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A new analytical RP-HPLC method development and validation for the estimation of Nilutamide in bulk form and marketed pharmaceutical dosage form 一种新的RP-HPLC分析方法的开发与验证,用于估算尼鲁他胺在散装和上市药物剂型中的含量
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2211
Dhayapanthullapally Shireesha, Rizwana Begum, Kankala Sujatha, Arumugam Yasodha
A rapid and precise reverse phase high performance liquid chromatographic method has been developed for the validated of Nilutamide, in its pure form as well as in tablet dosage form. Chromatography was carried out on a Symmetry C18 (4.6 x 150 mm, 5 µm) column using a mixture of Methanol and water (45: 55 % v/v) as the mobile phase at a flow rate of 0.8 ml/min, the detection was carried out at 260 nm. The retention time of the Nilutamide was 2.379 ± 0.02 min respectively. The method produce linear responses in the concentration range of 24-120 mg/ml of Nilutamide. The method precision for the determination of assay was below 2.0 % RSD. The method is useful in the quality control of bulk and pharmaceutical formulations. The method was validated for accuracy, precision, linearity, robustness, ruggedness and LOD & LOQ of standard solution. The developed RP-HPLC method was found to be accurate, precise, linear, and robust and was successful applied to a pharmaceutical tablet formulation for qualitative estimation of Nilutamide in Bulk form and Marketed Pharmaceutical Dosage forms.
本研究采用快速、精确的反相高效液相色谱法验证了尼鲁他胺的纯品和片剂。采用 Symmetry C18(4.6 x 150 mm,5 µm)色谱柱,以甲醇和水(45:55 % v/v)混合液为流动相,流速为 0.8 ml/min,检测波长为 260 nm。尼鲁他胺的保留时间分别为 2.379 ± 0.02 min。该方法在 24-120 mg/ml 的尼鲁他胺浓度范围内线性关系良好。方法的精密度低于 2.0 % RSD。该方法适用于散剂和药物制剂的质量控制。该方法的准确度、精密度、线性、稳健性、坚固性以及标准溶液的最低检测限和最低定量限均得到了验证。所开发的 RP-HPLC 方法准确、精确、线性、稳健,并成功地应用于一种药物片剂,用于定性估计散剂和上市药物剂型中的尼鲁他胺。
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引用次数: 0
AI-enhanced inventory and demand forecasting: Using AI to optimize inventory management and predict customer demand 人工智能增强型库存和需求预测:利用人工智能优化库存管理和预测客户需求
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2173
Praveen Kumar, Divya Choubey, Olamide Raimat Amosu, Yewande Mariam Ogunsuji
The advent of artificial intelligence (AI) has ushered in a new era of efficiency and accuracy across various industries, with inventory management and demand forecasting being at the forefront of these advancements. Traditional inventory management techniques, often reliant on historical data and simple statistical models, fall short in addressing the dynamic and complex nature of contemporary markets (Chopra & Meindl, 2016). AI, with its advanced algorithms and machine learning capabilities, offers a transformative approach to these critical business functions. This paper explores the integration of AI technologies in optimizing inventory management and predicting customer demand. AI-enhanced inventory management involves the application of various AI technologies such as machine learning, natural language processing (NLP), computer vision, and robotics process automation (RPA) (Ivanov et al., 2017). Machine learning algorithms analyze vast amounts of historical data to identify patterns and trends, enabling more accurate predictions and adjustments in inventory levels. NLP processes unstructured data from sources like social media and customer reviews to provide deeper insights into market trends and customer preferences (Cambria & White, 2014). Computer vision technologies assist in real-time monitoring of inventory levels and identifying discrepancies through visual data, while RPA automates repetitive tasks like order processing and inventory tracking, thereby reducing human error and increasing efficiency (Aguirre & Rodriguez, 2017). This paper highlights significant improvements in forecast accuracy and inventory turnover rates achieved through AI implementation and discusses future implications for supply chain management.
人工智能(AI)的出现为各行各业的效率和准确性开创了一个新时代,而库存管理和需求预测则是这些进步的前沿。传统的库存管理技术通常依赖于历史数据和简单的统计模型,在应对当代市场的动态性和复杂性方面存在不足(Chopra & Meindl, 2016)。人工智能凭借其先进的算法和机器学习能力,为这些关键业务功能提供了一种变革性方法。本文探讨了人工智能技术在优化库存管理和预测客户需求方面的整合。人工智能增强型库存管理涉及各种人工智能技术的应用,如机器学习、自然语言处理(NLP)、计算机视觉和机器人流程自动化(RPA)(Ivanov 等人,2017 年)。机器学习算法通过分析大量历史数据来识别模式和趋势,从而能够更准确地预测和调整库存水平。NLP 处理来自社交媒体和客户评论等来源的非结构化数据,从而更深入地洞察市场趋势和客户偏好(Cambria & White,2014 年)。计算机视觉技术有助于实时监控库存水平,并通过视觉数据识别差异,而 RPA 则能自动执行订单处理和库存跟踪等重复性任务,从而减少人为错误并提高效率(Aguirre & Rodriguez,2017 年)。本文重点介绍了通过实施人工智能在预测准确性和库存周转率方面取得的重大改进,并讨论了未来对供应链管理的影响。
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引用次数: 0
Sustainability and water quality management in Chaltia Beel: Addressing ecological and public health challenges Chaltia Beel 的可持续性和水质管理:应对生态和公共卫生挑战
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2076
Bhaskar Mahanayak
This study evaluates the water quality of Chaltia Beel, a significant wetland in Murshidabad, West Bengal, India. Chaltia Beel serves as a crucial habitat for a variety of aquatic species and supports local communities through its use in agriculture and fisheries. The primary objective of this research is to assess the microbiological and chemical characteristics of the beel's water to determine its suitability for ecological and human use. Water samples were collected from three different sites within the beel during the post-monsoon season of 2023. The parameters analyzed include pH, temperature, total dissolved solids (TDS), turbidity, dissolved oxygen (DO), nitrate (NO3), phosphate (PO4), ammoniacal nitrogen, total alkalinity, and total coliform bacteria. Standard methods prescribed by the American Public Health Association (APHA) and the Indian Standards Institution (ISI) were employed for the analyses. The results indicate that the pH values (7.74 to 7.77) are within the neutral range, which is favorable for most aquatic life. The temperature of the water (28.1°C to 28.2°C) is stable and conducive to the ecosystem. TDS levels (398 mg/l to 406 mg/l) are within acceptable limits, though continuous monitoring is recommended to detect any potential increases. Turbidity levels (1.1 NTU to 1.4 NTU) are low, indicating good water clarity. DO levels (6.3 mg/l to 6.6 mg/l) are adequate to support aerobic aquatic organisms. Nitrate levels were consistently below 0.5 mg/l, suggesting minimal agricultural runoff impact. However, phosphate levels (1.38 mg/l to 1.41 mg/l) are relatively high, indicating a risk of eutrophication. Ammoniacal nitrogen levels (0.56 mg/l to 0.61 mg/l) are within acceptable limits but need monitoring to prevent potential toxicity. Total alkalinity (277.4 mg/l to 285 mg/l) provides a good buffering capacity, maintaining pH stability. Microbiological analysis revealed significant contamination with total coliform bacteria ranging from 190 to 204 CFU/100ml, which highlights potential health risks if the water is used for drinking or recreational purposes. The study concludes that while some water quality parameters of Chaltia Beel are within acceptable limits, others require attention to prevent environmental and health issues. Regular monitoring, pollution control, public awareness, habitat restoration, and sustainable practices are recommended to improve and maintain the water quality of Chaltia Beel. These efforts are essential for preserving the ecological health of the wetland and ensuring its continued benefit to the local communities.
本研究评估了印度西孟加拉邦 Murshidabad 的重要湿地 Chaltia Beel 的水质。Chaltia Beel 是多种水生物种的重要栖息地,并通过农业和渔业为当地社区提供支持。这项研究的主要目的是评估海湾水的微生物和化学特征,以确定其是否适合生态和人类使用。在 2023 年季风后季节,从海湾内的三个不同地点采集了水样。分析的参数包括 pH 值、温度、溶解固体总量(TDS)、浊度、溶解氧(DO)、硝酸盐(NO3)、磷酸盐(PO4)、氨氮、总碱度和总大肠菌群。分析采用了美国公共卫生协会(APHA)和印度标准协会(ISI)规定的标准方法。结果表明,pH 值(7.74 至 7.77)在中性范围内,对大多数水生生物有利。水温(28.1°C 至 28.2°C)稳定,有利于生态系统。TDS 含量(398 毫克/升至 406 毫克/升)在可接受范围内,但建议进行持续监测,以发现任何潜在的增加。浊度水平(1.1 NTU 至 1.4 NTU)较低,表明水体透明度良好。溶解氧水平(6.3 毫克/升至 6.6 毫克/升)足以支持好氧水生生物。硝酸盐含量始终低于 0.5 毫克/升,表明农业径流的影响很小。不过,磷酸盐含量(1.38 毫克/升至 1.41 毫克/升)相对较高,表明存在富营养化的风险。氨氮含量(0.56 毫克/升至 0.61 毫克/升)在可接受范围内,但需要监测以防止潜在毒性。总碱度(277.4 毫克/升至 285 毫克/升)具有良好的缓冲能力,可保持 pH 值稳定。微生物分析表明,总大肠菌群污染严重,范围在 190 到 204 CFU/100ml 之间,如果水被用于饮用或娱乐目的,这就凸显了潜在的健康风险。研究得出的结论是,虽然 Chaltia Beel 的某些水质参数在可接受范围内,但仍需注意其他参数,以防止出现环境和健康问题。建议通过定期监测、污染控制、提高公众意识、生境恢复和可持续做法来改善和保持 Chaltia Beel 的水质。这些努力对于保护湿地的生态健康和确保其继续造福当地社区至关重要。
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引用次数: 0
Artificial intelligence and electrocardiography: A modern approach to heart rate monitoring 人工智能与心电图:心率监测的现代方法
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2162
Joseph Nnaemeka Chukwunweike, Samakinwa Michael, Martin Ifeanyi Mbamalu MNSE, Chinonso Emeh
The integration of Artificial Intelligence (AI) in Electrocardiography (ECG) and Photoplethysmography (PPG) signifies AI's profound influence on heart rate monitoring and analysis. ECG traditionally offers critical insights into cardiac health, necessitating expert interpretation. This study introduces an AI framework with Fast Fourier Transformation Analysis for swift, human-like interpretation of complex ECG signals. A multilayer AI Network accurately detects intricate features, enhancing ECG analysis precision. Leveraging comprehensive datasets, AI models proficiently identify heart dysfunctions like atrial fibrillation and hypertrophic cardiomyopathy, and can estimate age, sex, and race. The proliferation of mobile ECG technologies has spurred AI-based ECG phenotyping, impacting clinical and population health. This research explores AI's role in enhancing cardiac health assessment and clinical decision-making using MATLAB, acknowledging its transformative potential and inherent limitations.
人工智能(AI)与心电图(ECG)和血压计(PPG)的结合标志着人工智能对心率监测和分析的深远影响。传统上,心电图可提供有关心脏健康的重要信息,需要专家进行解读。本研究采用快速傅立叶变换分析的人工智能框架,对复杂的心电图信号进行类似人类的快速解读。多层人工智能网络可准确检测复杂的特征,提高心电图分析的精确度。利用综合数据集,人工智能模型能熟练识别心房颤动和肥厚型心肌病等心脏功能障碍,并能估计年龄、性别和种族。移动心电图技术的普及促进了基于人工智能的心电图表型分析,对临床和人口健康产生了影响。本研究利用 MATLAB 探索人工智能在增强心脏健康评估和临床决策方面的作用,同时承认其变革潜力和固有局限性。
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引用次数: 0
An assessment on the influence of planning strategy on service delivery in Meru High Court 评估规划战略对梅鲁高等法院提供服务的影响
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2032
Elijah Did Fayo, R. Obuba
Despite numerous reforms, the Judiciary of Kenya has seen a rise in complaints about its service delivery. Common issues include slow service, missing files, corruption, delayed rulings, and delayed orders. This increase in complaints is surprising given the efforts to improve the judiciary's service delivery. Consequently, it is important to examine the planning strategies within the Judiciary and how they impact service delivery. This area has rarely been studied, leading to a lack of understanding in the existing literature about the effects of planning on service delivery in Kenya's Judiciary. This study aimed to fill that gap by focusing on the Meru High Court. The study aimed to examine the impact of planning strategy on service delivery at the Meru High Court, with a target population of 86 respondents. The research was guided by Kotter’s Eight Step Change Model. A descriptive survey design was employed. Before collecting the main data, a pilot test with 9 respondents was conducted at the Chuka Law Courts to assess the questionnaire's reliability and validity. Data analysis involved descriptive statistics such as frequency distribution, percentages, mean, and SD, along with regression and correlation analyses. The findings showed that a plan is created prior to implementing any changes. Respondents confirmed that the information provided by the Judiciary regarding changes is both reliable and pertinent. The research is significant as it helps the Judiciary understand how planning strategies affect service delivery.
尽管肯尼亚司法机构进行了多次改革,但有关其服务提供的投诉却有增无减。常见的问题包括服务缓慢、卷宗丢失、腐败、延迟裁决和延迟下达命令。鉴于司法机构为改善服务所做的努力,投诉的增加令人惊讶。因此,研究司法机构内部的规划战略及其对提供服务的影响非常重要。这方面的研究很少,导致现有文献对规划对肯尼亚司法机构提供服务的影响缺乏了解。本研究以梅鲁高等法院为重点,旨在填补这一空白。研究旨在考察规划战略对梅鲁高等法院提供服务的影响,目标受访者为 86 人。研究以科特的八步变革模型为指导。采用了描述性调查设计。在收集主要数据之前,在丘卡法院对 9 名受访者进行了试点测试,以评估问卷的可靠性和有效性。数据分析包括描述性统计,如频率分布、百分比、平均值和 SD 值,以及回归和相关分析。调查结果显示,在实施任何变革之前,都会制定一项计划。受访者确认,司法机构提供的有关变革的信息既可靠又中肯。这项研究意义重大,因为它有助于司法机构了解规划战略如何影响服务的提供。
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引用次数: 0
Prevalence of bacterial isolates of post caesarean wounds from hospitals in Otukpo, Benue state, NigeriaC 尼日利亚贝努埃州奥图克波市医院剖腹产后伤口细菌分离流行率C
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2049
Evelyn Ajuma Okpe, Ebele Uchenna Umeh, Okwoli Amali
Sepsis after caesarean section (CS) is still a major problem in our hospitals. A large percentage of caesarean section wound infections arise from preventable causes which if addressed could significantly reduce rate of wound sepsis. The aim of this study was to identify the prevalence of bacterial pathogens associated with post caesarean wound infections and determine their relationship with some risk factors. A prospective descriptive study was conducted in randomly selected hospitals in Otukpo which included 278 women (mean age; 26.94) who underwent surgical procedure for delivery. Data were collected from patients following wound examination and compared in terms of surgical site infection and study variables (age, parity, type of CS, type of incision, duration of hospital stay and duration of Labour. Out of the 278 caesarean sections, 187(67.3%) were emergency procedures and 91 (32.7%) were elective procedures. Twenty three of the cases developed surgical site infections (SSI). Staphylococcus aureus (n=11; 47.83%) was the most commonly isolated organism followed by E. coli (n=5; 21.74). Caesarean section infection was found to be common in women who had emergency CS (p<0.0001), who had longer duration of Labour and hospital stay (p<0.0001) and had sub-umblical type of skin incision (p<0.0001). Development of infection following caesarean section is multifactorial and can be minimized or prevented if health care professionals develop and implement strict protocol for performing caesarean sections.
剖腹产(CS)后的败血症仍然是我们医院的一个主要问题。很大一部分剖腹产伤口感染是由可预防的原因引起的,如果解决了这些问题,就能大大降低伤口败血症的发生率。本研究旨在确定与剖腹产后伤口感染相关的细菌病原体的流行情况,并确定它们与一些风险因素的关系。这项前瞻性描述性研究在奥图克波随机选择的医院中进行,共有 278 名妇女(平均年龄 26.94 岁)接受了分娩手术。研究人员在检查伤口后收集了患者的数据,并就手术部位感染和研究变量(年龄、胎次、剖腹产类型、切口类型、住院时间和产程)进行了比较。在 278 例剖腹产手术中,187 例(67.3%)为急诊手术,91 例(32.7%)为择期手术。其中 23 例发生了手术部位感染(SSI)。金黄色葡萄球菌(11 个;47.83%)是最常见的分离菌,其次是大肠杆菌(5 个;21.74%)。剖腹产感染常见于急诊剖腹产(p<0.0001)、产程和住院时间较长(p<0.0001)以及皮肤切口为亚umblical类型(p<0.0001)的产妇。剖腹产术后感染的发生是多因素的,如果医护人员制定并执行严格的剖腹产术操作规程,就能最大限度地减少或预防感染的发生。
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引用次数: 0
Igbo apprenticeship system in the modern world: Challenges and prospects 现代世界中的伊格博学徒制度:挑战与前景
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2014
Chukwu Udoka, Ugochukwu Remigius, Njoku Marilyn
The study examined the challenges and prospects of Igbo apprenticeship system in the modern world: The specific objectives were to: determine the challenges of Igbo apprenticeship system in the modern world and examine the prospects of Igbo apprenticeship system in the modern world. The research design was descriptive survey method. Study Area was Enugu State. The sample size of 163 respondents were taken from population of 276 apprentices from different major markets – Kenyetha market (44), Ogbete market (41), Timber market Abakpa (53), Artisans markets (64) and Gariki market (74) Enugu Metropolis business clusters in Enugu state, Nigeria. Research questions of the study were answered using mean score and standard deviation. The hypotheses stated would be tested with chi-square and single regression analysis. The empirical result showed that there are significant challenges of Igbo apprenticeship system in the modern world (Chi-square: 33.62 > Critical-value: 0.000) and there are significant prospects of Igbo apprenticeship system in the modern world (Chi-square: 98.48 > Critical-value: 0.000). The study recommended that Nigerian government should formulate policy that enforce justice between apprentice master and his apprentice to control non-settlement of apprentice after several years of patience.
本研究探讨了伊格博学徒制在现代世界面临的挑战和前景:具体目标是:确定伊格博学徒制在现代世界中面临的挑战,研究伊格博学徒制在现代世界中的前景。研究设计采用描述性调查法。研究区域为埃努古州。从尼日利亚埃努古州不同主要市场的 276 名学徒中抽取了 163 名样本,这些市场包括 Kenyetha 市场(44 名)、Ogbete 市场(41 名)、木材市场 Abakpa(53 名)、工匠市场(64 名)和 Gariki 市场(74 名)。本研究的研究问题使用平均分和标准差来回答。假设将通过卡方和单一回归分析进行检验。实证结果表明,伊格博学徒制在现代社会面临重大挑战(卡氏方差:33.62 > 临界值:0.000),伊格博学徒制在现代社会具有重大前景(卡氏方差:98.48 > 临界值:0.000)。研究建议尼日利亚政府制定政策,在学徒师傅和学徒之间实行公正,以控制学徒在忍耐数年后仍无法安置的情况。
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引用次数: 0
The challenges of digitalizing human resources management in sudan at the ministry of higher education and scientific research 苏丹高等教育和科学研究部人力资源管理数字化面临的挑战
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2098
Eltom Ishaq Osman Musa, Hardi Warsono, Budi Puspo Priyadi
This research investigates the challenges encountered by the Ministry of Higher Education in Sudan as it digitalizes its human resources management processes. The study identifies significant obstacles, such as limited technological infrastructure, insufficient digital literacy among staff, and inadequate training programs. Adopting a quantitative descriptive approach, primary data was collected through a questionnaire distributed to the entire employee population, with 150 out of 201 respondents participating. Data analysis was conducted using SPSS 20.0 software, incorporating validity and reliability tests and content validation by a panel of 20 experts. The instrument's validity was confirmed using Cronbach's alpha-split-half method, with Aiken's V indicating that all items were valid (not less than 0.64 at a 0.05 significance level). The findings reveal a strong consensus among respondents regarding the challenges of digitalizing HRM within the Ministry. The study's comprehensive coverage, demonstrated by the sample size and the range of recorded values (15.00 to 75.00), highlights the diversity and extent of these challenges.
本研究调查了苏丹高等教育部在实现人力资源管理流程数字化过程中遇到的挑战。研究发现了一些重大障碍,如技术基础设施有限、员工数字素养不足以及培训计划不完善等。研究采用定量描述法,通过向全体员工发放调查问卷的方式收集原始数据,201 名受访者中有 150 人参与了问卷调查。数据分析使用 SPSS 20.0 软件进行,其中包括有效性和可靠性测试,以及由 20 位专家组成的小组进行的内容验证。采用 Cronbach's alpha 分半法确认了工具的有效性,Aiken's V 表明所有项目均有效(在 0.05 的显著性水平下不小于 0.64)。研究结果表明,受访者对该部人力资源管理数字化所面临的挑战达成了强烈共识。样本量和记录值范围(15.00 至 75.00)表明,本研究的覆盖面很广,突出了这些挑战的多样性和程度。
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引用次数: 0
Moderate of audit committee on components of the fraud hexagon theory and fraudulent financial statements 审计委员会对欺诈六边形理论的组成部分和欺诈性财务报表的适度关注
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2071
Ni Luh Santi Asih, Ni Ketut Rasmini, Anak Agung Gde Putu Widanaputra, Henny Triyana Hasibuan
This study aims to analyze the effect of each component of the fraud hexagon theory on fraudulent financial statements with the audit committee as a moderator. This research was conducted at banking sector companies listed on the IDX in 2019-2022, totaling 47 companies. The sampling method uses purposive sampling which results in 44 companies with 176 financial data used as samples. Data analysis was carried out on secondary data with SEM-PLS analysis techniques. The results of this study indicate that independent commissioners who hold concurrent positions, the ratio of total accruals to total assets (TATA) and ineffective monitoring have no effect on fraudulent financial statements. External pressure has a negative effect on fraudulent financial statements, while changes in directors and managerial ownership have a positive effect on fraudulent financial statements. The audit committee is able to moderate the effect of external pressure, change of directors, managerial ownership and ineffective monitoring on fraudulent financial statements. The audit committee is unable to moderate the effect of independent commissioners who hold concurrent positions, the ratio of total accruals to total assets (TATA) on fraudulent financial statements.
本研究旨在以审计委员会为调节因素,分析舞弊六边形理论各组成部分对舞弊财务报表的影响。本研究以2019-2022年在IDX上市的银行业公司为研究对象,共计47家公司。抽样方法采用目的性抽样,结果以 44 家公司的 176 项财务数据为样本。数据分析采用 SEM-PLS 分析技术对二手数据进行分析。研究结果表明,兼任职务的独立专员、应计项目总额与资产总额的比率(TATA)和无效监控对财务报表舞弊没有影响。外部压力对虚假财务报表有负面影响,而董事和经理所有权变更对虚假财务报表有正面影响。审计委员会能够缓和外部压力、董事变更、经理所有权和无效监督对虚假财务报表的影响。审计委员会无法减缓兼任职务的独立委员、应计项目总额与总资产之比(TATA)对虚假财务报表的影响。
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引用次数: 0
Evaluating financial risk management in corporation financial security systems 评估公司财务安全系统中的财务风险管理
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2206
Tanvir Rahman Akash, Jafrin Reza, MD Ashraful Alam
Systemic risks are relevant to most segments of financial and economic activity, which creates the threat of financial instability of enterprises. Financial security, in this case, implies the state of financial soundness; it is expressed through various parameters including the level of solvency, financial stability, business activity, and efficiency of management. These questions are specific to each indicator, and this paper aims to understand their relations and how changes in them can result in risks. It elaborates the risk analysis and assessment procedure that uses a set of common financial analysis tools and determines key financial coefficients. Liquidity ratios, solvency ratios, profitability ratios, and the risk exposure metrics are the key areas that the research is based on. Correlating the financial indicators from a rich dataset from Yahoo’s Stock market data, regression analysis is used to determine these relationships between these indicators and risk management factors. A positive relationship between liquidity ratios and profitability is detected points to the fact that, firms with high liquidity levels are more capable of attaining good financial health and returns. It establishes the need for the development of a credible risk management structure that would lower threats to fiscal and economic activities. In light of this, the research shows that the liquidity and solvency management lowers financial risk and improves return for companies. The regression analysis was conducted to ascertain the degree of predictability of each independent variable to the dependent variable and the findings revealed that approximately 94 percent of each independent variable is predictable of the dependent variable that able to establish as much as 5% of the total variability in profitability, with the PE ratios being an indication of this aspect, was attributed to stock prices, as a result, the firm must be keen on its financials. This paper explores the employability of the proposed methods and models to assess the risks with high accuracy and supports optimum decision making in regard with the needed security of the enterprises. By adopting these methodologies, the businesses can observe and estimate risks which exist in the future which would help them to avoid certain issues or dangers and also pave the way for the improvements of the financial stability of the businesses. On this note, the study establishes the fact that incorporating the notion of total risk management into the framework of analyzing business and making financial decisions is inevitable in maintaining corporate financial stability and realizing perpetual economic solidity. This research enriches the literature on financial risk management, as it outlines viable strategies for the protection of enterprise financial sustainability.
系统性风险与金融和经济活动的大部分环节相关,它对企业的财务不稳定构成威胁。在这种情况下,金融安全意味着金融稳健的状态;它通过各种参数表现出来,包括偿付能力水平、金融稳定性、业务活动和管理效率。这些问题是每个指标所特有的,本文旨在了解它们之间的关系,以及它们的变化如何导致风险。本文阐述了风险分析和评估程序,该程序使用一套常用的财务分析工具,并确定关键的财务系数。流动性比率、偿付能力比率、盈利能力比率和风险暴露指标是研究的主要领域。将雅虎股票市场数据中丰富的数据集中的财务指标关联起来,使用回归分析来确定这些指标与风险管理因素之间的关系。流动性比率与盈利能力之间的正相关关系表明,流动性水平高的公司更有能力获得良好的财务状况和回报。因此,有必要建立可靠的风险管理结构,以降低对财政和经济活动的威胁。有鉴于此,研究表明,流动性和偿付能力管理可降低财务风险,提高公司回报。为确定每个自变量对因变量的可预测程度,进行了回归分析,结果显示,每个自变量中约有 94% 可预测因变量,能够确定多达 5%的盈利能力总变异性,市盈率是这方面的一个指标,归因于股票价格,因此,公司必须热衷于其财务状况。本文探讨了所建议的方法和模型在高精度评估风险方面的可用性,并为企业所需的安全方面的最佳决策提供支持。通过采用这些方法,企业可以观察和估计未来存在的风险,这将有助于他们避免某些问题或危险,同时也为提高企业的财务稳定性铺平道路。因此,本研究认为,将全面风险管理的概念纳入业务分析和财务决策的框架中,是保持企业财务稳定和实现经济永久稳固的必然选择。这项研究丰富了有关财务风险管理的文献,因为它概述了保护企业财务可持续性的可行战略。
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World Journal of Advanced Research and Reviews
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