Friday, August 24, 2012

Impossible Political Systems: Further Adventures in Rawlsian Constitutional Design


I am somewhat amazed, now that I think of it, that no “serious” political philosopher I know of has ever proposed an electoral system like the one I proposed in this post last week, where individual voting power is inversely proportional to income. (By all means enlighten me if anyone has proposed something like it; I would be delighted to know. I’m pretty certain that among the many forgotten pamphleteers of the 19th century someone must have come up with a similar idea but I don’t have the knowledge to locate these potentially existing antecedents). This probably means that it is a bad idea (and judging by the few reactions I got, most people think so); but if it is a bad idea, I would like to explore in more detail the reasons why it is bad, since it is not obvious to me that a system like that would not meet Rawls’ principles of justice.[1] (And I sort of would like to see a few more responses).

A recap: I suggested (more or less tongue in cheek) that Rawls’ difference principle could potentially be met by a political system where everyone has a vote, but the formal value of your vote declines the more you earn. There are a number of different ways of achieving this, but the most interesting (at least to me!) version of this system is the following.

We divide voters into n income (or wealth) equal classes (or quantiles). Voters in the first (poorest) class have median income y and a single vote each, whereas voters in the nth (richest) class have median income any (that is, the median income of the richest class is a times the median income of the poorest class) and 1/anx votes each, where x is a number between 0 and 1 that determines the extent of the “disenfranchisement” of high income voters. “Income” here is post-tax, post transfer income.[2] The value of a person’s vote thus depends on their income class; more specifically, it is inversely proportional to the ratio between the median income of their class and the median income of the poorest class. For n > 1, if x = 0 then every voter has one vote, and the system reduces to the normal “one person, one vote” system; if x = 1 then the extent of rich voter disenfranchisement is strictly proportional to the average income of their income class, so a voter in the kth income class would have 1/ak votes.

A numerical example may be useful. Imagine that this system had been in place in the USA in 2008, with x = 1 (so the value of the votes of the richer classes is strictly inversely proportional to their income), and n = 10 (so there are ten classes of voters). According to the Luxembourg Income Study, the income ratio between the bottom and the top decile of the income distribution in the USA in 2010 was 6.154 (so a10=6.154). In this imaginary political system, in other words, the poorest decile of the income distribution would have had about six times the voting power of the highest decile. About 75% of these people voted democratic in the 2008 congressional elections, according to the American National Election Study, whereas only about 33% of the people in the highest income decile did so. A very quick and dirty simulation (see code and explanation here) suggests that if this system had been in place in 2008, the Democratic party would have won about 62% of the two-party vote (61% if we assume turnout rates would have stayed the same, with poorer voters voting at lower rates than richer voters), rather than the 54% that it actually won – an 8% difference, which one imagines would have been translated into somewhat different policies. A system like this would thus have amplified the influence of the bottom decile of the income distribution (and of the lower half of the income distribution generally), though of course parties would have behaved very differently in the new environment, so the example is merely illustrative. (A simulation for New Zealand is a bit harder to do given our different electoral system and my inability to use the NZ Election Study, but I’d love to see one).

Note that we could in principle consider systems where x > 1 or x < 0, though I doubt such regimes would pass Rawlsian muster. If x is much greater than 1, the votes of the richer classes are discounted very quickly: with a small number of classes (say n = 4) we then get a “dictatorship of the proletariat”; with a larger number of classes and a very large value for x, we get basically a simple dictatorship of the very poorest people in society. Similarly, if x > 0 and the number of classes is small, we get a régime censitaire, where the rich have more formal voting power than the poor (like the Roman republic of Cicero’s time); if x is much smaller than -1 and the number of classes is large we simply get a dictatorship of the richest people in society.

Note also that if n = 1 then the system reduces to the usual "one person, one vote" system; for n = 2 voters below the median income each get one vote, while voters above the median income each get  votes, where a2 is the ratio of the average income of voters above the median income to the average income of voters below the median income; and so on. The smaller n, the more abrupt differences in voting power are (though they are ultimately less steep), whereas the larger n, the more gradual and steeper the differences in voting power. So, for n = 2, the superrich end up with the same voting power as the middle class, and the lower middle class ends up with the same voting power as the very poorest, though the poor and the lower middle class end up with more voting power than the upper middle class and the rich; for n = 100, the superrich end up with much less voting power than the middle class, but the middle class in turn ends up with less voting power than the very poorest, even though voters in adjacent income classes end up having similar voting power. If n is high but x is close to zero we have smooth differences in voting power but a small gradient, so that rich and poor end up having similar voting power per person but there are many small gradations. All of this would be easier to show in a simple interactive simulation (a Mathematica notebook, perhaps?) with a couple of sliders for n, x, and some choice of potential income distributions, but that is beyond my ability to do right now; for now, all I can offer is some R code here if people want to play with various choices of parameters.

So how should we choose the parameters n and x? Current voting systems in democracies at least pay lip service to the idea that each elector is formally equal, i.e., that n should be 1 and x should be 0, even if in practice the value of some voters’ votes is larger than the value of others. (In elections to the US senate, the million or so Montana citizens have about 37 times the voting power of the 37 million or so California citizens, a ratio that is much higher than the ones contemplated in the numerical example of this system above. this is an approximation - I should look up the actual numbers of voters, not just the populations - but it will do for a ballpark figure). But would a person choose these exact parameters for an electoral system from behind a veil of ignorance? Rawls himself notes that one must evaluate political institutions by their tendency to produce just outcomes (they are forms of “imperfect procedural justice,” like jury trials); and it is not clear that n = 1 and x = 0 yield the most just outcomes. And the advantages, from a Rawlsian point of view, of choosing larger values for both n and x seem considerable.

Most people (including Rawls) would say that the rich have more influence than the poor in politics, influence that is disproportionate to their numbers (though not everyone thinks this is a bad thing). The reasons are obvious. Standing for elections costs money, and the need for financing campaigns from moneyed private interests may push certain issues to the forefront of the public agenda, and make others invisible. The rich can lobby representatives more easily, and have more ability to coordinate and spread their ideas than the poorest. In the USA, Martin Gilens has argued  that the views of the poor have almost no influence on the actions of their representatives when these views diverge from those of the rich. To be sure, not all of these things are necessarily negative. The ability of the rich to lobby can be construed as an informational subsidy to legislators. If the rich are better informed than the poor, policy that is nonresponsive to the views of the poor might be of better quality by some measures. But it is difficult to deny that political inequalities exist; the question is whether they are arranged to the benefit of the worst off. If they are not arranged for the benefit of the worst off, then it is possible that changing the values of n and x, i.e., giving more formal influence to the poorest, would serve as appropriate compensation for their economic inequality.

The thing about a system where n > 1 and x > 0 is that the value of any one person’s vote changes as society becomes more or less equal. Regardless of how many classes we choose, and what value we give to x, the more income-equal the society, the more equal the value of the vote of rich and poor, and in a perfectly income-equal society everyone would have exactly one vote. By the same token, the higher the level of inequality, the higher the value of the votes of the poor relative to the votes of the rich, and as inequality increases, the more political power the poor gain. x thus represents a kind of “sensitivity parameter”: the higher its value, the more sensitive the political system will be to inequality.

Moreover, a system like this would bypass debates about which economic policies actually reduce inequality or produce the most benefits for the worst off, i.e., which policies would meet the “difference principle” (assuming, of course, that the difference principle is the right principle of justice for socioeconomic matters; and it may not be). It makes no assumptions about which kinds of economic policy actually do help the poor; if laissez faire improves their position, then the poor would be in the best position to approve of it; and if some other policy worsens their relative position, then the poor would get a right of “first refusal.” (As inequality increases in a society, the poorest would gain more and more formal political power). In the spirit of the difference principle, the rich are thus allowed to benefit from (economic) inequality so long as the poor approve (with x and n setting the “approval parameters” of the system). Thus, the higher the level of inequality, the more disenfranchised the rich become, and the greater the compensation to the poor in the form of political inequality (benefiting the worst off the most), which in turn might enable them to change those policies. Of course, if your political theory does not depend on Rawlsian assumptions, this point might leave you cold; but even utilitarians might see potential benefits here. (And your choice of x and n might say something about how much a person is willing to give up for the sake of economic equality).

Now, there are many potential problems here. The rich might underreport their income. (Though this should only be a serious problem if n is large). The poor might choose policies that are not in the interest of society as a whole. (But so can the rich; the question is whether, on average, granting more political power to the poor would result in more just decisions). They might redistribute property. (Which would result in their losing political power as economic inequality decreases). If we start tweaking n and x who knows where we might end up. (We could end up with political systems that grant more political power to the rich). Loss of formal political influence by the rich might have unanticipated consequences in the form of additional corruption and so on. Formal distinctions in voting power are an affront to the equality of citizens, and offend our sense of fairness. (True, though people take very large inequalities in elections to the US senate, for example, completely in stride. Also see next point). Perhaps the most important objection to a proposal like this, which Jay Ulfelder raised in conversation on G+ when I posted the original idea, is that politics is not  only about economic issues; it is also about many other issues, which we evaluate from the point of view of equal citizenship. Issues about religion, civil liberties, etc. should not be subject to the predominant influence of one social group; they concern all as equal citizens.

I grant that this is a powerful objection to a scheme like this. But here’s a refinement that bypasses or at least mitigates it. Imagine a bicameral legislature. The lower chamber is selected through an electoral system like the one described above, where x = 1, and n = 10, for example. We could call this the “Chamber of the Difference Principle.” The upper chamber, by contrast, is selected through an electoral system of universal equal suffrage (x = 0, n = 1), perhaps including some of the “random constituency” ideas I discussed in an earlier post to ensure the representation of suitably general interests. We could call this the “Chamber of Equal Citizenship.” Determining the exact relationship between these two chambers is beyond the scope of this post; but the (Rawlsian) idea would be that these two chambers would represent the two standpoints from which we evaluate social institutions, and work together to produce law and policy.

Now, I myself don’t know for sure whether to take this idea seriously. I lean toward thinking that a system like this is not only too shocking to our normal ideas of fair representation to be ever politically possible, but is likely to have some bad unanticipated public choice consequences. So I don’t know where I would set x and n, if not at 0 and 1, even if I’ve half convinced myself that higher values for both would be somewhat desirable. But I would like to know where others would place these values. Do you think that voting power should be inversely proportional to income? If you’ve read this far, it would be great if you could answer this poll.





[1] Rawls does say in section 36 of ToJ that the political constitution of the just society would honor “the precept of one elector one vote” as far as possible; but he could be wrong about that, even by his own lights; and anyway a Rawlsian could argue that departures from the one elector, one vote precept are justified in nonideal situations (as Rawls himself does). Furthermore, Rawls does express concern about maintaining the “fair value” of political liberty under conditions of economic inequality, a problem which this system would potentially eliminate.

[2] This is mathematically equivalent to a system in which the members of the richest income class each have one vote, and members of the poorest class each have anx votes; it doesn’t matter which description we use, except that in the second x should perhaps be called an “empowerment” parameter (for the poor) rather than a disenfranchisement parameter (for the rich).

Wednesday, August 22, 2012

Legitimacy as the Solow Residual of Political Science


Jay Ulfelder kindly points his readers to my (recently updated!) working paper on “The Irrelevance of Legitimacy” in a recent post where he expresses doubt about the explanatory usefulness of the concept of legitimacy. As long-term readers will know, I am entirely in agreement with Jay when he says that

We appeal to legitimacy when we need to explain the persistence of political arrangements that defy our materialist predictions, and when those arrangements do finally collapse, we say that their failure has revealed a preceding loss of legitimacy. In statistical terms, legitimacy is the label we attach to the residual, the portion of the variance our mental models cannot explain. It is a tautology masquerading as a causal force.

It occurs to me that “legitimacy” plays more or less the same role in political science that “technology” sometimes plays in economics. Both are residual concepts that provide an illusion of understanding but do not actually explain much. In economics, talk of “technology” often obscures the fact that we don’t have a very good general theory of what explains economic growth, as Matt Yglesias noted a couple of weeks ago:  

Economists have shown that modern economic growth can't be accounted for merely by growth in the size of the labor force or by accumulation of additional capital. You need to add a third element into the mix. This element is sometimes called "total factor productivity" and sometimes called "technology," but it represents a statistical discrepency, not an inquiry into independently identifiable properties of technological growth. It's like Molière's doctors explaining that opium puts people to sleep because of its virtus dormitiva.

If the discrepency were small, this might not be a big deal and we'd say that economists had shown that capital accumulation is the key to economic growth. But it's not small. What's been found is that economic growth is largely unexplained. Using the word "technology" as a label for the discrepency makes it sound as if the issue is much better understood than it really is.

Technology is here the “Solow residual:” all the different mechanisms by which economic growth occurs that are not accounted for by simple measures of labor and capital utilization. But there are many such mechanisms! Education, changes in political institutions and property rights, the invention of new machines and business methods, new forms of economic organization, changes in social roles, norms, and culture, etc. all can contribute to economic growth beyond increases in labor supply and capital accumulation; but only some of these mechanisms correspond to what we normally think about when we say “technology,” and forgetting this is likely to lead to incorrect inferences. Moreover, we do not actually know which of these mechanisms is the most important in general, and hence which government policies would be most likely to increase growth.

Similarly, “legitimacy” is the label we typically use in political science for all the factors that sustain social order or norms beyond obvious coercion and material incentives. We all agree that the persistence of norms and social order cannot be fully (or even mostly) explained by crude material incentives and obvious coercion; but by subsuming all these “other” factors under a single label we miss the fact that they are really quite various. Collective action problems, rational conservatism, signalling conventions, emotional attachments, habits of discourse and conceptual blinders, identity and affiliation entanglements, sophistry and propaganda, even sincere beliefs in the rightness of the norms or forms of social order in question (for a detailed examination of these mechanisms, read my paper); all of these mechanisms can contribute to their maintenance, and only some of them are close to the folk model of “legitimacy,” in which norms persist because in some sense those subject to them "like" them or at least "accept" them on their own terms. (A model that I take to be false in most relevant cases). Moreover, to the extent that we are interested in changing particular social norms or forms of social order, we will do better to think in terms of how particular mechanisms sustain these norms, rather than in terms of “legitimacy.” 

Friday, August 17, 2012

More Rawlsian Thought Experiments: An Inverse Income Voting System

(For some unknown reason, re-reading Rawls stimulates my weird idea generator. Another politically impossible proposal here, presented as a thought experiment)

[Update 25 August 2012: see the more detailed discussion of this proposal here]

Thinking about the difference principle today, it occurred to me that most of the discussion on the topic tends to be overly focused on the economic institutions that would ensure that the least advantaged group in society would fare best. Yet the difference principle is not restricted in its application to economic inequalities; in fact, the principle specifies that inequalities of authority and political power must also be justified to the worst off group in society: “[t]he second principle applies, in the first approximation, to the distribution of income and wealth and to the design of institutions that make use of differences in authority and responsibility” (§11, p. 53, emphasis mine). Is a standard democratic system – with its panoply of elections, constitutional protections, and so on –justified in those terms? Rawls seems to assume so, even though standard democratic institutions entail clear inequalities in authority and responsibility which are not obviously to the maximum benefit of the worst off.

Moreover, to the extent that Rawls discusses the connection between political and economic inequalities, he tends to think of the direction of causation as going from economics to politics. Unjustifiable political inequalities in authority and responsibility (as, for example, when the rich have undue influence in the political process) would be remedied, in his view, once objectionable economic inequalities are taken care of, which seems reasonable enough; after all, he notes, such inequalities are correlated with one another (§16, p. 83). With low levels of economic inequality, widely dispersed ownership of the means of production, and a healthy dose of public campaign finance, Rawls argues, whatever differences in authority and responsibility political institutions would still produce would be justifiable to the least advantaged (cf. §13, p. 71, §36, p. 198).

But why wait until such inequalities are fully remedied? Imagine that instead of the standard, one person, one vote system, we had a voting system where the poorest person with any income got 1 vote, the person with twice the income of the poorest person got ½ a vote, and a person with 20,000 times the income of the poorest person got 1/20,000th of a vote. “Income” here includes any government transfers; people with no income would have 1 vote, just as the poorest people with any income. The specific value of the vote would be linked to the income records on file with the national tax agency, and no one could vote who was not linked in some way to the tax system. We might use broad categories instead of specific incomes – say, people making less than $10,000 a year get one vote, people making up to $20,000 half a vote, and so on; and of course we might decide that a different weighting of votes is required. [Update: it occurs to me that using the median income would be easier to set up. For example, voters below the median income each get one vote, voters between the median and twice the median get half, and so on.] Whatever the case, poorer people would have more formal influence than richer people.

In a fully income-equal society, everyone would have 1 vote; in an extremely unequal society, the very poorest would have the most political influence. High-flying hedge fund managers with extremely high incomes likely would have an infinitesimal vote, though they would of course still have many means of exercising influence. After all, elections cost money, and the rich are more able to run for election and lobby legislators. But the idea is that the least advantaged groups would have compensating advantages, as politicians would have to cater to the greatest mass of votes; yet these advantages would diminish as transfer payments increased, or society became more equal. Note also that the specific value of a person’s vote would fluctuate throughout their lifetime, being very high when the person is very young or very old, and very low during their peak earning years. (The system might work kind of like an automatic means test for politically distributed benefits, baked right into the political structure).

Would there be anything wrong with this system, from a Rawlsian point of view? Everyone can still vote and run for office, so the first principle of Rawls’ theory - the principle guaranteeing the equal basic liberties - is not overtly violated; and it seems to me that the inequalities of authority and responsibility produced by this system are more clearly justifiable to the worst off group in society than the inequalities produced by a standard democratic system. For one thing, it provides the least advantaged in society with the fair value of their political liberties in a direct, unmediated way that complicated systems of campaign finance cannot match. Moreover, a political system along these lines bypasses the theoretical discussion about which economic system would best produce outcomes in conformity with the difference principle; different proposals can be tried, and if they worsened the lot of the least advantaged, the poor would gradually acquire sufficient political clout to overturn them. (In theory, this is compatible with pure libertarian laissez faire, so long as such laissez faire actually does improve the condition of the least advantaged group).

Like any oddball proposal, this is very likely a bad idea. (I can imagine all kinds of bad incentives to underreport income, for example, and I’m not sure it would fit with the well-entrenched idea that having an equal voice is a mark of respect of equal citizenship.) But I’m curious: are there specifically Rawlsian grounds to reject this sort of system? (I'm sure there are other grounds). And what are the obvious problems I’ve missed in here? Does this lead to a sustainable politico-economic equilibrium, or simply to an intensification of class conflict?

[Update 2, 20 August 2012: fixed some minor typos. Also thought of some further refinements. Suppose we divide the income distribution into N equal quantiles. The voters in the lowest class have one vote, and the voters in the highest class have (1/(N^x)) fractional vote, where x is a parameter determining how extreme the disenfranchisement of the rich is. When x=0 everyone has one vote, as today; when x=1, the disenfranchisement is strictly proportional to class position, so the each person in the nth quantile has 1/n votes; but we could set x between 0 and 1, leading to a range of different weightings of formal influence for the poorest depending both on the number of "classes" and on the extent of disenfranchisement with income. With few classes and low x, the system is close to our own; with many classes and large x, there is a very steep disenfranchisement curve. What values of these parameters would be chosen behind the veil of ignorance?]

Monday, August 13, 2012

Musical Chairs, Veto Constituencies, Accountability Juries, and other Random Ideas: Further Thoughts on Randomizing Electoral Constituencies

(Attention conservation notice: some more thoughts on this proposal, which gained a modest amount of internet attention in the last couple of days – see Dylan Matthews here, Matt Yglesias here, and Evan Soltas here).

Having slept on it and seen a few responses, I am not yet convinced that the proposal I sketched in the post below would actually be a bad idea (though it probably is!). The basic idea is that the electoral constituency or electorate – the group of people who “selects” the legislator – should be separated from the accountability constituency or electorate – the group of people who “disciplines” the legislator1 – in such a way that neither the legislator nor the electors would know in advance who the latter group would be. Such a system would (in theory) mimic some of the structural features of a Rawlsian “veil of ignorance,” so that legislators could not tailor their appeal to any particular group of people but are instead incentivized to speak and act in ways that can be publicly justified to any group in society. But there are a variety of ways of accomplishing this, as I hinted at in the original post. Some of these are very close to current practice; others are not so close. I want to consider here in detail a few of these variations:
  1. “Musical chairs” representation. This is the simplest form of the proposal. (My original idea was in fact closer to option 2 below, “random veto constituencies,” though it seems to have been quickly simplified into this form, which is at any rate simpler and more elegant). Under musical chairs representation, non-incumbent candidates can run in any constituency they choose, but incumbent candidates running for re-election are randomly assigned a constituency shortly before the election date (say, a month or so earlier). The random constituency can be their original electoral constituency (let’s call this the “initial” constituency). We do not need to imagine that the incumbent draws any constituency with equal probability; a system where the incumbent has a higher probability of drawing his/her initial constituency could strengthen the incentive to do the kinds of constituent service that a lot of people seem to find valuable.

    More formally, let’s say there are N constituencies or districts in the system; come election time, incumbents can draw their own initial constituency with probability p, where > 1/N, and any other constituency with probability (1-p)/(N-1). (More complicated assignments of weights are of course possible). When p = 1, the system works identically to current practice – the incumbent always draws his own constituency; when p = 1/N, the incumbent can draw any constituency with equal probability. We might thus think of p as a measure of “localism” in the system. The lower p, the more the re-election seeking politician will need to act in ways that can be publicly justified to any constituency in the country, but he will of course have less incentive to do constituency service or to represent his locality. p can also serve as a measure of incumbent advantage; the higher p, the higher the advantage, all other things equal.

    What might be the benefits of a system where p < 1? By facing the possibility of having to compete for re-election in a constituency other than the one where he has been originally elected, a politician would of course need to avoid acting in ways that can incur disapproval beyond his constituency. But he would still have incentives to represent his constituency, pace Dylan Matthews. For one thing, the chance of drawing his initial constituency is nonzero, and a reputation for serving the constituency one is representing would still be a valuable asset in a race in a different district. Indeed, they might still be able to too easily promise to extract rents on behalf of local interests, as Evan Soltas notes, though I imagine it would be harder to promise this credibly when they don’t know which district they would be representing in the next election. At any rate, promises of local rents aren’t the only criterion by which electorates judge the suitability of candidates, and this system would weaken the appeal of these promises. Moreover, while a district or electorate could insist on electing candidates with purely local appeal, these would, I suspect, tend to be one-term wonders, as would “extreme” candidates. Assuming the distribution of voter preferences is not itself polarized for other reasons, the system would tend to moderate polarization over time as candidates strategically target the “modal” constituency to a greater or lesser extent, depending on the strength of their convictions and their level of risk aversion.

    Elections might nevertheless become more competitive under this system, since p < 1 implies a lower level of incumbent advantage, which might be a good thing (more competitive elections tend to be associated with more public goods provision, though this varies depending on the kind of competition). More importantly, as Matt Yglesias notes, the forms of public justification themselves would shift. An incumbent US congressman who defended agricultural subsidies in Iowa during his term, for example, would need to do so in terms that would resist potential sceptical examination by an electorate in New York. And one should not discount the satisfaction electors would get from giving a sound thumping to a politician they find particularly obnoxious but would not, under current practices, normally be able to defeat. (Soltas’ objection that it “weakens accountability structures to have your performance judged by someone else than whoever installed you” is I think overstated; electors judging the performance of a non-local candidate can always opt for the local challenger, or judge the non-local candidate on the basis of his/her record on issues or national significance, as they often seem to do anyway, and as is perhaps appropriate for candidates to a national legislature). Nevertheless, it is probably safe to say that in the aggregate this system would not produce large shifts in policy from the status quo; after all, many mixed-member proportional systems (New Zealand!) try to achieve similar balances of “national” and “local” concerns, even if they use somewhat different mechanisms and have somewhat different effects on the forms of public justification.

  2. Random veto constituencies. My original proposal tried to preserve local representation in a slightly different way. Perhaps the simplest form of it is the following: non-incumbent candidates are elected according to the vote totals in the constituency they are running, but incumbent candidates are subject to a veto in a randomly selected constituency (assigned shortly before the election). In essence, the challenger must win only in the local constituency, but the incumbent must win in both the local and the randomly selected constituency. If the incumbent loses in the randomly assigned constituency but wins in the local constituency, the challenger takes power; hence the idea of a veto. The system could make allowance for extremely popular incumbents, so that getting, say, 60% of the vote in their local constituency means that they only have to get 40% of the vote in their randomly-assigned constituency, and getting 80% of the vote in the local constituency means they only have to get 20% of the vote in the randomly assigned constituency. (Again, the chances of drawing a particular constituency could be suitably weighted to favour nearby constituencies, for example).

    It seems to me that this system would have most of the advantages of the previous one while preserving the possibility of strongly-rooted local representation. Races remain local, but politicians cannot act in ways that have a strong probability of being disapproved of elsewhere in the country; and incumbent advantage is strongly diminished. Nevertheless, it seems possible that a system of vetoes could create a lot of ill-will; I’m sure people in say, rural South Carolina, would not relish having their choices of representatives vetoed by people in San Francisco or vice-versa. So it does not seem politically sustainable in the long run, even if it would enable the schadenfreude of spectators to see politicians having to justify themselves to hostile electorates beyond their home turf (a benefit that is not to be underestimated; see Jeffrey Edward Green’s The Eyes of the People for a full academic defence).

  3. Accountability juries. One problem with the proposals above is that they favour geographical units of representation at the expense of other possibilities. While randomization of such geographical units may have some benefits, certain interests are never going to be well represented on that basis. One could, however, modify the idea of veto constituencies so that the veto would be exercised by juries selected on the basis of some non-geographical criterion. For example, imagine that before each election, we drew five juries of 500 people each selected on the basis of income – the first jury being composed of 500 people randomly selected from the first income quintile, the second from the second, and so on. Each incumbent candidate is then randomly assigned, shortly before the election, to make his/her case before one of these juries; you could be assigned to speak before a jury of the poor, or before a jury of the rich, but you would not know which one in advance. We could have weeklong, televised trials, perhaps presided over by special investigating magistrates, in an echo of the “audits” Ancient Athens subjected its officials to at the end of their terms. The jury could then vote (perhaps with some suitable supermajority requirement) on whether or not the incumbent should be allowed to run for re-election (in that election; no permanent disqualification is envisioned). The possibilities here are, of course, much more various: how we would organize such juries, run the trials, and so on would be crucial questions. I suspect a system like this would shift policy more radically, but I like the idea of having representatives having to justify themselves to randomly selected constituencies that do not have a geographical basis.

Anyway, I’m sure there are huge problems with all of these proposals, which I don’t expect to be political reality any time soon; this is more a thought experiment than anything else. I would nevertheless be interested to hear what some of these problems are, or what alternatives people can come up with.

Friday, August 10, 2012

Rawlsian Legislatures: A Modest Proposal


(Attention conservation notice: various harebrained schemes I cooked up preparing for a seminar on Rawls that appear to structurally mimic ideas about a “veil of ignorance.” Of purely theoretical interest.)

[Update 13 August: see also my further thoughts on these proposals here].

John Rawls’ A Theory of Justice famously introduced the idea of an “original position,” a hypothetical situation in which citizens would come together behind a “veil of ignorance” to select principles of justice that can regulate their common life. There are different ways of understanding the OP, but one useful way – which Rawls himself favoured later in life – is to imagine that the “contracting parties” in the original position are not the members of society themselves, but rather their representatives. Each of these representatives – modelled as rational negotiators – is then supposed to bargain for the best possible “deal” acceptable to the citizens they represent on the terms of cooperation in society, but without knowing which specific set of citizens they represent. This is supposed to ensure that the negotiating parties will only agree on principles that would be acceptable to all citizens as “free and equal.”  Leif Wenar in the Stanford Encyclopedia of Philosophy describes the basic point well:

The original position is a thought experiment: an imaginary situation in which each real citizen has a representative, and all of these representatives come to an agreement on which principles of justice should order the political institutions of the real citizens. Were actual citizens to get together in real time to try to agree to principles of justice for their society the bargaining among them would be influenced by all sorts of factors irrelevant to justice, such as who could appear most threatening or who could hold out longest. The original position abstracts from all such irrelevant factors. In effect the original position is a situation in which each citizen is represented as only a free and equal citizen, as wanting only what free and equal citizens want, and as trying to agree to principles for the basic structure while situated fairly with respect to other citizens. For example citizens' basic equality is modeled in the original position by imagining that the parties who represent real citizens are symmetrically situated: no citizen's representative is able to threaten any other citizen's representative, or to hold out longer for a better deal.

The most striking feature of the original position is the veil of ignorance, which prevents other arbitrary facts about citizens from influencing the agreement among their representatives. As we have seen, Rawls holds that the fact that a citizen is for example of a certain race, class, and gender is no reason for social institutions to favor or disfavor him. Each party in the original position is therefore deprived of knowledge of the race, class, and gender of the real citizen they represent. In fact the veil of ignorance deprives the parties, Rawls says, of all facts about citizens that are irrelevant to the choice of principles of justice: not only their race, class, and gender but also their age, natural endowments, and more. Moreover the veil of ignorance also screens out specific information about the citizens' society so as to get a clearer view of the permanent features of a just social system.

In Rawls’ view, the veil of ignorance can also play a role in the selection and evaluation of constitutions and laws. While the representatives of the citizens in the OP are supposed to select principles of justice in complete ignorance of the citizens’ class, gender, plan of life, and even the general features of their society, the veil can be “lifted” gradually to allow the representatives to agree on how these principles apply to more concrete institutions. This is what Rawls calls the “four-stage sequence”:

After agreeing on the two principles and a principle of just savings, the parties then proceed further through the four-stage sequence, tailoring these general principles to the particular conditions of the society of the citizens they represent. The veil of ignorance that screens out information about society's general features is gradually thinned, and the parties use the new information to decide on progressively more determinate applications of the two principles.

At the second stage the parties are given more information about the society's political culture and economic development, and take on the task of crafting a constitution that realizes the two principles. At the third stage the parties learn still more about the details of the society, and agree to specific laws and policies that realize the two principles within the constitutional framework decided at the second stage. At the final stage the parties have full information about the society, and reason as judges and administrators to apply the previously-agreed laws and policies to particular cases. When the four stages are complete the principles of justice as fairness are fully articulated for the society's political life.

Re-reading Rawls recently while preparing to teach a class, it struck me that it would be possible to mimic some of the structural features of this interpretation of the veil of ignorance in actual legislatures.

The simplest way to do this, it seems to me, would be to divorce electoral constituencies from accountability constituencies. Suppose legislators are elected in a relatively large number of small single-member constituencies (I’m thinking of a small place like New Zealand, where electorates are small, but one could imagine more complex schemes elsewhere). They go to a Parliament or Congress and negotiate laws as best as they can. At the end of their term, however, they must justify themselves to a randomly allocated constituency (not necessarily the one in which they were elected), which decides whether or not they can run for re-election. (A variant: the accountability constituency [also?] has the power to impose a financial penalty on the legislator if it finds the justifications for its actions lacking). The trick here is that the constituency that can hold the legislator accountable is not known in advance, either to the electors or to the elected MPs. If Rawls is correct, this should encourage elected legislators to negotiate “fair” legislative proposals –legislative proposals that are broadly acceptable to all in society.

An example may help. Imagine the electors for Wellington Central elect Grant Robertson their MP. At the end of his term, the Electoral Commission randomly assigns him a different constituency. Say he draws Auckland central, for example. Robertson then has to go to Auckland Central to defend his record in parliament; let’s say he’s given one month to make his case. Auckland Central then holds an “up or down” vote deciding whether or not he can run in the next election. If he’s voted down, he cannot run in that electoral period (though he may run in later periods – no permanent disqualification is envisioned here); otherwise, he gets to run again, if he so wishes, in Wellington Central.

One can easily imagine all kinds of problems with this system. (Consider the possibilities for strategic voting; and I’m sure the pros could come up with all kinds of ways of gaming this system). But I’m having way too much fun thinking about it to worry about these inconveniences right now. For example, imagine accountability constituencies that are functional or income-based rather than geographical. Legislators could be elected in standard geographical constituencies, but then randomly assigned to income-defined constituencies to make their case for being allowed to run for re-election. We might imagine that large “juries” of people from specific income quantiles could be empanelled, and MPs randomly assigned, at the end of their terms, to make the case for their policies to one of these juries in week-long trials. The juries then decide whether or not the MP is to be allowed to run again. Or imagine we got rid entirely of electoral constituencies. Instead, people would vote on the abstract composition of the legislature (expressing their preferences not only about the party composition of the legislature, as in closed list PR systems, but perhaps also their preferences about the level of education or income legislators must have, what percentage of legislators must be women, of a particular race, etc.). Political parties are then tasked to fill a legislature with these characteristics, but the legislators must then, at the end of their term, justify themselves to a randomly assigned constituency, which has the power to impose fines (and perhaps to award prizes).

Ok, so what’s the benefit of this, you may ask? If Rawls is correct, the fact that legislators would not know in advance to whom in society they would be held accountable would mean that they would be inclined to act in ways that are “publically justifiable” to all, including the “least advantaged.” What do people think?

Monday, August 06, 2012

Mixed Constitutions vs. Mixed Economies (or, Ancient and Modern Liberalisms)

(Attention conservation notice: Inspired by a student’s comment a while back, this has languished in my drafts folder. Contains speculative intellectual history, implausible connections between ancient and modern concepts, and self-promotion; nevertheless, I thought it would be worth trying out the argument)

The ancient Greco-Roman idea of the “mixed constitution” is usually taken to be the ancestor of modern (post 18th-century) constitutional ideas about “checks and balances” and the “division of powers.” This is fine as far as it goes; the early modern writers who first proposed and defended these latter ideas in a systematic way – people like Harrington, Locke, and  Montesquieu, for example – seem to have been influenced to some degree by Greek and Roman theories of the mixed constitution. They used these ideas as one of the lenses through which they interpreted British constitutional practice of the 17th and 18th centuries; and there is certainly a sort of family resemblance between the ancient idea about the need for “mixture” in a constitution and the modern idea that a constitution should implement some checks on state power through the functional division of authority among different “branches” of the government.

However, as many people have noted, ancient ideas about the mixed constitution are in many ways quite different from modern ideas about the need for a functional division of authority to prevent abuses of state power. Even the guiding metaphors are different: “mixture” and “separation” denote contrary ideas. But perhaps more importantly, it strikes me that ideas about the mixed constitution played a role in ancient Greco-Roman political discourse that is very different from the role that ideas about “checks and balances” came to play in modern political discourse, and that is in fact surprisingly similar to the role ideas about the “mixed economy” – an economy that incorporates both market mechanisms and government intervention – play in contemporary political thought. I don’t mean this as a claim about intellectual history: ideas about the “mixed economy” today clearly owe nothing to ancient ideas about the mixed constitution. I mean it as a claim about the conceptual place of ideas within particular discourses or debates. Let me try to explain.

As I argue in much pedantic detail in a piece I published last year somewhat misleadingly entitled “Cicero and the Stability of States” (History of Political Thought 32(3): 397-423 [gated, ungated] – the first half is a survey of ideas about the mixed constitution in Plato, Aristotle, and Polybius), ancient ideas about the mixed constitution have two strands.

On the one hand, there is a concern with domination by powerful people and groups. Here the idea of the mixed constitution serves as a model of the “constraints” that should be imposed on the powerful to prevent tyranny, and in this sense it plays a very similar role to ideas of “checks and balances.” However, whereas modern discussions about the separation of powers tend to emphasize the need for a functional division of the tasks of government (into legislative, executive, and judicial activities, for example) to prevent abuses of state power, ancient discussions of the mixed constitution tend instead to emphasize a social division of power among significant social groups to prevent its monopolization (a group “becoming” the state, so to speak). The “simple” or “unmixed” regimes are precisely those regimes where one social group – the rich, the poor, military leaders – monopolizes power (for good or ill; the unmixed regimes are not always considered bad, but they are always considered fragile for a variety of reasons); by contrast, the “mixed” regimes are precisely those where power is “shared,” or, metaphorically, these are the regimes which "mix" the monopolistic regimes so that no social group has uncontested dominance over the others.

To put the point very roughly, I suspect the modern emphasis on separating power goes hand in hand with an emerging consciousness of “the state” as a distinct unified institutional actor that can develop interests that are independent of those of other significant social groups (including dominant groups), and hence is concerned with the institutional mechanisms that can limit its ability to act in dominating ways; ancient political thought, by contrast, has no such consciousness of a “state” as distinct from the social groups that exercise political power (most Ancient Greco-Roman societies had nothing like a state in the Weberian sense of the word anyway), and hence is more concerned with the compromises that various groups need to make to share power stably in ways that are beneficial to all. This is only an imprecise sketch of a complex history, of course. After all, early modern liberal political thought was often also concerned with the problems posed by the domination of one social group over another; 19th century debates about suffrage are full of fears about what would happen if the poor were allowed to directly elect representatives and hence dominate the state, for example. And 17th and 18th century notions of “estate representation” do fit in quite naturally with ancient ideas about mixed constitutions.  Yet I am tempted to speculate in a vaguely Marxist way that ancient Greco-Roman political thought was more attuned to the permanent class conflicts of agrarian societies than early modern liberal thought, perhaps because the latter in part grew out of reflections on the management of confessional or sectarian conflicts in which the state was never merely a class agent, unlike the former.

At any rate, this concern with “sharing” power among significant social groups leads to a second strand of thought about political “mixture.” Here the idea of the mixed constitution serves as a model of the compromises that are possible and necessary between groups whose conceptions of justice – their conceptions of the appropriate distribution of the “benefits and burdens” in the community, their ideas about the appropriate level of hierarchy and equality in the organization of society, and so on – differ systematically according to their positions in society. For example, both Plato and Aristotle (and to a lesser degree other extant writers) suggest that the poor and the rich develop conceptions of justice that have a certain “bias” towards their own structural position: while the poor or the people tend to develop a conception of justice that emphasizes their equality as citizens, and hence the need for an equal distribution of power and authority in the community (expressed most radically in the lotteries of Athens), the rich or the elite tend to develop a conception of justice that emphasizes their inequality – their distinctiveness – and hence the need for an unequal distribution of power and authority (expressed in the demand for closed oligarchies and in justifications that claim the right to rule for those who contribute the most to the community, or those who are wisest, or have the most military virtue). Conflict between major social groups is not simply a clash of naked self-interest (at least not always), but rather appears as a contest between rival moralized conceptions of hierarchy, equality, and fair distribution.

For these Greek (and later Roman) writers, the key theoretical problem thus turns out to be how to bridge these divergent conceptions of justice for the sake of political stability while also promoting as far as possible various other important goods – freedom, independence, the effectiveness of the community as a fighting force, social solidarity, prudent decisionmaking, etc. How can political power be shared so that these contrasting conceptions of justice can all find some place in the community without monopolizing the whole, while maintaining a viable, even flourishing society in other respects? 

This problem is complicated both by material factors (extreme inequality makes it difficult to bridge the conceptions of justice of significant social groups, in the view of most of the extant Greek writers who talk about this problem) and by the fact that these group-relative conceptions of justice, however faulty, cannot be fully “educated away.” That is, whatever the truth of the matter about justice is (and Greek and Roman thinkers thought this was an answerable question) it is simply not possible to consistently convince people in structurally different positions that their conceptions of justice are incorrect. (At best, education can soften the edges of those differing conceptions of justice, but not transform them consistently). The “mixed constitution” is then an attempt to describe how one might give all these different conceptions of justice – or different ideas about what is valuable, or what gives people title to rule – some place within the polity despite the fact that they are partially incorrect (because one-sided) and hence in some ways damaging to the community, and despite the fact that they cannot be "corrected," while not wholly sacrificing other important values. In Plato, for example, the test of a well-organized mixed constitution is that it balances the characteristic values associated with “democracy” (where the poor or the many are dominant) and “monarchy” (a synecdoche for all regimes where small elites are dominant) so as to promote philia (social solidarity), eleutheria (freedom and political independence) and phronesis (prudent decisionmaking). Let me quote myself:

The Athenian Stranger [the main speaker in Plato’s Laws] suggests that a constitution can achieve these three objectives by “mixing” in the right proportion the values traditionally associated with monarchy, especially Persia, and the values traditionally associated with democracy, especially Athens (693d). “Monarchical” values emphasize subordination and status hierarchies, and thus enhance the coordination of action necessary to effective military power, i.e., the kind of power that ensures eleutheria as political independence (694a). But if they are over-emphasized, they disrupt both the solidarity and affection (philia) between rulers and ruled and the ability of information and insight to flow to the rulers (phronesis; 694a-b), increasing the city’s vulnerability to external forces and diminishing the ability of rulers to actually rule for the common good (697d-698a). By contrast, “democratic” values emphasize personal autonomy and equality, and thus enhance the solidarity and affection between rulers and ruled as well as the flow of information throughout the city, which makes the city able to defend itself intelligently at least so long as it can coordinate its actions through its laws and rulers even against vastly superior forces (cf. 698b-699d). But if they are over-emphasized, the city loses both its ability to recognize and defer to actual expertise (and hence loses intelligence; cf. 701a) and the ability to coordinate properly that submission to laws and rulers provide. It thus disintegrates into “every man for himself” (cf. 699c-d), again making it vulnerable to external forces.

Properly constructed institutions will ensure that the citizens will be properly submissive to the laws and the rulers (indeed, that they will “fear” and “revere” the laws and the rulers, cf. 698b), but will also grant enough personal autonomy and ensure enough status equality to ensure that phronesis flows through the city and rulers and ruled share enough affection for each other. Such a constitution will “weave together” the “mother constitutions” of monarchy and democracy (693d) in the sense that it will induce a measured combination of their characteristic values capable of simultaneously ensuring solidarity and affection between rulers and ruled, intelligence in the actions of the city, and the preservation of its political independence. (moi, pp. 403-404)

Though “liberalism” as such did not exist in the Ancient Greco-Roman world, the idea of the mixed constitution thus seems to me to be designed to deal with problems similar to those that have motivated much modern liberal thought: how to deal with intractable conflicts of value (about justice, in this case) when no significant social group can be assumed to have a monopoly on the truth (the philosopher does not count as a social group, even if she does have the truth about justice) in a relatively peaceful way. But ancient mixed constitution thinking (at least the mostly Greek variant of it before Cicero that has come down to us), unlike classical liberalism, tended to see these problems in the context of deep-seated, ineradicable distributional conflicts; and as such, it seems to me, it played a role in political thought similar to the role the idea of a “mixed economy” plays today.

Modern economic debates about the role of the state in the economy are obviously never merely technical debates; they usually invoke, either implicitly or explicitly, different conceptions of justice and fairness, and different answers to the question about the kinds of power that partisans of these conceptions of justice and fairness ought to have in society. (Consider: "taxation is theft" vs. "you didn't build that"). They are debates about what is the right distribution of burdens and benefits in society, and draw on deep-seated intuitions about desert, property, and the like that appear to vary among distinct social groups. The idea of a mixed economy then serves as a model – varying in detail depending on its particular proponent, of course – of the appropriate distribution of social power among partisans of different conceptions of distributive justice, including both a description of the kinds of constraints that should be imposed on powerful social groups (e.g., how democratic states should constrain markets and vice-versa) and a description of the kinds of compromises that partisans of particular ideas of fairness or justice must make while still promoting efficiency (the modern equivalent of the Platonic “prudent decisionmaking” or phronesis), common identity (the modern equivalent of the Platonic philia), and personal autonomy (the modern equivalent of eleutheria).

Proponents of a mixed economy of course disagree about the specific institutions of that would instantiate it properly, just as Plato, Aristotle, Polybius, and Cicero had different views about proper mixture in a constitution. My point is more about how the abstract model of the mixed economy seems to serve as a reference point for attempting to find pragmatic compromises among social groups with ineradicably different views concerning distributive justice and enduring, if unbalanced, forms of social power (numbers vs. economic power, for example) even if we think that some of these views are correct (or more correct than others). We might say that like the mixed constitution in antiquity, the mixed economy today serves as a standard description of the second best.

Update 7 August: fixed some oddities of grammar and missing words.

Tuesday, July 10, 2012

New Book: A Stranger's Knowledge: Statesmanship, Philosophy, and Law in Plato's Statesman

Due to a vaguely superstitious reluctance to make an announcement until I had the final physical copies in my hands, I neglected to announce here the recent publication of my first bookA Stranger's Knowledge: Statesmanship, Philosophy, and Law in Plato's Statesman (Parmenides, Amazon). But I now have physical proof that the book is truly available!





(And it's reasonably priced, too, for an academic monograph). 


My interest in Plato's Statesman may seem odd to regular readers of this blog, given that it has morphed into a blog on dictatorships, cults of personality, democratization, and the like. But this blog first started (years ago) as a home for orphaned footnotes that were excised from the book's first draft (click on the archives around 2007 to find some of them; it has taken me a long time to get here). Plato also remains the most prominent, interesting, and challenging defender of the rule of knowledge against the rule of the people, so my turn to the study of nondemocracy is perhaps not so surprising; and the many years I spent working on my interpretation of this puzzling dialogue have continued to nourish my thoughts in unexpected ways (e.g., my series on epistemic arguments for conservatism).  


The dialogue, at any rate, is an exquisite puzzle, which is probably what attracted me to it in graduate school in the first place. A conversation between an unnamed "stranger" from Elea and a young and pliable mathematician named Socrates (not the Socrates of most of the dialogues, who witnesses the conversation but, aside from a short prologue, never says a word), the dialogue purports to be part of a trio of conversations set right before the famous trial of Socrates, each of them concerned with defining a different figure: the sophist, the statesman, and the philosopher. But though the Sophist exists, the Philosopher dialogue does not exist (and it is likely that it was never intended to exist); instead, the Sophist is placed in fictional continuity with the Theaetetus, Plato's most important dialogue on knowledge. The conversation itself is delightfully weird. It is full of strange distinctions and odd conclusions (including an elaborate joke about human beings being "featherless bipeds" or "two-legged pigs," which was apparently fodder for ancient pranksters like Diogenes the Cynic), dead ends and mistakes that are extensively discussed and acknowledged within the conversation itself, a long and detailed digression on the art of weaving, and a complex myth about a great "cosmic reversal" of motion in which human beings are depicted as being born from the earth in old age and living their lives in reverse. All of this leads to an ambiguous defense of the rule of law as "second best" and a characterization of the genuine statesman as someone whose main concern is the timing of existential decisions for the polity as a whole, in apparent tension with Plato's classic discussion of the "philosopher king" in the Republic


The puzzle lies in trying to make sense of how all of these disparate elements (which draw explicit attention both to their ill-fittingness and their fittingness) fit together as a single pedagogical and theoretical exercise; and the book is my attempt to provide a solution to this puzzle that makes sense of the dialogue not merely as a methodological discussion (as most scholars argue) but as a work of political philosophy that is decisively concerned with the question of what "political knowledge" could even mean. I may say more about my answer to this question later (though, as with most Platonic dialogues, most of the fun lies in trying to understand the movement of the conversation rather than in the answers to which the conversation arrives); buy the book (or tell your friendly academic librarian to buy the book) to find out the full version. 

Monday, May 21, 2012

Democracy and development since 1950 in one chart

My previous post, in one chart:

(Click here for larger size).

Bubbles to the right are more democratic countries, measured using the Unified Democracy Scores; bubbles to the left are more autocratic countries. Note how the left side of the graph has much more volatility, even within single countries, as expected; the bubbles move up and down like crazy. By contrast, on the right side of the graph everything oscillates more sedately. (Try following Lebanon, for example; you can also zoom in to particular regions of the graph). For another interesting view, change the color to "regime type" and set the Y axis to plot GDP per capita (rather than GDP per capita growth). (Change the scale to "log," too, for a clearer view).

(Data on economic growth from the Penn World Table.)

Thursday, May 17, 2012

A Very Short Quantitative History of Political Regimes, Part 1.75: Democracy and Development

(Statistician General’s warning: no significance tests or confidence intervals were harmed in the writing of this post. Appropriate model assumptions not guaranteed. Do not use without consulting a trained and licensed statistician.)

I haven’t done one of these posts on the history of political regimes in a while, but I am preparing something for a class on the topic of the relationship between political regimes and economic development, and figured it’s a nice addition to the series. Besides, it is always a good time to put up pretty graphs on this blog.

What is the relationship between political regimes and economic development? The basics of this relationship in the post-WWII era seem pretty well understood: basically, the richer the country, the more likely it is to be “democratic” (in the sense I’ve discussed here and here, where democracy is conceived as a system of normatively regulated competition for control of states including the usual paraphernalia of elections, freedoms of speech and assembly, etc.), though the reasons for why this is the case remain disputed, and there are obvious and significant exceptions to this pattern. Conversely, the academic literature suggests that democratic regimes have a slight and indirect long-term development advantage, though the evidence for this claim is much more controversial, and there is no consensus on how this particular advantage operates, if it exists at all (for a meta-analysis of studies on this topic, see here).

Here I want to look at how the relationship between development and democracy has changed over the past 60 years. For our purposes in this post I am going to use the Unified Democracy Scores developed by Pemstein, Meserve, and Melton. These scores basically aggregate the information contained in nine other democracy scores – Polity IV, DD, Freedom House, and six other lesser known indexes – in such a way as to indicate the “uncertainty” associated with particular country ratings. The score for a given country ranges between around -2 and around 2, with higher numbers being “more democratic.” A score of “zero” can be interpreted as a cut-off between more or less “open” regimes and more or less “closed” regimes, though we could also use three breaks, with regimes at one end of the distribution being clearly “dictatorships,” regimes at the other end being clearly “democratic,” and regimes in the middle being “hybrid” regimes of various kinds – competitive authoritarian, tutelary democracies, democratizing monarchies, etc.  As an example, here are the scores for the year 2008, split into three quantiles to indicate 
these broad regime categories:
Unified Democracy Scores, 2008

(The length of each horizontal line is the 95% confidence interval for the score; in general, small democracies at the top of the scale have more uncertain ratings, while dictatorships at the bottom of the scale have narrower confidence intervals, indicating less disagreement about the classification of dictatorships than about the determination of the level of democracy beyond a certain point). A three way split works quite well: the countries in red are the more obvious dictatorships, while the countries in blue are more clearly democratic, and the countries in green have the sorts of problematic hybrid regimes that are difficult to classify with certainty as either wholly democratic or wholly undemocratic.

Using those breaks, here is what the distribution of regimes looks like since the 1950s:
Distribution of regime types since 1950

Fully closed regimes had their peak in the late 70s and early 80s, but the end of the Cold War pushed many of these to at least hold elections, as we saw in this post. But how has this distribution evolved in terms of income per capita? Consider this plot:
Income per capita per year and regime type

(GDP data from the Penn World Table). Each circle shows the median income of the particular regime type for a given year, where the size of the circle is proportional to the number of regimes that fall into that category. The lines show a lowess fit for the overall trend growth of income for each particular regime type. I interpret the story the graph tells as follows.

The median income of democratic regimes has been higher than the median income of both hybrid and fully authoritarian regimes since at least the 1950s, and the gap has in general widened, not narrowed, even as the number of democratic countries has increased. (From this graph we cannot tell, however, whether the gap has widened because democratic countries have grown faster, or because non-democratic countries that grew fast turned into democracies; from the graphs below, we may infer that it was a mixture of both). The gap was highest during “peak authoritarianism” in the late 1970s and early 1980s, when most poor and newly independent countries were either hybrid regimes or dictatorships, but it stopped growing after the end of the cold war, when a number of relatively poor countries became democratic.

Interestingly, whereas before the end of the cold war the median hybrid regime was also richer than the median dictatorship, this pattern is reversed after the end of the cold war. Full authoritarianism proved almost impossible to sustain in poor countries without the patronage of the major powers or natural resource wealth; for the most part only relatively rich dictatorships, or dictatorships that retained a special relationship with a major non-democratic country, survived, whereas most poor countries today have some sort of hybrid regime. Thus in 2008, the list of full dictatorships included Saudi Arabia, North Korea, Myanmar (Burma), Qatar, Libya, Swaziland, Uzbekistan, Turkmenistan, Laos, China, Eritrea, Cuba, UAE, Oman, Equatorial Guinea, Sudan, Iran, and Syria. (Not all of these had GDP data in the Penn World Table – North Korea, for example. Note also that some of these regimes have large levels of uncertainty associated with them – the list could very well have included Brunei, for example, instead of Iran; but the basic point does not appear to change if we switch some of these around. I haven’t really checked, since this is only a blog post and checking requires some actual programming, but one could check by drawing new samples of democracy scores from within the distribution Pemstein, Meserve, and Melton generate. That’s the fun thing about the UD scores. It is also worth noting that some of these regimes appear to have survived the end of the cold war only because they had unifying enemies – Eritrea, Cuba, and Iran come to mind; fear can be just as stabilizing as wealth.)

What about growth? Is any particular regime type consistently associated with economic growth? Here’s what it looks like when we plot the relative growth performance of different regimes in every year since 1950:
Economic growth by regime type per year

(Click for a larger version). Each circle represents the median growth rate for the regime type indicated by the color; the size of the circle is proportional to the number of regimes in that category for that year. The lines show a lowess fit of the trend growth rate of each regime type; the shaded areas represent automatically generated 95% confidence intervals. (Many caveats apply. See warning above). Any year where the blue circle is higher than the red or green circles is a year where the median democracy did better than the median hybrid regime or the median dictatorship.  

As indicated by the width of the confidence intervals around the red and green lines, dictatorships and hybrid regimes have had more variability in economic performance than democracies since at least the 1950s: more growth “miracles” and “disasters,” often in the very same country. (See this paper by William Easterly for the actual scholarly version of the argument). To the extent that we can ignore these confidence intervals and focus only on the trend performance, democracies have not always done better than these other regimes. In the early post-war era it seems that dictatorships did better (though most did about as well as democracies), but then decolonization came along and the growth performance of dictatorships basically cratered. Indeed, the 80s, when the so-called “third wave” of democratization began, was also (not coincidentally perhaps?) the time when the “growth gap” between democracies and hybrid and dictatorial regimes was at its widest. Ominously, the last decade has seen a reversal of this pattern, which explains much of the (not very well thought out) commentary about the rise of the “Chinese model.” (Democracies, in particular, seem to have been much more strongly affected by the financial crisis that started in 2008 than either dictatorships or hybrid regimes, though all regimes appear to have been affected to some extent). Yet we should not make too much of this; even in the last decade, democracies did basically the same as the other regimes, judging by the overlap in confidence intervals – their responses seem not to have been too obviously wrong relative to the responses of authoritarian  countries (many of which benefitted from high oil prices). And we should remember that the median per capita GDP of democracies is already much higher than that of dictatorships or hybrid regimes; if we ought to be worried about anything, it is about the effects of bad economic performance on hybrid regimes, which could potentially lead to a reversion to more authoritarian forms of government:
Economic growth by regime type per year

I have purposely refrained from making any big claims about a general relationship between regime type and economic performance. From the evidence above, it seems that there has not been a great deal of difference between different regimes, except in the 80s. But instead of throwing away information by breaking the democracy scores into categories, we could try to look at what the relationship between the raw scores and growth rates looks like in general. Here’s my idea (please tell me if this doesn’t work; there are probably a million problems with it I haven't thought about). For every year, we estimate a simple linear model of the form growth = a*democracy_score + b*log(gdp_per_capita) + c + error. We then plot the coefficient for each year; when this coefficient is positive, the more democratic the country, the better its performance for that year, adjusting for its existing level of economic development, and when the coefficient is negative, the opposite is true, i.e., the less democratic the country the better its growth performance for that year (many caveats apply). When we do this, we find that more democratic countries had a clear growth advantage only between the mid-1970s and the mid-1990s, and that advantage seems to have been lost in the 1990s, even reversed:
Growth advantage of democracy per year


(An even simpler model, not controlling for the existing level of economic development, gives a broader democracy advantage, extending back to the 1960s, but not a radically different picture.) It is worth noting that these relationships are different in different regions: the “democracy advantage” calculated using this method has been negative in East Asia, South Asia, and Western Europe for the period 1950-2008, and zero or positive just about everywhere else:

Growth advantage of democracy per region

Interestingly, Polynesia, East Africa, and Central Asia have had some of the largest “democracy advantages”: the more democratic the regimes have been there, the better their growth performance. Looking at entire continents, the broadest democracy advantage by far is in Africa (and it is positive in all).(Many caveats apply: for example, there isn’t a lot of variability in the democracy score in some of these regions, like in Australia and New Zealand, and the calculated coefficients aren't always significant).

Anyway, more could be said, but it’s late and I need to move on. Any thoughts on how to further this sort of analysis? All code needed to replicate these plots is available here; you will need to download the Unified Democracy Scores and the Penn World Table separately. You also need this file of country and region codes.

[Update, 18 May: fixed a small mistake in the last two plots. Results don't change, though the Polynesian "democracy advantage" is now more pronounced]

[Update 2, shortly after: I take it back. It was fine the first time, though it doesn't make much difference.]

Saturday, May 05, 2012

Educational software I wish existed: StackExchange for teaching in the Humanities and Social Sciences


Here’s an idea I’ve been mulling over for the past week. (Mulling over enough to have spent many hours in an abortive attempt to create a prototype. But even simple web application programming seems to be a nontrivial problem that requires more time investment than I can muster right now). I have a large bank of questions for some of the courses I teach. These are mostly essay questions (short and long) of varying degrees of complexity, that ask students to make arguments, provide evidence, point to real-world examples, etc. I usually select the questions for final exams or other forms of assessment from this pool; a student who could answer all of them well would have essentially mastered the content of the course.

I would like to have a web application that draws on this pool of questions to do this:

  1. In “quiz mode” a student would either select a question or be served a random question from the pool, and then he/she would answer it. They could then move on to a different question, for as long as they wished. (Perhaps the questions could be served in such a way that students can vote for the questions they most want answered, as in Google Moderator). The software would also allow the students to rate both the quality of their own answers (how good they think their answer is) and/or their level of confidence in their answer (how certain they are that they have a good answer), as well as the level of difficulty of the question. Their answers and ratings would go into a database; as they accumulate, the instructor could see which questions are rated as “hard” by students, or display characteristic problems, and focus teaching efforts there.
  2. In “rating mode” students would either select a question or be served a random question from the pool, which they would view along with any (anonymized) answers from themselves, other students in the course, or even the instructor. They could then vote on which answer is best (if there is more than one answer) or rate the quality of existing answers. Perhaps they could also comment or edit existing answers if they want to add something to them, or feel a correction is in order. As these ratings accumulate, students would get a better sense of what counts as a good or a bad answer (assuming the “wisdom of crowds” works its magic; the courses I have in mind for this sort of application have around 100 students, which seems like it would be enough).
  3. In “asking mode,” the application would allow students to submit questions, which then would go into the pool and could be answered by other students in the class. (Administrators could edit the questions for clarity or reject questions that are not sufficiently related to the topic of the course). 
  4. The application could even have something like the reputation management features of the StackExchange family of sites. Students who answer questions would gain reputation “points,” so long as their answers are rated relatively highly (fewer points for unrated or lower-rated answers); asking questions or rating answers would also get them some reputation points, though fewer. (For purely illustrative purposes, imagine that asking a question nets you 2 reputation points, so long as it is not rejected by the instructor, rating an answer nets you 1 point, and answering a question nets you between 5 and 10 points, depending on how highly rated your answers are). Perhaps these reputation points could be translated into actual grade points at the end of the term in accordance with some appropriate formula, though that would depend on the design of the course.


As I imagine it, an application like that would offer students extensive practice in writing, especially if combined with say, a requirement that they answer at least one question every week (in fact, this system could displace one of the traditional two essays we ask students to complete in many courses). It would also help them practice the entire material covered in the course: since the questions for the final exam would be drawn from the pool (or be very similar to some of the questions there) students who use the tool would be essentially studying for the final every time they use it. (“Quizzing” yourself is one of the most useful study techniques available, and the system would be designed so that you would get relatively quick, and eventually accurate, feedback on your answers, without the instructor having to grade hundreds of essays). And I (the instructor) would in turn get feedback on how well they understand the material, as well as on what aspects of the course they are having difficulty with. 

What do people think? What problems would you foresee emerging with a system like this?

As far as I can tell, nothing quite like that exists, though in some ways this would be like a private version of StackExchange, seeded with a pool of questions on some specific course topic and open only to people taking the course. Google Moderator has some useful features, and I’ve been thinking about using it as a study tool for students in my course this term, but it would not be fully integrated with the rest of the assessment in the way I would want. Or is there something out there that I’m missing? How difficult would it be to develop the system I've described above?