Visualizing Corruption Around the World

Visualizing Corruption Around the World

Growing levels of public sector corruption can stifle a country’s economic growth while also chipping away at political freedom.

Which parts of the world are perceived to be most corrupt – and further, how does this data differ between regions, and how has it trended over time?

The Corruption Perception Index (CPI)

Today’s chart pulls its numbers from the recent 2018 Corruption Perceptions Index report, which has been published by Transparency International annually since 1995. The report scores 180 countries, and is considered the world’s most widely-used barometer for corruption.

However, before we dive in to the data, it’s worth taking a quick look at the methodology behind the report:

Methodology:

• The CPI attempts to measure perceptions about corruption in a country, rather than corruption itself
• Specifically, it is focused on the public sector of countries, which includes governments and government-run institutions
• The CPI is a composite index, using the results from 13 separate reports and surveys to calculate an overall score
• Scores range from 0 (most corrupt) to 100 (most clean)

Finally, it’s also worth noting that in the chart, we’ve added in government types as rated by the Economist Intelligence Unit – they range from “Full Democracy” to “Autocratic Regime”.

The Most and Least Corrupt Places

What do experts and businesspeople see as the most and least corrupt global regions?

Region	Average Score (CPI)
Western Europe & EU	66
Americas	44
Asia Pacific	44
Middle East & North Africa	39
Eastern Europe & Central Asia	35
Sub-Saharan Africa	32
Global	43

Western Europe has the highest score on average, while Sub-Saharan Africa has the lowest (most corrupt) average score. The Americas ranks just above the global average score of 43, mainly because the average is skewed by the lower scores of many countries in Latin America (such as Venezuela) and the Caribbean (such as Haiti).

Now, let’s look at the top 10 countries overall:

Rank	Country	Score (CPI)	Government type	Region
#1	Denmark	88	Full democracy	Western Europe & EU
#2	New Zealand	87	Full democracy	Asia Pacific
#3	Finland	85	Full democracy	Western Europe & EU
#3	Singapore	85	Flawed democracy	Asia Pacific
#3	Sweden	85	Full democracy	Western Europe & EU
#3	Switzerland	85	Full democracy	Western Europe & EU
#7	Norway	84	Full democracy	Western Europe & EU
#8	Netherlands	82	Full democracy	Western Europe & EU
#9	Canada	81	Full democracy	Americas
#9	Luxembourg	81	Full democracy	Western Europe & EU

Here’s also a look at the world’s 20 most populous countries:

As the report notes, the relation between democracy and corruption appears to be quite clear: the more democratic a regime is, the less corrupt it is perceived to be. Using the Economist Intelligence Unit rankings, there are no “Hybrid” or “Autocratic” regimes that come anywhere near the top 10.

The closest may be the U.A.E. – which is classified as an Autocratic Regime – which has a CPI score of 70, good for 23rd place globally.

Trends Over Time

Over the last seven years, the report notes that there were a few specific countries that have consistently trended in one direction or another.

Hungary: The country has seen a -9 point change to its CPI score since 2012, dropping to 46 points in total. That’s just a notch above the global average.

Turkey: Turkey’s rating has deteriorated from 49 to 41 over the 2012-2018 time period.

Argentina: The South American nation has seen its score rise by eight points over the 2012-2018 time period.

Guyana: Guyana has gained nine points – a significant improvement over its original score of 28 at the start of that time period.

What will be the next country to jump up (or down) the list – and what factors will lead to this change in perception?

Note: The color-coding on the map has been updated to better reflect CPI scores. Ukraine was incorrectly classified as an Autocratic Regime.