Showing posts with label inequality. Show all posts
Showing posts with label inequality. Show all posts

Wednesday, June 23, 2021

23/6/21: Covid19 Deaths and Income Inequality

 

An interesting, although intuitively straight forward note on the determinants of Covid19 deaths: https://twitter.com/youyanggu/status/1407418434955005955

As Youyang Gu @youyanggu states, "I believe income inequality is the single best predictor of total Covid deaths in the US. Not income, but income *inequality*. The R^2 is surprisingly high: 0.35."

There are some potentially important issues with this analysis (some are explored here: https://github.com/jsill/usstatecovidanalysis/blob/main/usStateCovidAnalysis.pdf), but the conclusion seems to be qualitatively robust. 


Monday, June 8, 2020

8/6/20: 30 years of Financial Markets Manipulation


Students in my course Applied Investment and Trading in TCD would be familiar with the market impact of the differential bid-ask spreads in intraday trading. For those who might have forgotten, and those who did not take my course, here is the reminder: early in the day (at and around market opening times), spreads are wide and depths of the market are thin (liquidity is low); late in the trading day (closer to market close), spreads are narrow and depths are thick (liquidity is higher). Hence, a trading order placed near market open times tends to have stronger impact by moving the securities prices more; in contrast, an equally-sized order placed near market close will have lower impact.

Now, you will also remember that, in general, investment returns arise from two sources: 
  1. Round-trip trading gains that arise from buying a security at P(1) and selling it one period later at P(2), net of costs of buy and sell orders execution; and 
  2. Mark-to-market capital gains that arise from changes in the market-quoted price for security between times P(1) and P(2+).
The long-running 'Strategy' used by some institutional investors is, therefore as follows: 
Here is the illustration of the 'Strategy' via Bruce Knuteson paper "Celebrating Three Decades of Worldwide Stock Market Manipulation", available here: https://arxiv.org/pdf/1912.01708.pdf.
  • Step 1: Accumulate a large long portfolio of assets;
  • Step 2: At the start of the day, buy some more assets dominating your portfolio at P(1) - generating larger impact of your buy orders, even if you are carrying a larger cost adverse to your trade;
  • Step 3: At the end of the day, sell at P(2) - generating lower impact from your sell orders, again carrying the cost.

On a daily basis, you generate losses in trading account, as you are paying higher costs of buy and sell orders (due to buy-sell asymmetry and intraday bid-ask spreads differences), but you are also generating positive impact of buy trades, net of sell trades, so you are triggering positive mark-to-market gains on your original portfolio at the start of the day.

Knuteson shows that, over the last 30 years, overnight returns in the markets vastly outstrip intraday returns. 



Per author, "The obvious, mechanical explanation of the highly suspicious return patterns shown in Figures 2 and 3 is someone trading in a way that pushes prices up before or at market open, thus causing the blue curve, and then trading in a way that pushes prices down between market open (not including market open) and market close (including market close), thus causing the green curve. The consistency with which this is done points to the actions of a few quantitative trading firms rather than
the uncoordinated, manual trading of millions of people."

Sounds bad? It is. Again, per Knuteson: "The tens of trillions of dollars your use of the Strategy has created out of thin air have mostly gone to the already-wealthy: 
  • Company executives and existing shareholders benefi tting directly from rising stock prices; 
  • Owners of private companies and other assets, including real estate, whose values tend to rise and fall with the stock market; and 
  • Those in the financial industry and elsewhere with opportunities to privatize the gains and socialize the losses."

These gains to capital over the last three decades have contributed directly and signi ficantly to the current level of wealth inequality in the United States and elsewhere. As a general matter, widespread mispricing leads to misallocation of capital and human effort, and widespread inequality negatively a effects our social structure and the perceived social contract."

Friday, May 3, 2019

3/5/19: The Rich Get Richer when Central Banks Print Money



The Netherlands Central Bank has just published a fascinating new paper, titled "Monetary policy and the top one percent: Evidence from a century of modern economic history". Authored by Mehdi El Herradi and Aurélien Leroy, (Working Paper No. 632, De Nederlandsche Bank NV: https://www.dnb.nl/en/binaries/Working%20paper%20No.%20632_tcm47-383633.pdf), the paper "examines the distributional implications of monetary policy from a long-run perspective with data spanning a century of modern economic history in 12 advanced economies between 1920 and 2015, ...estimating the dynamic responses of the top 1% income share to a monetary policy shock." The authors "exploit the implications of the macroeconomic policy trilemma to identify exogenous variations in monetary conditions." Note: the macroeconomic policy trilemma "states that a country cannot simultaneously achieve free capital mobility, a fixed exchange rate and independent monetary policy".

Per authors, "The central idea that guided this paper’s argument is that the existing literature considers the distributional effects of monetary policy using data on inequality over a short period of time. However, inequalities tend to vary more in the medium-to-long run. We address this shortcoming by studying how changes in monetary policy stance over a century impacted the income distribution while controlling for the determinants of inequality."

They find that "loose monetary conditions strongly increase the top one percent’s income and vice versa. In fact, following an expansionary monetary policy shock, the share of national income held by the richest 1 percent increases by approximately 1 to 6 percentage points, according to estimates from the Panel VAR and Local Projections (LP). This effect is statistically significant in the medium run and economically considerable. We also demonstrate that the increase in top 1 percent’s share is arguably the result of higher asset prices. The baseline results hold under a battery of robustness checks, which (i) consider an alternative inequality measure, (ii) exclude the U.S. economy from the sample, (iii) specifically focus on the post-WWII period, (iv) remove control variables and (v) test different lag numbers. Furthermore, the regime-switching version of our model indicates that our conclusions are robust, regardless of the state of the economy."

In other words, accommodative monetary policies accommodate primarily those with significant starting wealth, and they do so via asset price inflation. Behold the summary of the last 10 years.

Sunday, April 8, 2018

8/4/18: Talent vs Luck: Differentiating Success from Failure


In their paper, "Talent vs Luck: the role of randomness in success and failure", A. Pluchino. A. E. Biondo, A. Rapisarda (25 Feb 2018: https://arxiv.org/pdf/1802.07068.pdf) tackle the mythology of the "dominant meritocratic paradigm of highly competitive Western cultures... rooted on the belief that success is due mainly, if not exclusively, to personal qualities such as talent, intelligence, skills, efforts or risk taking".

The authors note that, although "sometimes, we are willing to admit that a certain degree of luck could also play a role in achieving significant material success, ...it is rather common to underestimate the importance of external forces in individual successful stories".

Some priors first: "intelligence or talent exhibit a Gaussian distribution among the population, whereas the distribution of wealth - considered a proxy of success - follows typically a power law (Pareto law). Such a discrepancy between a Normal distribution of inputs, suggests that some hidden ingredient is at work behind the scenes."

The authors show evidence that suggests that "such an [missing] ingredient is just randomness". Or, put differently, a chance.

The authors "show that, if it is true that some degree of talent is necessary to be successful in life, almost never the most talented people reach the highest peaks of success, being overtaken by mediocre but sensibly luckier individuals."

Two pictures are worth a 1000 words, each:

Figure 5 taken from the paper shows:

  • In panel (a): Total number of lucky events and
  • In panel (b): Total number of unlucky events 

Both are shown as "function of the capital/success of the agents"


Overall, "the plot shows the existence of a strong correlation between success and luck: the most successful individuals are also the luckiest ones, while the less successful are also the unluckiest ones."

Figure 7 shows:
In panel (a): Distribution of the final capital/success for a population with different random initial conditions, that follows a power law.
In panel (b): The final capital of the most successful individuals is "reported as function of their talent".

Overall, "people with a medium-high talent result to be, on average, more successful than people with low or medium-low talent, but very often the most successful individual is a moderately gifted agent and only rarely the most talented one.


Main conclusions on the paper are:

  • "The model shows the importance, very frequently underestimated, of lucky events in determining the final level of individual success." 
  • "Since rewards and resources are usually given to those that have already reached a high level of success, mistakenly considered as a measure of competence/talent, this result is even a more harmful disincentive, causing a lack of opportunities for the most talented ones."

The results are "a warning against the risks of what we call the ”naive meritocracy” which, underestimating the role of randomness among the determinants of success, often fail to give honors and rewards to the most competent people."

Wednesday, July 20, 2016

20/7/16: McKinsey's "Generation Worse"...


A new study from McKinsey looks at the cross-generational distribution of income as a form of new ‘inequality’, in words of the authors: “an aspect of inequality that has received relatively little attention, perhaps because prior to the 2008 financial crisis less than 2 percent of households in advanced economies were worse off than similar households in previous years. That has now changed: two-thirds of households in the United States and Western Europe were in segments of the income distribution whose real market incomes in 2014 were flat or had fallen compared with 2005.”

In other words, McKinsey folks are looking at the “proportion of households in advanced economies with flat or falling incomes” - the generational cohorts that are no better than their predecessors.

Key findings are frightening: “Between 65 and 70 percent of households in 25 advanced economies, the equivalent of 540 million to 580 million people, were in segments of the income distribution whose real market incomes—their wages and income from capital—were flat or had fallen in 2014 compared with 2005. This compared with less than 2 percent, or fewer than ten million people, who experienced this phenomenon between 1993 and 2005.”

So that promise of the ‘sharing economy’ and the ‘gig-economy’ where people today are enabled to derive income (and thus wealth) from hereto under-utilised ‘assets’… pwah! not doing much. The ‘most empowered’ - web and gig-economy wise cohorts? Ah, they are actually the “worst-hit” ones. “Today’s younger generation is at risk of ending up poorer than their parents. Most population segments experienced flat or falling incomes in the 2002–12 decade but young, less-educated workers were hardest hit”.

For those of us who, like myself, tend to be libertarian in our view of the Government, McKinsey study tests some of our accepted ‘wisdoms’: “Government policy and labor-market practices helped determine the extent of flat or falling incomes. In Sweden, for example, where the government intervened to preserve jobs, market incomes fell or were flat for only 20 percent, while disposable income advanced for almost everyone. In the United States, government taxes and transfers turned a decline in market incomes for 81 percent of income segments into an increase in disposable income for nearly all households.”

Except, may be it did not, because counting in disposable income while allowing for taxes and subsidies is notoriously difficult and imprecise. And may be, just may be, all the fiscal imbalances that were accumulated in the process of achieving these supports in some (many) countries will still have to be paid by someone some day?

There is a reduced connection between current growth metrics and income outcomes on the ground (don’t we know as much here in Ireland, with 26.3% jump in GDP in 2015?): “Before the recession, GDP growth contributed about 18 percentage points to median household income growth, on average, in the United States and Europe. In the seven years after the recession, that contribution fell to four percentage points, and even these gains were eroded by labor market and demographic shifts.”

And the forward outlook? Bleak: “Longer-run demographic and labor trends will continue to weigh on income advancement. Even if economies resume their historical high-growth trajectory, we project that 30 to 40 percent of income segments may not experience market income gains in the next decade if labor-market shifts such as workplace automation accelerate. If the slow growth conditions of 2005–12 persist, as much as 70 to 80 percent of income segments in advanced economies may experience flat or falling market incomes to 2025.”


There are some wrinkles in the study. For example, in the U.S. case - cross time comparatives do not provide for the same data base, as pre-2014 data does not include state and local taxes. VAT and sales taxes are omitted across the board. And some other, but overall, the paper is pretty solid and very interesting.

So here is the key summary chart, positing the massive jump in the numbers of households on the declining side of market incomes:



And the chart showing that the taxes and transfers side of income supports is no longer sustainable over time:


Which brings us to the main problem: on the current trend line, politics of income supports from the fiscal policy side are unlikely to be able to contain growth in political discontent. Advanced economies are heading for serious tests of democratic institutions in years to come. Buckle your seat belts: the ride is going to get much rougher.

Thursday, November 26, 2015

26/11/15: Ireland on Inequality Heat Map


Much has been said about inequality in Ireland. On TV off TV and elsewhere. Much of it is, sadly put, locked out factoids.

You see, inequality is a tough thing to measure. So we have loads of various metrics to go by and none are ‘perfect’.

Here is a slightly more comprehensive view via @Jim_Edwards


What the above shows is that across comparable economies, Ireland is mid-range in terms of inequality. Right next to Canada and Austria - two societies that few would consider to be viciously unfair to their residents. Not that there is no room for improvement, mind.

That said, the chart does miss some relevant data for Ireland - the wealth distribution. Which we are, arguably, not a shining example of.

I am not going to repeat my arguments about the relationship between tax system and wealth inequality (you can read them here: http://trueeconomics.blogspot.ie/2014/08/2182014-thomas-piketty-powerful.html), but it is worth noting that we rank well in terms of real wages growth and gender pay gap, as well as health status. We rank average in terms of all other metrics, save for involuntary part-time employment, which - by the way - is improving. I am not too keen on including arbitrary metric of ‘Digital Access’ in the scoring, however.

As an aside, the above table also fails to measure underemployment (you can read on this here: http://trueeconomics.blogspot.ie/2015/11/241115-over-skilled-under-employed.html).

Wednesday, February 18, 2015

18/2/15: A Tale of Two Capitalisms & Economics Education


A recent paper by Bennett, Daniel L., titled "A Tale of Two Capitalisms: Perilous Misperceptions About Capitalism, Entrepreneurship, Government, and Inequality" (December 11, 2014, http://ssrn.com/abstract=2537118) examined "two widely held perceptions about capitalism, challenging the popular view that capitalism is a villainous perpetuator and government a saintly corrector of cronyism and inequality".

Much of this erroneous view has been driven by the fallout from the Global Financial Crisis, the Great Recession and the Euro Debt Crisis, although those of us who lived through it face-to-face would note the obvious error in this paradigm when it comes to expectations about the Government role.

As authors note, "this characterization is largely driven by misperceptions. Capitalism is viewed as a system that favors the elite at the expense of everyone else (crony capitalism), rather than one that promotes economic liberty and opportunity for all (free market capitalism). The state is meanwhile viewed as a benevolent and omniscient corrector of market failures and provider of public goods (romantic view of politics), rather than a political system operated by agents whose actions may reflect their own self-interest and not the welfare of the general public (public choice view). These misperceptions result in not only a distorted understanding of the institutional structure that underlies capitalism and the mechanism in which income is distributed, but also lead to perilous reform prescriptions that undermine free market capitalism and generate unintended consequences that act to reduce individual and societal well-being."

The paper shows how "institutions that constrain the discretionary authority of government incentivize productive entrepreneurship and facilitate free market capitalism, giving rise to a natural or market determined income distribution and opportunity for economic mobility." In other words, markets do work, when markets are allowed to work. On the other hand, "institutions that do not sufficiently constrain the authority of government incentivize unproductive entrepreneurship and facilitate the development of crony capitalism, resulting in structural inequality and little opportunity for economic mobility." In other words, markets don't work when they are prevented from working.

As per empirical evidence, the author concludes that:

"This tale of two capitalisms provides insights about the connection between institutions, entrepreneurship, and the desirability of income inequality. Empirical evidence suggests that sound monetary institutions and legal institutions that protect private property rights and enforce the rule of law provide an environment favorable for free market capitalism and productive entrepreneurship, as well as promote greater economic development and less income inequality. This tends to support
Milton Friedman’s (1980) famous proclamation: ““A society that puts equality before freedom will get neither. A society that puts freedom before equality will get a high degree of both.”"

"A growing body of evidence and the theory advanced here suggests that the development and preservation of institutions supportive of free market capitalism is the best way to facilitate productive entrepreneurship, economic development, economic mobility, and a distribution of income that, while unequal, is determined by merit rather than political ties, and is lower than that which exists in less capitalistic economies."

As per sources of the public misconceptions about capitalism in its various forms, "The scarcity of public choice and institutional analysis in mainstream economics education has contributes to widely held misperceptions about capitalism, entrepreneurship, government, and inequality. An analysis by FIke and Gwartney (2014) finds that only half of the 23 most common economic principles textbooks provide any coverage of public choice topics and that the coverage of market failure is sextuple that of government failure. The economics profession must do a better job of educating students and the public about the nuanced but vital distinction between the varieties of capitalism, and the important role of institutions in constraining the Hobbesian propensity of man to “rape, pillage, and plunder” and enabling the Smithian proclivity of man to “truck, barter, and exchange”
(Boettke, 2013)."

Thursday, August 21, 2014

21/8/2014: Thomas Piketty: Powerful Questions, Questionable Answers


This is an unedited version of my article for the Village magazine, August-September 2014


Thomas Piketty's "Capital in the Twenty First Century" (Harvard University Press, 2014) has ignited both public and professional debates around economic theory of income and wealth distribution not seen since the days of the Interwar period a century ago when applied Marxism collided with the laissez faire economics.

To give the credit due to the author and his book, this attention is deserved.

Like Marx's opus, Pikkety's volume is sizeable enough to provoke an instantaneous submission of the readers to its perceived academic (meticulously factual and theoretically all-encompassing) virtues. Like "Das Kapital", "Capital in the Twenty First Century" is impenetrable to anyone unequipped with an advanced degree in political economy and understanding of economic theory. Like Marx's tome, Piketty's work is an attempted herald of a New Revolution; the one that, in the end, boils down to exactly the same Revolution that Marx foresaw: the dis-endowed against the endowed. Like Marxist debates of the 1930s, Piketty’s thesis comes at the time of a major upheaval and crisis.

Thus, Piketty's work is destined to stay with us for a long, long time. Looming at the horizon line, its thesis of the coming age of chaos rising from the chain reactions of growing wealth inequality will be fuelling activists' imagination for decades into the future.

Yet, perhaps to the surprise of the majority of non-specialists, the book has, within a month of its publication, faded into the background in the world of economics. The reason for this is the book’s comprehensive ambition at creating a unified theory of future economic development renders it an easy target for criticism, challenge and, ultimately, negation.

Before diving deeper into Piketty's work, let me state three facts.

Firstly, I admire Piketty for his audacity to challenge the orthodoxy of macroeconomics and tackle a broad-ranging set of targets. 99.9 percent of economics literature explores the minutiae of some empirical or theoretical cul-de-sac in a specific sub-division of a sub-field of economics. Piketty falls into the 0.1 percent of economists who pursue the big picture.

Secondly, witness to the vitriol with which Piketty’s book was greeted in the economic policy circles, I have defended his work in the media and on my blog.

Lastly, having read Piketty's academic publications and working papers in the past, I found his book to be inferior to his academic publications. "Capital in the Twenty First Century" is too long and stylistically un-engaging to be worth returning to it in the future.

The last fact means that you should read Piketty's thesis and be aware of his core evidence, as well as the growing evidence of its shortcomings.  The best means for acquiring this information is by reading Piketty's articles and interviews, as well as taking in the debates surrounding his book. But you should not buy "Capital in the Twenty First Century", unless you are endowed with a desperate propensity to impress your image of a couch intellectual onto the receptive minds of your friends and colleagues. In the latter case you should avail of Flann O'Brien's gentlemanly service that can get the tome thumbed, marked and annotated for you with scientifically-sounding marginalia.


Core Theses

Piketty's core thesis is based on what he defines to be the 'fundamental laws' of Capitalism. Both of these laws stem directly from his view that the economic inputs can be grouped into only two categories: capital (something that can be bought and sold, and thus accumulated without a bound) and labour (something that cannot be sold, although it does collect wage returns, and cannot be accumulated without bounds). Incidentally, beyond undergraduate economics, this division remains valid only in the literature pre-dating the 1980s.

Piketty’s First Law states that capital's share of income is a ratio of income from capital (or return to capital times the quantum or stock of capital) divided by the national income (for example, GDP).

As anyone with a basic knowledge of economics would know, this is not a law, but an accounting identity. Furthermore, any undergraduate student of economics would spot a glaring problem with the above definition: it applies to all forms of capital, including the ones that Piketty omits.

This brings us to the first major problem with Piketty's core thesis: capital itself is neither homogeneous, nor yields a deterministic and singular rate of return. Instead, capital takes various forms. There is financial capital - the one to which the rate of return is measured in form of equity returns, bond returns, financial portfolio returns and so on. There is also intellectual capital that can be traded. This generates financial returns to the holders/investors, but also yields productivity gains to its users, including workers. There is human capital - which generates (alongside other inputs into production) returns to labour (wages and performance-related bonuses), but also returns to entrepreneurship, creativity of employees and so on. There is managerial and technological know-how that can be invested in and transferred or sold, albeit imperfectly, in so far as it often attaches to labour and skills.

To measure income share of all of these forms of capital, one simply needs to divide income from the specific form of capital by total income. Ditto for labour's share and for any other input share. This is neither Piketty's discovery, nor a law of Capitalism.

The problem is that in many cases we cannot easily measure returns to the more complex forms of capital. And a further problem is that returns to one form of capital are linked to returns to other forms of capital. A good example here is urban land. Return to this form of capital is strongly determined by the returns to human capital that can be deployed on this land, as well as by know-how and technology that attaches to economic activity that can take place on it.

Piketty's second fundamental law is a theoretical proposition derived from the mainstream macroeconomic theory. The author claims that the ratio of the stock of capital to income will be equal to the ratio of the savings rate to the sum of growth the growth rates in technology and population. Together with the first law this implies that income share of capital equals to the ratio of the product of the return on capital and savings rate to the combined growth rate in technology and population.

Piketty's main thesis is that over time, as growth rates in technology and population fall, capital's share of income will rise resulting is a sharp rise in inequality.

The core corollary of this is Piketty's call for a global tax on capital (or wealth) coupled with a massive rise in the income tax on super-earners. These measures, in his view, can ameliorate the increase in the income share of capital triggered by slower growth.


Mythology of the Piketty’s ‘Laws’

There are numerous and significant problems with Piketty's analysis and even more problems with conjectures he draws out of data.

Although Piketty presents numerous factual arguments describing the rise and fall and the rise again in income and wealth inequalities, his factual arguments are tangential to his theoretical proposition. Per Krusell (Stockholm University) and Tony Smith (Yale University) pointed out that "Piketty’s forecast does not rest primarily on an extrapolation of recent trends that he has uncovered in the data..."

Krussell and Smith go on to show that Piketty’s second 'fundamental law' relies not on data, but on an assumption that the ‘net’ saving rate is constant and positive over time. This means that capital stock rises by an amount that is a constant fraction of national income.

Now, suppose that Piketty is correct. And suppose that the growth rates in population and technological progress fall to near-zero. Piketty’s assumption then implies that ever greater share of economy’s output will have to be used to maintain capital stock. This will crowd out investments in education, health or new technologies. Eventually capital formation will have to consume the entire GDP. This has never been observed in the past and cannot be true in the future.

Now, personally, I do believe we are staring into the prospect of diminished rates of growth in the advanced economies. But I also believe that savings follow growth over the long run, implying that, the gross investment - investment including replacement of capital depreciation and amortisation - is relatively constant as a ratio to national income. At times of structurally slow growth, therefore, savings are also low.

This belief is supported by historical evidence and contradicts Piketty's conjecture. Furthermore, this evidence is supported by data from individual consumers’ behaviour. In cyclical recessions, households do engage in increased savings, known as precautionary savings. But this phenomena is short-lived and does not contribute to increased investment. Over time, slower growth in income equals lower rates of savings.


Piketty’s Tax Fallacy

Aside from the above, Piketty's suggestion that a wealth tax can stem the rise of inequality is illogical.

Wealth taxes tend to decrease the quantity of capital, thus raising the scarcity and the quality of it. The result - higher returns to capital in the long run that will at least in part neuter the wealth tax effects on stock of capital. More scarce goods tend to command higher prices.

The problem with wealth inequality rests with the distortionary nature of taxation, not with tax levels per se.

To see this, take three forms of capital: financial assets, intellectual property and human capital.

Tax rates on financial assets normally run close to zero, due to availability of various off-shore schemes for tax optimisation for those well-off enough to afford legal and financial engineering services required to attain such rates. Each 1 percentage point in return to financial assets held by a wealthy Irish owner attracts a tax of under 10 percent (inclusive of costs of tax optimisation). For the mere mortals, capital gains rates run also well below income tax rates. In Ireland today, the headline rate is 30%. Intellectual property is facing an effectively near-zero tax rate.

Whereby professional or institutional investors in traditional capital collect roughly 85-90 cents on each euro of gains, intellectual property investors collect closer to 90 cents and retail investors pocket around 70 cents. On the other hand, human capital returns are taxed at an upper marginal tax. Thus a professional consultant will collect around 45 cents on each euro returned to her from added investment in education and skills upgrading.

The result of this asymmetric treatment of returns from various forms of capital is that households simply have no surplus income left to invest and accumulate wealth. Instead, wealth accumulates in the hands of those who can afford living off rents and start their lives with inherited capital.

To make things worse, Peketty also calls for raising dramatically upper marginal tax rate - to hit the high earners. This too is directly contradictory to the objectives he claims to pursue.

Upper marginal income tax rate hits those who live off the wealth of the businesses they built and skills they acquired. Capital gains tax hits those who either dispose of the businesses they built or sell capital they accumulated or inherited. Two of these groups of earners are collecting on value added they created. One is collecting on what others created for them. Treating them all with one brush will simply reduce future rates of growth and/or reduce rates of return on non-capital income. In other words, Piketty's income tax policy proposal will lead to higher wealth and income inequality in the long run under his own model.

The solution to this dilemma is not to tax all capital more, but to equalise the rates of taxation on all capital: physical, financial, technological and human. And focus on what Jacob Hacker of Yale University calls 'pre-distribution' of labour income. The latter requires simultaneously addressing three determinants of market wages: education and skills (increasing skills of the low income segments of population), focused enterprise policy (supporting demand for these skills) and improved mobility and efficiency of the labour markets (increasing returns to skills and human capital).


The Economic ‘Bad’ of Inequality

Piketty's work deserves huge credit for bringing to the fore of the economics debate legitimate concerns with inequality. However, here too the book is open to criticism for being based on occasionally thin evidence.

"Capital in the Twenty First Century" is premised on the assumption that wealth inequality is tearing societies apart, leading to violent conflicts and breakdowns of the civic and state institutions. There is very little evidence to support this assertion amongst the advanced economies. Extreme inequality, measured in absolute terms, can be exceptionally dangerous. So much is true. But relative inequality to-date has not been a major flashing point for revolutions whenever such inequality is anchored in some meritocratic foundations for wealth distribution. All of the recent disturbances in the advanced economies have referenced income and wealth inequality if one were to listen to activists involved in these events. But all have been linked to either public policies relating to income and opportunities available to the less well-off groups or to diminished growth rates in the local economies.

More importantly, current research shows that individual perceptions of relative income and wealth inequality strongly depend on which reference group one selects for benchmarking against.

For example, Daniel Sacks, Betsey Stevenson and Justin Wolfers paper "The New Stylized Facts About Income and Subjective Well-Being (published by CESIfo in 2013) find that there is little evidence to support theories of relative income. In simple terms, if you are concerned with inequality, you should focus on increasing the rates of growth in the economy, not depressing the rates of return on capital.

Another study, by Maria Dahlin, Arie Kapteyn and Caroline Tassot, titled "Who are the Joneses?" (CESR, June 2014) shows that individuals are "much more likely to compare their income to the incomes of their family and friends, their coworkers and people their age than to people living in the same street, town, …or in the world." We reference our own wellbeing against wellbeing of those close to us socially. In this case, Piketty's policy prescription should call for taxing rich people with greater familial networks at a higher rate than those with fewer familial ties. Which, of course, is absurd.


The World is Non-Marxian

Perhaps the greatest error in Piketty's logic is the failure to account for other forms of capital – an error exactly identical to that committed by Marx.

I named these forms of capital above in the discussion of Piketty’s two Fundamental Laws. Ricardo Hausmann from Harvard ("Piketty’s Missing Knowhow", Project Syndicate) shows that Piketty's argument completely falls apart at the national accounts level in the case of advanced and emerging economies. Furthermore, his argument dovetails with my view that hiking upper marginal tax rates to combat income and wealth inequality is simply counterproductive.

Piketty's assumption that the rate of return to capital is following a historically constant trend of 4-5 percent per annum is also questionable. Dani Rodrik of Princeton University reminds us that the return to capital is likely to decline if the economy becomes too rich in capital relative to labor and other resources and the rate of innovation slows down. So if innovation were to fall, as Piketty assumes, rate of return to capital is likely to decline in line with diminished economic growth. This decline is going to be further accelerated by the rise in the quantum of capital accumulated prior to the economic slowdown.

Lastly, since capital is non-homogenous, even constant average return can conceal wide variations in returns to various forms of capital. For example: agricultural land vs industrial property, private equity vs listed shares and so on – all command different and over-time varying returns. Imposing a uniform tax on all wealth will raise cost of investing in more productive and less certain (thus 'pricier') capital associated with new technologies and new industries. In turn, this will only reduce mobility of wealth in the society, increasing, not lowering long-run wealth inequality and supporting currently endowed elites at the expense of any challengers.

Truth is, Marxian world of the epic confrontation between labour and capital has been surpassed by reality. Today, we live in a highly complex, more dynamic and less homogenous economy. This does not mean that the burdens of rising income and wealth inequality should be ignored. But it does mean that policy responses to these challenges must be based on more complex, behaviourally and macroeconomically-anchored analysis.

Piketty’s "Capital in the Twenty First Century", spectacularly succeeded in raising to prominence the debate about income and wealth distributions. But it also failed in delivering both the analytical frameworks and policy responses to these twin challenges.

Tax and reallocation measures - whether through aid or charity, force of compulsion or financial repression - are neither sufficient to restore balance between returns to physical capital, technology and human capital, nor conducive to delivering continued growth of human-centric economic systems. Instead, there is a dire need for direct, markets-based repricing of the sources of value added in the society. This repricing must recognise the simple fact of nature: people add value to capital, not the other way around, and people with skills and productive attitudes to work do so more than those without both or either.

There is a need for closing tax incentives that favour physical capital over human capital, and there is a need for rebalancing our tax system to allow for greater rewards to flow to those creating new value in the economy. But there is also a need for the state systems to stop treating workers as captives for tax purposes, whilst capital remains highly mobile and tax efficient.

Sunday, June 8, 2014

8/6/2014: Piketty - briefly...

It's a lazy man's way out, but given all the 'Piketty-Smiketty' debates raging on about his errors and errors of those who find errors, I am simply not in the mood for deep commenting on the infamous book. So here is my earlier exchange on twitter with @DrKeithRedmond  on Piketty's core theses:




Saturday, March 8, 2014

8/3/2014: Democracy and Inequality: A Link of Surprising Direction?


Everything written or co-authored by Daron Acemoglu is worth reading. Everything. And here is an example why. The man does not shy away from big questions in life.

"DEMOCRACY, REDISTRIBUTION AND INEQUALITY" by Daron Acemoglu, Suresh Naidu, Pascual Restrepo and James A. Robinson (Working Paper 13-24, Massachusetts Institute of Technology, Department of Economics, October 30, 2013: http://ssrn.com/abstract=2367088) looks into the relationship between democracy, redistribution and inequality.

"We first explain the theoretical reasons why democracy is expected to increase redistribution and reduce inequality, and why this expectation may fail to be realized when democracy

  • is captured by the richer segments of the population; when it caters to the preferences of the middle class; or 
  • it opens up disequalizing opportunities to segments of the population previously excluded from such activities, thus exacerbating inequality among a large part of the population."

From theoretical reasons for differences in inequality and redistribution, the paper moves to empirical. The authors "survey the existing empirical literature, which is both voluminous and full of contradictory results. We provide new and systematic reduced-form evidence on the dynamic impact of democracy on various outcomes."

Core empirical findings are:

  1. "…there is a significant and robust effect of democracy on tax revenues as a fraction of GDP, but no robust impact on inequality." So while democracy increases taxes, it does not reduce inequality. why? Because "policy outcomes and inequality depend not just on the de jure but also the de facto distribution of power", so "those who see their de jure power eroded by democratization may sufficiently increase their investments in de facto power (e.g., via control of local law enforcement, mobilization of non-state armed actors, lobbying, and other means of capturing the party system) in order to continue to control the political process". Furthermore, "democratization can result in “Inequality-Increasing Market Opportunities”. Nondemocracy may exclude a large fraction of the population from productive occupations (e.g., skilled occupations) and entrepreneurship (including lucrative contracts) as in Apartheid South Africa or the former Soviet block countries. To the extent that there is significant heterogeneity within this population, the freedom to take part in economic activities on a more level playing field with the previous elite may actually increase inequality within the excluded or repressed group and consequently the entire society".
  2. "…we find a positive effect of democracy on secondary school enrollment and the extent of structural transformation (e.g., an impact on the nonagricultural share of employment and the nonagricultural share of output)".
  3. Very interestingly, "The evidence …points to an inequality-increasing impact of democracy in societies with a high degree of land inequality, which we interpret as evidence of (partial) capture of democratic decision making by landed elites."
  4. "We also find that inequality increases following a democratization in relatively nonagricultural societies, and also when the extent of disequalizing economic activities is greater in the global economy as measured by U.S. top income shares (though this effect is less robust)."
  5. "We also find that democracy tends to increase inequality and taxation when the middle class are relatively richer compared to the rich and poor. These correlations are consistent with Director’s Law, which suggests that democracy allows the middle class to redistribute from both the rich and the poor to itself."

"All of these are broadly consistent with a view that is different from the traditional median voter model of democratic redistribution: democracy does not lead to a uniform decline in post-tax inequality, but can result in changes in fiscal redistribution and economic structure that have ambiguous effects on inequality."