2019
DOI: 10.1108/medar-02-2018-0298
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Visualization of tax avoidance and tax rate convergence

Abstract: Purpose This study aims to explore the evidence of the probability of firms’ tax avoidance and the downward convergence trend of national statutory tax rates and firms’ effective tax rates. Design/methodology/approach This research employs exploratory data analysis using interactive data manipulation and visualization tools, namely, R with SparkR, dplyr, ggplot2 and googleVis (GeoChart and Motion Chart) packages. This analysis is based on the world-scale accounting data of all listed firms from 148 countries… Show more

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Cited by 10 publications
(12 citation statements)
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“…In so doing, the authors suggest that paper provides an example of responding to calls for accounting to enhance welfare and speak truth (Gray et al, 2019). Specifically, Saka et al (2019) examine tax data from 148 countries over a 30 year period. By deploying interactive data visualisation tools, the authors extend prior studies to present evidence for both corporate tax avoidance and the downward convergence of tax rates.…”
Section: The Contribution Of the Articles In This Special Issuementioning
confidence: 99%
See 1 more Smart Citation
“…In so doing, the authors suggest that paper provides an example of responding to calls for accounting to enhance welfare and speak truth (Gray et al, 2019). Specifically, Saka et al (2019) examine tax data from 148 countries over a 30 year period. By deploying interactive data visualisation tools, the authors extend prior studies to present evidence for both corporate tax avoidance and the downward convergence of tax rates.…”
Section: The Contribution Of the Articles In This Special Issuementioning
confidence: 99%
“…More broadly Saka et al (2019) show the potential for the new vanguard of data visualisation tools to benefit accounting research. As Saka et al (2019, p. xx) point out, visualisation "can give a new worldview, revealing unexpected patterns and trends in otherwise hidden information".…”
Section: The Contribution Of the Articles In This Special Issuementioning
confidence: 99%
“…In fact, accounting and taxes rely on different regulations; however, digital vehicles accelerate the updating and institutional crossing of information (Nyaribo 2016), making information more accessible and, in turn, more difficult to incur on earning management activities. For this purpose, we use deferred taxes and earning persistence following prior studies (Hanlon 2005;Blaylock et al 2012;Saka et al 2019;Koubaa and Anis 2015;Marques et al 2016;Kimouche 2022). Our evidence suggests that when the deductible temporary differences increase, leading to deferred tax assets, earnings' persistence decreases, showing that deductible temporary tax differences may be a possible mechanism of earnings management.…”
Section: Introductionmentioning
confidence: 90%
“…Tax avoidance deprives countries of revenues necessary to fund these public services. While tax avoidance has started to gain increasing traction in the accounting literature (see, for example, Addison and Mueller, 2015; Sikka, 2015; Dallyn, 2017; Saka et al , 2019) and extractive industries literature (Lauwo and Otusanya, 2014; Bourgain and Zanaj, 2020; Bertinelli et al , 2022; Ezenagu, 2021; Adebayo et al , 2021; Khan, 2019; Murphy, 2012), there has been a noticeable lack of crossover of accounting research dealing with tax avoidance in the extractive industries sector (a rare exception is Finér and Ylönen, 2017).…”
Section: Shadow and Counter Accounting In The Extractive Industriesmentioning
confidence: 99%