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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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Chart of the Week

The 10 Breakthrough Technologies That Will Define 2019

Which innovations will dominate headlines in 2019? According to Bill Gates, watch for these 10 breakthrough technologies to change the world.

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The 10 Breakthrough Technologies That Will Define 2019

Gone are the days of turning stones into spears. With the advent of new technologies, we’ve learned to develop tools that not only make living faster and easier every day, but also improve the future of humanity as a whole.

Today’s Chart of the Week draws from the MIT Technology Review, which features Bill Gates’ predictions for the top 10 breakthrough inventions that will capture headlines in 2019.

Top 10 Breakthrough Technologies

1. Gut Probe in a Pill
These swallowable devices can detect and potentially prevent diseases that cause malnutrition and stunted growth in millions of children worldwide.

2. Custom Cancer Vaccines
Personalized cancer vaccines, targeting only the cancerous cells and leave healthy cells alone, could help ensure faster recovery times and pose fewer risks to patients.

3. Meat-free Burgers
Plant-based and lab-grown food products will ideally alleviate the environmental impact of the livestock industry.

4. Smooth-talking AI assistants
The AI assistants of the future will have even more human-like conversations to personally engage customers. Companies would see measurable benefits, with just one breakthrough here garnering a 5% jump in productivity.

5. Sanitation without sewers
Improperly drained sewage causes death in one out of every nine children. Sanitation that doesn’t require sewers would not only prevent exposure diseases but also help turn waste into useful products like fertilizer.

6. ECG on your wrist
While most medical ECGS have up to 12 nodes to detect abnormalities, today’s wearables typically have only one. An ECG on the wrist would help reduce the risk of heart disease by monitoring changes and patterns in daily life.

7. Robot Dexterity
Advancements in robotics will enable the natural dexterity required to complete a greater range of tasks, such as helping an ailing loved one out of bed, doing the laundry, or building toys.

8. Predicting Preemies
Premature births are the leading cause of death for children under five years old. Tests to detect the possibility of a premature birth could be available in doctors’ offices in as little as five years.

9. Carbon Dioxide Catcher
Carbon dioxide catchers filter out CO₂ from the air and capture it for other uses. These include synthetic fuel creation, CO₂ for soft drinks, and plant growth in greenhouses.

10. New-wave Nuclear Power
Traditional nuclear reactors produce ~1,000 megawatts (MW), while these proposed mini-reactors would produce tens of megawatts ─ making them safer, more stable, and more financially viable for potential users.

A Vision for a Better Future

The biggest takeaway?

Seven of the 10 breakthrough technologies stem from the healthtech sector.

While several inventions on this list are years away from becoming a reality, they continue to embody the vision and passion that humans share to create and explore.

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Chart of the Week

How the Modern Consumer is Different

We all have a stereotypical image of the average consumer – but is it an accurate one? Meet the modern consumer, and what it means for business.

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How the Modern Consumer is Different

How the Modern Consumer is Different

There is a prevailing wisdom that says the stereotypical American consumer can be defined by certain characteristics.

Based on what popular culture tells us, as well as years of experiences and data, we all have an idea of what the average consumer might look for in a house, car, restaurant, or shopping center.

But as circumstances change, so do consumer tastes – and according to a recent report by Deloitte, the modern consumer is becoming increasingly distinct from those of years past. For us to truly understand how these changes will affect the marketplace and our investments, we need to rethink and update our image of the modern consumer.

A Changing Consumer Base

In their analysis, Deloitte leans heavily on big picture demographic and economic factors to help in summarizing the three major ways in which consumers are changing.

Here are three ways the new consumer is different than in years past:

1. Increasingly Diverse
In terms of ethnicity, the Baby Boomers are 75% white, while the Millennial generation is 56% white. This diversity also transfers to other areas as well, such as sexual and gender identities.

Not surprisingly, future generations are expected to be even more heterogeneous – Gen Z, for example, identifies as being 49% non-white.

2. Under Greater Financial Pressure
Today’s consumers are more educated than ever before, but it’s come at a stiff price. In fact, the cost of education has increased by 65% between 2007 and 2017, and this has translated to a record-setting $1.5 trillion in student loans on the books.

Other costs have mounted as well, leaving the bottom 80% of consumers with effectively no increase in discretionary income over the last decade. To make matters worse, if you single out just the bottom 40% of earners, they actually have less discretionary income to spend than they did back in 2007.

3. Delaying Key Life Milestones
Getting married, having children, and buying a house all have one major thing in common: they can be expensive.

The average person under 35 years old has a 34% lower net worth than they would have had in the 1990s, making it harder to tackle typical adult milestones. In fact, the average couple today is marrying eight years later than they did in 1965, while the U.S. birthrate is at its lowest point in three decades. Meanwhile, homeownership for those aged 24-32 has dropped by 9% since 2005.

A New Landscape for Business?

The modern consumer base is more diverse, but also must deal with increased financial pressures and a delayed start in achieving traditional milestones of adulthood. These demographic and economic factors ultimately have a ripple effect down to businesses and investors.

How do these big picture changes impact your business or investments?

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