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Monthly Sales Forecast of Cigarettes under the Background of Business and Finance Integration 商业与金融融合背景下的香烟月度销售预测
Pub Date : 2024-08-08 DOI: 10.22158/jepf.v10n3p95
Jianbo Xue, Huahua Wu, Xiaoxia Shen
Developing accurate and effective sales plans is of great value to every enterprise. This article takes the cigarette marketing line in L region as the research object, and develops a monthly sales model that matches the actual situation and has guiding value. The monthly sales forecast is constrained by annual sales and experience, resulting in two main problems: low planning accuracy and large fluctuations in actual monthly sales, making modeling difficult. Through research, it has been found that the fluctuations between different years and the same month are relatively small compared to the annual fluctuations. Therefore, it has been decided to adopt three types of exponential smoothing models: simple equilibrium, Hote linearity, and Brownian trend to predict monthly sales. By comparing three models, the Hote linear model predicts results more accurately.
制定准确有效的销售计划对每个企业来说都具有重要价值。本文以 L 地区卷烟营销一线为研究对象,建立了符合实际情况、具有指导价值的月度销售模型。月度销售预测受年度销量和经验的制约,主要存在两个问题:一是计划准确率低,二是月度实际销量波动大,建模难度大。通过研究发现,与年度波动相比,不同年度和同一月份之间的波动相对较小。因此,决定采用三种指数平滑模型:简单平衡模型、霍特线性模型和布朗趋势模型来预测月度销售额。通过比较三种模型,霍特线性模型的预测结果更为准确。
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引用次数: 0
Research on Intelligent Control and Optimization Methods in Power Systems 电力系统中的智能控制和优化方法研究
Pub Date : 2024-06-14 DOI: 10.22158/jepf.v10n2p153
Mingxin Xiao
As the scale and complexity of power systems continue to expand, traditional control and optimization methods are increasingly unable to meet the needs of modern power systems. Intelligent control and optimization methods, by introducing advanced artificial intelligence technologies, can better address complex issues within power systems. This paper explores the application of intelligent control and optimization methods in power systems, analyzing their basic principles, implementation methods, and practical application cases. The research aims to improve the operational efficiency and stability of power systems, providing theoretical support for the modern management of power systems.
随着电力系统规模和复杂性的不断扩大,传统的控制和优化方法越来越无法满足现代电力系统的需求。智能控制和优化方法通过引入先进的人工智能技术,可以更好地解决电力系统中的复杂问题。本文探讨了智能控制和优化方法在电力系统中的应用,分析了其基本原理、实现方法和实际应用案例。研究旨在提高电力系统的运行效率和稳定性,为电力系统的现代化管理提供理论支持。
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引用次数: 0
The U.S. Household Liquid Non-Disinfectant Cleaner Market: A Competitive Profile 美国家用液体非消毒清洁剂市场:竞争概况
Pub Date : 2024-06-11 DOI: 10.22158/jepf.v10n3p1
Y. Datta
This is the nineteenth paper—and twentieth study--that follows the footsteps of nineteen studies that have tried to analyze the competitive profiles of U.S. consumer markets: Men’s Shaving Cream, Beer, Shampoo, Shredded/Grated Cheese, Refrigerated Orange Juice, Men’s Razor-Blades, Women’s Razor-Blades, Toothpaste, Canned Soup, Coffee, Potato Chips, Alkaline AA Battery, Facial Tissue, Toilet Paper, Paper Towel, Disposable Diapers, Sanitary Pads, Automatic-Dishwasher Detergent, and Hand-Dishwashing Detergent. Michael Porter associates high market share with cost leadership strategy, which is based on the idea of competing on a price that is lower than that of the competition.However, customer-perceived quality—not low cost—should be the underpinning of competitive strategy, because it is far more vital to long-term competitive position and profitability than any other factor. So, a superior alternative is to offer better quality vs. the competition.In most consumer markets, a business seeking market share leadership should try to serve the middle class by competing in the mid-price segment; and offering quality better than that of the competition: at a price somewhat higher to signify an image of quality, and to ensure that the strategy is both profitable and sustainable in the long run. The middle class is the socio-economic segment that represents about 40% of households in America.Quality, however, is a complex concept, consumers generally find difficult to understand. So, they often use relative price, and a brand’s reputation, as a symbol of quality.The U.S. Household Liquid Non-Disinfectant Cleaner market had retail sales of $381 million in 2008. It was by far the largest segment of the eleven-segment Household Cleaners market, which had 2008 retail sales of $1,747 million. We have focused our attention on the 24-40 Oz size because it was the most popular, constituting 46% sales of the former market.The Household Liquid Non-Disinfectant Cleaner market was highly competitive, with no dominant player. In 2008 it had 24 brands each with sales over $ 1 million.Using Hierarchical Cluster Analysis, we tested two hypotheses: (I) That the market leader is likely to compete in the mid-price segment, and that (II) Its unit price is likely to be higher than that of the nearest competition.For 2008--and 2007--the data supported both Hypothesis I and II, because the market leader, Formula 409, was a member of the mid-price segment, and its unit price was higher that of the runner-up, Fantastic, also a member of the same segment. We found that relative price was a strategic variable, as we have hypothesized.We also discovered four strategic groups in this market.A pattern is emerging in price-quality segmentation analysis. In thirteen studies—that exclude Men’s Razor-Blades, Women’s Razor-Blades, Coffee, Toilet Paper, Paper Towels, Disposable Diapers, and Sanitary Pads—the market leader was found to be a member of the mid-price segment, as we have hypothes
这是继试图分析美国消费市场竞争性概况的 19 项研究之后的第 19 篇论文,也是第 20 项研究:这些市场包括:男士剃须膏、啤酒、洗发水、切丝/粒状奶酪、冷藏橙汁、男士剃须刀片、女士剃须刀片、牙膏、罐装汤、咖啡、薯片、碱性 AA 电池、面巾纸、卫生纸、纸巾、一次性尿布、卫生护垫、自动洗碗机洗涤剂和手洗洗涤剂。迈克尔-波特将高市场占有率与成本领先战略联系在一起,成本领先战略的基础是以低于竞争对手的价格进行竞争。然而,竞争战略的基础应该是客户感知的质量,而不是低成本,因为质量对于长期竞争地位和盈利能力的重要性远远超过其他任何因素。因此,与竞争对手相比,提供更好的质量才是更优越的选择。在大多数消费市场,寻求市场份额领先地位的企业应努力服务于中产阶级,在中等价格段竞争;提供比竞争对手更好的质量:价格略高,以体现质量形象,并确保该战略既有利可图,又可长期持续。然而,质量是一个复杂的概念,消费者一般很难理解。因此,他们通常将相对价格和品牌声誉作为质量的象征。2008 年,美国家用液体非消毒清洁剂市场的零售额为 3.81 亿美元。2008 年,美国家用液体非消毒清洁剂市场的零售额为 3.81 亿美元,是家用清洁剂十一个细分市场中最大的细分市场,该细分市场 2008 年的零售额为 17.47 亿美元。我们重点关注 24-40 盎司规格的产品,因为它最受欢迎,占原市场销售额的 46%。家用液体非消毒清洁剂市场竞争激烈,没有占主导地位的企业。2008 年,该市场有 24 个品牌,每个品牌的销售额都在 100 万美元以上。我们使用层次聚类分析法测试了两个假设:(I)市场领导者可能在中等价格细分市场中竞争;(II)其单价可能高于最接近的竞争对手。2008 年和 2007 年的数据支持假设 I 和 II,因为市场领导者 409 号配方属于中等价格细分市场,其单价高于亚军 Fantastic,后者也属于同一细分市场。我们发现,正如我们所假设的那样,相对价格是一个战略变量。我们还在这个市场上发现了四个战略集团。在 13 项研究中(不包括男士剃须刀片、女士剃须刀片、咖啡、卫生纸、纸巾、一次性尿布和卫生巾),我们发现市场领导者是中等价格细分市场的成员,正如我们所假设的那样。
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引用次数: 0
Research on the Application of Blockchain in SMEs Credit Risk 区块链在中小企业信用风险中的应用研究
Pub Date : 2024-01-17 DOI: 10.22158/jepf.v10n1p96
Yi-min Zheng, Feng Xu, Yi-min Zhang, Jie Wang
The credit of an enterprise is related to its own development. This paper mainly discusses the relationship between the credit risk of small and medium enterprises (SMEs) and the application degree of blockchain. 64 listed companies with block chain technology as the core theme are selected to analyze their comprehensive financial data. Factor analysis is used to quantitatively evaluate the application degree of blockchain in SMEs, and then the Logistic model is used to evaluate the credit risk of SMEs. Finally, combining the application degree of blockchain in small and medium-sized enterprises and the credit risk assessment of these two groups of data. It confirms the conclusion that the higher the degree of blockchain application, the closer the supply chain finance relationship, and the better the credit status.
企业的信用关系到企业自身的发展。本文主要探讨中小企业信用风险与区块链应用程度的关系。选取 64 家以区块链技术为核心主题的上市公司,分析其综合财务数据。采用因子分析法对区块链在中小企业中的应用程度进行定量评价,然后采用 Logistic 模型对中小企业的信用风险进行评价。最后,结合区块链在中小企业中的应用程度和信用风险评估这两组数据。证实了区块链应用程度越高,供应链金融关系越紧密,信用状况越好的结论。
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引用次数: 0
Study on Urban-Rural Income Inequality in China—Based on VAR Model 基于 VAR 模型的中国城乡收入不平等研究
Pub Date : 2024-01-12 DOI: 10.22158/jepf.v10n1p67
Weiji Lu
Wealth disparity is a complex issue that has plagued the world for many years. China’s economic development has achieved world-renowned results during the last 40 years. Over that time, the country has risen from extreme poverty to the world’s second-largest economy. Nevertheless, the significant wealth inequality accompanying it has also caused great concern. At the start of China’s reform and opening-up period, government officials tacitly approved of this uneven development and made plans to “drive the rich first to the rich later” in pursuit of economic development. Economic development aims to achieve shared prosperity, not to deprive the relatively poor of wealth. As a result, wealth disparity in China must be addressed. Based on the Kuznets hypothesis, the theory of urban-rural dual structure, and the current situation in China, this paper has evaluated the current wealth gap in China. Since 1978, Chinese households’ wealth accumulation has come from the income gap. Private property was not allowed to exist during China’s planned economy period (1949-1977). After the reform and opening up period (After 1978), income disparities between various industrial sectors led to an initial round of wealth accumulation for many Chinese citizens. The industrialisation process and urbanisation rate significantly impacted China’s economic modernisation and growth. Therefore, this paper has analysed the effects of several factors on income disparity in China. The examined factors were; economic development, the urbanisation rate, and the industrialisation process. Based on the theoretical analysis, this paper selected time series data from 1978 to 2021, including; per capita GDP, the per capita disposable income of urban and rural residents, the urban population to total population ratio, and industry contribution to the GDP. First, an analysis of the impact of economic development on income inequality was conducted using a static model. Then, a VAR model was built through ADF and PP testing, and an impulse response and variance analysis were conducted to explain the impact of various factors on the change rate of income inequality. The study results indicated that (1) Economic development has resulted in a significant increase in the income of urban and rural residents. However, urban residents have benefited more. Simultaneously, the income gap between urban and rural areas has grown significantly alongside economic expansion. (2) Urbanisation showed little effect on the income gap in the short term; however, it increased it in the long term. (3) Industrialisation reduced the short- and long-term income gap while increasing urbanisation.
贫富差距是困扰世界多年的复杂问题。过去 40 年,中国的经济发展取得了举世瞩目的成就。在此期间,中国从极端贫困跃升为世界第二大经济体。然而,与之相伴的严重贫富不均也引起了人们的高度关注。在中国改革开放之初,政府官员默许了这种不均衡的发展,并制定了 "先富带动后富 "的经济发展计划。经济发展的目的是实现共同富裕,而不是剥夺相对贫困者的财富。因此,必须解决中国的贫富差距问题。基于库兹涅茨假说、城乡二元结构理论和中国现状,本文对中国当前的贫富差距进行了评估。1978 年以来,中国家庭的财富积累来自于收入差距。在中国计划经济时期(1949-1977 年),私有财产是不允许存在的。改革开放后(1978 年以后),各产业部门之间的收入差距导致许多中国公民开始了第一轮财富积累。工业化进程和城市化率极大地影响了中国的经济现代化和经济增长。因此,本文分析了几个因素对中国收入差距的影响。所研究的因素包括:经济发展、城市化率和工业化进程。在理论分析的基础上,本文选取了 1978 年至 2021 年的时间序列数据,包括人均 GDP、城乡居民人均可支配收入、城镇人口与总人口之比、工业对 GDP 的贡献等。首先,利用静态模型分析了经济发展对收入不平等的影响。然后,通过 ADF 检验和 PP 检验建立 VAR 模型,并进行脉冲响应和方差分析,解释各种因素对收入不平等变化率的影响。研究结果表明:(1)经济发展使城乡居民收入显著增加。然而,城镇居民受益更多。同时,随着经济的发展,城乡收入差距显著扩大。(2) 城市化在短期内对收入差距影响不大,但在长期内扩大了收入差距。(3) 工业化缩小了短期和长期的收入差距,同时提高了城市化水平。
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引用次数: 0
Research on the Risk of Local Government Special Debt Based on KMV Model: Taking A Province as an Example 基于 KMV 模型的地方政府专项债务风险研究:以某省为例
Pub Date : 2024-01-11 DOI: 10.22158/jepf.v10n1p52
Rui Qiao, Bin Tang
Since 2015, the issuance of special bonds by local governments has experienced rapid growth. Special bonds have played a constructive role in stimulating fixed asset investment and infrastructure development, emerging as a pivotal financing mechanism for local governments. This study takes A province as a case study, compiling data on its bond issuance and employing the KMV model to calculate the anticipated default probability and overall default risk of A province's special bonds during 2023-2025. Furthermore, a comparative analysis is conducted with neighboring provinces such as C and B. The findings indicate that A province's government debt risk is generally manageable; however, there exists some level of default risk associated with special bonds. It should be noted that when considering refinancing bond issuance, the repayment of principal and interest on local government special bonds heavily relies on these refinancing instruments, temporarily reducing but not eliminating default risk. Finally, based on empirical analysis results, several policy recommendations are proposed to address the risks posed by local government debt.
2015 年以来,地方政府专项债券发行量快速增长。专项债券在拉动固定资产投资和基础设施建设方面发挥了建设性作用,成为地方政府举足轻重的融资机制。本研究以 A 省为案例,整理其债券发行数据,运用 KMV 模型计算 A 省 2023-2025 年专项债券的预期违约概率和整体违约风险。研究结果表明,A 省政府债务风险总体可控,但专项债券存在一定程度的违约风险。需要注意的是,在考虑发行再融资债券时,地方政府专项债券的本息偿还在很大程度上依赖于这些再融资工具,暂时降低但不能消除违约风险。最后,根据实证分析结果,提出了应对地方政府债务风险的若干政策建议。
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引用次数: 0
The Effects of Logos’ Frames on Consumers’ Psychological Perceptions and Brand Attitudes 标志框架对消费者心理认知和品牌态度的影响
Pub Date : 2024-01-08 DOI: 10.22158/jepf.v10n1p40
Minting Zhao, Dan Chen, Yiwei Wei, Fo Yang, Yongqiang Zhang
This study examined the effects of the brand logo’s frames (complete vs. incomplete) on consumers’ perceptions and attitudes. There were 452 participants in two studies online. The results show that the brand logos with complete (vs. incomplete) frames have higher safety (in Study 1). Moreover, the logos’ frames of complete (vs. incomplete) brands will generate the positive brand attitudes through increasing the consumers’ psychological perception of safety. For products with high safety attributes, consumers will have a higher evaluation of the brand logos with the complete frames, but there is no effect for products with less important safety attributes (in Study 2). This paper provides some guidance for the research of consumers’ psychological perceptions, and also broadens the scope of application of the conceptual metaphor.
本研究探讨了品牌徽标的框架(完整与不完整)对消费者认知和态度的影响。共有 452 人参与了两项在线研究。结果表明,框架完整(与不完整)的品牌标识具有更高的安全性(研究 1)。此外,框架完整(与不完整)的品牌标识会通过提高消费者的安全心理感知而产生积极的品牌态度。对于安全属性较高的产品,消费者会对框架完整的品牌标识有更高的评价,但对于安全属性不那么重要的产品则没有影响(研究 2)。本文为消费者心理感知的研究提供了一些指导,同时也拓宽了概念隐喻的应用范围。
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引用次数: 0
期刊
Journal of Economics and Public Finance
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