In some locations, the price of condominiums has declined relative to the price of detached houses. This could indicate that wealthier households are seeking more space and larger units as a result of the crisis. There is also evidence of a downward pressure on rents, leading to increased price-rent ratios in the U.S. Originality/Value: By considering both economic and behavioral factors, this paper provides for a better understanding of the resilience and realignment of house prices at the onset of the COVID-19 pandemic.
目的:分析新冠肺炎疫情对房价的影响。设计/方法/方法:我们首先讨论房价指数可能尚未完全纳入大流行影响的可能性。在大流行的背景下,我们分析了影响房价的经济和行为影响。我们还讨论了旅游和房价之间的联系是如何受到影响的。我们进一步提出证据表明,人们的偏好正在从城市地区转向更外围的地区。研究结果:我们报告了疫情爆发时各国房价演变的差异,严重依赖旅游业的地区房价上涨速度较慢,而其他地方的房价上涨已经稳定。我们认为,房价的弹性不仅是由于低利率环境和政府支持企业和家庭的努力,而且是行为因素。在一些地区,共管公寓的价格相对于独立式住宅的价格有所下降。这可能表明,由于经济危机,较富裕的家庭正在寻求更大的空间。还有证据表明,租金面临下行压力,导致美国的租售比上升。独创性/价值:通过考虑经济和行为因素,本文可以更好地理解COVID-19大流行开始时房价的弹性和重新调整。
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引用次数: 10
Lifting the lid on the black box of corporate real estate decision-making; dealing with surplus property 揭开企业房地产决策黑箱的盖子;处理剩余财产
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2021-02-06 DOI: 10.1108/JERER-05-2020-0029
H. Cooke, R. Appel-Meulenbroek, Theo Arentz
PurposeThe purpose of this paper is to identify the variables that influence corporate real estate (CRE) decision-making and gauge their relative importance to each other, thereby understanding the consequent challenges/implications for CRE managers (CREM’s).Design/methodology/approachInterviews were undertaken with experienced CREM’s using the causal network elicitation technique to create decision networks for the variables they considered for the specifically defined scenario: dealing with surplus property from a change of business strategy. These networks illustrate the complexity of the mental representations required for the realignment of the CRE portfolio. The key variables are more extensive than alignment theory suggests, namely, financial stakeholders. Additional variables identified include risk, lease accounting, costs, financial analysis, business metrics and motivational drivers. The latter indicates the importance of self-esteem and peer recognition for CREM’s and financial benefits for the C-suite. Accordingly strategy alignment needs to incorporate CRE both in terms of strategy creation and implementation.FindingsThese networks illustrate the complexity of the mental representations required for the realignment of the CRE portfolio. The key variables are more extensive than alignment theory suggests, namely, financial stakeholders. Additional variables identified include risk, lease accounting, costs, financial analysis, business metrics and motivational drivers. The latter indicates the importance of self-esteem and peer recognition for CREM’s and financial benefits for the C-suite. Accordingly, strategy alignment needs to incorporate CRE both in terms of strategy creation and implementation.Originality/valueThis research appears to be the first that looks in detail at the mental representations used by decision-makers while making CRE decisions.
本文的目的是确定影响企业房地产(CRE)决策的变量,并衡量它们相互之间的相对重要性,从而了解企业房地产经理(CREM)面临的挑战/影响。设计/方法/方法与经验丰富的CREM进行访谈,使用因果网络引出技术为他们为特定定义的场景所考虑的变量创建决策网络:处理商业战略变化带来的剩余财产。这些网络说明了重新调整CRE投资组合所需的心理表征的复杂性。关键变量比对齐理论所建议的更为广泛,即财务利益相关者。确定的其他变量包括风险、租赁会计、成本、财务分析、业务指标和动机驱动因素。后者表明自尊和同伴认可对CREM的重要性,以及对高管层的经济利益。相应地,战略调整需要在战略创建和实施方面结合CRE。这些网络说明了重新调整CRE投资组合所需的心理表征的复杂性。关键变量比对齐理论所建议的更为广泛,即财务利益相关者。确定的其他变量包括风险、租赁会计、成本、财务分析、业务指标和动机驱动因素。后者表明自尊和同伴认可对CREM的重要性,以及对高管层的经济利益。因此,战略一致性需要在战略创建和实施方面结合CRE。原创性/价值这项研究似乎是第一次详细研究决策者在做出CRE决策时所使用的心理表征。
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引用次数: 7
An analysis of papers published in the Journal of European Real Estate Research, 2008-2019 对2008-2019年发表在《欧洲房地产研究杂志》上的论文的分析
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2021-01-18 DOI: 10.1108/JERER-04-2020-0027
Martin Hoesli
PurposeThe purpose of this paper is to analyze papers that have been published in the Journal of European Real Estate Research since its inception in 2008.Design/methodology/approachThe author analyzes papers published from 2008 to 2019 in the Journal of European Real Estate Research by authors’ country of affiliation, by country of study and by theme.FindingsThe Journal of European Real Estate Research publishes papers from scholars from an increasing number of countries, in particular in Central and Eastern Europe. Papers that provide a comparative analysis of countries constitute the largest category of contributions. The three most popular themes remain housing, valuation and investment/portfolio management. However, the dynamics of the three categories differ notably.Originality/valueThis paper provides for a clearer understanding of key dimensions of real estate research in Europe.
本文的目的是分析《欧洲房地产研究杂志》自2008年创刊以来发表的论文。设计/方法/方法作者根据作者所属国、研究国家和主题分析了2008年至2019年在《欧洲房地产研究杂志》上发表的论文。《欧洲房地产研究杂志》(Journal of European Real Estate Research)发表的论文来自越来越多的国家,尤其是中欧和东欧的学者。提供各国比较分析的论文构成了贡献的最大类别。最受欢迎的三个主题仍然是房地产、估值和投资/投资组合管理。然而,这三个类别的动态差异明显。原创性/价值本文对欧洲房地产研究的关键维度提供了更清晰的理解。
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引用次数: 1
Location, location, location!*: a quality-adjusted rent index for the Oslo office market 位置,位置,位置!*:奥斯陆写字楼市场的质量调整租金指数
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2021-01-01 DOI: 10.1108/jerer-02-2021-0009
A. Anundsen, Christian Bjørland, Marius Hagen
PurposeCommonly used rent indices are based on average developments or expert opinions. Such indices often suffer from compositional biases or low data coverage. The purpose of this paper is to overcome these challenges using the authors' approach.Design/methodology/approachThe authors construct a quality-adjusted rent index for the office market in Oslo using detailed data from 14,171 rental contracts.FindingsThe authors show that compositional biases can have a large impact on rental price developments. By adding building-fixed effects to a standard hedonic regression model, the authors show that the explanatory power increases considerably. Furthermore, indices excluding location-specific information, or which include less granular location controls than at the building level, portray quite a different picture of rent developments than indices that do take this into account. The authors also exploit information on contract signature date and find that a more timely detection of turning points can be achieved by using the signature date instead of the more typically used start date of the lease.Research limitations/implicationsThe study is confined to Norwegian data, and an avenue for future research would be to explore if similar results are obtained for other countries. A weakness with the paper is that authors' do not observe quality changes over time, such as renovation. Controlling for time-varying and unit-specific attributes in hedonic models for the commercial real estate (CRE) market would be useful to purge indices further for compositional effects and unobserved heterogeneity. While the authors do control for building-fixed effects, there are additional variations within a building (floor, view, sunlight, etc.) that the authors do not capture. Studies that could control for this would certainly be welcome, both in order to estimate the value of such amenities and to see how it affects estimated rent developments. Another promising avenue for future research is to link data on rental contracts in the CRE market with firm-specific information in order to explore how firm profitability and liquidity may affect rental contracts.Practical implicationsThe authors show that the hedonic index yields a sharper fall in rents after the global financial crisis and more muted developments in the period between 2013 and 2015 than the average rent index. The results show that rents have followed their estimated equilibrium closely and have re-adjusted quickly in periods of deviation. From a financial stability perspective, the risk of a sharp fall in rents is reduced because rents often are in line with their fundamentals.Social implicationsThe authors find that a more timely detection of turning points can be achieved by using information on the signature date. This is an important finding. The financial system is heavily exposed toward CRE, and timely detection of turning points is critical for policymakers.Originality/valueThe financial system i
目的常用的租金指数是基于平均发展或专家意见。这类指数往往存在成分偏差或数据覆盖率低的问题。本文的目的是利用作者的方法来克服这些挑战。设计/方法/方法作者使用来自14,171份租赁合同的详细数据,为奥斯陆的写字楼市场构建了一个质量调整租金指数。研究结果作者表明,构成偏差对租金价格的发展有很大的影响。通过在标准的享乐回归模型中加入建筑固定效应,作者表明解释力大大提高。此外,不包括特定地点信息的指数,或者不包括比建筑层面更细粒度的位置控制的指数,与考虑了这一因素的指数相比,描绘出了截然不同的租金发展图景。作者还利用了合同签署日期的信息,发现通过使用签署日期而不是更常用的租赁开始日期可以更及时地检测转折点。研究局限性/启示:该研究仅限于挪威的数据,未来的研究途径将是探索是否在其他国家获得类似的结果。这篇论文的一个缺点是作者没有观察到质量随时间的变化,比如更新。在商业房地产(CRE)市场的享乐模型中控制时变和单位特定属性将有助于进一步清除指数的组成效应和未观察到的异质性。虽然作者确实控制了建筑物固定效应,但建筑物内还有其他变化(楼层、视野、阳光等),作者没有捕捉到。能够控制这一点的研究当然是受欢迎的,既可以估计这些设施的价值,也可以看看它如何影响估计的租金发展。未来研究的另一个有希望的途径是将CRE市场的租赁合同数据与公司特定信息联系起来,以探索公司盈利能力和流动性如何影响租赁合同。实际意义:作者表明,与平均租金指数相比,享乐指数在全球金融危机后导致租金下跌幅度更大,在2013年至2015年期间的发展更为平缓。结果表明,租金密切遵循其估计均衡,并在偏离期间迅速重新调整。从金融稳定的角度来看,租金大幅下跌的风险降低了,因为租金往往与基本面相符。社会意义作者发现,通过使用签名日期的信息可以更及时地检测到转折点。这是一个重要的发现。金融体系对CRE的敞口很大,对政策制定者来说,及时发现转折点至关重要。金融系统对商业房地产市场的敞口很大,及时发现拐点对政策制定者来说非常重要。最后,作者使用我们的质量调整租金指数作为误差修正模型中的因变量。作者发现,就业和办公室存量是重要的解释变量。此外,研究结果表明,租金遵循其估计的均衡路径。
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引用次数: 2
Debt diversification and investments of European listed real estate companies 欧洲房地产上市公司债务多元化与投资
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-12-04 DOI: 10.1108/jerer-06-2020-0035
A. Zhukovskiy, Heidi Falkenbach, Ranoua Bouchouicha
PurposeThis paper aims to examine the relationship between the use of public debt and investment activity of European listed real estate companies.Design/methodology/approachUsing a hand-collected sample of debt structures of 102 European public real estate companies, and using European Central Bank lending standards survey as a proxy for bank credit availability, the authors test a conditional hypothesis on the relationship between investment rates and the use of public debt during period of constrained bank lending environment in Europe.FindingsThe results show that ex ante diversification of debt allows retaining higher investment rates when the main source of debt, bank lending, is shrinking. The effect is statistically and economically significant and increases during times of tight bank lending constraints. The authors find no support to debt capacity explanation of the effect. They neither find support of the higher investment rates to be indicative of overinvestment problem. The results are robust to alternative model specifications and estimators.Research limitations/implicationsThe empirical analysis is limited to Europe.Practical implicationsInvestments and the growth of real estate companies depend on their ability to seize value-increasing opportunities that arise in the competitive markets. This paper evaluates the role of a diversified debt structure in this context. The results suggest that debt structure can have material importance for the investment activity of European listed real estate companies and issuance of public debt can help companies to counterbalance the negative effects of restricted bank loan supply on the investment levels.Originality/valueThe paper extends the literature on debt structures of listed real estate firms by considering the effect of debt diversification on investments.
本文旨在考察欧洲房地产上市公司公共债务使用与投资活动之间的关系。设计/方法/方法使用手工收集的102家欧洲上市房地产公司的债务结构样本,并使用欧洲中央银行贷款标准调查作为银行信贷可用性的代理,作者测试了欧洲银行贷款环境受限期间投资率与公共债务使用之间关系的条件假设。研究结果表明,当主要债务来源——银行贷款萎缩时,事前债务多元化可以保持较高的投资率。这种影响在统计上和经济上都是显著的,并且在银行贷款紧缩时期会增加。作者没有找到支持债务能力解释这一效应的证据。他们都没有发现对较高投资率的支持表明存在过度投资问题。结果对其他模型规范和估计器具有鲁棒性。研究局限/启示实证分析仅限于欧洲。实际意义房地产公司的投资和成长取决于他们在竞争市场中抓住增值机会的能力。本文在此背景下评估了多元化债务结构的作用。研究结果表明,债务结构对欧洲上市房地产公司的投资活动具有实质性的影响,发行公共债务可以帮助公司抵消银行限制贷款供应对投资水平的负面影响。本文通过考虑债务多元化对投资的影响,扩展了有关房地产上市公司债务结构的文献。
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引用次数: 0
Greenness and financial performance of European REITs 欧洲房地产投资信托基金的绿色与财务绩效
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-12-01 DOI: 10.1108/jerer-05-2020-0030
G. Morri, Rachele Anconetani, Luca Benfari
PurposeThe purpose of this paper is to investigate the link between greenness and the operating performance in 50 listed European real estate investment trusts (REITs).Design/methodology/approachUsing a sample of 50 listed European REITs, the analysis leverages on Ordinary least squares models to investigate the relationship between greenness and operating performance indicators. In particular, it examines three types of greenness indicators: the overall Green Real Estate Sustainability Benchmark (GRESB) rating, its two components (management and policy [MP] and implementation and measurement) and the seven aspect scores; return on equity (ROE) and return on assets (ROA) are the fundamental measures of REITs operating performance.FindingsThe results demonstrate a positive relationship between greenness indicators and operating performance in European REITs, but the impact on ROE and ROA differs depending on the GRESB variable analyzed. If the GRESB rating proved to be significant on ROE and ROA, none of its two components has an impact on ROA, and only the MP score has a positive relationship with ROE. Finally, of the seven aspect scores, only the stakeholder engagement is significant on the two dependent variables.Originality/valueThe commercial real estate sector has a significant role in tackling climate change issues. To incentivize the market to increase the investments in green buildings, it is essential to find a link between their sustainability characteristics and the improvements they deliver in terms of operating performance. Despite there being a substantial body of literature investigating this connection in the US REITs market, there is still limited knowledge on the relationship between green and operating indicators in the European REITs market.
目的研究50家欧洲上市房地产投资信托公司(REITs)的绿色与经营绩效之间的关系。设计/方法/方法使用50个欧洲上市REITs样本,分析利用普通最小二乘模型来调查绿色与经营绩效指标之间的关系。特别地,它检查了三种类型的绿色指标:总体绿色房地产可持续发展基准(GRESB)评级,它的两个组成部分(管理和政策[MP]和实施和测量)以及七个方面的得分;净资产收益率(ROE)和资产收益率(ROA)是衡量房地产投资信托基金经营业绩的基本指标。结果表明,绿色指标与欧洲REITs的经营绩效之间存在正相关关系,但对ROE和ROA的影响因所分析的GRESB变量而异。如果GRESB评分对ROE和ROA有显著影响,则其两个分量对ROA都没有影响,只有MP评分与ROE有正相关。最后,在七个方面的得分中,只有利益相关者参与对两个因变量显著。创意/价值商业地产行业在应对气候变化问题上发挥着重要作用。为了激励市场增加对绿色建筑的投资,必须在其可持续性特征与运营绩效方面的改进之间找到联系。尽管有大量的文献研究了美国REITs市场的这种联系,但对欧洲REITs市场中绿色指标与经营指标之间的关系的了解仍然有限。
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引用次数: 2
Rules for a coherent real estate risk scoring 连贯的房地产风险评分规则
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-12-01 DOI: 10.1108/jerer-01-2020-0001
Carsten Lausberg, P. Krieger
PurposeScoring is a widely used, long-established, and universally applicable method of measuring risks, especially those that are difficult to quantify. Unfortunately, the scoring method is often misused in real estate practice and underestimated in academia. The purpose of this paper is to supplement the literature with general rules under which scoring systems should be designed and validated, so that they can become reliable risk instruments.Design/methodology/approachThe paper combines the rules, or axioms, for coherent risk measures known from the literature with those for scoring instruments. The result is a system of rules that a risk scoring system should fulfil. The approach is theoretical, based on a literature survey and reasoning.FindingsAt first, the paper clarifies that a risk score should express the variation of a property’s yield and not of its quality, as it is often done in practice. Then the axioms for a coherent risk scoring are derived, e.g. the independence of the risk factors. Finally, the paper proposes procedures for valid and reliable risk scoring systems, e.g. the out-of-time validation.Practical implicationsAlthough it is a theoretical work, the paper also focuses on practical applicability. The findings are illustrated with examples of scoring systems.Originality/valueRules for risk measures and for scoring systems have been established long ago, but the combination is a first. In this way, the paper contributes to real estate risk research and risk management practice.
目的评分是一种广泛使用的、长期建立的、普遍适用的风险度量方法,特别是那些难以量化的风险。遗憾的是,这种评分方法在房地产实践中经常被误用,在学术界被低估。本文的目的是补充文献,提供评分系统设计和验证的一般规则,使其成为可靠的风险工具。设计/方法/方法本文结合了从文献中已知的连贯风险度量的规则或公理与评分工具的规则或公理。其结果是一个风险评分系统应该满足的规则体系。该方法是基于文献调查和推理的理论方法。首先,本文澄清了风险评分应该表达房地产收益的变化,而不是像实践中经常做的那样表达其质量。在此基础上,推导出了风险因素的独立性等一致性风险评分公理。最后,本文提出了有效可靠的风险评分系统的程序,如超时验证。本文虽然是一项理论工作,但也注重实际应用。这些发现用评分系统的例子来说明。风险度量和评分系统的规则很久以前就建立起来了,但两者的结合还是第一次。从而为房地产风险研究和风险管理实践做出贡献。
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引用次数: 0
Anchor effects in appraisals: do information and theoretical knowledge matter? 评价中的锚点效应:信息和理论知识重要吗?
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-10-06 DOI: 10.1108/jerer-03-2020-0012
Peter Palm, M. Andersson
PurposeThe purpose of this study is to evaluate the impact of theoretical knowledge related to financial behaviour and especially anchor effects.Design/methodology/approachThe study design is based upon an experiment divided into two parts, before and after the development of the course curriculum for the course introducing behavioural finance for undergraduate real estate students.FindingsThe study concludes that the anchor effect is persistent also after introducing theoretical knowledge regarding financial behaviour and anchor effects. To conclude the results, in this study, indicates that the appraisal of properties are dependent on the individual’s cognitive capacity to mitigate anchor effects. There are epistemological assumptions underlying the belief in the individuals’ capacity to handle anchor effects that might provide biased appraisals. These assumptions need to be carefully tested and treated to increase the accuracy of property appraisals.Practical implicationsThe study result also highlights the possibility that current literature in valuation, and learning activities, does not emphases and stimulate readers to critical thinking. This paper would, therefore, propose also other real estate education programmes to be aware of the potential lack of critical thinking among the students.Originality/valueIt provides an insight regarding how appraisal of properties is dependent on the individual’s cognitive capacity to mitigate anchor effects.
目的本研究的目的是评估与金融行为相关的理论知识,特别是锚效应的影响。设计/方法/方法本研究的设计是基于一个实验,分为课程开发前和课程开发后两部分,为房地产本科学生介绍行为金融课程。在引入金融行为和锚效应的理论知识后,研究得出锚效应是持续存在的结论。综上所述,本研究的结果表明,属性的评估依赖于个体的认知能力来减轻锚定效应。对于个人处理锚点效应的能力的信念有一些认识论假设,这些假设可能会提供有偏见的评价。这些假设需要仔细检验和处理,以提高财产评估的准确性。实践启示研究结果还强调了当前的评估文献和学习活动没有强调和激发读者批判性思维的可能性。因此,本文还将提出其他房地产教育计划,以意识到学生中潜在的批判性思维缺乏。原创性/价值它提供了关于属性评估如何依赖于个体的认知能力来减轻锚点效应的见解。
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引用次数: 0
The value effects of green retrofits 绿色改造的价值效应
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-09-25 DOI: 10.1108/JERER-12-2019-0049
D. Brounen, Alexander Michael Groh, M. Haran
PurposeThis paper aims to decompose the value effects of green retrofits on commercial real estate. The paper disentangles various sources of value capture mechanisms that can be attained through green retrofit actions and profiles the extent to which green retrofit solutions can be effectively capitalised using transaction evidence from the Munich housing market. The insights offered can help real estate owners and investors during theirex anteanalysis of future energetic retrofit investments.Design/methodology/approachThe authors offer their reader both a conceptual framework and the results from an empirical analysis to identify the value effects of retrofits and the associating gains in energy efficiency. The conceptual framework theorises the different value components that a deep retrofit has to offer. The regression analysis includes a multivariate analysis of 8,928 dwellings in the Munich residential real estate market.FindingsThis study’s framework disentangles the total retrofit value effect into three components: the capitalisation of energy savings, the exposure to the value discount because of stricter standards and the value uplift because of indirect benefits (health, employee satisfaction, marketing etc.). The regression results indicate that the value gains because of energy efficiency improvements are in the range of 2.4–7.4%, while the indirect benefits and reduced exposure to stricter standards amount to another 3%.Originality/valueWhile numerous studies have investigated the upside value effects of energy efficiency in the real estate sector, there is scant academic research which has sought to evidence the value of green retrofit solutions and the extent to which this can be capitalised. Instrumentalising the various value effects of energetic retrofit that have been identified is not straightforward. At the same time, inadequate value capture of energetic retrofit effects could delay intervention timelines or aborting of proposed retrofit actions which should be of primary concern to policymakers and stakeholders tasked with the decarbonisation of real estate assets.
目的对商业地产绿色改造的价值效应进行分解。本文梳理了通过绿色改造行动可以获得的价值获取机制的各种来源,并利用慕尼黑住房市场的交易证据,概述了绿色改造解决方案可以有效资本化的程度。所提供的见解可以帮助房地产业主和投资者在他们对未来的能源改造投资进行分析之前。设计/方法论/方法作者为读者提供了一个概念框架和经验分析的结果,以确定改造的价值效应和能源效率的相关收益。概念框架将深度改造必须提供的不同价值组件理论化。回归分析包括对慕尼黑住宅房地产市场8,928套住宅的多变量分析。本研究的框架将总改造价值效应分解为三个组成部分:能源节约的资本化,由于更严格的标准而暴露于价值折扣,以及由于间接利益(健康,员工满意度,营销等)而带来的价值提升。回归结果表明,能源效率提高带来的价值收益在2.4-7.4%之间,而间接收益和减少对更严格标准的暴露则达到另外3%。原创性/价值虽然有许多研究调查了房地产行业能源效率的上行价值效应,但很少有学术研究试图证明绿色改造解决方案的价值及其可资本化的程度。将已经确定的能量改造的各种价值效应工具化并不是直截了当的。与此同时,能源改造效果的价值捕获不足可能会推迟干预时间表或中止拟议的改造行动,这应该是负责房地产资产脱碳的政策制定者和利益相关者主要关注的问题。
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引用次数: 4
Energy performance certificates and house prices: a quantile regression approach 能源绩效证书与房价:分位数回归方法
IF 1.3 Q2 Economics, Econometrics and Finance Pub Date : 2020-08-31 DOI: 10.1108/jerer-06-2020-0033
M. McCord, J. McCord, M. Haran, PT Davis
PurposeA number of studies have investigated the relationship between energy performance certificates (EPCs) and house prices. A majority of studies have tended to model energy performance pricing effects within a traditional hedonic conditional mean estimate model. There has been limited analysis that has accounted for the relationship between EPCs and the effects across the pricing distribution. Moreover, there has been limited research examining the “standard cost improvements EPC score”, or “potential score”. Therefore, this paper aims to quantify and measure the dynamic effects of EPCs on house prices across the price spectrum and account for standardised cost-effective retrofit improvements.Design/methodology/approachExisting EPC studies produce one coefficient for the entirety of the pricing distribution, culminating in a single marginal implicit price effect. The approach within this study applies a quantile regression approach to empirically estimate how quantiles of house prices respond differently to unitary changes in the proximal effects of EPCs and structural property characteristics across the conditional distribution of house prices. Using a data set of 1,476 achieved transaction prices, the quantile regression models apply both assessed EPC score and bands and further examine the potential EPC rating for improved energy performance based on an average energy cost improvement.FindingsThe findings show that EPCs are valued differently across the quantiles and that conditional quantiles are asymmetrical. Only property prices in the upper quantiles of the price distribution show significant capitalisation effects with energy performance, and only properties with higher EPC scores display positive significant effects at the higher end of the price distribution. There are also brown discount effects evident for lower-rated properties within F- and G-rated EPC properties at the higher end of the pricing distribution. Moreover, the potential energy efficiency rating (score) also shows increased effects with sales prices and appears to minimise any brown discount effects. The findings imply that energy performance is a complex feature that is not easily “averaged” for valuation effect purposes.Originality/valueWhile numerous studies have investigated the pricing effects of EPCs, they have tended to provide a single estimate to determine the relationship with price. This paper extends the traditional analytical insights beyond the conditional mean estimate by examining the quantiles of the relationship between EPCs and house prices to enhance the understanding of this esoteric and complex issue. In addition, this research applies the assessed energy efficiency potential to establish whether effective cost improvements enhance the relationship with sales price and capitalisation effects.
许多研究调查了能源绩效证书(epc)与房价之间的关系。大多数研究倾向于在传统的享乐条件平均估计模型中模拟能源绩效定价效应。对于epc与整个定价分布的影响之间的关系,分析有限。此外,对“标准成本改进EPC评分”或“潜在评分”的研究也很有限。因此,本文旨在量化和衡量epc对整个价格范围内房价的动态影响,并考虑标准化的成本效益改造改进。设计/方法/方法现有EPC研究为整个定价分布产生一个系数,最终得出一个边际隐性价格效应。本研究中的方法采用分位数回归方法,以经验估计房价的分位数如何对EPCs的近端效应和整个房价条件分布的结构性属性特征的单一变化做出不同的反应。使用1,476个已实现交易价格的数据集,分位数回归模型应用评估的EPC得分和波段,并进一步检查基于平均能源成本改进的潜在EPC评级,以改善能源绩效。研究结果表明,EPCs的价值在不同的分位数中是不同的,条件分位数是不对称的。只有价格分布中较高分位数的房地产价格与能源绩效表现出显著的资本化效应,只有EPC得分较高的房地产在价格分布的较高端表现出显著的正效应。在价格分布的高端,对于F级和g级EPC属性中的低等级属性,也存在明显的棕色折扣效应。此外,潜在能源效率评级(得分)也显示出销售价格的影响增加,似乎最小化了任何棕色折扣的影响。研究结果表明,能源绩效是一个复杂的特征,不容易“平均”评估效果的目的。原创性/价值虽然有许多研究调查了epc的定价效应,但它们倾向于提供一个单一的估计来确定其与价格的关系。本文通过研究EPCs与房价之间关系的分位数,将传统的分析见解扩展到条件均值估计之外,以增强对这一深奥而复杂问题的理解。此外,本研究应用评估的能源效率潜力来确定有效的成本改进是否增强了与销售价格和资本化效应的关系。
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引用次数: 10
期刊
Journal of European Real Estate Research
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