Fiscal Awareness: A Study of Female versus Male Attitudes Towards Tax Fraud in Spain

Author(s):  
Gloria Alarcón García ◽  
Arielle Beyaert ◽  
Laura de Pablos
Keyword(s):  
2019 ◽  
Vol 11 (4) ◽  
pp. 86 ◽  
Author(s):  
César Pérez López ◽  
María Delgado Rodríguez ◽  
Sonia de Lucas Santos

The goal of the present research is to contribute to the detection of tax fraud concerning personal income tax returns (IRPF, in Spanish) filed in Spain, through the use of Machine Learning advanced predictive tools, by applying Multilayer Perceptron neural network (MLP) models. The possibilities springing from these techniques have been applied to a broad range of personal income return data supplied by the Institute of Fiscal Studies (IEF). The use of the neural networks enabled taxpayer segmentation as well as calculation of the probability concerning an individual taxpayer’s propensity to attempt to evade taxes. The results showed that the selected model has an efficiency rate of 84.3%, implying an improvement in relation to other models utilized in tax fraud detection. The proposal can be generalized to quantify an individual’s propensity to commit fraud with regards to other kinds of taxes. These models will support tax offices to help them arrive at the best decisions regarding action plans to combat tax fraud.


2021 ◽  
Vol 13 (9) ◽  
pp. 4768
Author(s):  
Anna Kowal ◽  
Grzegorz Przekota

The effectiveness of the tax system can be analysed in various ways. According to the authors one of manifestations of such effectiveness is resistance to tax evasion. This phenomenon is influenced by multiple factors, with few being the level of VAT rates and the number of rates in force in the country concerned. The aim of the considerations is therefore to analyse how the standard VAT rate as well as the number of rates affect the effectiveness of this tax. The research was based on a literature query in the field of value added tax in the European Union. In addition, the problem of tax evasion was indicated and the aggregated data on the size of the tax gap in the Member States were presented. Then, there are the results of the research for 27 European Union countries for 2011–2019. The efficiency of VAT collection was modelled using square function, determining the significance of the parameters of this function, as well as the value of abscissa, which made it possible to group the countries based on how they maintained the efficiency of VAT collection over the analysed period of time. The final part of the study concentrates on the relationship between the efficiency of tax collection and the amount of both the basic rate and the number of rates. The conclusions of the research are as follows: a tax system with a small number of reduced rates, and preferably with one relatively low standard rate, is the system least susceptible to tax fraud. The research also shows a positive correlation between the value of the basic VAT rate along with the number of preferential rates and the scale of the tax gap, i.e., in countries with a higher standard VAT rate and a greater number of preferential rates, the tax gap is greater. The study will enable further investigation into the strategy of determining the optimal VAT rate and the process of its unification. Proposed changes may contribute to increasing the efficiency of VAT administration in EU countries, reducing the shadow economy, tax fraud and positively influencing economic growth.


Author(s):  
Matei Olaru

This research is among the first to explore the phenomenon of off-duty conduct and its implications for organizations and their employees. This research reviewed cases of offdutyconduct to understand the nature of conduct that faced arbitration, the discipline imposed for the conduct, and the arguments made by the parties about the impact of theconduct on the organization itself. In 1967, a case in Ontario (Re Millhaven Fibres Ltd. & Oil, Chemical and Atomic Workers I.U. Loc. 9-670,[[1967] O.L.A.A. No. 4]) set out five factors to evaluate the impact of an employee’s off-duty conduct on the organization. Analysis was based on explicit mention of one or more Millhaven principles. The research included 116 diverse Canadian arbitration cases. Examples of infractions in the sample pool include: theft, drug trafficking, vandalism, assault, tax fraud, murder, sexual assault, drug manufacturing, impaired driving, political protest, and defamatory statements. Trend analyses led to the preliminary conclusion that employers will use reputational damage (one of the five Millhaven principles) as an umbrella defense in arbitration. These findings raise the question of the effectiveness of the reputation Millhaven principle as a valid argument. The initial findings from this   research also shed some light on organizations’ reactions to the off-duty conduct of their employees. Further research of interest will include a larger sample with reputation specific grievances to determine if an  abnormally large number of reputation-based grievances are allowed.


2019 ◽  
Vol 71 ◽  
pp. 102-116 ◽  
Author(s):  
Jonathan Farrar ◽  
Cass Hausserman ◽  
Morina Rennie

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