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Benford's law for integrity tests of high-volume databases: a case study of internal audit in a state-owned enterprise 大容量数据库完整性测试的本福德定律:以某国有企业内部审计为例
IF 2.4 Q2 ECONOMICS Pub Date : 2022-02-21 DOI: 10.1108/jefas-07-2021-0113
H. R. Morales, Marcela Porporato, Nicolas Epelbaum
PurposeThe technical feasibility of using Benford's law to assist internal auditors in reviewing the integrity of high-volume data sets is analysed. This study explores whether Benford's distribution applies to the set of numbers represented by the quantity of records (size) that comprise the different tables that make up a state-owned enterprise's (SOE) enterprise resource planning (ERP) relational database. The use of Benford's law streamlines the search for possible abnormalities within the ERP system's data set, increasing the ability of the internal audit functions (IAFs) to detect anomalies within the database. In the SOEs of emerging economies, where groups compete for power and resources, internal auditors are better off employing analytical tests to discharge their duties without getting involved in power struggles.Design/methodology/approachRecords of eight databases of an SOE in Argentina are used to analyse the number of records of each table in periods of three to 12 years. The case develops step-by-step Benford's law application to test each ERP module records using Chi-squared (χ²) and mean absolute deviation (MAD) goodness-of-fit tests.FindingsBenford's law is an adequate tool for performing integrity tests of high-volume databases. A minimum of 350 tables within each database are required for the MAD test to be effective; this threshold is higher than the 67 reported by earlier researches. Robust results are obtained for the complete ERP system and for large modules; modules with less than 350 tables show low conformity with Benford's law.Research limitations/implicationsThis study is not about detecting fraud; it aims to help internal auditors red flag databases that will need further attention, making the most out of available limited resources in SOEs. The contribution is a simple, cheap and useful quantitative tool that can be employed by internal auditors in emerging economies to perform the first scan of the data contained in relational databases.Practical implicationsThis paper provides a tool to test whether large amounts of data behave as expected, and if not, they can be pinpointed for future investigation. It offers tests and explanations on the tool's application so that internal auditors of SOEs in emerging economies can use it, particularly those that face divergent expectations from antagonist powerful interest groups.Originality/valueThis study demonstrates that even in the context of limited information technology tools available for internal auditors, there are simple and inexpensive tests to review the integrity of high-volume databases. It also extends the literature on high-volume database integrity tests and our knowledge of the IAF in Civil law countries, particularly emerging economies in Latin America.
目的分析利用本福德定律协助内部审计师审查大量数据集的完整性的技术可行性。本研究探讨了Benford分布是否适用于由组成国有企业(SOE)企业资源规划(ERP)关系数据库的不同表的记录数量(大小)所表示的一组数字。本福德定律的使用简化了对ERP系统数据集中可能出现的异常情况的搜索,提高了内部审计功能(IAFs)检测数据库中异常情况的能力。在集团争夺权力和资源的新兴经济体国有企业中,内部审计师最好采用分析测试来履行职责,而不卷入权力斗争。设计/方法/方法使用阿根廷一家国有企业的8个数据库的记录来分析3至12年期间每个表的记录数量。案例逐步开发本福德的法律应用程序,使用卡方(χ²)和平均绝对偏差(MAD)拟合优度检验来测试每个ERP模块记录。发现本福德定律是执行大容量数据库完整性测试的适当工具。每个数据库中至少需要350个表才能使MAD测试有效;这一阈值高于早期研究报告的67。对于完整的ERP系统和大型模块,得到了鲁棒性的结果;小于350表的模组符合本福德定律的程度较低。研究局限性/意义本研究不是关于检测欺诈;它旨在帮助内部审计师对需要进一步关注的数据库发出警告,最大限度地利用国有企业有限的可用资源。它的贡献是一种简单、廉价和有用的定量工具,新兴经济体的内部审计人员可以利用它对关系数据库中包含的数据进行第一次扫描。本文提供了一种工具来测试大量数据是否如预期的那样表现,如果不是,它们可以为未来的调查精确定位。它为该工具的应用提供了测试和解释,以便新兴经济体国有企业的内部审计师可以使用它,特别是那些面临来自敌对的强大利益集团的不同期望的企业。独创性/价值这项研究表明,即使在内部审计员可用的信息技术工具有限的情况下,也有简单而廉价的测试来审查大量数据库的完整性。它还扩展了关于大容量数据库完整性测试的文献,以及我们对民法国家,特别是拉丁美洲新兴经济体的IAF的了解。
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引用次数: 3
Pemex: oil price and financial management in the context of elevated fiscal burden 墨西哥石油公司:财政负担加重背景下的油价与财务管理
IF 2.4 Q2 ECONOMICS Pub Date : 2022-02-15 DOI: 10.1108/jefas-06-2021-0094
Angélica Tacuba
PurposeThe article analyzes how oil price fluctuations are reflected in the management of Petróleos Mexicanos (Pemex) based on its balance sheet (BS) and particularly how oil price fluctuations affect Pemex's corporate income.Design/methodology/approachThe author uses a vector auto-regressive (VAR) model with seven variables for the period 1977–2019. The first variable is the oil price and the others belong to Pemex's BS: total income, sales revenue, operating costs, investment, payment of taxes, duties and contributions (TDC) and the payment of interest on debt.FindingsThe results show that in an environment of elevated fiscal burden that is of an excessive payment of tax by Pemex to the state, the price increases positively affected the income obtained from sales, but that surplus is used primarily to finance the fiscal expenses coming from the TDC, which is associated with the production and commercialization of hydrocarbons; physical and financial investment is disconnected from the evolution of price. Under a fiscal scheme that extracts, on average, 98.46% of Pemex's income, investment is not a priority.Practical implicationsThe findings of the research have important implications for Mexico's energy policy because of affecting the long-term financial and productive sustainability of Pemex.Originality/valueFirst, the study contributes to the literature on oil prices in Mexico by analyzing Pemex's fiscal burden from a corporate finance perspective, an area in which there are few rigorous studies. Second, the study contributes by providing quantitative support for the relationship between oil prices and BS variables through the VAR model.
本文分析了油价波动如何反映在Petróleos Mexicanos (Pemex)的管理基于其资产负债表(BS),特别是油价波动如何影响Pemex的公司收入。设计/方法/方法作者使用了1977-2019年期间具有七个变量的向量自回归(VAR)模型。第一个变量是油价,其他变量属于Pemex的BS:总收入、销售收入、运营成本、投资、税收、关税和贡献(TDC)支付以及债务利息支付。研究结果表明,在墨西哥国家石油公司(Pemex)向国家过度纳税导致财政负担加重的环境下,价格上涨对销售收入产生了积极影响,但这些盈余主要用于资助与碳氢化合物生产和商业化相关的TDC财政支出;实物和金融投资与价格的演变是脱节的。在平均抽取Pemex收入98.46%的财政计划下,投资并不是优先考虑的事项。该研究结果对墨西哥的能源政策具有重要意义,因为它影响了Pemex的长期财务和生产可持续性。首先,该研究从公司财务的角度分析了Pemex的财政负担,为墨西哥的石油价格做出了贡献,这一领域很少有严谨的研究。其次,通过VAR模型为油价与BS变量之间的关系提供了定量支持。
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引用次数: 1
Macroeconomic determinants of fiscal policy in East Africa: a panel causality analysis 东非财政政策的宏观经济决定因素:面板因果分析
IF 2.4 Q2 ECONOMICS Pub Date : 2022-02-15 DOI: 10.1108/jefas-07-2021-0124
Joseph Mawejje, N. Odhiambo
PurposeThis study investigates the dynamic causality linkages between fiscal deficits and selected macroeconomic indicators in a panel of five East African Community countries.Design/methodology/approachThe research design is based on panel cointegration tests, panel cross-section dependence tests, panel error correction-based Granger causality tests and panel impulse response functions.FindingsResults show that there is long-run feedback causality among fiscal deficits and each of the variables include gross domestic product (GDP) growth, current account balance, interest rates, inflation, grants and debt service. Short-run Granger causality dynamics indicate that there is feedback causality between fiscal deficits and GDP growth; no causality between fiscal deficits and inflation; no causality between fiscal deficits and current account; no causality between fiscal deficits and interest rates; feedback causality between fiscal deficits and grants; and no causality between fiscal deficits and debt service. Impulse response functions show positive and significant impacts of current account balance, inflation and grants; negative and significant impacts of real GDP growth and lending rates; and insignificant effects of debt service.Research limitations/implicationsWhile the study examines the dynamic causality between fiscal deficits and selected macroeconomic indicators in the East African Community, the analysis excludes South Sudan due to significant data limitations.Practical implicationsIn light of the East African Community's aspirations to achieve convergence on key macroeconomic targets, including the fiscal deficit, this research provides novel insights on fiscal policy determinants and causality dynamics.Social implicationsThe dynamic relationships between fiscal policy and macroeconomic variables may have social implications for welfare, equitable growth and distribution of resources.Originality/valueWith a focus on the East African Community, this paper contributes to the literature on the macroeconomic determinants of fiscal deficits in regional economic communities.
目的本研究调查了五个东非共同体国家的财政赤字与选定宏观经济指标之间的动态因果关系。设计/方法/方法研究设计基于面板协整检验、面板横截面相关性检验、基于面板误差校正的格兰杰因果检验和面板脉冲响应函数。研究结果表明,财政赤字之间存在长期反馈因果关系,每个变量包括国内生产总值(GDP)增长、经常账户余额、利率、通货膨胀、拨款和债务服务。短期Granger因果动态分析表明,财政赤字与GDP增长之间存在反馈因果关系;财政赤字与通胀之间没有因果关系;财政赤字与经常账户之间没有因果关系;财政赤字和利率之间没有因果关系;财政赤字与拨款之间的反馈因果关系;财政赤字和偿债之间没有因果关系。脉冲响应函数对经常账户余额、通货膨胀和补助均有显著的正向影响;实际GDP增长和贷款利率的负面和显著影响;而偿债的影响则微不足道。研究局限/影响虽然本研究考察了东非共同体财政赤字与选定宏观经济指标之间的动态因果关系,但由于严重的数据限制,该分析排除了南苏丹。鉴于东非共同体希望在包括财政赤字在内的关键宏观经济目标上实现趋同,本研究为财政政策决定因素和因果关系动态提供了新的见解。社会影响财政政策和宏观经济变量之间的动态关系可能对福利、公平增长和资源分配产生社会影响。原创性/价值本文以东非共同体为重点,对区域经济共同体财政赤字的宏观经济决定因素的文献做出了贡献。
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引用次数: 4
Multiplier elements of innovation: towards an innovation model in the Mexican micro and small business 创新的乘数要素:走向墨西哥微型和小型企业的创新模式
IF 2.4 Q2 ECONOMICS Pub Date : 2022-01-05 DOI: 10.29057/jas.v3i6.7379
A. López-Salazar, Gloria Leticia López-Salazar, Rubén Molina Sánchez
Innovation is a fundamental strategy to generate and maintain a competitive position in the market, however, the companies’ ability to generate innovations is not an easy task, as there are different factors that influence it. Although several innovation models have been developed, no ad hoc models have been proposed to the conditions of micro and small enterprise, nor the structural conditions in developing countries. Therefore, the objective of this research is to identify and analyze the most relevant management factors that drive innovation in Mexican micro and small business. To this end, 594 micro and small businesses from the Laja-Bajío region belonging to the commercial sector, service and manufacture, were surveyed. Semi-structured interviews were conducted to identify their needs on innovation generation. The results show that technology management, marketing strategies and human resources management are the key elements to drive innovation in the MSEs (Micro and Small enterprises).
创新是在市场中产生和保持竞争地位的基本战略,然而,公司产生创新的能力并不是一件容易的事情,因为有不同的因素影响它。虽然已经开发了几种创新模式,但没有针对微型和小型企业的条件,也没有针对发展中国家的结构条件提出特别的模式。因此,本研究的目的是识别和分析驱动墨西哥微型和小型企业创新的最相关的管理因素。为此目的,对Laja-Bajío地区属于商业部门、服务业和制造业的594个微型和小型企业进行了调查。进行半结构化访谈,以确定他们对创新产生的需求。研究结果表明,技术管理、营销策略和人力资源管理是推动中小微企业创新的关键要素。
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引用次数: 0
Theoretical Review of Entrepreneur and Social Entrepreneurship Concepts. 企业家与社会企业家概念的理论回顾。
IF 2.4 Q2 ECONOMICS Pub Date : 2022-01-05 DOI: 10.29057/jas.v3i6.7687
María Dolores Martínez García, José María Moreno Meneses, Karina Valencia Sandoval
This article includes a theoretical review of Social Entrepreneurship (SE) due to the gradual increase in the need for new businesses, but also for solutions to social and environmental problems. First, a brief introduction is given explaining why it is important today to have a correct definition of ES. Additionally, the concept of entrepreneur and its different types are defined to create a context and thus be able to talk about the subject. Likewise, a literature review is carried out to achieve a better understanding of an avant-garde concept such as this type of entrepreneurship. Finally, the article concludes with the most important points covered throughout the writing, in addition to a definition of entrepreneur and social entrepreneurship made after analyzing the information found.
本文包括对社会企业家精神(SE)的理论回顾,由于对新业务的需求逐渐增加,同时也为解决社会和环境问题。首先,简要介绍了为什么今天对ES有一个正确的定义是很重要的。此外,企业家及其不同类型的概念被定义为创建一个上下文,从而能够谈论这个主题。同样,进行文献综述,以更好地理解前卫的概念,如这种类型的创业。最后,文章总结了整个写作过程中最重要的几点,并在分析发现的信息后对企业家和社会企业家进行了定义。
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引用次数: 4
Foreign Direct Investment and Its Impact on The Regional Level: A Prospective Analysis 外商直接投资及其对区域层面的影响:一个前瞻性分析
IF 2.4 Q2 ECONOMICS Pub Date : 2022-01-05 DOI: 10.29057/jas.v3i6.8140
Angel Giovanny Atanacio Pérez, Tirso Javier Hernández Gracia, Danae Duana Ávila
Some countries in development like China, the Philippines, Nigeria, Pakistan, Bangladesh, Vietnam and Ukraine do an active promotion in order to raise foreign direct investment (FDI) under the proposal of a positive effect in economic growth while implementing this type of fundraising. Thus, it constitutes an important source of external financing, allowing increases in productivity through technologic transfer as well as rises in competitiveness, efficiency in the managerial models, and expand the countries’ exporting capabilities. After the economic crisis experienced in the 80’s, Latin America, specifically countries like Argentina, Brazil and Mexico, that have based their financing in loans, stopped to raise money by these means when the crisis appeared, arising as an alternative the FDI, also on account of the foreign creditors demanding the payment of their issued resources and the warning of not giving any more financing until these countries restructure their economies, it was established the capital stock of the recipient economy. In this context, it was necessary to implement structural reforms, which were contemplated in the “Washington Consensus”, such as price stabilization and fiscal deficit control with the purpose of recovering the trust to investors and reactivating the capital flow through loans or foreign direct investment aimed at Latin America. In 1990, foreign direct investment became the primary source of external financing to peripheral countries (Aitken y Harrison, 1999:1).
一些发展中国家,如中国、菲律宾、尼日利亚、巴基斯坦、孟加拉国、越南和乌克兰,在实施这种筹资方式的同时,根据对经济增长的积极作用的建议,积极推动外国直接投资(FDI)。因此,它是外部资金的一个重要来源,可以通过技术转让提高生产率,提高竞争力和管理模式的效率,并扩大各国的出口能力。在经历了80年代的经济危机之后,拉丁美洲,特别是阿根廷、巴西和墨西哥等以贷款融资为基础的国家,在危机出现时停止通过这些手段筹集资金,作为外国直接投资的替代方案,也是因为外国债权人要求支付其已发行的资源,并警告说在这些国家调整其经济结构之前不会再提供任何融资。它被确立为接受国经济的资本存量。在这方面,必须执行“华盛顿共识”所设想的结构改革,例如稳定价格和控制财政赤字,目的是恢复对投资者的信任,并通过针对拉丁美洲的贷款或外国直接投资重新激活资本流动。1990年,外国直接投资成为外围国家外部融资的主要来源(Aitken y Harrison, 1999:1)。
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引用次数: 0
Knowledge Economy Model for the State of Hidalgo 伊达尔戈州的知识经济模式
IF 2.4 Q2 ECONOMICS Pub Date : 2022-01-05 DOI: 10.29057/jas.v3i6.7874
Juan Manuel Lira Aguilar, Sergio Ramses Pons Cabrera, Elías Gaona Rivera
This article aims to create a knowledge economy model to be applied in the state of Hidalgo, conducting an exhaustive investigation on the formation of a knowledge economy, as well as a comparative analysis between the state of Hidalgo and nine states more than the Mexican Republic with a certain criterion, in relation to the factors that delimit said economy. These factors are a series of variables taken from 2015: literacy, upper secondary and higher education, researchers, Innovation Stimuli Program (PEI), Mixed Fund associated with the state government (FOMIX), telephony, internet, computers, television, patents, industrial designs and utility models. To later use a method created by the World Bank, which is called Knowledge Assessment Methodology (KAM).  
本文旨在建立一个适用于伊达尔戈州的知识经济模型,对知识经济的形成进行详尽的调查,并在一定的标准下对伊达尔戈州与墨西哥共和国以上的九个州的经济划分因素进行比较分析。这些因素是2015年的一系列变量:识字率、高中和高等教育、研究人员、创新刺激计划(PEI)、与州政府相关的混合基金(FOMIX)、电话、互联网、计算机、电视、专利、工业设计和实用新型。稍后使用世界银行创建的一种方法,称为知识评估方法(KAM)。
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引用次数: 0
Editorial An upcoming 30th anniversary encouraging the papers' publication 即将到来的30周年纪念鼓励论文的发表
IF 2.4 Q2 ECONOMICS Pub Date : 2021-12-07 DOI: 10.1108/jefas-11-2021-329
Nestor U. Salcedo
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引用次数: 9
Capital structure, stock exchanges in Chile: 2007 to 2016 资本结构,智利证券交易所:2007 - 2016
IF 2.4 Q2 ECONOMICS Pub Date : 2021-11-30 DOI: 10.1108/jefas-10-2020-0328
M. R. Henrique, Sandro Braz Silva, Antonio Saporito
PurposeThe article consists of analyzing the behavior of the determinants of the capital structure of Chilean companies between 2007 and 2016. The objective of this study was achieved through a typology of research based on bibliographic, documentary, exploratory and explanatory, considering annual financial reports from Economática in the chosen period.Design/methodology/approachAs this is a research study with a quantitative approach, the statistical tools used were descriptive analysis, Pearson correlation, variance inflation factor (VIF) and panel regression.FindingsThe results show that Chilean companies (240) have higher and costly long-term debt. These companies have high averages in current liquidity, return to shareholders, growth in sales and assets and market-to-book (MTB). Long-term debt was highlighted with an explanatory power of 85%. Current liquidity was highlighted as being significant in most of the indebtedness proposed in the survey, failing to register brands like this in expensive short-term and long-term indebtedness. It is noticed that flip flops companies are more prone to the pecking order theory (POT). The gap occupied by this study is linked to research involving South American countries, especially the Chilean market, and the determinants of the capital structure.Originality/valueAs future research, it is suggested to include other types of variables related to indebtedness and the same action for its determinants, in addition to the speed technique of adjusting corporate debts.
本文分析了2007年至2016年智利公司资本结构决定因素的行为。本研究的目的是通过基于书目、文献、探索性和解释性的研究类型学来实现的,并考虑了Economática在选定时期的年度财务报告。设计/方法/方法这是一项采用定量方法的研究,使用的统计工具是描述性分析、Pearson相关性、方差膨胀因子(VIF)和面板回归。结果显示,智利公司(240家)的长期债务更高,成本更高。这些公司在当前流动性、股东回报、销售和资产增长以及市净率(MTB)方面的平均水平都很高。长期债务被强调,其解释力为85%。在调查中提出的大多数负债中,当前流动性被强调为重要因素,而在昂贵的短期和长期负债中,这类品牌没有被纳入考虑范围。值得注意的是,人字拖公司更倾向于啄食顺序理论(POT)。这项研究所占的差距与涉及南美国家的研究有关,特别是智利市场,以及资本结构的决定因素。原创性/价值在未来的研究中,除了调整公司债务的速度技术外,建议包括与债务有关的其他类型的变量及其决定因素的相同行动。
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引用次数: 0
Value-at-risk predictive performance: a comparison between the CaViaR and GARCH models for the MILA and ASEAN-5 stock markets 风险价值预测绩效:MILA和东盟五国股票市场的CaViaR和GARCH模型的比较
IF 2.4 Q2 ECONOMICS Pub Date : 2021-11-24 DOI: 10.1108/jefas-03-2021-0009
Ramona Serrano Bautista, José Antonio Núñez Mora
PurposeThis paper tests the accuracies of the models that predict the Value-at-Risk (VaR) for the Market Integrated Latin America (MILA) and Association of Southeast Asian Nations (ASEAN) emerging stock markets during crisis periods.Design/methodology/approachMany VaR estimation models have been presented in the literature. In this paper, the VaR is estimated using the Generalized Autoregressive Conditional Heteroskedasticity, EGARCH and GJR-GARCH models under normal, skewed-normal, Student-t and skewed-Student-t distributional assumptions and compared with the predictive performance of the Conditional Autoregressive Value-at-Risk (CaViaR) considering the four alternative specifications proposed by Engle and Manganelli (2004).FindingsThe results support the robustness of the CaViaR model in out-sample VaR forecasting for the MILA and ASEAN-5 emerging stock markets in crisis periods. This evidence is based on the results of the backtesting approach that analyzed the predictive performance of the models according to their accuracy.Originality/valueAn important issue in market risk is the inaccurate estimation of risk since different VaR models lead to different risk measures, which means that there is not yet an accepted method for all situations and markets. In particular, quantifying and forecasting the risk for the MILA and ASEAN-5 stock markets is crucial for evaluating global market risk since the MILA is the biggest stock exchange in Latin America and the ASEAN region accounted for 11% of the total global foreign direct investment inflows in 2014. Furthermore, according to the Asian Development Bank, this region is projected to average 7% annual growth by 2025.
目的本文检验了市场一体化拉丁美洲(MILA)和东南亚国家联盟(ASEAN)新兴股票市场在危机时期的风险价值(VaR)预测模型的准确性。设计/方法/方法文献中提出了许多VaR估计模型。本文使用广义自回归条件异方差、EGARCH和GJR-GARCH模型在正态、偏态-正态、学生-t和偏态-学生-t分布假设下估计VaR,并与考虑Engle和Manganelli(2004)提出的四种替代规范的条件自回归风险值(CaViaR)的预测性能进行比较。研究结果支持了CaViaR模型在预测MILA和东盟五国新兴股市危机时期的样本外VaR时的稳健性。这一证据是基于回溯测试方法的结果,该方法根据模型的准确性分析了模型的预测性能。市场风险中的一个重要问题是对风险的不准确估计,因为不同的VaR模型导致不同的风险度量,这意味着还没有一种适用于所有情况和市场的公认方法。特别是,量化和预测MILA和东盟五国股票市场的风险对于评估全球市场风险至关重要,因为MILA是拉丁美洲最大的证券交易所,东盟地区占2014年全球外国直接投资流入总额的11%。此外,根据亚洲开发银行(Asian Development Bank)的数据,预计到2025年,该地区的年均增长率将达到7%。
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引用次数: 2
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Journal of Economics, Finance and Administrative Science
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