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Impact of Big Data on Innovation, Competitive Advantage, Productivity, and Decision Making: Literature Review 大数据对创新、竞争优势、生产力和决策的影响:文献综述
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92032
Nadeem U. Shahid, N. Sheikh
Advances in the field of technology enabled individuals and businesses to collect large amounts of data (structured and unstructured) from various sources like never before. Data from social media, user-generated, internet, health care, manufacturing, supply chain, financial institution, and sensors have grown exponentially. This paper’s objective is to review how big data drive and impact innovation, competitive advantage, productivity, and decision support. Methodology: A comprehensive literature review on big data and identifying the impact of big data analytics on innovation, competitive advantage, productivity, and decision support are studied. The reviewed literature created the foundation for studying, a model that was developed based on an extensive review of literature as well as case studies and future forecast by market leaders. Big data is the latest buzzword among businesses. A new model is suggested identifying big data and the correlation between innovation, competitive advantage, productivity, and decision support. Findings: A review of scholarly literature and existing case studies finds that there is a gap between existing frameworks and the integration of big data into various business and management functions and objectives. The findings are interesting that literature is rich with concepts and frameworks for achieving the end goal for business or management function along with framework but very little is available in the literature on the question of how to integrate big data analytics into those frameworks. This paper finds that a key question is missing i.e., what are the essential steps that businesses should perform to implement and integrate big data analytics into existing frameworks to fully exploit the big data potential. Research Limitations/Implications: The research was limited to a review of selective literature focused on in-depth understanding of big data. Additionally, it focuses on how big data leads to innovation, competitive advantage, productivity, and decision support. Although there are many other related fields of studies where big data impact can be studied but is not part of this study effort. Future studies can lead to more in-depth studies of other related areas of studies. Practical Implications: The review of the literature suggested that “Big Data” is playing an important role in innovations, creating competitive advantage, enhancing productivity, and assisting in data-driven decisions. Businesses are taking advantage of the customer insights that are innovating products and services which are very customer-centric, keeping the competition on the run, improving productivity at all levels, and making educated decisions every day. The future will be driven by smarter big data solutions and insights. Originality/Value: The study provides evidence that big data is the catalyst for innovation, creates competitive advantage, enhances productivity, and assists in decis
技术领域的进步使个人和企业能够以前所未有的方式从各种来源收集大量数据(结构化和非结构化)。来自社交媒体、用户生成、互联网、医疗保健、制造业、供应链、金融机构和传感器的数据呈指数级增长。本文的目的是回顾大数据如何驱动和影响创新、竞争优势、生产力和决策支持。方法:对大数据进行全面的文献回顾,并确定大数据分析对创新、竞争优势、生产力和决策支持的影响。所回顾的文献为研究奠定了基础,这是一个基于广泛的文献回顾、案例研究和市场领导者对未来的预测而发展起来的模型。大数据是商业领域的最新流行语。提出了一种新的模型来识别大数据以及创新、竞争优势、生产力和决策支持之间的关系。研究发现:对学术文献和现有案例研究的回顾发现,现有框架与将大数据整合到各种业务和管理职能和目标之间存在差距。有趣的是,文献中有丰富的概念和框架,用于实现业务或管理功能的最终目标,但关于如何将大数据分析集成到这些框架中的问题的文献很少。本文发现缺少一个关键问题,即企业应该执行哪些基本步骤来实施大数据分析并将其集成到现有框架中,以充分利用大数据潜力。研究局限/启示:本研究仅限于对选择性文献的回顾,重点关注对大数据的深入理解。此外,它还关注大数据如何带来创新、竞争优势、生产力和决策支持。虽然有许多其他相关的研究领域可以研究大数据的影响,但不是本研究的一部分。未来的研究可以导致其他相关研究领域的更深入的研究。实践意义:对文献的回顾表明,“大数据”在创新、创造竞争优势、提高生产力和协助数据驱动决策方面发挥着重要作用。企业正在利用客户洞察力来创新以客户为中心的产品和服务,保持竞争,提高各个层面的生产力,每天都做出明智的决策。未来将由更智能的大数据解决方案和见解驱动。原创性/价值:该研究提供的证据表明,大数据是创新的催化剂,创造竞争优势,提高生产力,并协助决策。方法是回顾学术文献和案例研究。它支持开发新模型、实现框架以获得更好的洞察力和模式的需求。大数据的实施方法、框架和治理在实证研究中一直被忽视。
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引用次数: 3
The Effects of Effective Communication on Organizational Performance Based on the Systems Theory 基于系统理论的有效沟通对组织绩效的影响
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92034
M. Musheke, J. Phiri
Communication is a very crucial and significant element in an organization, and it is necessary for creating collaboration within the work environment that has effects on organizational performance and decision making. This study on effects of effective communications on organizational performance using the systems theory is thus essential. The objectives of this study were to firstly identify the factors affecting effective communication based on the systems theory and secondly to devise a communication model that addresses these factors to improve organisational performance. A quantitative approach was used to describe and analyse data collected for the study from 88 respondents. A questionnaire was used to identify factors affecting effective communication based on systems theory. Descriptive analysis and Pearson’s correlation were used to analyse the results. The results for H1 showed a Pearson correlation coefficient of 0.642 which is statistically insignificant if the (sig. 2-tailed) there was no statistically significant relationship between management and channel of communication used. However, the results from H2 indicated that there was a relationship between channel of communication used and effective communication with a Pearson correlation coefficient of 0.041 at (sig. 2-tailed) 3 showed that effective communication has a positive effect on organizational performance at (sig. 2-tailed)
沟通是一个组织中非常关键和重要的因素,它是在影响组织绩效和决策制定的工作环境中创造协作的必要条件。因此,运用系统理论研究有效沟通对组织绩效的影响是必要的。本研究的目的是首先根据系统理论确定影响有效沟通的因素,其次设计一个沟通模型来解决这些因素,以提高组织绩效。定量方法用于描述和分析从88名受访者收集的研究数据。以系统理论为基础,采用问卷调查的方法识别影响有效沟通的因素。采用描述性分析和Pearson相关分析法对结果进行分析。H1的结果显示Pearson相关系数为0.642,如果(sig. 2-tailed)管理和使用的沟通渠道之间没有统计学上显著的关系,则统计学上不显著。然而,H2的结果表明,沟通渠道的使用与有效沟通之间存在关系,Pearson相关系数为0.041 (sig. 2-tailed)。3表明,有效沟通对组织绩效有积极影响(sig. 2-tailed)。
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引用次数: 15
Banking Strategies and Customer Loyalty Case of Tunisian Banks 突尼斯银行战略与客户忠诚度案例
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92047
Chiraz Rouissi
In recent years, the marketing of services, long in search of academic legitimacy, has found a clear recognition of its specificities. Banking marketing, a component of the services sector, is getting a promising boost from this development. The present research is proposed to study the development of the activity of banking strategies and customer loyalty introduced in banks to enable them to optimize the quality of communication and satisfaction while generating more profits and trust.
近年来,长期寻求学术合法性的服务营销,已经对其特殊性有了清晰的认识。银行业营销作为服务业的一个组成部分,正从这一发展中得到有希望的推动。本研究旨在研究银行引入的银行策略和客户忠诚度活动的发展,使银行能够优化沟通质量和满意度,同时产生更多的利润和信任。
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引用次数: 0
Cultivation of Intercultural Communication Competence for Business English Majors 商务英语专业学生跨文化交际能力的培养
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92039
Feipeng Li, Dong Lei
With economic globalization speeding up, China has increasingly frequent interaction with the world economy. A multitude of versatile talents are in urgent need who not only have good grasp of linguistic and business knowledge but also are competent in intercultural communication. Students of business English are significant resource of international business talents. This thesis discusses the principles of cultivating students’ intercultural communication competence from the perspective of systematicness, practicality and comparison. Then the strategies and approaches on how to realize the improvement of the ICC of business English majors in universities and colleges are explored from five aspects including teaching syllabus, teachers’ development, teaching materials, teaching modes and evaluation system. In the final part of the thesis, the author analyzes the limitation of the study and considers researching plan for further study to acquire more findings.
随着经济全球化进程的加快,中国与世界经济的互动日益频繁。我们急需一大批既掌握良好的语言和商业知识,又能进行跨文化交际的复合型人才。商务英语专业学生是培养国际商务人才的重要资源。本文从系统性、实践性和比较性的角度探讨了培养学生跨文化交际能力的原则。然后从教学大纲、教师发展、教材、教学模式和评价体系五个方面探讨了高校商务英语专业国际商务英语能力提升的策略和途径。在论文的最后部分,作者分析了研究的局限性,并考虑了进一步研究的研究计划,以获得更多的发现。
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引用次数: 2
Measuring the Entrepreneurship Characteristics and Its Impact on Entrepreneurial Intentions 创业特征的测度及其对创业意向的影响
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92035
K. Omar
Scientific progress, technology and industrial development in addition to globalization have allowed for the flow of a large amount of market information (capital information, investment information, labor, goods and services information etc.), which has resulted in intense competition increasing day by day because of the rapid technological developments, communication technology, electronic commerce and economic blocs. This has led to the industrial development of goods and services at an accelerated pace, and the development of business organizations under the pressure of intense competition and they must search for sophisticated strategies to stay in the market and the performance of economic and social tasks entrusted to it, and be able to compete and then expand in the markets locally and internationally. Entrepreneurship is one of the main topics in the economies of both developed and developing countries. Effective entrepreneurship contributes to economic development and the information era has led to dramatic changes in the work environment. Participation and technology have resulted in a faster pace the competition between local and international institutions, which works in an innovative way to disseminate information to produce products and provide new services to customers. The information era is also an incentive to restore successful traditional work patterns. As a result, innovation has become the main factor in separating leading institutions at all local, regional, and international levels. This paper aimed at measuring the characteristics of Entrepreneurship among postgraduate students from different universities in the Kingdom of Bahrain and its impact on entrepreneurship characteristics. A conceptual framework has been presented for a better understanding of the entrepreneurship characteristics topic which formed the basis for the topic under study. Using a quantitative method, 1000 questionnaires were distributed to target respondents comprising of international and local graduate students studying/graduated from different universities in the Kingdom of Bahrain. The responses collected were 930 completed questionnaires representing a 93% percent response rate. The data were analyzed using Smart PLS version 3. The findings indicate that entrepreneurship characteristics of the post-graduate students are a valid construct in predicting entrepreneurial intentions.
科学的进步、技术的进步和产业的发展,加上全球化的发展,使得大量的市场信息(资本信息、投资信息、劳动力信息、商品信息和服务信息等)得以流动,由于技术的快速发展、通信技术、电子商务和经济集团的发展,竞争日趋激烈。这导致了商品和服务的工业发展速度加快,商业组织在激烈竞争的压力下发展,他们必须寻找复杂的战略,以留在市场和履行委托给它的经济和社会任务,并能够竞争,然后在本地和国际市场上扩张。企业家精神是发达国家和发展中国家经济的主要议题之一。有效的企业家精神有助于经济发展,信息时代导致了工作环境的巨大变化。参与和技术使本地机构与国际机构之间的竞争速度加快,这些机构以创新的方式传播信息,生产产品并向客户提供新服务。信息时代也是恢复成功的传统工作模式的动力。因此,创新已成为地方、区域和国际各级领先院校的主要区分因素。本文旨在测量巴林王国不同大学研究生的创业特征及其对创业特征的影响。提出了一个概念性框架,以便更好地理解企业家精神特征主题,这一主题构成了所研究主题的基础。使用定量方法,向目标答复者分发了1000份问卷,这些答复者包括在巴林王国不同大学就读/毕业的国际和本地研究生。收集到的回复是930份已完成的问卷,回复率为93%。使用Smart PLS版本3对数据进行分析。研究结果表明,研究生创业特征是预测创业意向的有效构念。
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引用次数: 2
Analysis of Integrated Report Adoption for Natura Cosmeticos 天然化妆品的综合报告采用分析
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92026
Jiayang Cheng
Nowadays, firms pay much more attention to their corporate social responsibilities (CSR) in order to gain good reputations for them and get benefits such as reducing financial constraints from outside parties. Considerations of CSR indicate that these companies do not only focus on improving profits but also take into considerations of non-financial information in their daily operating process. Thus, many firms have shifted their profit-oriented strategies to sustainable development strategies. However, annual reports cannot show the effects of these sustainable strategies’ adoption, therefore integrated report, which is long-term oriented and focuses on the impacts of a company’s activities on the capitals and on the interrelations generated by such actions, is needed to substitute the original annual report for these firms. This paper mainly conducts research through qualitative methods and literature reviews, aiming at demonstrating the rationalities and effects of integrated report adoption for Natura Cosmeticos based on its current sustainable strategy, which is called “The Triple Bottom Line”.
如今,企业越来越重视企业社会责任(CSR),以获得良好的声誉,并获得诸如减少外部财务约束等利益。对企业社会责任的考虑表明这些公司在日常经营过程中不仅关注利润的提高,还会考虑非财务信息。因此,许多企业已从以利润为导向的战略转向可持续发展战略。然而,年度报告不能显示这些可持续战略的采用的效果,因此需要综合报告,这是长期导向的,侧重于一个公司的活动对资本的影响和这些行动产生的相互关系,需要替代原来的年度报告这些公司。本文主要通过定性方法和文献综述的方法进行研究,旨在根据Natura cosmetics目前的“三重底线”(the Triple Bottom Line)可持续发展战略,论证采用综合报告的合理性和效果。
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引用次数: 0
Explain the Determinants of Credit Spreads in the US 解释美国信贷息差的决定因素
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92041
Wenqi Zhang
This paper focuses on how economic variables affect Baa corporate bond spreads in the US from January 1990 to December 2018. Credit spreads in this paper are defined as the Baa corporate bond yield minus the Aaa corporate bond yield, and are explained by four variables which are interest rates, the slope of yield curve, the stock market volatility and the economic environment. Cointegration analysis and VAR model are used in this paper to estimate the effects of the determinants of the credit spreads in the long-run and in the short-run respectively. The impacts of the industrial production index and the slope of yield curve on the Baa credit spread are negative, and the impacts of 10 year Treasury bond rate and the stock market volatility on the credit spreads are positive in the long run. In the short-run dynamic relationship, the impact of the industrial production index and the 10 years Treasury bond interest rate are negative for the credit spreads, and the slope of yield curve and stock market volatility are positive for the Baa credit spreads.
本文主要研究1990年1月至2018年12月期间经济变量对美国Baa级公司债券利差的影响。本文将信用利差定义为Baa级公司债券收益率减去Aaa级公司债券收益率,并由利率、收益率曲线斜率、股市波动率和经济环境四个变量来解释。本文采用协整分析和VAR模型分别对信用利差的决定因素在长期和短期内的影响进行了估计。工业生产指数和收益率曲线斜率对Baa信用利差的影响为负,10年期国债利率和股市波动对信用利差的长期影响为正。在短期动态关系中,工业生产指数和10年期国债利率对信用利差的影响为负,收益率曲线斜率和股市波动率对Baa信用利差的影响为正。
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引用次数: 0
An Empirical Study of Bilateral Trade in Egypt: Gravity Model Approach (2000-2018) 埃及双边贸易的实证研究:引力模型方法(2000-2018)
Pub Date : 2021-02-22 DOI: 10.4236/OJBM.2021.92049
Fatma Sohail, Weiqiang Wang, Xiao-Xin He
The foreign trade market is one of the most effective engines of economic growth in Egypt. Given its importance to the Egyptian economy, the factors influencing export flows between Egypt to its main trading partners need to be studied. The gravity model and panel data method is an essential and common approach for analyzing bilateral trade flows. It has proved to be a valuable method for analyzing a country’s trade potential and bilateral trade. This study applied the gravity model with geographical and financial variables. Moreover, it offers a new empirical perspective to indicate that these variables have analytical power to explain several factors that influence the cross-country trade flows; this research explores the relationship of Egyptian exports to 36 global trading partners across annual data covering a period from 2000 to 2018. In its random effect model of the panel data, the gravity model results showed that the main factors influencing the Egyptian bilateral trade are Egypt’s gross domestic product, importer’s gross domestic product, the border factor, and the distance between Egypt to the main trading partners. Some variables have a positive coefficient, like population, trade openness rate, and regional trade agreements, but they are insignificant for the Egyptian bilateral trade. The language factor is negative and insignificant to Egypt’s trade. These findings will enable Egypt’s government, policymakers, and traders to make suitable decisions to develop the influential role of Egypt’s international trade.
外贸市场是埃及经济增长最有效的引擎之一。鉴于其对埃及经济的重要性,需要研究影响埃及对其主要贸易伙伴之间出口流量的因素。重力模型和面板数据法是分析双边贸易流动的基本和常用方法。事实证明,这是分析一国贸易潜力和双边贸易的一种有价值的方法。本研究采用了地理变量和金融变量的引力模型。此外,它还提供了一个新的实证视角,表明这些变量具有解释影响跨国贸易流动的几个因素的分析能力;本研究通过2000年至2018年的年度数据,探讨了埃及对36个全球贸易伙伴的出口关系。在其面板数据的随机效应模型中,重力模型结果表明,影响埃及双边贸易的主要因素是埃及的国内生产总值、进口商的国内生产总值、边境因素和埃及与主要贸易伙伴的距离。人口、贸易开放率、区域贸易协定等变量的系数为正,但对埃及双边贸易的影响不显著。语言因素对埃及的贸易是消极的,不重要的。这些发现将使埃及政府、政策制定者和贸易商做出合适的决策,以发展埃及国际贸易的影响力。
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引用次数: 0
Factors That Lead to Money Laundering in the Real Estate Sector Based on the Financial Action Task Force Standards 基于金融行动特别工作组标准分析导致房地产行业洗钱的因素
Pub Date : 2021-01-29 DOI: 10.4236/OJBM.2021.91020
Dennis Chisenga, J. Phiri
The study aim was to identify factors that lead to money laundering in the real estate sector based on the Financial Action Task Force Standards. A descriptive cross-sectional study was conducted and both quantitative and qualitative data were collected to better understand the money laundering in the real estate sector in a bid to address the factors that lead to money laundering. Simple random sampling and purposive sampling were used in this research. SPSS was used to analyse the quantitative data and the qualitative data was transcribed and analyzed based on the recurring themes. The study results are that effective AML in the real estate sector relies on the AML training and effective Internal Controls by real estate agents. The results presented a p-value of 0.008 which was less than 0.05. This indicated that the model was statistically significant in explaining the impact of the independent variables on the effectiveness of AML in the real estate sector in Zambia.
这项研究的目的是根据金融行动特别工作组的标准,确定导致房地产行业洗钱的因素。通过描述性横断面研究,收集定量和定性数据,更好地了解房地产行业的洗钱行为,以解决导致洗钱的因素。本研究采用简单随机抽样和目的抽样。定量数据采用SPSS进行分析,定性数据根据反复出现的主题进行转录分析。研究结果表明,房地产行业有效的“反洗钱”依赖于房地产中介的“反洗钱”培训和有效的内部控制。结果显示p值为0.008,小于0.05。这表明该模型在解释自变量对赞比亚房地产行业“反洗钱”有效性的影响方面具有统计学意义。
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引用次数: 1
Management Plan for Tailing Slurry at Gold Processing Plant: Case Study Pakay Gold Company Limited 黄金选矿厂尾矿浆管理计划:以柏凯黄金有限公司为例
Pub Date : 2021-01-29 DOI: 10.4236/OJBM.2021.91017
J. Obiri-Yeboah
The resultant disgusting effect related to failure to produce environmental friendly tailing slurry, call for developing a good management plan for tailing slurry production of the newly introduce dry tailing machine at the Gold Processing Plant of Pakay Gold Company Ghana Limited. Hence, the tailing slurry management plan consists of documented steps put together to enhance the discharge of environmentally acceptable tailing product for further monitoring and usage. The nonexistence of a plan for managing input (40% solid slurry) and output (product) of the tailing filtration plant (dry tailing machine) at Pakay Gold Company is a recipe for systemic disaster which points to the potential of legislative litigation with production and revenue shortfalls. This points out the need for this paper’s assessment of plant slurry threats or opportunities, sets an objective for management plan, develops premises and identifies alternatives of the tailing slurry input and product to enhance the development of a plan for managing the dry tailing machine. Furthermore, additional management plan steps that followed were examination and selection of alternative action plan for environmental toxic prevention model. Moreover, plan for implementation as well as supporting plans and review measures were done to eliminate any future legislative agencies litigation. The aim of this paper is to provide tailing slurry management plan that will ensure the eradication of any potential adverse environmental effect and litigation phenomenon that may be associated with the products of the tailing slurry filtration plant.
由此产生的令人反感的影响与未能生产出环境友好的尾矿浆有关,呼吁在加纳帕凯黄金有限公司黄金加工厂新引进的干尾机制定良好的尾矿浆生产管理计划。因此,尾矿浆料管理计划由文件化的步骤组成,旨在加强对环境可接受的尾矿产品的排放,以供进一步监测和使用。Pakay黄金公司没有一个计划来管理尾矿过滤厂(干尾机)的投入(40%固体矿浆)和产出(产品),这是一个系统性灾难的配方,它指出了生产和收入不足的立法诉讼的可能性。指出本文需要对厂浆威胁或机会进行评估,为管理计划设定目标,制定前提,确定尾矿浆投入和产品的替代方案,以加强对干尾砂机管理计划的制定。此外,接下来的其他管理计划步骤是审查和选择环境毒性预防模式的替代行动计划。此外,还制定了执行计划以及配套计划和审查措施,以消除今后立法机构的任何诉讼。本文的目的是提供尾砂浆管理方案,以确保消除可能与尾砂浆过滤厂的产品相关的任何潜在的不利环境影响和诉讼现象。
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引用次数: 0
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Open Journal of Business and Management
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