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Do 5G cell phone towers decrease house prices? Evidence from Warsaw 5G 手机信号塔会降低房价吗?来自华沙的证据
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-08-01 DOI: 10.1007/s10901-024-10144-3
Bartłomiej Marona, Radosław Gaca, Michał Głuszak

This study investigates the impact of telecommunication infrastructure on residential property prices in Poland. This study contributes to the discussion of economic externalities related to new public infrastructure within the urban landscape. We use hedonic regression, matching techniques, and a difference-in-differences estimator to assess the impact of base transceiver stations on apartment prices in Warsaw, the capital of Poland, which covered market data on the sales of residential premises located in Miasteczko Wilanów estate in Warsaw from 2016 to 2021. In the analysed period, 1,825 residential sales were recorded and used for econometric modelling. The results do not confirm the influence of the vicinity of the wireless communication technology infrastructure on residential real estate prices in the studied local market. In particular, we did not observe a detrimental effect of cell phone towers on housing prices. Additionally, we investigate whether residential sale prices in proximity to BTS changed significantly after the introduction of the 5G standard. This particular issue has not been addressed in the economic literature. We found that the sale prices of apartments located in Warsaw were not statistically affected by the introduction of a fifth-generation technology standard for broadband cellular networks. Our research contributes to a better understanding of stigmatisation effects related to telecommunication infrastructure, and in particular, the links between the presence of cell phone towers and residential property values in the neighbourhood. The results may be of interest to all potential agents involved in neighbourhood conflicts arising from investments in cell phone towers and the development of new communication infrastructure in urban landscapes.

本研究调查了电信基础设施对波兰住宅物业价格的影响。本研究有助于讨论与城市景观中新公共基础设施相关的经济外部性。我们使用享乐回归、匹配技术和差分估算器来评估基地收发站对波兰首都华沙公寓价格的影响,这些数据涵盖了 2016 年至 2021 年华沙 Miasteczko Wilanów 区住宅销售的市场数据。在分析期间,共记录了 1,825 宗住宅销售,并将其用于计量经济学建模。研究结果并未证实无线通信技术基础设施附近对所研究的当地市场住宅房地产价格的影响。特别是,我们没有观察到手机信号塔对房价的不利影响。此外,我们还调查了在引入 5G 标准后,基站附近的住宅销售价格是否发生了显著变化。经济文献中尚未涉及这一特殊问题。我们发现,华沙的公寓销售价格在统计学上并未受到宽带蜂窝网络第五代技术标准引入的影响。我们的研究有助于更好地理解与电信基础设施相关的鄙视效应,特别是手机信号塔的存在与周边住宅物业价值之间的联系。我们的研究结果可能会引起所有潜在参与者的兴趣,因为手机信号塔的投资和城市景观中新通信基础设施的发展会引发邻里冲突。
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引用次数: 0
Housing the poor? Accessibility and exclusion in the local housing systems of Vienna and Milan 为穷人提供住房?维也纳和米兰地方住房系统中的无障碍环境和排斥现象
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-08-01 DOI: 10.1007/s10901-024-10142-5
Constanze Wolfgring, Marco Peverini

Despite featuring very different housing systems, both in Vienna and Milan a growing number of people struggle to access affordable and decent housing. Even though social housing policies are in place in both contexts, for many the unregulated and often unaffordable private housing market is the only option. Building upon Antonio Tosi’s work, we centre our analysis on the poor and compare how two very different local housing systems create the conditions for their inclusion or exclusion. Through a comparative analysis of the Viennese and Milanese local housing regimes and adopting a mixed methodology, we discuss how both generate conditions of exclusion and who the ones excluded are, which local policies address the poor and how appropriate these are for mitigating housing exclusion. Finally, we indicate some directions for policies aimed at tackling the intersections of poverty and housing exclusion, advocating for a maximization of the ‘sociality’ of housing policies, involving a shift in prioritisation from the middle classes to the most vulnerable groups and the loosening of certain formal access requirements to housing or welfare services that constitute barriers to these groups, where possible.

尽管维也纳和米兰的住房制度大相径庭,但越来越多的人仍在为获得负担得起的体面住房而挣扎。尽管维也纳和米兰都制定了社会住房政策,但对许多人来说,不受监管且往往负担不起的私人住房市场是唯一的选择。在安东尼奥-托西的研究基础上,我们以穷人为分析中心,比较了两种截然不同的地方住房制度是如何为穷人的融入或排斥创造条件的。通过对维也纳和米兰地方住房制度的比较分析,并采用混合方法,我们讨论了这两种制度如何产生排斥的条件,谁是被排斥者,哪些地方政策是针对穷人的,以及这些政策对于减轻住房排斥有多合适。最后,我们为旨在解决贫困与住房排斥交叉问题的政策指明了一些方向,主张最大限度地提高住房政策的 "社会性",包括将优先考虑的对象从中产阶级转向最弱势群体,并在可能的情况下放宽对这些群体构成障碍的住房或福利服务的某些正式准入要求。
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引用次数: 0
Assessing housing accessibility issues for older adults in Japan: an expert panel approach to cross-cultural adaptation and content validity of the Japanese housing enabler 评估日本老年人的住房无障碍问题:采用专家小组方法对日本住房促进因素进行跨文化调整并确定其内容有效性
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-07-11 DOI: 10.1007/s10901-024-10145-2
Rumiko Tsuchiya-Ito, Björn Slaug, Tomonori Sano, Miki Tajima, Sakiko Itoh, Kazuaki Uda, Takashi Yamanaka, Susanne Iwarsson

Accessible housing plays a crucial role in supporting aging in place, yet Japan lacks adequate tools for assessing housing accessibility among older adults. This study describes the process of translating and adapting the environmental component checklist of the Swedish Housing Enabler instrument for valid use in Japan. During translation to the Japanese language, technical terms and specifications were adjusted to match Japanese standards and guidelines. To validate the content of the instrument’s checklist for the environmental component, an expert panel including occupational therapists, architects, and care managers was used. Relevance in a Japanese housing context was rated for all items on a scale from 1 to 4 (higher = more relevant), and a content validity index (0–1) was calculated for each item. After consensus discussions, the expert panel suggested revisions, including removal and addition of items, to better capture the characteristics of Japanese housing and building design. A final checklist of 261 items for the Japanese Housing Enabler was suggested. While 15 items were removed due to their lack of relevance to Japanese housing, 115 items were added. More than 90% of the items had a content validity index that exceeded the recommended threshold for relevance (≥ 0.78). Although the study results support the cultural relevance and content validity of this new instrument for assessing housing accessibility in Japan, the large number of items may compromise its feasibility. Aspects such as feasibility, criterion-related validity, and interrater reliability require investigation.

无障碍住房在支持居家养老方面发挥着至关重要的作用,但日本缺乏评估老年人住房无障碍程度的适当工具。本研究描述了将瑞典住房使能工具中的环境成分检查表翻译和改编为在日本有效使用的过程。在翻译成日语的过程中,对技术术语和规格进行了调整,以符合日本的标准和指南。为了验证该工具环境部分核对表的内容,使用了一个包括职业治疗师、建筑师和护理经理在内的专家小组。所有项目在日本住房环境中的相关性均按 1 到 4 分(越高 = 越相关)进行评分,并计算出每个项目的内容效度指数(0-1)。经过一致讨论,专家小组提出了修改建议,包括删除和增加项目,以更好地反映日本住房和建筑设计的特点。最终提出了一份包含 261 个项目的日本住房使能因素核对表。有 15 个项目因与日本住房缺乏相关性而被删除,同时增加了 115 个项目。超过 90% 的项目的内容效度指数超过了建议的相关性阈值(≥ 0.78)。尽管研究结果支持了这一用于评估日本住房可及性的新工具的文化相关性和内容有效性,但大量的项目可能会影响其可行性。需要对可行性、标准相关有效性和施测者间可靠性等方面进行调查。
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引用次数: 0
What role does air pollution play in the effect of land use structure on housing prices? Empirical evidence from 30 cities in China 空气污染在土地利用结构对房价的影响中扮演什么角色?来自中国 30 个城市的经验证据
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-07-09 DOI: 10.1007/s10901-024-10143-4
Yue Xiao, Haizhen Wen, Zhaoyingzi Dong, Eddie C. M. Hui

Land use and the housing market are important driving forces of economic growth in China. These two factors are also closely associated with people’s daily lives. The land fiscal policy in China and the pursuit of economic growth of local governments have resulted in irrational land use structures in most Chinese cities since the reform of the tax-sharing system in 1994. The high proportion of industrial land supply and low proportion of residential land supply has led to an increase in housing price and an unneglectable decrease in air quality, influencing people’s living quality to some extent. Thus, adjusting the land use structure is necessary to achieve sustainable growth. The data of 30 cities in China from 2009 to 2017 and the fixed effects model are used in this paper to investigate the in-depth effect of land use structure on housing prices and air quality. Special importance has been attached to the influence of air pollution in the research framework, which has been overlooked by existing studies. The results indicate that air pollution negatively affects housing price and shows an unneglectable mediating effect in the relationship between land use structure and housing price. The empirical results and implications of this study can help governments optimize land use structure to achieve a balance between economic growth and people’s living quality.

土地利用和住房市场是中国经济增长的重要推动力。这两个因素也与人们的日常生活密切相关。自 1994 年分税制改革以来,中国的土地财政政策和地方政府对经济增长的追求导致中国大多数城市的土地利用结构不合理。工业用地供应比例过高,住宅用地供应比例过低,导致房价上涨,空气质量下降,在一定程度上影响了人们的生活质量。因此,要实现可持续增长,就必须调整土地利用结构。本文利用 2009 年至 2017 年中国 30 个城市的数据和固定效应模型,深入研究了土地利用结构对房价和空气质量的影响。在研究框架中,特别重视空气污染的影响,而现有研究忽略了这一点。研究结果表明,空气污染对房价有负面影响,并在土地利用结构与房价的关系中显示出不可忽视的中介效应。本研究的实证结果和启示有助于政府优化土地利用结构,实现经济增长与人民生活质量之间的平衡。
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引用次数: 0
Evaluation of the regeneration efficiency of old residential neighborhoods from the perspective of residents' satisfaction based on the superefficient BCC-DEA model 基于超效率 BCC-DEA 模型,从居民满意度角度评价老旧住宅区的更新效率
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-07-09 DOI: 10.1007/s10901-024-10141-6
Jianna Li, Bin Guo, Qiyue Gong, Yuan Sun, Haiyan Yao

Old residential neighborhood regeneration is a crucial strategy for sustainable urban development. Based on the government's massive investment in financial, human resources, and time, old residential neighborhood regeneration is being conducted comprehensively in China. However, how efficient regeneration is remains unclear, as does whether the residents satisfied with the results. Existing studies do not address these issues. Residents' satisfaction is the ultimate pursuit of livelihood projects such as regenerating old residential neighborhoods. Therefore, this study uses the superefficiency BCC-DEA method to construct an evaluation model for regeneration efficiency and then constructs an evaluation index system based on residents' satisfaction output through the grounded theory. Taking the old residential neighborhoods in Xi'an as a case study, we found that the regeneration efficiency level is relatively good. However, the overall scale efficiency is decreasing, and significant room for improvement and optimization in regeneration efficiency remains. There is generally considerable redundancy in funding, staffing, and time investment in current regeneration projects, as well as insufficient output of residents' satisfaction with the regeneration of neighborhood environments, sustainable management mechanisms, and integrated community services. In subsequent regeneration projects, the government should appropriately downsize capital and staffing inputs in accordance with the characteristics and demands of the neighborhood, strengthen project management for more efficient implementation, adopt more flexible regeneration strategies to meet residents' diverse needs, pay more attention to sustainable development after regeneration, and optimize the regeneration efficiency of these neighborhoods by increasing the resource utilization rate and enhancing residents' satisfaction.

旧住宅区改造是城市可持续发展的重要战略。在政府投入大量财力、人力和时间的基础上,中国的老旧住宅小区改造正在全面展开。然而,老旧小区更新的效率如何、居民对更新结果是否满意等问题仍不明确。现有研究并未涉及这些问题。居民满意度是老旧小区更新等民生工程的终极追求。因此,本研究采用超效率 BCC-DEA 方法构建再生效率评价模型,再通过基础理论构建基于居民满意度产出的评价指标体系。以西安市老旧住宅小区为例,我们发现其再生效率水平相对较好。但总体规模效率在下降,再生效率仍有较大的提升和优化空间。目前的更新项目在资金、人员、时间投入上普遍存在较大冗余,居民对街区环境更新、可持续管理机制、社区综合服务等方面的满意度产出不足。在后续的更新项目中,政府应根据街区的特点和需求,适当缩减资金和人员投入,加强项目管理以提高实施效率,采取更加灵活的更新策略以满足居民的多样化需求,更加注重更新后的可持续发展,通过提高资源利用率和居民满意度来优化街区的更新效率。
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引用次数: 0
Happiness in urban environments: what we know and don’t know yet 城市环境中的幸福:我们知道的和不知道的
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-07-06 DOI: 10.1007/s10901-024-10119-4
Sahar Samavati, Ruut Veenhoven

There is no consensus on what makes for a livable urban environment. This requires empirical assessment of the relationship between urban characteristics and the happiness of residents. We took stock of the available research findings, using the World Database of Happiness; 445 findings are considered, from 20 nations over the years 1975–2022. We considered 3 aspects of the urban environment, 1) objectively assessed characteristics, 2) subjective perception of urban characteristics and 3) satisfaction with urban characteristics. Urbanites tend to be happier in places characterized by the following objectively assessed features: a) access to local green/nature, b) access to cultural facilities and leisure amenities, c) access to healthcare, d) access to public goods such as access to sewage and water supply and e) access to public spaces. On the other hand, residents tend to be less happy the closer they live to f) shops, g) public transportation hubs and h) the city center. Subjectively perceived environmental characteristics that go with greater happiness are: i) amenities, j) public goods in vicinity k) playground and sport facilities, while l) perceived air pollution is negatively linked to happiness. Residents were found to be happier the more satisfied they are with m) connectivity and local transport, n) local recreation o) water quality and the, p) environment as-a-whole. Correlations with objectively assessed characteristics. with the urban environment are smaller than with subjective perceptions of the same and differ in direction for living close to q) shops and r) public transportation hubs. While objective closeness to these amenities relates negatively to happiness, subjectively perceived availability and satisfaction with these amenities relates positively to happiness. Most of the available findings are of a cross-sectional nature and do not inform us about cause and effect. This strand of research is still in its infancy. By lack of a sound evidence base, claims about livability of urban settings will remain a matter of subjective hunches and sales-talk.

对于什么是宜居的城市环境,目前还没有达成共识。这就需要对城市特征与居民幸福感之间的关系进行实证评估。我们利用世界幸福数据库(World Database of Happiness)对现有的研究成果进行了总结,其中包括 1975-2022 年间来自 20 个国家的 445 项研究成果。我们考虑了城市环境的三个方面:1)客观评估的特征;2)对城市特征的主观感知;3)对城市特征的满意度。在具有以下客观评估特征的地方,城市居民往往更幸福:a) 能享受当地的绿色/自然;b) 能享受文化设施和休闲设施;c) 能享受医疗保健;d) 能享受公共产品,如污水处理和供水;e) 能享受公共空间。另一方面,居民往往越靠近 f) 商店、g) 公共交通枢纽和 h) 市中心就越不快乐。与幸福感相关的主观感知环境特征包括:i) 便利设施;j) 附近的公共产品;k) 游乐场和体育设施;l) 感知到的空气污染则与幸福感呈负相关。居民对 m) 连接性和当地交通、n) 当地娱乐、o) 水质和 p) 整体环境越满意,幸福感就越高。与主观感受相比,客观评估的城市环境特征与主观感受之间的相关性较小。与这些设施的客观接近程度与幸福感呈负相关,而主观感受到的这些设施的可用性和满意度与幸福感呈正相关。现有的研究结果大多是横断面性质的,并不能告诉我们因果关系。这方面的研究仍处于起步阶段。由于缺乏可靠的证据基础,关于城市环境宜居性的说法仍将是一个主观直觉和推销口号的问题。
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引用次数: 0
Enhancing the sense of place: insights from urban design practices in harbourside regeneration 增强地方感:从港湾复兴的城市设计实践中汲取灵感
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-07-01 DOI: 10.1007/s10901-024-10138-1
Dongxue Fu, Min Jiang

The UK has made efforts to rebuild its cities’ image through harbourside regeneration projects, aiming to enhance citizens’ sense of local identity in recent decades. This endeavour requires systematic research on effective urban design strategies, especially for renewal projects, to restore a sense of place (SoP). Hence, this study proposes a conceptual framework for SoP with measurable urban design elements combining both scholars’ and place users’ perceptions. To begin the research process, we summarised ten design elements for SoP and seven levels of SoP based on a literature review. Then, we conducted an on-site questionnaire survey to collect place users’ perceptions on SoP. Subsequently, we developed a SoP conceptual framework by combining insights from prior studies and on-site users’ perceptions. To test the conceptual framework and extract feasible urban design strategies for forming a strong SoP, we investigated three representative harbourside regeneration projects in the UK with high levels of SoP. The core design strategies employed in these projects are summarised in this paper along the following three dimensions: (a) mixed land use of residence, work, and tourism complemented by various supporting public facilities; (b) rich spatial relationships based on high degrees of accessibility, permeability, and rational urban tissue and development density; and (c) a distinctive place character formed by public space, architecture, and landscape design. These strategies would complement each other to develop a SoP design guideline based on a unique image, diverse activities, and reasonable forms. This study’s findings can be instrumental in the empirical assessment, design, planning, and policymaking for promoting SoP in regeneration projects.

近几十年来,英国一直努力通过港湾复兴项目重建城市形象,旨在增强市民的地方认同感。这项工作需要对有效的城市设计策略进行系统研究,特别是针对重建项目,以恢复地方感(SoP)。因此,本研究结合学者和地方使用者的看法,提出了一个具有可衡量城市设计要素的地方感概念框架。在研究过程中,我们首先根据文献综述总结了 SoP 的十个设计要素和 SoP 的七个层次。然后,我们进行了现场问卷调查,收集场所使用者对 SoP 的看法。随后,我们结合先前研究的见解和现场使用者的看法,建立了 SoP 概念框架。为了检验该概念框架并提取可行的城市设计策略以形成强大的 SoP,我们调查了英国三个具有代表性的、SoP 水平较高的港湾改造项目。本文从以下三个方面总结了这些项目所采用的核心设计策略:(a) 居住、工作和旅游混合用地,并辅以各种配套公共设施;(b) 基于高度可达性、渗透性、合理的城市组织和开发密度的丰富空间关系;(c) 由公共空间、建筑和景观设计形成的独特场所特征。这些策略将相辅相成,以独特的形象、多样的活动和合理的形式为基础,制定 SoP 设计准则。本研究的结论有助于在更新项目中推广 SoP 的实证评估、设计、规划和政策制定。
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引用次数: 0
Determinants of housing prices: Serbian Cities’ perspective 住房价格的决定因素:塞尔维亚城市的视角
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-06-25 DOI: 10.1007/s10901-024-10134-5
Srđan Marinković, Marija Džunić, Ivana Marjanović

This study investigates the spatial and temporal dynamics of housing prices in Serbia, addressing the critical need to understand the drivers of real estate prices and their implications for economic and social welfare. Employing a panel data analysis approach on a unique dataset covering 24 distinct urban areas in Serbia from 2011 to 2021, we examine the relevance of diverse economic, demographic, and infrastructural indicators, providing novel insights within a developing country context. Our findings reveal that the housing market stock-flow model effectively predicts housing price appreciation trends, explaining over 60 percent of variation in property prices. Notably, disparities in labour income, captured by average wages and registered employment rates, emerge as significant determinants of real estate prices, underlining socio-economic disparities within Serbian cities. Housing prices exhibit a positive response to the population/housing stock ratio, suggesting higher prices in cities experiencing faster population growth relative to housing supply. Intensified construction is associated with elevated housing prices. Additionally, we find positive association between the inflation variable and housing prices, underlining real estate’s potential as an inflation hedge. Public service provision and infrastructural amenities also emerge as contributors to higher housing prices in urban areas, emphasizing the importance of comprehensive urban planning strategies. Our study contributes to the literature by providing specific quantitative evidence, advancing the understanding of urban housing market dynamics in developing countries. By offering nuanced insights into determinants of housing prices, our research informs policymakers and urban planners seeking to foster equitable and sustainable urban development strategies.

本研究调查了塞尔维亚住房价格的时空动态,以满足了解房地产价格驱动因素及其对经济和社会福利的影响的迫切需要。通过对 2011 年至 2021 年塞尔维亚 24 个不同城市地区的独特数据集进行面板数据分析,我们研究了各种经济、人口和基础设施指标的相关性,为发展中国家提供了新颖的见解。我们的研究结果表明,住房市场存量流量模型可有效预测住房价格升值趋势,解释了超过 60% 的房地产价格变化。值得注意的是,由平均工资和登记就业率反映的劳动收入差距成为房地产价格的重要决定因素,凸显了塞尔维亚城市内部的社会经济差距。住房价格与人口/住房存量比率呈正相关,表明人口增长相对住房供应较快的城市房价较高。建筑密集与房价上涨相关。此外,我们还发现通货膨胀变量与住房价格之间存在正相关关系,这凸显了房地产作为通货膨胀对冲工具的潜力。公共服务的提供和基础设施的完善也是导致城市地区房价上涨的因素,这强调了全面城市规划战略的重要性。我们的研究提供了具体的定量证据,促进了对发展中国家城市住房市场动态的了解,从而为相关文献做出了贡献。我们的研究对住房价格的决定因素提出了细致入微的见解,为决策者和城市规划者制定公平、可持续的城市发展战略提供了参考。
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引用次数: 0
An overview of peer-to-peer accommodation operation during the COVID-19 pandemic: responses, strategies and opportunities COVID-19 大流行期间点对点住宿业务概览:应对措施、战略和机遇
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-06-19 DOI: 10.1007/s10901-024-10140-7
Jianqiang Cui, Maria Attard

The outbreak of the COVID-19 pandemic had catastrophic impacts on many hospitality industries including the peer-to-peer (P2P) accommodation industry. The fast spread of the COVID-19 outbreak in countries throughout the world left very limited time for crisis management planning, and exposed the vulnerability of the P2P accommodation sector. Stakeholders in the P2P accommodation industry had to take ad hoc actions and implement crisis management strategies to mitigate the impacts. This overview paper explores the responses and crisis management strategies that key stakeholders in the P2P accommodation industry adopted during the COVID-19 crisis. Experience obtained from the adjustment and adaptation of P2P accommodation operation practices were summarised. This paper provides lessons learnt and ways to move forward for the P2P accommodation industry in coping with disruptive events like the COVID-19 crisis. Future research directions are also highlighted.

COVID-19 大流行病的爆发对包括点对点 (P2P) 住宿业在内的许多酒店业造成了灾难性影响。COVID-19 在世界各国迅速蔓延,留给危机管理规划的时间非常有限,暴露了 P2P 住宿行业的脆弱性。P2P 住宿行业的利益相关者不得不采取临时措施,实施危机管理策略,以减轻影响。本综述文件探讨了 P2P 住宿行业主要利益相关者在 COVID-19 危机期间采取的应对措施和危机管理策略。本文总结了从 P2P 住宿经营实践的调整和适应中获得的经验。本文为 P2P 住宿行业应对 COVID-19 危机等破坏性事件提供了经验教训和前进方向。本文还强调了未来的研究方向。
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引用次数: 0
Optimizing housing price estimation through image segmentation and geographically weighted regression: an empirical study in Nanjing, China 通过图像分割和地理加权回归优化房价估算:中国南京的实证研究
IF 1.9 3区 经济学 Q3 ENVIRONMENTAL STUDIES Pub Date : 2024-05-09 DOI: 10.1007/s10901-024-10133-6
Rui Wang, Yanhui Wang, Yu Zhang

Although well-designed urban streets are beneficial for sustainability and livability, few studies have considered their role in housing price estimates. To fill this gap, this study conducted in Nanjing, China, aims to examine the contribution of streetscape features to housing prices. Data were collected for 2040 residential blocks within the four municipal districts in July 2021. A semantic segmentation approach was used to identify the percentage of elements in the images from Baidu Street View. Two types of streetscape related variables (Enclosure and Greenery) were calculated and added to a hedonic pricing model based on Geographically Weighted Regression. The results show that the streetscape factors all have positive effects on house prices, and the contribution to house prices from large to small is grass, plants, horizontal buildings, vertical buildings and trees. By comparing the parameters of the models, it can be concluded that the inclusion of streetscape features and consideration of spatial heterogeneity can significantly improve the accuracy of housing price estimation. The findings of the current study contribute to decision-making in housing planning and urban design and to judgments about pricing reasonableness.

尽管设计良好的城市街道有利于可持续性和宜居性,但很少有研究考虑到它们在房价估算中的作用。为了填补这一空白,本研究在中国南京开展,旨在考察街道景观特征对房价的贡献。研究于 2021 年 7 月收集了四个市辖区内 2040 个住宅小区的数据。研究采用语义分割方法来识别百度街景图片中的元素比例。计算了两类街景相关变量(封闭性和绿化),并将其添加到基于地理加权回归的享乐定价模型中。结果表明,街景因素均对房价有积极影响,对房价的贡献从大到小依次为草地、植物、水平建筑、垂直建筑和树木。通过比较模型参数,可以得出结论:加入街景特征和考虑空间异质性可以显著提高房价估算的准确性。本研究的结论有助于住房规划和城市设计的决策以及对定价合理性的判断。
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引用次数: 0
期刊
Journal of Housing and the Built Environment
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