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Some Possible Process Configurations for Modern Wastewater Treatment Plants for Per- and Polyfluoroalkyl Substances (PFASs) Removal 现代污水处理厂去除全氟和多氟烷基物质 (PFAS) 的一些可能工艺配置
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188109
Shahryar Jafarinejad
Per- and polyfluoroalkyl substances (PFASs) have been detected in the influent, effluent, and sludge/biosolids of wastewater treatment plants (WWTPs) globally. Due to their potential to bioaccumulate in humans, wildlife, and the environment over time owing to their seriously persistent nature and/or strong C-F bonds, PFASs can cause public health concerns. Conventional processes in full-scale WWTPs are usually inefficient in PFASs removal from wastewater and sludge, and advanced treatment technologies are needed for PFASs removal. This study intends to briefly (i) summarize the technologies for PFASs remediation in wastewater and sludge; (ii) review PFASs removal in full-scale WWTPs; (iii) discuss some possible theoretical configurations for the wastewater processing train of modern WWTPs for PFASs remediation; and finally (iv) provide future directions. Further research regarding the techno-economic assessment and optimization of treatment technologies in removing PFASs (especially short-chain PFASs) from real wastewater as well as the performance of full-scale WWTPs consisting of advanced innovative efficient treatment technologies for PFASs removal and associated costs (i.e., construction, operation, maintenance, chemical, energy, and amortization) is still required.
在全球污水处理厂(WWTPs)的进水、出水和污泥/生物固体中都检测到了全氟和多氟烷基物质(PFASs)。由于 PFASs 具有严重的持久性和/或强 C-F 键,随着时间的推移,它们有可能在人类、野生动物和环境中进行生物累积,因此会引发公共健康问题。大型污水处理厂的传统工艺通常无法有效去除废水和污泥中的 PFASs,因此需要采用先进的处理技术来去除 PFASs。本研究旨在简要介绍 (i) 废水和污泥中 PFASs 的修复技术;(ii) 回顾大型污水处理厂中 PFASs 的去除情况;(iii) 讨论现代污水处理厂中 PFASs 修复废水处理系统的一些可能理论配置;最后 (iv) 提供未来发展方向。关于去除实际废水中 PFASs(尤其是短链 PFASs)的处理技术的技术经济评估和优化,以及由去除 PFASs 的先进创新高效处理技术组成的全规模污水处理厂的性能和相关成本(即建设、运行、维护、化学、能源和摊销),仍需进一步研究。
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引用次数: 0
Envisioning the Future of Mobility: A Well-Being-Oriented Approach 展望未来交通:以福祉为导向的方法
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188114
Yousif Elsamani, Yuya Kajikawa
Mobility, a vital part of daily life, significantly impacts human well-being. Understanding this relationship is crucial for shaping the future trajectory of mobility, a connection often overlooked in previous research. This study explores the complex relationship between mobility and well-being and proposes a holistic framework for mobility’s future, prioritizing individual and societal well-being. The motivation for this research stems from the growing need to balance technological advancements in transportation with the well-being of diverse populations, especially as the mobility landscape evolves with innovations like autonomous vehicles and intelligent mobility solutions. We employ bibliometric methods, analyzing 53,588 academic articles to identify key themes and research trends related to mobility and well-being. This study categorizes these articles into thematic clusters using the Louvain modularity maximization algorithm, which facilitates the formation of cohesive groups based on citation patterns. Our findings underline the significant impact of mobility on physical, mental, psychological, financial, and social well-being. The proposed framework features four pillars: vehicle, infrastructure and environment, mobility stakeholders, and policy. This framework underscores the importance of collaboration between institutional and individual actions in shaping a future mobility landscape that is technologically advanced, socially responsible, and conducive to an improved quality of life.
流动性是日常生活的重要组成部分,对人类福祉有重大影响。了解这种关系对于塑造未来的交通轨迹至关重要,而以往的研究往往忽视了这种联系。本研究探讨了移动性与幸福感之间的复杂关系,并提出了移动性未来的整体框架,优先考虑个人和社会的幸福感。这项研究的动机源于人们日益需要在交通技术进步与不同人群的福祉之间取得平衡,尤其是随着自动驾驶汽车和智能交通解决方案等创新技术的出现,交通领域也在不断发展。我们采用文献计量学方法,分析了 53588 篇学术文章,以确定与交通和福祉相关的关键主题和研究趋势。本研究利用卢万模块化最大化算法将这些文章归类为主题群组,该算法有助于根据引用模式形成具有凝聚力的群组。我们的研究结果强调了流动性对身体、精神、心理、经济和社会福祉的重大影响。建议的框架有四大支柱:车辆、基础设施和环境、流动性利益相关者以及政策。该框架强调了机构和个人行动之间合作的重要性,以塑造一个技术先进、对社会负责、有利于提高生活质量的未来交通环境。
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引用次数: 0
Food Quality and Risk Perception: An Empirical Study Based on the Opinion of University Students 食品质量与风险认知:基于大学生意见的实证研究
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-17 DOI: 10.3390/su16188116
Francesca Silvia Rota, Luigi Bollani, Maria Giuseppina Lucia, Alessandro Bonadonna
In recent decades, the literature on food risk has grown significantly. Consumers are increasingly interested in being informed about the relationship between the food they purchase, their health, and current sustainability goals. In this study, university students’ opinions on food quality attributes were collected through a survey in search of emerging common traits and taking into account the students’ socio-demographic characteristics. The sample for the analysis consists of 5133 students enrolled at the University of Turin (Italy), whose perceptions of food risk are analyzed using hierarchical cluster analysis and principal component analysis. The results reveal the existence of four clusters within the surveyed student population: “Detached”, “Warranty-oriented”, “Inattentive”, and “Made in Italy-oriented”. In particular, the analysis shows a significant influence of age, education level, income, and employment on students’ preferences concerning the purchasing process and food safety. The results also provide some suggestions to stakeholders, underlying the necessity to strengthen the knowledge of the origin of food products and the awareness of the challenges of the global–local food system.
近几十年来,有关食品风险的文献显著增加。消费者越来越希望了解他们购买的食品、他们的健康和当前的可持续发展目标之间的关系。本研究通过调查收集了大学生对食品质量属性的看法,以寻找新出现的共同特征,并考虑到学生的社会人口特征。分析样本包括都灵大学(意大利)的 5133 名在校学生,采用分层聚类分析和主成分分析法对他们对食品风险的看法进行了分析。结果显示,在接受调查的学生群体中存在四个聚类:"离群"、"以保证为导向"、"不专心 "和 "以意大利制造为导向"。特别是,分析表明年龄、教育水平、收入和就业对学生在购买过程和食品安全方面的偏好有显著影响。分析结果还为利益相关者提供了一些建议,认为有必要加强对食品原产地的了解和对全球-本地食品体系挑战的认识。
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引用次数: 0
Effect of Pit and Soil Types on Growth and Development, Nutrient Content and Fruit Quality of Pomegranate in the Central Deccan Plateau Region, India 坑和土壤类型对印度德干高原中部地区石榴生长发育、营养成分含量和果实品质的影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188099
Rajagopal Vadivel, Kotha Sammi Reddy, Yogeshwar Singh, Dhananjay D. Nangare
To enhance pomegranate production on marginal gravelly lands, standardized planting techniques were evaluated in an 8-year-old orchard. Trenching, wider pit excavation, pit digging, and auger digs with dimensions of 1 and 2 m were employed. Utilizing native soil from barren land, with or without spent wash, and mixing it with black soil up to 1 m deep, growth parameters, leaf nutrients, fruit production, and fruit quality were assessed. The trench and wider pit methods outperformed others, yielding greater above-ground biomass (>70.3 kg tree−1), root biomass (>24.5 kg, tree−1), and cross-sectional area (>3.30 m2 tree−1). These methods also produced longer roots (>4.0 m tree−1) and higher leaf phosphorus (>0.28%) and potassium (>1.81%) levels, fruit juice content (>48.50%), and total soluble solids (>16.05°) compared to other planting methods. This resulted in higher and more sustainable fruit yield production under the trench and wider pit planting methods (>7.21 t ha−1). Similarly, the native and black soil mixture produced healthy fruit trees, improved fruit quality, and sustainably higher fruit yield over the native soil alone. In summary, the trench and wider pit methods (2–3 m3), combined with a soil mixture, are recommended for sustainable, high-quality fruit production in shallow gravelly terrains, thereby improving food security and the livelihoods of farmers in arid regions.
为了提高边缘砾石地的石榴产量,我们在一个有 8 年树龄的果园里对标准化种植技术进行了评估。采用了挖沟、宽坑挖掘、挖坑和钻挖等技术,挖坑尺寸为 1 米和 2 米。利用贫瘠土地上的原生土壤(含或不含废水),将其与深达 1 米的黑土混合,对生长参数、叶片养分、果实产量和果实质量进行了评估。沟槽法和宽坑法优于其他方法,它们能产生更大的地上生物量(>70.3 千克树-1)、根生物量(>24.5 千克树-1)和横截面积(>3.30 平方米树-1)。与其他种植方法相比,这些方法还能产生更长的根(>4.0 米树-1)、更高的叶磷(>0.28%)和钾(>1.81%)含量、果汁含量(>48.50%)和总可溶性固形物(>16.05°)。这使得沟栽法和宽坑栽法的果实产量更高、更可持续(大于 7.21 吨/公顷)。同样,原生土和黑土混合物能培育出健康的果树,提高果实质量,并比原生土单独种植能持续获得更高的果实产量。总之,建议采用沟栽法和宽坑栽(2-3 立方米)法,结合土壤混合物,在浅砾质地形中实现可持续的优质水果生产,从而改善干旱地区的粮食安全和农民生计。
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引用次数: 0
The Analysis of NPP Changes under Different Climatic Zones and under Different Land Use Types in Henan Province, 2001–2020 2001-2020 年河南省不同气候带和不同土地利用类型下的 NPP 变化分析
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188096
Yi Cao, Xingping Wen, Yixiao Wang, Xuanting Zhao
Net Primary Productivity (NPP) is a crucial indicator of ecological environment quality. To better understand the carbon absorption and carbon cycling capabilities of Henan Province, this study investigates the trends and driving factors of NPP across different climatic zones and land use types. The Theil–Sen Median trend analysis method and the Mann–Kendall trend test are employed to monitor NPP changes from 2001 to 2020. The average annual NPP in Henan Province during this period was 414.61 gC·m−2·year−1, showing a significant increasing trend with a growth rate of 3.73 gC·m−2·year−1. Spatially, both the annual average NPP and its increase rate were higher in the western part of Henan compared to the eastern part, and NPP variability was more stable in the southern region than in the northern region. By classifying climatic zones and using the Geodetector method to assess NPP sensitivity to natural factors, the results show that climate and vegetation factors jointly influence NPP variations, with annual precipitation being the primary natural factor affecting NPP trends in Henan Province from 2001 to 2020. By analyzing the NPP gain and loss matrix, the impact of land use changes on NPP was evaluated. Forests had the highest average annual NPP at 483.52 gC·m−2·year−1, and the conversion of arable land to urban areas was identified as the primary land change type leading to NPP reductions. In the subtropical zone of Henan, forests, croplands, and grasslands exhibited higher NPP values and increase rates compared to those in the warm belt. This study provides new insights into the spatial variation of NPP caused by changes in climatic zones and land use types.
净初级生产力(NPP)是衡量生态环境质量的重要指标。为了更好地了解河南省的碳吸收和碳循环能力,本研究探讨了不同气候带和土地利用类型下净初级生产力的变化趋势和驱动因素。采用 Theil-Sen 中值趋势分析法和 Mann-Kendall 趋势检验法监测 2001-2020 年的 NPP 变化。在此期间,河南省的年均 NPP 为 414.61 gC-m-2-年-1,呈显著上升趋势,增长率为 3.73 gC-m-2-年-1。从空间上看,河南省西部地区的年均 NPP 及其增长率均高于东部地区,且南部地区的 NPP 变率比北部地区更稳定。通过划分气候带和使用 Geodetector 方法评估 NPP 对自然因子的敏感性,结果表明气候和植被因子共同影响 NPP 的变化,其中年降水量是影响河南省 2001-2020 年 NPP 变化趋势的主要自然因子。通过分析 NPP 增减矩阵,评估了土地利用变化对 NPP 的影响。森林的年均 NPP 最高,为 483.52 gC-m-2-年-1,而耕地向城市地区的转化被认为是导致 NPP 降低的主要土地变化类型。与温暖带相比,河南亚热带地区的森林、耕地和草地表现出更高的 NPP 值和增加率。这项研究为了解气候带和土地利用类型的变化导致的 NPP 空间变化提供了新的视角。
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引用次数: 0
Measurement and Evaluation of the Development Level of Health and Wellness Tourism from the Perspective of High-Quality Development 从高质量发展的角度衡量和评价康养旅游的发展水平
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188082
Huali Pan, Huanhuan Mi, Yanhua Chen, Ziyan Chen, Weizhong Zhou
In recent years, with the dramatic surge in the demand for health and elderly care services, the emergence of the health dividend has presented good development opportunities for health and wellness tourism. However, as a sector of the economy, health and wellness tourism still faces numerous challenges in achieving high-quality development. Therefore, this paper focuses on 31 provinces in China and constructs a multidimensional evaluation index system for the high-quality development of health and wellness tourism. The global entropy-weighted TOPSIS method and cluster analysis are used to conduct in-depth measurements, regional comparisons, and classification evaluations of the high-quality development of health and wellness tourism in each province. The research results indicate that: (1) From a quality perspective, the level of health and wellness tourism development in 11 provinces in China has exceeded the national average, while the remaining 20 provinces are below the national average. (2) From a regional perspective, the current level of high-quality development in health and wellness tourism decreases sequentially from the eastern to the central to the western regions, with significant regional differences. (3) Overall, the development in the 31 provinces can be categorized into five types: the High-Quality Benchmark Type, the High-Quality Stable Type, the High-Quality Progressive Type, the General-Quality Potential Type, and the General-Quality Lagging Type. (4) From a single-dimension analysis perspective, there are significant differences in the rankings of each province across different dimensions. Finally, this paper enriches and expands the theoretical foundation on the high-quality development of health and wellness tourism; on the other hand, it puts forward targeted countermeasures and suggestions to help promote the comprehensive enhancement of health and wellness tourism.
近年来,随着人们对健康和养老服务需求的激增,健康红利的出现为康养旅游带来了良好的发展机遇。然而,作为经济的一个部门,康养旅游要实现高质量发展仍面临诸多挑战。因此,本文以中国 31 个省份为研究对象,构建了康养旅游高质量发展的多维评价指标体系。采用全局熵权 TOPSIS 法和聚类分析法,对各省康养旅游高质量发展情况进行深入测度、区域比较和分类评价。研究结果表明(1)从质量角度看,中国有 11 个省份的康养旅游发展水平超过全国平均水平,其余 20 个省份低于全国平均水平。(2)从区域来看,当前康养旅游高质量发展水平从东部、中部到西部依次递减,区域差异显著。(3)总体来看,31 个省份的发展可分为五种类型:高质量基准型、高质量稳定型、高质量渐进型、一般质量潜力型和一般质量滞后型。(4)从单维度分析的角度看,各省在不同维度上的排名存在显著差异。最后,本文一方面丰富和拓展了康养旅游高质量发展的理论基础,另一方面提出了有针对性的对策建议,以助推康养旅游的全面提升。
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引用次数: 0
Development of Digital Transformation Maturity Assessment Model for Collaborative Factory Involving Multiple Companies 为涉及多家公司的协作工厂开发数字化转型成熟度评估模型
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188087
Keeeun Lee, Youngchul Song, Minyoung Park, Byungun Yoon
Recent advancements in digital transformation (DX) in the industrial sector have spotlighted digital collaborative factories, which emphasize relationships with partners, particularly in the manufacturing sector. However, existing DX maturity assessment models primarily focus on evaluating individual companies, lacking consideration of partnerships and thereby failing to reflect the complexities of collaborative systems. To address this limitation, this study aims to develop a DX maturity assessment model tailored to digital collaborative factories while accounting for collaborative relationships. Initially, 25 existing DX maturity assessment models were reviewed, and the evaluation elements related to collaboration were extracted from each. Accordingly, the maturity assessment model was created with 15 evaluation factors, including organizational aspects, process management, quality control, and logistics operations. Finally, to verify the applicability of the model, the DX maturity levels of a lead company—a forklift-manufacturing company—and its partner—an automotive component manufacturer—within the same value chain were assessed, and the model’s suitability was evaluated. The results indicate that the lead company needed to improve on the intelligence, connectivity, and automation aspects, while its partner needs to streamline production process operations and technological connectivity. This approach enables manufacturers to obtain more reliable information in resolving issues arising from collaboration with partners, as well as in establishing future strategies. The findings suggest that strengthening collaboration systems among partners and advancing DX based on digital collaboration will raise competitiveness within the manufacturing sector.
最近,工业领域的数字化转型(DX)进展突出了数字化协作工厂,它强调与合作伙伴的关系,尤其是在制造业。然而,现有的 DX 成熟度评估模型主要侧重于评估单个公司,缺乏对合作伙伴关系的考虑,因而无法反映协作系统的复杂性。为了解决这一局限性,本研究旨在开发一个专门针对数字化协作工厂的 DX 成熟度评估模型,同时考虑协作关系。首先,研究人员查阅了 25 个现有的 DX 成熟度评估模型,并从每个模型中提取了与协作相关的评估要素。据此,创建了包含 15 个评估要素的成熟度评估模型,其中包括组织方面、流程管理、质量控制和物流运营。最后,为了验证该模型的适用性,对处于同一价值链中的牵头公司(叉车制造公司)及其合作伙伴(汽车零部件制造商)的 DX 成熟度水平进行了评估,并对模型的适用性进行了评价。结果表明,主导公司需要在智能化、连通性和自动化方面进行改进,而其合作伙伴则需要简化生产流程操作和技术连通性。这种方法使制造商在解决与合作伙伴合作过程中出现的问题以及制定未来战略时,能够获得更可靠的信息。研究结果表明,加强合作伙伴之间的协作系统,推进基于数字协作的 DX,将提高制造业的竞争力。
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引用次数: 0
The Central Functions of Cities in Poland in Light of Administrative Reform 从行政改革看波兰城市的中心职能
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188097
Katarzyna Przybyła, Maria Hełdak, Marian Kachniarz, David Ramsey, Alina Kulczyk-Dynowska, Katarzyna Szara
The aim of this article is to determine and assess the changes in the central functions of major Polish cities in the context of Poland’s 1999 administrative reform. This study covers a period of twenty-two years (1998–2019), which provides a solid perspective for evaluating the functional changes occurring within the current territorial division of the country. The conclusions indicate that the dynamics of changes in central functions in former provincial capitals differed from those in cities that retained this status. At the same time, it was found that the administrative reform sanctioned the scope and scale of earlier socio-economic dependencies in the present regional centers. The research results suggest that administrative reforms in Poland solidified existing socio-economic development paths in cities, but were not the sole catalyst for change. They point to a complex interaction of factors influencing urban evolution. By utilizing indicators that measure the centrality of cities in relation to their demographic potential, this research offers a quantitative assessment of the level of development of central functions, which is crucial for monitoring progress towards sustainable urbanization. By providing this information, this research also contributes to a broader discussion on the advancement and dynamics of sustainable urban development.
本文旨在确定和评估波兰 1999 年行政改革背景下波兰主要城市中心功能的变化。这项研究的时间跨度为 22 年(1998-2019 年),这为评估波兰当前领土划分中发生的职能变化提供了一个坚实的视角。研究结论表明,前省会城市的中央职能变化动态与保留省会城市的中央职能变化动态不同。同时,研究还发现,行政改革认可了目前地区中心早先的社会经济依赖的范围和规模。研究结果表明,波兰的行政改革巩固了城市现有的社会经济发展道路,但并不是变革的唯一催化剂。研究结果表明,影响城市演变的各种因素之间存在着复杂的相互作用。通过利用衡量城市与其人口潜力相关的中心地位的指标,本研究对中心功能的发展水平进行了量化评估,这对于监测可持续城市化的进展情况至关重要。通过提供这些信息,本研究还有助于就城市可持续发展的进展和动态展开更广泛的讨论。
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引用次数: 0
Effect of Silver Nanoparticles and Vermicompost on the Control of Longidorus elongatus (De Man, 1876) in Miscanthus × Giganteus and Its Growth and Development 纳米银颗粒和蛭石堆肥对长尾藻(De Man,1876 年)在 Miscanthus × Giganteus 中的控制及其生长发育的影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188093
Andrzej Skwiercz, Tatyana Stefanovska, Olexander Zhukov, Anita Zapałowska, Adam Masłoń
Miscanthus × giganteus biomass plays a crucial role in producing renewable energy and bio-based products, supporting global sustainability objectives. However, its introduction into the European Union has made it susceptible to the ectoparasitic needle nematode Longidorus spp., which are known vectors of severe viral diseases. The aim of the presented research was to assess the effectiveness of the following soil amendments: vermicompost from Eisenia fetida and silver nanoparticles (Ag-NPs) applied to the soil with Miscanthus plants following artificial inoculation of Longidorus elongatus. A two-year experiment was conducted at the National Institute of Horticulture Research in Skierniewice using concrete rings filled with medium sandy soil amended with 10% peat. Treatments included: control (no amendments), vermicompost (4 L of E. fetida vermicompost), and Ag-NPs (60 mg/L soil). Each treatment was replicated four times. Application of both vermicompost and Ag-NPs positively influenced soil parameters and crop yield while suppressing nematode populations. Significant reductions in L. elongatus density were observed: vermicompost reduced nematode population by 80% and Ag-NPs by 90% compared to the control (15%).
Miscanthus × giganteus 生物质在生产可再生能源和生物基产品方面发挥着至关重要的作用,有助于实现全球可持续发展目标。然而,将其引入欧盟后,它很容易受到外寄生针线虫 Longidorus spp.的感染,而这种线虫是已知的严重病毒性疾病的传播媒介。本研究的目的是评估以下土壤改良剂的效果:在人工接种长脚金线虫后,将埃森藻堆肥和纳米银微粒(Ag-NPs)施用到种植有 Miscanthus 植物的土壤中。在 Skierniewice 的国家园艺研究所进行了一项为期两年的实验,在混凝土环中填充了添加了 10% 泥炭的中沙土。处理包括:对照组(无添加物)、蛭肥(4 升 E. fetida 蛭肥)和 Ag-NPs (60 毫克/升土壤)。每种处理重复四次。施用蛭肥和 Ag-NPs 对土壤参数和作物产量都有积极影响,同时还能抑制线虫数量。与对照组(15%)相比,蛭石堆肥使线虫数量减少了 80%,Ag-NPs 使线虫数量减少了 90%。
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引用次数: 0
The Impact of COVID-19 on the Value Relevance of Customer Satisfaction COVID-19 对客户满意度价值相关性的影响
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-16 DOI: 10.3390/su16188090
Ha-Yeon Park, Cheong-Kyu Park
This study examines the impact of COVID-19 on customer satisfaction and the value relevance of customer satisfaction. COVID-19 is an unprecedented pandemic that has changed all areas of business. Customer relations are one of the biggest paradigm shifts of this period. Companies have placed more attention on customer relations than on any other areas, and customer relations are an essential element in corporate sustainability. The value relevance directly represents the sustainability of corporations. It is very important for firms to retain their customers in the market, create a potential demand, and, thus, increase the firm value. We investigate whether companies financially benefit from customer relations. Employing the value relevance model, we regress firm value on the customer satisfaction scores with other control variables. We find that the customer satisfaction score has increased throughout the sample period, and that the value relevance of customer satisfaction has declined after the COVID-19 outbreak. Together, we interpret the results as indicating the impact of COVID-19 on the value relevance of customer satisfaction, especially the decreasing trends in value relevance. The results are robust even after controlling endogeneity and outliers. This study has several implications for practitioners and academia regarding the impact of COVID-19 on the value relevance of customer satisfaction.
本研究探讨了 COVID-19 对客户满意度的影响以及客户满意度的价值相关性。COVID-19 是一场史无前例的大流行,它改变了所有商业领域。客户关系是这一时期最大的范式转变之一。企业对客户关系的重视程度超过了其他任何领域,客户关系是企业可持续发展的基本要素。价值相关性直接代表了企业的可持续性。对于企业来说,留住市场上的客户,创造潜在需求,从而提高企业价值是非常重要的。我们研究了企业是否能从客户关系中获得经济利益。利用价值相关性模型,我们将公司价值与客户满意度得分以及其他控制变量进行了回归。我们发现,在整个样本期间,客户满意度得分一直在上升,而在 COVID-19 爆发后,客户满意度的价值相关性有所下降。综合以上结果,我们认为 COVID-19 对客户满意度的价值相关性产生了影响,尤其是价值相关性的下降趋势。即使控制了内生性和异常值,结果也是稳健的。关于 COVID-19 对顾客满意度价值相关性的影响,本研究对实践者和学术界有若干启示。
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引用次数: 0
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