Gini index 1960-2012: Median, maximum and median | Inflection of the trend | Relationship to GWP | 

 

areppim line chart and statistics of Gini index (measure of inequality of income distribution ) median, highest and lowest values from 1960 to 2011. In 2011 as in 1960, strong asymmetry prevailed among the less egalitarian nations (maximum parameter). It is true that inequality has decreased somewhat, but at a snail-slow rate: -0.57% per year. The world at large is not truly becoming more egalitarian — medians move downwards along the full period, although at the low annual rate of -0.69%. But a closer analysis reveals that they are currently moving upwards. Meanwhile the more egalitarian nations were becoming significantly less so.

A look at the Gini index distribution since 1960 reveals two main features:

  1. Globally, incomes were roughly as unequally distributed in 2011 as in 1960.
  2. The more egalitarian nations are becoming significantly less so.

The chart shows the Gini index median, highest and lowest values from 1960 to 2012, and the corresponding regression lines. Although the incompleteness and heterogeneousness of the data command caution, the trends appear quite clearly.

Wealth of individuals cannot be meaningfully measured by GDP (gross domestic product) or other related aggregates per capita, because the latter are arithmetic averages that say nothing of the varying size of each individual's share. The Gini index however reveals how shares of income differ among the population: a low Gini value points towards a comparatively egalitarian distribution, while a high value reveals a lop-sided distribution with a huge gap between the haves and the have-nots.

The evolution of the Gini distribution parameters (maximum, median and minimum) along the years elicits three major inferences:

  1. In 2011 as in 1960, strong asymmetry prevailed among the less egalitarian nations (maximum parameter). It is true that inequality has decreased somewhat, but at a snail pace: -0.57% per year.
  2. The world at large is not truly becoming more egalitarian — medians move slowly downwards along the full period, at the annual rate of -0.69%. But a closer analysis reveals that they have been moving upwards in the last dozen years.
  3. Meanwhile, inequality spreads among the historically more egalitarian nations. The Gini minimum values have regularly increased at the average annual rate of 0.15%, thus slowly bridging the gap to the median. Egalitarian nations have been seduced by the beauties of asymmetry.

The concept of equality — and its corollary inequality — entail high risk when applied to the fight against poverty. They implicitly suggest that equality is the highest good, linearly opposed to the ugliest evil that is inequality. The Gini mathematical construct reinforces this very same idea, suggesting a continuous function between the Gini indexes of zero and of 100. It is not necessarily so from a real world perspective.

Outside the limited area of the basic legal rights — e.g. the right to vote, the right to buy and sell property, the right not to be convicted without trial, etc. — equality is of secondary importance economically, socially and psychologically. The reason is simple. There is a clean break separating misery or extreme poverty, if you prefer, on one side, from the continuum going from poverty to extreme wealth on the other side. The distance between the miserable and the poor is far greater and harder to resolve than the distance between the poor and the extremely rich.

Quoting Charles Péguy, the duty of pulling the extremely poor out of misery, and the duty to share the wealth evenly are not of the same order: the former is a duty of emergency, the latter is a duty of convenience. Indeed, when every man is provided with the real necessary, the bread , the shelter and the book, the distribution of luxury does not matter. Who on earth should care about the distribution of golden faucets in glittering bathrooms ?

Considering equality as the topmost goal is a double mistake. As a target, it is wrong: fairness and decency are key, not equality. As a policy, it is also wrong: the greedy and the grabbers can easily dismiss efforts to promote fraternity with the argument that inequality is a fact of life, it is designed by mother nature itself. Eradicating misery, not achieving equality, that is what society's efforts should aim at. Gini trend analysis suggests that, by misreading the agenda, the world is becoming more unequal, whatever the good intentions.

 

Gini Coefficient
Median, Maximum & Minimum
1960-2012

Year

Median

Maximum

Minimum

196049.068.0Kenya24.6Bulgaria
196143.466.6Peru19.1Czechoslovakia
196239.153.5Sweden19.0Czechoslovakia
196338.758.2New Zealand18.5Czechoslovakia
196435.863.0Kenya18.8Czechoslovakia
196540.967.8Ecuador22.2Bulgaria
196634.856.3New Zealand18.7Czechoslovakia
196737.766.0Kenya19.9Germany
196843.866.3Zimbabwe15.9Bulgaria
196941.968.0Kenya20.9Bulgaria
197042.662.5Ecuador21.5Bulgaria
197143.370.0Kenya21.3Bulgaria
197234.961.0Brazil21.8Bulgaria
197335.665.1Jamaica15.0Portugal
197441.069.0Kenya20.2Bulgaria
197542.559.3Gabon17.8Bulgaria
197636.468.0Kenya18.4Bulgaria
197740.163.2Gabon18.6China
197834.256.0Brazil18.0Australia
197939.758.9Brazil19.0Australia
198036.665.5Jamaica19.9Sweden
198129.357.9Brazil19.7Sweden
198234.457.3Kenya19.9Sweden
198334.057.3Kenya19.4Sweden
198433.157.7Brazil20.4Sweden
198534.559.9Malawi19.9Czechoslovakia
198632.258.1Brazil16.6Luxembourg
198733.360.9Lesotho19.4Slovak Republic
198831.160.9Brazil19.4Czech Republic
198931.062.9Sierra Leone18.3Slovak Republic
199031.863.0South Africa18.0Slovak Republic
199132.760.5Zambia17.2Portugal
199235.761.3Central African Republic19.5Slovak Republic
199335.574.3Namibia18.3Slovak Republic
199439.060.7Swaziland20.9Finland
199536.870.3Zimbabwe21.6Czech Republic
199636.059.1Brazil22.1Finland
199734.859.2Brazil23.5Finland
199836.859.0Brazil21.2Czech Republic
199934.060.0Lesotho23.2Czech Republic
200036.361.7Bolivia23.1Czech Republic
200135.659.5Haiti23.7Czech Republic
200235.960.1Bolivia23.4Czech Republic
200338.861.8Ecuador24.3Slovenia
200436.764.3Comoros23.0Sweden
200536.056.7Honduras23.0Sweden
200634.258.5Colombia24.0Denmark, Slovenia, Sweden
200739.165.8Seychelles28.1Slovak Republic
200837.661.3Honduras26.9Slovak Republic
200942.463.1South Africa26.0Slovak Republic
201039.457.5Colombia24.2Bangladesh
201134.550.8Rwanda26.5Belarus
2012n/an/a n/a 
Average annual change rate -0.69%-0.57% 0.15% 
Slope of the regression line-0.091-0.079 0.116 

 

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line chart of median values and regression lines of gini index from 1960 to 1989 and 1990 to 2011, showing an initial downward trend followed by an upward trend, after reaching the inflection point in 1989

The Gini median for the period 1960 to 2011 breaks down into two distinct periods: the line follows a downward trend from 1960 through the 1980s, reaches the inflection point in 1989, and moves upwards thereafter. The first 30-year period (blue line; slope of the linear regression: -0.38%) indicates a trend towards a more egalitarian pattern. From 1990 onwards (red line; slope: 0.19), inequality reasserts itself, the line taking an ascending path. In other words, inequality remained quite resilient, and successfully reversed the egalitarian trend that had prevailed from 1960 to 1989. Relating the trend reversal to key events of the late 1980s, namely the fall of the Berlin wall, the collapse of the Soviet Union, the triumph of right wing economic policy, and the alleged "End of History" may trigger amusing thoughts.

So, inequality is triumphant — but why should one care? Setting aside the intricacies of the debate around egalitarianism or non-egalitarianism, one can point out three fairly good reasons for feeling concerned.

  1. The humanistic reason. Many of us consider improper of the human condition and simply unacceptable the situation whereby some fellow humans are kept in the hell of extreme poverty, without a glimpse of a chance of ever escaping therefrom, while others lavishly spend inexhaustible riches to indulge in egotistic or self-aggrandizing pleasures, including spectacular charitable giving.
  2. The social reason. A society where the better-offs are immune to solidarity and co-operation, and remain aloof to the misery of the worse-offs, rushes straight against the wall. The spiral of oppression, rebellion, retribution and retaliation is inescapable. Unfairness breeds generalized violence.
  3. The economics reason. Although economists used to purport that economics couldn't and should not delve into ethics or sociology, today's mainstream economics acknowledges that inequality may affect a country's development prospects in many adverse ways. It may lead to inefficient allocation of resources that restrain economic development. It may strangle the access to credit, assets, or basic infrastructure. It may stifle entrepreneurial initiative. And it may facilitate the emergence of power groups capable of perpetuating asymmetries in status and wealth, which in turn are bad for investment, innovation, and risk-taking. In short, inequality is a bad policy.

The economics argument helps to understand the shift taken since the late 1990s by the world economy governance from a focus on structural adjustment (basically meaning spending cuts and belt tightening), to the longer-term concern with the reduction of poverty and inequality (World Bank, 2006. World Development Report 2006 “Equity and Development”). Alas, as suggested by the trend inflection, that concern sounds like baloney: inequality is on the rise.

 

Gini Coefficient Median
1960 - 2012

Year

Gini Median

196049.0
196143.4
196239.1
196338.7
196435.8
196540.9
196634.8
196737.7
196843.8
196941.9
197042.6
197143.3
197234.9
197335.6
197441.0
197542.5
197636.4
197740.1
197834.2
197939.7
198036.6
198129.3
198234.4
198334.0
198433.1
198534.5
198632.2
198733.3
198831.1
198931.0
199031.8
199132.7
199235.7
199335.5
199439.0
199536.8
199636.0
199734.8
199836.8
199934.0
200036.3
200135.6
200235.9
200338.8
200436.7
200536.0
200634.2
200739.1
200837.6
200942.4
201039.4
201134.5
2012n/a
Slope 1960-1989-0.38
Slope 1990-20110.19

 

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   Gini index 1960-2012: Median, maximum and median | Inflection of the trend |  | Relationship to GWP | top

 

 

line chart of median values and regression lines of gini index from 1960 to 2012. The gross world product (GWP) has increased by US$44 trillion or five fold from 1960 to 2012 — at an annual average rate of 3.5% (in US constant dollars, 2005=100). This surge of affluence could have induced not only a decrease of world poverty, but also a narrowing of the inequality gap. Today, the results are mixed to say the least

The gross world product (GWP) has increased by US$44 trillion or five fold from 1960 to 2012 — at an annual average rate of 3.5% (in US constant dollars, 2005=100). This surge of affluence should have induced not only a decrease of world poverty, but also a narrowing of the inequality gap.

Since the 1960s, the concepts of solidarity and co-operation have been reinvented as the building blocks of a prosperous and healthy society. Such social-ethnologists as Marcel Mauss, showing how gift exchanges create bonds that reinforce the social fabric, were brought back to the front stage of the societal debate. Political scientists and game theorists demonstrated that cooperation and trust can win over pure competitive strategies. Economists showed that fairness and cooperation can be not only closer to human nature than the selfish homo economicus of classical economics, but also more congruent with Darwinian success-breeding altruistic behaviors. Also, for quite a while, fear of socialism induced hardliners to give away a few crumbs in exchange for a portion of social consensus. In synch with these lines of thinking, international organizations, national governments and non-governmental organizations intensified action plans to allegedly enhance social cohesion, solidarity and fairness.

On early September 2000, a small crowd of world leaders met in the United Nations (UN) Headquarters in New York to hold the so-called Millennium Summit, the output of which was a set of 8 Millennium Development Goals (MDGs) with, at the topmost position, the aim "To eradicate extreme poverty and hunger" by 2015.

Today, the results are mixed to say the least. The World Bank (WB), while claiming that "the world has become considerably less poor in the past three decades", concedes that "global income inequality increased slightly between the late 1980s and the middle of the last decade ... Citizens and policy makers alike are concerned with growing income disparities. " (World Bank 2012. Inequality In Focus, Vol 1, Nbr 1, April 2012). While the chasm between the well-paid and the low-paid deepens and the number and wealth of billionaires go through the roof, the UN acknowledge that 1.2 billion people are still living in extreme poverty, 60.9 per cent of workers in the developing world still live on less than $4 a day, the proportion of undernourished people worldwide is 15 percent or 870 million people (The Millennium Development Goals Report 2013, United Nations, 2013), and the number of unemployed people has increased by 131.8 million since 2007, leaving 201.8 million people without jobs in 2013 (Global Employment Trends 2014, ILO, 2014). How can we reconcile the official good-intentions with such a modest performance ?

  1. A possible explanation is that the official rhetoric is just that. Indeed, abundant criticism has been addressed to International Monetary Fund (IMF), WB, Organization for Economic Cooperation and Development (OECD) and other such promoters and advocates of the war on poverty. Is their commitment to the heralded goals genuine, or are these at best a "communication" smoke screen in support of the hijacking of the world riches by the installed powers?
  2. The concept of diminishing returns has been central in micro-economics. It explains that, in a situation where some factors are constrained (e.g. land, machinery), the yield of a variable input (e.g. work) tends to shrink in terms of output per additional unit employed, leading to a double penalty of lower productivity and rising costs. Equilibrium is achieved by optimizing the use of inputs. Beyond this point, only inefficiency and decay should be expected. However, in the late 20th century, a new environment emerged capable of exhibiting behaviors of increasing returns. In electronics-based businesses, product unit costs tend to zero, allowing the big to grow bigger and the strong, stronger (think of Google or Amazon). The system breeds inequality: trying to reduce it is both pointless and risky for the leading contenders.
  3. Another driver of inequality has emerged in the form of the "winner takes all" economy. In the classic supply-and-demand model, the market should adjust the price of any good or service to the latter's ability to perform. Higher grade, higher price, weaker demand, and conversely. There was room for a range of economic participants with different profiles, each one responding to different demand specifications as to capacity, quality, and price ranges. The "winner takes all" economy rewards only relative performance: the winner commands high price and a growing market share because of just being number one, whatever the performance margin to the number two. Little or nothing is left to the followers. Inequality becomes the rule. Changes of relative positions become rare or take place extremely slowly — compare the prestige and paycheck of the top performer of your favorite sport, the top pop star, or the top heart surgeon to those of their followers.

These underlying forces generate strong social and economical inefficiencies. Even supposing that the UN, IMF, WB, OECD and others' efforts to promote fairness and eradicate poverty are authentic and unbiased, it seems naive to expect much change. Their programs do not impact the deep-rooted system behavior that lavishly rewards the heavy weights while ignoring the crowds, that worships the winners while looking upon the masses as non-deserving, self-made, despicable losers. Which leaves us with two unanswered questions: how to build long-term prosperity on such a lopsided foundation? For how long will the outcasts shy away from reclaiming their fair share of the cake?

 

Gini Coefficient Median
compared to
Gross World Product (GWP)
1960-2012

Year

GWP
$US trillion (constant_2005=100)

Gini Median

19609.1949.00
19619.5843.42
196210.1139.10
196310.6438.65
196411.3435.80
196511.9840.85
196612.6834.83
196713.2437.70
196814.0443.78
196914.8641.94
197015.4542.64
197116.0643.32
197216.9634.90
197318.0535.61
197418.3841.00
197518.5442.45
197619.4936.44
197720.2740.10
197821.1434.22
197921.9939.71
198022.3936.65
198122.8529.35
198222.9434.36
198323.5534.05
198424.6633.10
198525.6034.54
198626.4332.16
198727.3533.31
198828.6231.15
198929.6930.95
199030.5431.75
199130.9532.70
199231.5335.68
199332.0335.53
199433.0439.00
199534.0136.80
199635.1236.00
199736.4334.81
199837.3336.75
199938.5834.00
200040.2236.30
200140.9135.59
200241.7635.91
200342.9238.84
200444.7136.70
200546.3336.00
200648.2234.21
200750.1339.09
200850.8537.57
200949.7842.36
201051.7739.37
201153.2434.48
201254.48n/a
Annual average change3.50%-0.69%
Change44.0-14.5
Change in percent479.4%-29.6%

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Sources: see World Bank, and UN University, World Income Inequality Database.

 

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