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Visualizing Corruption Around the World

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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?

RegionAverage Score (CPI)
Western Europe & EU66
Americas44
Asia Pacific44
Middle East & North Africa39
Eastern Europe & Central Asia35
Sub-Saharan Africa32
Global43

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:

RankCountryScore (CPI)Government typeRegion
#1Denmark88Full democracyWestern Europe & EU
#2New Zealand87Full democracyAsia Pacific
#3Finland85Full democracyWestern Europe & EU
#3Singapore85Flawed democracyAsia Pacific
#3Sweden85Full democracyWestern Europe & EU
#3Switzerland85Full democracyWestern Europe & EU
#7Norway84Full democracyWestern Europe & EU
#8Netherlands82Full democracyWestern Europe & EU
#9Canada81Full democracyAmericas
#9Luxembourg81Full democracyWestern Europe & EU

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

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.

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Mapped: The 10 U.S. States With the Lowest Real GDP Growth

In this graphic, we show where real GDP lagged the most across America in 2023 as high interest rates weighed on state economies.

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The Top 10 U.S. States, by Lowest Real GDP Growth

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

While the U.S. economy defied expectations in 2023, posting 2.5% in real GDP growth, several states lagged behind.

Last year, oil-producing states led the pack in terms of real GDP growth across America, while the lowest growth was seen in states that were more sensitive to the impact of high interest rates, particularly due to slowdowns in the manufacturing and finance sectors.

This graphic shows the 10 states with the least robust real GDP growth in 2023, based on data from the Bureau of Economic Analysis.

Weakest State Economies in 2023

Below, we show the states with the slowest economic activity in inflation-adjusted terms, using chained 2017 dollars:

RankStateReal GDP Growth 2023 YoYReal GDP 2023
1Delaware-1.2%$74B
2Wisconsin+0.2%$337B
3New York+0.7%$1.8T
4Missississippi+0.7%$115B
5Georgia+0.8%$661B
6Minnesota+1.2%$384B
7New Hampshire+1.2%$91B
8Ohio+1.2%$698B
9Iowa+1.3%$200B
10Illinois+1.3%$876B
U.S.+2.5%$22.4T

Delaware witnessed the slowest growth in the country, with real GDP growth of -1.2% over the year as a sluggish finance and insurance sector dampened the state’s economy.

Like Delaware, the Midwestern state of Wisconsin also experienced declines across the finance and insurance sector, in addition to steep drops in the agriculture and manufacturing industries.

America’s third-biggest economy, New York, grew just 0.7% in 2023, falling far below the U.S. average. High interest rates took a toll on key sectors, with notable slowdowns in the construction and manufacturing sectors. In addition, falling home prices and a weaker job market contributed to slower economic growth.

Meanwhile, Georgia experienced the fifth-lowest real GDP growth rate. In March 2024, Rivian paused plans to build a $5 billion EV factory in Georgia, which was set to be one of the biggest economic development initiatives in the state in history.

These delays are likely to exacerbate setbacks for the state, however, both Kia and Hyundai have made significant investments in the EV industry, which could help boost Georgia’s manufacturing sector looking ahead.

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