2015
DOI: 10.1016/j.physa.2015.01.065
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Worldwide clustering of the corruption perception

Abstract: We inspect a possible clustering structure of the corruption perception among 134 countries. Using the average linkage clustering, we uncover a well-defined hierarchy in the relationships among countries. Four main clusters are identified and they suggest that countries worldwide can be quite well separated according to their perception of corruption. Moreover, we find a strong connection between corruption levels and a stage of development inside the clusters. The ranking of countries according to their corru… Show more

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Cited by 20 publications
(16 citation statements)
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“…Corruption is a long-standing problem in human societies, and the search for a better understanding of the processes involved has attracted the attention of scientists from a wide range of disciplines. There are studies about corruption in education systems [11], health and welfare systems [12,13], labour unions [14], religions [15,16], judicial system [6], police [17], and sports [18], to name just some among many other examples [19][20][21][22][23][24][25]. These studies make clear that corruption is widely spread over different segments of our societies in countries all over the world.…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…Corruption is a long-standing problem in human societies, and the search for a better understanding of the processes involved has attracted the attention of scientists from a wide range of disciplines. There are studies about corruption in education systems [11], health and welfare systems [12,13], labour unions [14], religions [15,16], judicial system [6], police [17], and sports [18], to name just some among many other examples [19][20][21][22][23][24][25]. These studies make clear that corruption is widely spread over different segments of our societies in countries all over the world.…”
Section: Introductionmentioning
confidence: 99%
“…According to the 2016-Corruption Perceptions Index [3] (an annual survey carried out by the agency Transparency International), countries in which corruption is more common are located in Africa, Asia, Middle East, South America, and Eastern Europe; while Nordic, North America, and Western Europe countries are usually considered "clean countries" [3]. Countries can also be hierarchically organized according to the Corruption Perceptions Index, forming a non-trivial clustering structure [24].…”
Section: Introductionmentioning
confidence: 99%
“…Indonesia occupies cluster 3a of 4 clusters created (Paulus & Kristoufek, 2015). Thus, the challenges of developing anti-corruption education in Indonesia are far more severe than the insertion of anti-corruption education in other countries.…”
Section: Honesty Centrementioning
confidence: 99%
“…An iterative algorithm employing semi-definite programming was applied in [27]. Moreover, based on hierarchical structures mentioned in [28] and [29], a multi-layer hierarchical structure algorithm was proposed in [30][31][32], which made it available to adjust the convergence speed. However, in practice, the system topology is always determined.…”
Section: Introductionmentioning
confidence: 99%