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Influence of Lithium Bromide on Electrical Properties in Bio-based Polymer Electrolytes 溴化锂对生物基聚合物电解质电性能的影响
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3836
A. F. Fuzlin, B. Sahraoui, A. S. Samsudin
This research presents the influence of lithium bromide (LiBr) on the electrical properties of alginate in bio-based polymer electrolytes (BBPEs) system. Bio-based alginate was prepared using the solution casting technique with various LiBr compositions. The ionic conductivity and electrical properties of the prepared BBPEs samples were studied using electrical impedance spectroscopy over a frequency range of 50 Hz–1 MHz. A maximum ionic conductivity of 7.46 × 10 −5 S cm 1 was obtained for a sample containing 15 wt. % lithium bromide-doped alginate BBPEs at ambient temperature (303 K). The electrical analysis revealed that the most conductive sample based on alginate-LiBr BBPEs has optimum dielectric constant and loss, which significantly increases as temperature increases. The dielectric properties show that all alginateLiBr BBPEs are in non-Debye behavior conditions, where no single relaxation occurs in the present system.
研究了溴化锂(LiBr)对生物基聚合物电解质(BBPE)体系中藻酸盐电性能的影响。采用溶液浇铸技术,用不同的溴化锂组成制备了生物基海藻酸盐。使用电阻抗谱在50 Hz–1 MHz的频率范围内研究了所制备的BBPE样品的离子电导率和电学性质。在环境温度(303 K)下,含有15wt.%溴化锂掺杂的藻酸盐BBPE的样品的最大离子电导率为7.46×10−5 S cm 1。电学分析表明,基于藻酸盐-溴化锂BBPE的最具导电性的样品具有最佳的介电常数和损耗,其随着温度的升高而显著增加。介电性质表明,所有的藻酸盐LiBr-BBPE都处于非德拜行为条件下,在该条件下,本系统中没有发生单次弛豫。
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引用次数: 0
Evaluation of IL-17A and IL-17F Gene Expression in Peripheral Blood Mononuclear Cells in Different Clinical Stages of Chronic Hepatitis B Infection in an Iranian Population 伊朗人群慢性乙型肝炎不同临床阶段外周血单个核细胞IL-17A和IL-17F基因表达的评估
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-09-01 DOI: 10.7454/mst.v24i2.3788
Tannaz Akbari Kolagar, S. Mohebbi, F. Ashrafi, Shahrzad Shoraka, H. A. Aghdaei, M. Zali
Hepatitis B virus (HBV) infection is one of the main causes of liver damage, which can also lead to chronic hepatitis B (CHB) infection. More than 240 million individuals worldwide are chronic carriers of HBV. Among individuals with CHB who are untreated, approximately 15% – 40% will progress to liver cirrhosis or cancer. The interactions between HBV and host immune response play significant roles in the progression of CHB. CHB can be generally divided into four different clinical phases: immune tolerance (IT), immune clearance, inactive carrier, and Hepatitis B surface antigen (HBsAg)negative reactivation phase (ENEG). Many studies showed that interleukins play important roles in anti-viral immunity and pathogenesis of chronic hepatitis. However, the relations between clinical phases of CHB and host immune transcriptome remain unclear. In this study, we aimed to investigate the expression of interleukin-17A (IL-17A) and IL17F genes in the peripheral blood mononuclear cells (PBMCs) of patients with CHB through different clinical stages. Results were compared with the control group, which comprised individuals with no history of pre-existing medical conditions. This case–control study was carried out on 32 patients with CHB as the case group and 32 healthy individuals as the control group. According to clinical data, CHB cases were divided into two groups: active (n = 22) and inactive (n = 11). PBMC samples were obtained from all groups. After total RNA extraction and cDNA synthesis, real-time PCR was used to determine IL-17A and IL-17F expression levels. The results were analyzed by REST software, SPSS, and GraphPad Prism. The IL-17A and IL-17F gene expression levels were observed to be significantly higher in the CHB group than in the control group (IL-17A: P = 0.0013; IL-17F: P = 0.0103). The active phase group (including IT, clearance, and reactivation samples) significantly increased in comparison with the inactive phase (IL-17A: P = 0.000; IL17F: P = 0.000). The study suggests that IL-17A and IL-17F do not only activate inflammation but are also involved in HBV-related disease progression and chronicity. Thus, mRNA levels of IL-17A and IL-17F could be used as a biomarker to diagnose CHB infection and distinguish between the active CHB phase from the inactive phase.
乙型肝炎病毒(HBV)感染是肝损伤的主要原因之一,也可导致慢性乙型肝炎(CHB)感染。全世界有超过2.4亿人是HBV的慢性携带者。在未经治疗的慢性乙型肝炎患者中,约15%至40%的患者将发展为肝硬化或癌症。HBV与宿主免疫反应之间的相互作用在慢性乙型肝炎的进展中起着重要作用。慢性乙型肝炎通常可分为四个不同的临床阶段:免疫耐受期(IT)、免疫清除期、无活性携带者和乙型肝炎表面抗原(HBsAg)阴性再激活期(ENEG)。许多研究表明,白细胞介素在抗病毒免疫和慢性肝炎发病机制中发挥重要作用。然而,慢性乙型肝炎的临床分期与宿主免疫转录组之间的关系尚不清楚。在本研究中,我们旨在研究不同临床阶段慢性乙型肝炎患者外周血单核细胞(PBMC)中白细胞介素-17A(IL-17A)和IL17F基因的表达。将结果与对照组进行比较,对照组包括没有既往病史的个体。本病例对照研究以32名慢性乙型肝炎患者为病例组,32名健康人为对照组。根据临床资料,CHB病例分为两组:活动组(n=22)和非活动组(n=11)。从所有组中获得PBMC样品。总RNA提取和cDNA合成后,使用实时PCR测定IL-17A和IL-17F的表达水平。通过REST软件、SPSS和GraphPad Prism对结果进行分析。CHB组的IL-17A和IL-17F基因表达水平显著高于对照组(IL-17A:P=0.0013;IL-17F:P=0.0103)。与非活动期(IL-17A:P=0.000;IL17F:P0.000)相比,活动期组(包括IT、清除和再激活样本)显著增加不仅激活炎症,而且还参与HBV相关疾病的进展和慢性。因此,IL-17A和IL-17F的mRNA水平可以用作诊断慢性乙型肝炎感染并区分活动期和非活动期的生物标志物。
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引用次数: 0
Synthesis of Epoxy Monoethanolamide from Bauhinia monandra Seed Oil 以紫荆籽油为原料合成环氧单乙醇酰胺
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-04-29 DOI: 10.7454/MST.V24I1.3851
A. Adewuyi, R. Oderinde
In this study, we synthesized epoxidised monoethanolamide (EMA) from Bauhinia monandra seed oil (BMO) via a simple reaction route. In this process, BMO was transesterified to obtain a mixture of methyl esters, which was subjected to a urea adduct complexation reaction. The unsaturated methyl esters (BME) from the urea adduct complexation reaction were then epoxidised using performic acid produced in situ in a one-pot reaction system. The epoxidised methyl esters were converted to EMA by reacting them with monoethanolamine (1:10). The progression of the reaction was monitored using Fourier transform infrared spectroscopy and proton nuclear magnetic resonance spectroscopy, and the fatty acid composition was determined by gas chromatography. The results indicate that the most abundant fatty acid in BMO is C18:1 (25.70% ± 0.20%), with a degree of unsaturation of 49.00% ± 0.50%. After the urea adduct complexation reaction, the degree of unsaturation increased to 95.20% ± 0.10% with C18:2 (75.00% ± 0.10%) becoming the most dominant fatty acid. The oxirane oxygen content was found to be 5.50% ± 0.50%. The results of this study suggest that the urea adduct complexation reaction offers a potential means for increasing the unsaturation of fatty methyl esters. In addition, our findings show that EMA can be produced at low or room temperature.
以紫荆籽油(BMO)为原料,通过简单的反应途径合成环氧化单乙醇酰胺(EMA)。在此过程中,BMO被酯交换得到甲酯混合物,并进行尿素加合反应。尿素加合反应生成的不饱和甲酯(BME)用原位生成的甲酸在一锅反应体系中环氧化。环氧化甲酯与单乙醇胺(1:10)反应生成EMA。采用傅里叶变换红外光谱和质子核磁共振光谱法监测反应过程,气相色谱法测定脂肪酸组成。结果表明,BMO中最丰富的脂肪酸为C18:1(25.70%±0.20%),不饱和度为49.00%±0.50%。尿素加合物络合反应后,不饱和度增加到95.20%±0.10%,其中C18:2(75.00%±0.10%)成为最占优势的脂肪酸。氧环的含氧量为5.50%±0.50%。本研究结果表明尿素加合反应为提高脂肪甲酯的不饱和性提供了一种潜在的手段。此外,我们的研究结果表明,EMA可以在低温或室温下生产。
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引用次数: 0
Component Analysis and Antiangiogenic Activity of Thailand Stingless Bee Propolis 泰国无刺蜂蜂胶的成分分析及抗血管生成活性
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3703
Eriko Ishizu, Sari Honda, T. Ohta, B. Vongsak, S. Kumazawa
Propolis is a natural resin produced by honey bees from certain plants, has gained popularity as a food and alternative medicine. However, to the best of our knowledge, few studies on native Thailand stingless bee propolis are available. Information on the chemical composition and biological activities of propolis is needed to investigate its potential utility. Recently we have reported the possible plant origin of Thailand stingless bee propolis, Garcinia mangostana. In this study, further component analysis, functional evaluation, and identification of the plant origin of Thailand stingless bee propolis are conducted. Nine xanthones, including α-mangostin, garcinone C, γ-mangostin, cochinchinone T, βmangostin, gartanin, 8-deoxygartanin, 9-hydroxycalabaxanthone, and mangostanol, were identified from the propolis. Comparative analysis of 70% ethanol extracts of Thailand stingless bee propolis (EEP) and the yellow resin from the fruit surface of G. mangostana (EEM) was performed using LC-MS, and similar chromatographic patterns were obtained. This result suggests that the plant origin of Thailand stingless bee propolis is confirmed to be the yellow resin from the fruit surface of G. mangostana. EEP and EEM were then tested for their ability to inhibit the tube formation of human umbilical vein endothelial cells, and both samples inhibited the tube formation of these cells in a concentrationdependent manner. This result indicates that Thailand stingless bee propolis may have future applications in the prevention and treatment of angiogenesis-related diseases.
蜂胶是一种天然树脂,由蜜蜂从某些植物中提取,作为一种食品和替代药物而受到欢迎。然而,据我们所知,很少有关于泰国本土无刺蜂胶的研究。为了研究蜂胶的潜在用途,需要了解蜂胶的化学成分和生物活性。最近我们报道了泰国无刺蜂蜂胶Garcinia mangostana可能的植物来源。本研究对泰国无刺蜂蜂胶进行了成分分析、功能评价和植物来源鉴定。从蜂胶中共鉴定出α-山竹苷、garcinone C、γ-山竹苷、胭脂红酮T、β山竹苷、gartanin、8-脱氧gartanin、9-羟基山竹黄酮和山竹醇等9种山酮类化合物。采用LC-MS对泰国无刺蜂蜂胶(EEP) 70%乙醇提取物与山竹果(EEM)果实表面的黄色树脂进行了对比分析,得到了相似的色谱图谱。结果表明,泰国无刺蜂蜂胶的植物来源为山竹果表面的黄色树脂。然后测试EEP和EEM抑制人脐静脉内皮细胞成管的能力,两种样品都以浓度依赖的方式抑制这些细胞的成管。这一结果表明,泰国无刺蜂蜂胶在预防和治疗血管生成相关疾病方面具有广阔的应用前景。
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引用次数: 5
Use of the “DNAChecker” Algorithm for Improving Bioinformatics Research 利用“DNAChecker”算法改进生物信息学研究
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3488
Nausheen Bhat, Ezra B. Wijaya, A. A. Parikesit
Basic Local Alignment Sequencing Tool (BLAST) is a bioinformatics tool used for analyzing nucleotide sequences with regards to their similarity. BLAST can be found online on biological databases such as the National Center for Biotechnology Information (NCBI) and other such repositories. The mechanism of BLAST allows the target sequence to be compared with other sequences to find regions of local similarity, and thus, a comparability quotient that determines the resemblance between the sequences is created. Due to the open-platform nature of the online databanks, several sequences can be accepted with little to no interjections regarding the quality of sequence submitted. An example of unclean nucleotide sequences can be based on the number of non-template nucleotides, denoted as “N,” present within the sequence. Here we develop a self-established nucleotide sequence reading program known as “DNAChecker,” which helps identify the quality of the target sequence and therefore proposes the effectiveness of the BLAST result. DNAChecker is an inbuilt, program that runs on Python 3.4 and was implemented in the United States Agency for International Development (USAID) project conducted in Indonesia International Institute for Life Sciences. Although DNAChecker has proven to be useful, it has a lot of room for improvements, such as having a more objectively accurate means of differentiating between good and bad sequences.
基本局部比对测序工具(BLAST)是一种生物信息学工具,用于分析核苷酸序列的相似性。BLAST可以在线在生物数据库上找到,例如国家生物技术信息中心(NCBI)和其他这样的存储库。BLAST的机制允许将目标序列与其他序列进行比较,以找到局部相似的区域,从而创建确定序列之间相似性的可比性商。由于在线数据库的开放平台性质,可以接受几个序列,而对提交的序列质量几乎没有插话。不干净核苷酸序列的一个例子可以基于序列中存在的非模板核苷酸的数量,表示为“N”。在这里,我们开发了一个自行建立的核苷酸序列读取程序,称为“DNAChecker”,它有助于识别目标序列的质量,从而提出BLAST结果的有效性。DNAChecker是一个在Python 3.4上运行的内置程序,在美国国际开发署(USAID)在印度尼西亚国际生命科学研究所进行的项目中实施。尽管DNAChecker已经被证明是有用的,但它还有很大的改进空间,比如有一种更客观准确的方法来区分好序列和坏序列。
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引用次数: 3
Experimental Evaluation of Three Different Humidity Conditions to Physical and Mechanical Properties of Three Different Mixtures of Unfired Soil Bricks 三种不同湿度条件对三种不同混合土砖物理力学性能的试验评价
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3583
H. Purnomo, Srikandi Wahyu Arini
Unfired brick is considered as a more environmentally friendly material than fired brick. It has lower mechanical properties than that of fired brick where humidity influences both bricks. Physical and mechanical properties of unfired bricks made of three kinds of mixtures were studied experimentally under three humidity conditions. The first kind of unfired brick was made only with soil and water while the second type was made of a mixture of soil, water and lime, and the third type was a mixture of soil, water, lime and uniform treated coir where 4% of lime mass was substituted with coir mass. Physical properties evaluation consisted of water content, absorption, volume shrinkage and density of those unfired bricks. Some variations occur in the third type of unfired bricks physical test results, where in general in more humid conditions there are tendency to have higher density, higher absorption, higher water content and less volume shrinkage compared to two other types of unfired bricks. Mechanical properties are evaluated by its modulus of rupture, compressive strength and modulus of elasticity. It is found that the addition of 4% treated 2.5 cm coir gives better mechanical properties in humid conditions compared to others types of unfired bricks.
未烧结砖被认为是比烧结砖更环保的材料。它具有较低的机械性能比烧结砖,湿度影响砖。试验研究了三种混合料在三种湿度条件下的未烧结砖的物理力学性能。第一类未烧结砖仅由土和水制成,第二类是由土、水和石灰混合制成,第三类是由土、水、石灰和均匀处理的椰浆混合而成,用椰浆代替4%的石灰质量。物理性能评价包括未烧结砖的含水率、吸收率、体积收缩率和密度。在第三种类型的未烧砖物理测试结果中出现一些变化,通常在更潮湿的条件下,与其他两种类型的未烧砖相比,有更高的密度、更高的吸收率、更高的含水量和更小的体积收缩率。力学性能由断裂模量、抗压强度和弹性模量来评价。研究发现,与其他类型的未烧结砖相比,添加4%处理过的2.5厘米椰壳在潮湿条件下具有更好的机械性能。
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引用次数: 4
A Study of the Electron Regeneration Efficiency of Solar Cells Fabricated Using CMC/PVA-, Alginate-, and Xanthan-based Electrolytes CMC/PVA、海藻酸盐和黄原胶电解质制备太阳能电池的电子再生效率研究
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3634
Nur Farha Shaafi, Saifful K Muzakir, B. Sahraoui
A photovoltaic (PV) mechanism consists of three important steps, i.e., (i) electron excitation upon absorption of photon with energy higher than the bandgap of fluorophore, (ii) excited-state electron injection from the fluorophore to the photoelectrode, and (iii) electron regeneration from the electrolyte to the fluorophore. An efficient electron regeneration could be achieved upon fulfillment of the requirements of energy alignment, i.e., lowest unoccupied molecular orb ital of fluorophore (LUMOfluorophore) > redox potential of electrolyte > highest occupied molecu lar orbital of fluorophore (HOMO fluorophore). This study investigated the electron regeneration efficiency of excitonic solar cells fabricated using three polymer-based electrolytes, i.e., (i) 60% carboxymethyl cellulose (CMC) blended with 40% polyvinyl alcohol (PVA), (ii) alginate, and (iii) xanthan. The redox potentials of the electro lytes (Eo ) were calculated using quantum chemical calculat ions under the framework of density functional theory. The compatibility of fluorophore and electrolyte was analyzed in terms of the energy level alignment. The cells fabricated using the three polymer-based electrolytes were analyzed, with the CMC/PVA-based cell yielding the highest efficiency, η, of 1.39% under the illumination of the sun. The low η of the cells can be attributed to the incompatible Eo of the electrolytes, which exh ibited a higher energy level than the LUMOfluorophore. The alginateand xanthan-based cells exh ibited inferior PV propert ies (i.e., open circuit voltage, short circuit current, fill factor, and η) to that of the CMC/PVA-based cell. This finding can be attributed to the increment of energy offset between Eo and HOMO fluorophore.
光伏(PV)机制包括三个重要步骤,即(i)能量高于荧光团带隙的光子吸收后的电子激发,(ii)从荧光团到光电极的激发态电子注入,以及(iii)从电解质到荧光团的电子再生。当满足能量排列要求时,即荧光团的最低未占据分子轨道(LUMOfluorophore) >电解质的氧化还原电位>荧光团的最高占据分子轨道(HOMO fluorophore),可以实现有效的电子再生。本研究考察了三种聚合物电解质制备的激子太阳能电池的电子再生效率,即(i) 60%羧甲基纤维素(CMC)与40%聚乙烯醇(PVA)混合,(ii)海藻酸盐和(iii)黄原胶。在密度泛函理论的框架下,利用量子化学计算方法计算了电解质的氧化还原电位。从能级排列的角度分析了荧光团与电解质的相容性。对三种聚合物基电解质制备的电池进行了分析,在太阳光照下,CMC/ pva基电池的效率最高,η值为1.39%。电池的低η值可归因于电解质的不相容Eo,其表现出比lumo荧光团更高的能级。海藻酸盐和黄原胶基电池的PV性能(开路电压、短路电流、填充因子和η)均低于CMC/ pva基电池。这一发现可归因于Eo和HOMO荧光团之间能量偏移的增加。
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引用次数: 4
3D FDTD Method for Modeling of Seismo-Electromagnetics Disturbance on Crustal Earth 地壳地震电磁干扰的三维FDTD建模方法
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3715
N. Shabrina, Y. Hobara, A. Munir
The paper deals with the modelling of seismo-electromagnetics disturbance on the crustal earth by use of threedimensional (3D) finite-difference time-domain (FDTD) method. The model is built up by discretizing the frontier geographical region between Java Island and Sumatra Island in a cylindrical coordinate system-based 3D object. The proposed method is applied to compute and analyze electromagnetics (EM) fields of the observed very low frequency (VLF) wave used for the investigation. Boundary condition of uniaxial perfectly matched layer (UPML) are applied surrounding the area of computation for truncating the object of simulation. The investigation are focused on the propagation time of observed VLF wave and its amplitude variation between the observation point and disturbance pulse. The result shows that the propagation time is significantly affected by the distance of observation point and the permittivity of propagation medium. Meanwhile, the addition pulse associated with the earthquake influences the amplitude of observed VLF wave instead of its frequency.
本文讨论了用三维时域有限差分(FDTD)方法模拟地壳地球上的地震电磁扰动。该模型是将爪哇岛和苏门答腊岛之间的边界地理区域离散到一个基于柱坐标系的三维对象上建立的。该方法用于计算和分析观测到的甚低频波的电磁场。在计算区域周围采用单轴完美匹配层边界条件截断仿真对象。重点研究了观测到的甚低频波的传播时间及其在观测点与扰动脉冲之间的振幅变化。结果表明,观测点的距离和传播介质的介电常数对传播时间有显著影响。同时,与地震相关的附加脉冲影响的是观测到的甚低频波的幅值,而不是频率。
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引用次数: 1
Adsorption of Heavy Metal Ions by Oil Palm Decanter Cake Activated Carbon 油棕滤饼活性炭对重金属离子的吸附
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3760
M. Yusoff, J. Idris, N. Zainal, M. F. Ibrahim, S. Abd-Aziz
Adsorption processes are widely used for the removal of heavy metals from waste streams. Oil palm decanter cake (OPDC) is used as a bioadsorbent because of its compositional properties for activated carbon production; moreover, it is a readily available raw material produced in palm o il mills and is thus abundant and cheap. In this study, the OPDC was carbonized at 700 °C and activated using steam at 700 °C to produce oil palm decanter cake activated carbon (ACOPDC). Batch adsorption experiments were carried out to compare the adsorption capacities of the raw OPDC and the AC-OPDC for heavy metals removal. The maximum adsorption capacities of AC-OPDC on Cu(II), Pb(II), and Zn(II) were found to be 45.01, 128.51, and 39.21 mg/g, respectively, which were higher than those of the raw OPDC. This study demonstrates that the AC-OPDC has the potential to be a bioadsorbent for heavy metal removal from wastewater.
吸附法被广泛用于去除废水中的重金属。油棕醒酒器饼(OPDC)因其生产活性炭的组成特性而被用作生物吸附剂;此外,它是棕榈油厂生产的一种现成的原料,因此储量丰富,价格低廉。本研究将OPDC在700℃下碳化,在700℃下蒸汽活化,制得油棕醒酒器饼活性炭(ACOPDC)。进行了批量吸附实验,比较了原料OPDC和AC-OPDC对重金属的吸附能力。AC-OPDC对Cu(II)、Pb(II)和Zn(II)的最大吸附量分别为45.01、128.51和39.21 mg/g,均高于原料OPDC。该研究表明,AC-OPDC具有作为去除废水中重金属的生物吸附剂的潜力。
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引用次数: 8
Study of Ecological Design of Residential Complexes Using SPSS to Elevate Resident Satisfaction 基于SPSS的住宅小区生态设计提升居民满意度研究
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2019-08-30 DOI: 10.7454/mst.v23i2.3670
Soheil Malekpour Kolbadinejad, V. Malekpour Ravasjan, A. Darvish
This article reports the general residential satisfaction, affecting ecological factors, and their importance in area in Tehran. The collected field data was analyzed using SPSS. Cronbach's alpha variable was used to determine the reliability of the questionnaire and the Friedman test was used to assess priorities that influence residential satisfaction. The results show that the quality of residential environments and general satisfaction of their residents may be enhanced by identifying these criteria and making appropriate plans for their improvement.
本文报道了德黑兰地区居民的总体满意度、影响生态因素及其重要性。采用SPSS软件对采集的野外数据进行分析。Cronbach的α变量用于确定问卷的可靠性,Friedman检验用于评估影响居住满意度的优先级。结果表明,通过确定这些标准并制定适当的改善计划,可以提高居住环境的质量和居民的总体满意度。
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引用次数: 0
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Makara Journal of Technology
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