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An Analysis of the Effectiveness of Bankruptcy Prediction Models – an Industry Approach 破产预测模型的有效性分析——一个行业方法
Pub Date : 2021-11-26 DOI: 10.2478/foli-2021-0017
Bartłomiej Pilch
Abstract Research background: Bankruptcy prediction models are frequently used in research. However, an industry approach is not often carried out. Due to this, this study included trends observable between the number of bankruptcies and its prediction by models. Purpose: The aim of the paper is to verify if changes in the number of actual bankruptcy in individual industries are properly predicted by the models. Also, if analyzed models are providing consistent information according to the risk of bankruptcy between industries. Research methodology: The data were collected from the Orbis database and the Coface reports. The period included in the study is 2014–2019. 5 Polish bankruptcy prediction models were used: these by D. Hadasik, E. Mączyńska and M. Zawadzki, M. Pogodzińska and S. Sojak, D. Wierzba and the Poznan one. Results: The analyzed models do not properly predict changes in the number of bankruptcy in individual industries, however, 3 out of 5 correctly predicted the trend for the entire sample. Analyzed models often provide inconsistent information. Hence, it seems sensible to use more than a few models in any further analyzes. Novelty: In the literature of the subject, there are often carried out analyses focused on the effectiveness of bankruptcy prediction models regarding individual companies. This research is focused on the prediction of changes in the number of companies to be considered as at bankruptcy risk between industries, and also on comparing these models.
摘要研究背景:破产预测模型是研究中经常使用的一种模型。但是,通常不采用行业方法。因此,本研究纳入了破产数量与模型预测之间可观察到的趋势。目的:本文的目的是验证模型是否正确地预测了个别行业实际破产数量的变化。此外,如果分析的模型根据不同行业的破产风险提供一致的信息。研究方法:数据来自奥比斯数据库和科法斯报告。该研究涵盖的时期为2014-2019年。使用了5个波兰破产预测模型:这些模型由D. Hadasik, E. Mączyńska和M. Zawadzki, M. Pogodzińska和S. Sojak, D. Wierzba和波兹南的一个。结果:所分析的模型不能正确预测单个行业破产数量的变化,但5个模型中有3个正确预测了整个样本的趋势。分析的模型通常提供不一致的信息。因此,在进一步的分析中使用多个模型似乎是明智的。新颖性:在该学科的文献中,经常有针对个别公司破产预测模型的有效性进行的分析。本研究的重点是预测不同行业被认为有破产风险的公司数量的变化,并对这些模型进行比较。
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引用次数: 3
Testing the Validity of the Long Run Neutrality of Money in Nigeria 检验尼日利亚货币长期中性的有效性
Pub Date : 2021-11-26 DOI: 10.2478/foli-2021-0021
Ephraim Ugwu, Christopher Ehinomen, P. Nwosa, Olubunmi Omotayo Efuntade
Abstract Research background: There is no consensus among scholars on the interaction effect between money supply, price, and wages despite various studies conducted to that effect. Purpose: This study investigates whether the neutrality of money assumption holds in the long run in Nigeria, using annual data from 1970 to 2018. Research methodology: The study utilized the Johansen cointegration test and the Vector Error Correction (VECM) approach for estimation. Results: The results from the Phillips curve model contradict the classical school of economics assumption that money is neutral in the long run. This implies that in the Nigerian economy, money is not neutral in the long run. The long run Fishers’ effect model shows that the coefficient of LOG (CPI) exhibits a negative sign and is statistically significant at a 5% significant level, thus contradicting the hypothesis which states that a one percent increase in consumer prices will lead to an increase in the rate of interest by one percent. The coefficient of nominal money supply indicates a negative sign and insignificant statistically on the interest rate. The Short-run estimated results showed that the coefficient of the error correction term ECM (–1) indicates a negative sign and is significant statistically in the Fishers’ effect model. The result shows the actual and equilibrium values are corrected with adjustment speeds equal to 31% yearly. Novelty: The study recommends that the Central Bank of Nigeria should ensure an effective implementation of monetary targeting measures in fine-tuning the economy and curbing inflationary pressures.
摘要研究背景:尽管对货币供给、价格和工资之间的相互作用进行了各种研究,但学者们对货币供给、价格和工资之间的相互作用尚未达成共识。目的:本研究使用1970年至2018年的年度数据,调查尼日利亚货币中性假设是否在长期内成立。研究方法:本研究采用Johansen协整检验和向量误差校正(VECM)方法进行估计。结果:菲利普斯曲线模型的结果与古典经济学派关于货币长期中性的假设相矛盾。这意味着,在尼日利亚经济中,从长远来看,货币不是中性的。长期费雪效应模型显示,LOG (CPI)的系数呈现负号,并且在5%显著水平上具有统计显著性,从而与消费者价格上涨1%将导致利率上涨1%的假设相矛盾。名义货币供给系数对利率的影响为负,且在统计上不显著。短期估计结果表明,误差修正项ECM(-1)的系数在fisher效应模型中为负,且具有统计学显著性。结果表明,实际值和平衡值的校正速度为每年31%。新颖性:该研究建议尼日利亚中央银行应确保有效实施货币目标措施,以微调经济和抑制通胀压力。
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引用次数: 0
Absorption Rate as a Tool for Assessing the Dynamics of Development Activity 作为评估发展活动动态的工具的吸收率
Pub Date : 2021-11-26 DOI: 10.2478/foli-2021-0013
Agata Antczak-Stępniak
Abstract Research background: An assessment of the dynamics of the development of the housing market is critical for development activity and the institutions that finance it. Due to the capital intensity of development projects, it seems necessary to perform detailed analyses to be sure that the investment will find buyers and to know how much time it will take for this undertaking to be sold. The absorption rate reports it. Purpose: The aim of the article is, therefore, to verify the importance of the absorption rate in assessing the dynamics of property market development based on the example of housing development activity in Łódź. Research methodology: To achieve the aim, in the empirical part of the article, information on developers’ investments in Łódź was independently collected, and based on them, absorption ratios for several periods were estimated. Results: The study showed dynamic changes in the absorption rate, as well as its diversity depending on the type of building and location. That is why it is so important to analyze this indicator in developers’ activity, where the risk of recovering the capital engaged is very high. Novelty: In Poland, there are few publications on the given topic, and the existing analyses of the absorption rate in Poland, prepared for the largest Polish cities, do not include the division into specific locations or the type of real estate, which is why they are not sufficiently reliable information for developers.
摘要研究背景:对房地产市场发展动态的评估对于发展活动和为其提供资金的机构至关重要。由于开发项目的资本密集性,似乎有必要进行详细的分析,以确保投资将找到买家,并知道需要多长时间才能出售这项事业。吸收率反映了这一点。目的:本文的目的是,因此,验证吸收率在评估房地产市场发展动态的重要性,以Łódź的住房开发活动为例。研究方法:为了达到这一目的,在本文的实证部分,我们独立收集了开发商在Łódź的投资信息,并在此基础上估算了几个时期的吸收比率。结果:该研究显示了吸收率的动态变化,并随建筑物类型和位置的不同而呈现出多样性。这就是为什么在开发商活动中分析这一指标如此重要的原因,因为收回投入资金的风险非常高。新颖性:在波兰,关于给定主题的出版物很少,现有的波兰吸收率分析是为波兰最大的城市准备的,不包括对具体地点或房地产类型的划分,这就是为什么它们对开发商来说不是足够可靠的信息。
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引用次数: 1
Investigating Exchange Rate Pass-through to Consumer Prices in Nigeria 调查尼日利亚的汇率传递到消费者价格
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0008
Ephraim Ugwu, D. Amassoma, Christopher Ehinomen
Abstract Research background: There have been several studies on the degree of exchange rate pass-through (ERPT) to consumer prices, as well as macroeconomic environment with yet no clear direction. Purpose: This research work investigates exchange rate pass-through effects into consumer prices in Nigeria from 1960 to 2018. Research methodology: The methodology employed by the study for estimation is the Johansen cointegration and Vector Error Correction Model (VECM) procedures. Results: The empirical results indicate an incomplete pass-through of exchange rate into consumer prices in Nigeria. The pass-through is found to be 1.6 for the model under consideration. The impulse response function results indicate that the response of the consumer prices to the exchange rate shock decreases immediately to a negative shock in the short run, and continues along the horizon to a positive shock in the long run. Also, the response of consumer prices to interest rate shock decreases immediately and continues to fluctuate to a negative shock in both the short run long run horizon. Novelty: The results support the view that exchange rate policy should be complimented with coordinated macroeconomic policy approaches in order to control inflationary level in the economy. The study therefore recommends that the Federal Government should adopt a tightening of the monetary policy as it will help reduce the impact of exchange rate depreciation on consumer prices.
摘要研究背景:汇率对消费者价格的传导程度以及宏观经济环境等方面的研究已有不少,但没有明确的方向。目的:本研究考察1960年至2018年尼日利亚汇率对消费者价格的传导效应。研究方法:本研究采用的估计方法为约翰森协整和向量误差修正模型(VECM)程序。结果:实证结果表明,汇率不完全传递到尼日利亚的消费者价格。对于所考虑的模型,通过发现为1.6。脉冲响应函数结果表明,消费者价格对汇率冲击的响应在短期内立即减小为负冲击,并在长期内沿着地平线继续为正冲击。此外,消费者价格对利率冲击的反应立即下降,并在短期和长期范围内继续波动至负冲击。新颖性:研究结果支持汇率政策应与协调的宏观经济政策相辅相成,以控制经济中的通货膨胀水平。因此,该研究建议联邦政府应采取紧缩的货币政策,因为这将有助于减少汇率贬值对消费价格的影响。
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引用次数: 0
The Impact of Family and Child-Allowances on Income Inequality in Poland. Gini Decomposition by Income Sources 波兰家庭和儿童津贴对收入不平等的影响。收入来源的基尼系数分解
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0010
E. Wędrowska, J. Muszyńska
Abstract Research background: This paper analyses how different income sources affect the level of inequality in Poland, with focus on the role of family and children related allowances in decreasing income inequalities in 2015–2017. Therefore, the study has focused on the various subgroups of households with children. Purpose: The paper is aimed at examining the extent to which family and children related allowances affect household income inequality and identifying whether they affect inequality in various groups of households in the same way. Methodology: The study was carried out on micro-data gathered by Eurostat. To examine the extent to which different income components affect income inequality, we decompose the Gini coefficient according to the method introduced by Lerman and Yitzhaki. Results: Our study revealed that for most households with children, the inequality-reducing effect due to family and children related allowances increased in 2017 compared to 2015. However, despite the additional child-raising benefit under the “Family 500+” programme, income taxes and social security contributions remained by far the most important factor in reducing household income inequalities in Poland. Novelty: To our knowledge, no study has yet attempted to assess the extent to which family and child-allowances affect income inequality based on real data. The present analysis takes a step towards filling this gap. Unlike other studies based on microsimulation, in this paper we made use of the representative micro-data derived from the EU-SILC study.
摘要研究背景:本文分析了波兰不同收入来源对收入不平等程度的影响,重点研究了2015-2017年家庭和儿童相关津贴在减少收入不平等方面的作用。因此,这项研究的重点是有孩子的家庭的各个亚组。目的:本文旨在研究与家庭和儿童有关的津贴对家庭收入不平等的影响程度,并确定它们是否以同样的方式影响不同家庭群体的不平等。方法:这项研究是根据欧盟统计局收集的微观数据进行的。为了检验不同收入成分对收入不平等的影响程度,我们根据Lerman和Yitzhaki提出的方法对基尼系数进行分解。结果:我们的研究显示,对于大多数有孩子的家庭来说,与2015年相比,2017年与家庭和孩子相关的补贴减少了不平等的影响。然而,尽管在“家庭500+”方案下有额外的抚养子女津贴,所得税和社会保障缴款仍然是减少波兰家庭收入不平等的最重要因素。新颖性:据我们所知,目前还没有研究试图根据真实数据评估家庭和子女补贴对收入不平等的影响程度。本文的分析为填补这一空白迈出了一步。与其他基于微观模拟的研究不同,本文中我们使用了来自EU-SILC研究的具有代表性的微观数据。
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引用次数: 0
Impact of Bond Market Development on the Growth of the Nigerian Economy 债券市场发展对尼日利亚经济增长的影响
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0005
M. O. Oke, Oluwabunmi Dada, Nelson O. Aremo
Abstract Research background: The traditional function ascribed to a modern financial institution is to mobilize resources among the two units (surplus and deficit) of the economy. This can be achieved when financial institutions wake up to this responsibility and act as the pillar upon which other institutions can rely on. Purpose: This study examined the impact of bond market development on the growth of the Nigerian economy from 1986–2018. Research methodology: Data were analysed using the co-integration bounds test approach while the robustness of the estimates was also checked. Results: Government bond exhibited an insignificant positive relationship; corporate bond and value of bond traded were positive and statistically significant (prob. <0.05) while bond yield indicated a negative relationship with the growth of the Nigerian economy. Novelty: The study found that corporate bond and the value of bond traded were the major variables that increased the depth of bond market development in Nigeria. Therefore, policymakers in Nigeria should encourage the issuance of more corporate bonds to further enhance the efficiency of bond markets development.
摘要研究背景:传统上认为现代金融机构的职能是在经济的两个单位(盈余和赤字)之间调动资源。当金融机构意识到这一责任,并作为其他机构可以依赖的支柱时,这一点就可以实现。目的:本研究考察了1986-2018年债券市场发展对尼日利亚经济增长的影响。研究方法:使用协整边界检验方法分析数据,同时也检查了估计的稳健性。结果:政府债券呈现不显著的正相关;公司债券与债券交易价值正相关且具有统计学意义(proba)。<0.05),而债券收益率与尼日利亚经济增长呈负相关。新颖性:研究发现,公司债券和债券交易价值是增加尼日利亚债券市场发展深度的主要变量。因此,尼日利亚的政策制定者应该鼓励发行更多的公司债券,以进一步提高债券市场发展的效率。
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引用次数: 3
The Application of Continuous Quality Improvement Methods at Universities in the Opinion of Students and Lecturers of the University of Lodz 罗兹大学师生对持续质量改进方法在高校中的应用的看法
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0012
E. Zalewska
Abstract Research background: Total Quality Management – TQM consists in managing an organization in which the continuous striving for quality based on the Deming Cycle is an important assumption. Even though the ‘product’, in reference to higher education, is not the same as in reference to industry, higher education can be improved in terms of quality and the manner of conducting classes, and administrative work by applying the TQM methods. Purpose: The main purpose of the research conducted at the University of Lodz was to identify and compare the determinants affecting the opinion of the students and lecturers on the assessment of the possibilities and effectiveness of introduction of the CQI methods in the Polish higher education. Research methodology: Multivariate statistical methods – cluster analysis were used for the analysis and cross tabulations. Results: Students and lecturers of the University of Lodz positively evaluated the CQI methods. The research shows most of the assumptions of the CQI concept can be adapted to the conditions of work at Polish universities; 68.92% of respondents stated that the CQI methods may be perceived as a concept of improvement of the quality of a university institution; 89.86% of respondents believe that the CQI methods are appropriate on the concept of the improvement of the quality of given classes/lectures. Novelty: The value of this paper is a contribution to the debate on needs and improving the quality of education at Polish universities.
摘要研究背景:全面质量管理(TQM)是指以戴明周期为基础的对质量的持续追求为重要假设的组织管理。尽管高等教育中的“产品”与工业中的“产品”不同,但通过应用全面质量管理方法,高等教育可以在质量和授课方式以及行政工作方面得到改善。目的:在罗兹大学进行的研究的主要目的是确定和比较影响学生和讲师对波兰高等教育中引入CQI方法的可能性和有效性评估意见的决定因素。研究方法:采用多元统计方法-聚类分析进行分析和交叉制表。结果:罗兹大学师生对CQI方法给予积极评价。研究表明,CQI概念的大多数假设都可以适应波兰大学的工作条件;68.92%的受访者表示,CQI方法可被视为一种改善大学院校质量的概念;89.86%的受访者认为CQI方法在提高课堂/讲座质量的概念上是合适的。新颖性:本文的价值是对波兰大学的需求和提高教育质量的辩论的贡献。
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引用次数: 2
Impact of Government Health Expenditure on Health Outcomes in the West African Sub-Region 西非分区域政府卫生支出对卫生成果的影响
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0004
R. Mustapha, S. Onikosi-Alliyu, A. Babalola
Abstract Research background: Health outcome such as infant mortality rate is an important measure of the standard of living. It is a part of Millennium Development Goals, which all countries of the World strive to achieve, by allocating enormous economic resources to the health sector respectively. Purpose: The study assessed the impact of government expenditure on health and on health outcome (infant mortality rate) in the West Africa Sub-region. Research methodology: Secondary data were collected from 2000 to 2015 on thirteen countries in the Sub-region. Owing to the fact that the nature of the data involved is macro-panel data, the study performed the pre-estimation test (such as panel unit-root test and co-integration test) to ascertain the time series properties of the series. Based on the results of the pre-estimation tests, the work employed the fully modified ordinary least square (FMOLS). Results: It is found in the study that public health spending has an indirect impact on infant mortality rate in the West Africa Sub-region. Novelty: No extant study examined the impact of public expenditure on health and on maternal mortality rate using the West Africa Sub-region as an area of coverage. This study employed a fully modified OLS (FMOLS) to assess the impact of public expenditure on health and on infant mortality rate in the West Africa Sub-region.
摘要研究背景:婴儿死亡率等健康结局是衡量生活水平的重要指标。这是千年发展目标的一部分,世界各国都在努力实现这些目标,分别向卫生部门分配巨额经济资源。目的:本研究评估了西非分区域政府支出对卫生和卫生结果(婴儿死亡率)的影响。研究方法:从2000年至2015年收集了该次区域13个国家的二手数据。由于所涉及的数据性质为宏观面板数据,本研究通过预估计检验(如面板单位根检验和协整检验)来确定序列的时间序列性质。基于预估计检验的结果,本文采用了完全修正的普通最小二乘法(FMOLS)。结果:研究发现,公共卫生支出对西非次区域婴儿死亡率有间接影响。新颖性:目前没有一项研究以西非分区域为研究范围,审查公共支出对保健和孕产妇死亡率的影响。本研究采用一种完全修正的OLS (FMOLS)来评估公共支出对西非分区域卫生和婴儿死亡率的影响。
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引用次数: 2
Oil Prices and the Algerian Exchange Rate: Is there any Difference with Hidden Co-Integration? 石油价格与阿尔及利亚汇率:隐含协整是否有差异?
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0001
Ayad Hicham
Abstract Research background: The aim of this paper is to examine the long run relationship among oil prices and the Algerian Dinar exchange rate over the period January 1995–February 2020 in Algeria as one of the most important oil-exporting countries and one of the OPEC members. Purpose: This study investigated the co-integration relationship between oil prices and exchange rate in Algeria by testing the long-run relationship between the two variables and their positive and negative shocks. Research methodology: the study applied both the traditional co-integration analysis using Engle-Granger, Phillips-Ouliaris and Johansen-Juselius tests and the hidden co-integration presented by Granger and Yoon (2002). Results: The results revealed that there is no evidence of a co-movement and linkage between oil prices and exchange rate in Algeria over the period of study neither with the original series nor between the cumulative components whatever the dependent variable. Novelty: This paper fills in the missing link between the Algerian Dinar exchange rate and oil prices especially with the absence of the hidden co-integration analysis in the case of Algeria and most of the developing countries. To deal with the oil shocks according to Apergis and Miller (2007) and Narayan and Gupta (2015) studies where when they suggested distinguishing between the negative and positive oil price shocks because the asymmetric effect on the macroeconomic variables.
摘要研究背景:本文的目的是研究1995年1月至2020年2月期间阿尔及利亚作为最重要的石油出口国之一和欧佩克成员国之一的油价与阿尔及利亚第纳尔汇率之间的长期关系。目的:本研究通过检验阿尔及利亚石油价格与汇率之间的长期关系以及它们的正冲击和负冲击,来考察阿尔及利亚石油价格与汇率之间的协整关系。研究方法:本研究既采用了传统的Engle-Granger、Phillips-Ouliaris和Johansen-Juselius检验的协整分析,也采用了Granger和Yoon(2002)提出的隐性协整分析。结果:结果显示,在研究期间,阿尔及利亚的油价和汇率之间没有共同运动和联系的证据,既不是与原始系列,也不是与任何因变量之间的累积成分。新颖之处:本文填补了阿尔及利亚第纳尔汇率与石油价格之间缺失的联系,特别是在阿尔及利亚和大多数发展中国家的情况下,缺乏隐藏的协整分析。根据Apergis和Miller(2007)以及Narayan和Gupta(2015)的研究,为了应对石油冲击,他们建议区分负面和积极的油价冲击,因为对宏观经济变量的不对称影响。
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引用次数: 5
Consumer Innovativeness and Personal Characteristics – A Study Among the Inhabitants of the Poznań Agglomeration 消费者创新与个人特征——对波兹纳斯城市群居民的研究
Pub Date : 2021-06-01 DOI: 10.2478/foli-2021-0003
Szymon Michalak, Paweł Bartkowiak
Abstract Research background: One of the main ways companies gain and maintain a competitive advantage in many markets is to introduce product innovations. The degree of their acceptance by consumers is determined by many factors, among which the level of consumer innovativeness is of great importance. The paper presents the results of a study on consumer innovativeness of the adult inhabitants of the Poznań agglomeration. Purpose: The main purpose of the study was to recognize the relationship between consumer innovativeness and consumer’s personal characteristics and to advance knowledge regarding consumer innovativeness. Research methodology: The research was carried out using the direct interview technique with the use of an interview questionnaire, on a sample of 795 adult inhabitants of the Poznań agglomeration. Results: The results show that there is a directly proportional relationship between consumer innovativeness and education or material status and an inversely proportional relationship between consumer innovativeness and age in the pro-innovative dimension. The results indicate that there are statistically significant differences in consumer innovativeness between groups based on respondents’ personal characteristics – gender, age, level of education and material situation. The results however are ambiguous. Novelty: The novelty of the study is based on the verification of the relations between consumer innovativeness and their selected personal characteristics, with the example of Poland.
摘要研究背景:企业在许多市场中获得和保持竞争优势的主要途径之一是引入产品创新。它们被消费者接受的程度是由许多因素决定的,其中消费者的创新水平是非常重要的。本文介绍了对波兹纳斯城市群成年居民消费创新能力的研究结果。目的:本研究的主要目的是认识消费者创新与消费者个人特征之间的关系,并推进有关消费者创新的知识。研究方法:本研究采用直接访谈法,使用访谈问卷,对波兹纳斯城市群的795名成年居民进行了抽样调查。结果:在支持创新维度上,消费者创新与教育程度或物质状况成正比关系,与年龄成反比关系。结果表明,基于被调查者的个人特征——性别、年龄、受教育程度和物质状况,不同群体的消费者创新能力存在显著的统计学差异。然而,结果是模棱两可的。新颖性:本研究的新颖性是基于验证消费者创新性与其所选择的个人特征之间的关系,并以波兰为例。
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引用次数: 1
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Folia Oeconomica Stetinensia
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