bookmark_borderFitness varies by the job

In Understanding the Process of Economic Change Douglas North observed that governments are less efficient than markets at solving problems because the problems that are left for the government to solve are the ones that the market cannot solve efficiently. Or, to put it another way, governments are less efficient than markets because of the nature of the problems each is asked to solve, not the inherent nature of governments vs markets.

The implication here is that government may well be the most efficient mechanism for solving the sort of problems left for governments to solve—at least at the time that the government took on the solution. Markets, presumably, would solve them no more efficiently. Similarly, governments are less efficient at solving the sorts of problems that markets are good at solving.


What are some factors that make markets or government better fit for a problem? I don’t have an exhaustive list, but two factors mentioned in the book are transaction cost and alignment of incentives.

When transaction costs can be fully internalized into the price, the market is likely to be more efficient than a centralized solution imposed by the government. However, if costs are not fully internalized then a centralized solution can be more efficient. However, those are not the only two options. A hybrid option is that the government uses its authority to force the internalization of cost. This is the idea between markets in various emissions.

Incentive alignment is harder to describe concisely. Problems that are well suited to the market are those whose incentives are aligned to the rules of the market. That means that markets tend to work well when the main factors you care about can be included in the price. However, price cannot capture all of the incentives that we might want to consider. When non-price translatable incentives contribute a non-trivial share of the value of some action, then market mechanisms are likely to be ineffective.

As a concrete and timely example, the market would be a terrible way to set policy for distribution of covid-19 vaccines. That would magnify the disparities we already see in covid-19 deaths because it would favor folks who are already less likely to die from the disease. However, markets may well be an effective mechanism for setting up the actual distribution network, with more vaccination capacity allocated to those organizations that demonstrate an ability to more effectively deliver the vaccines to people according to the schedule that the state and national governments determined. As this article discusses, in West Virginia a public-private partnership is getting effective results—and a different public-private partnership with CVS and Walgreens is not doing as well.


However, we should not assume that this flow is static or only goes one direction. Some solutions taken on by the government may be better taken on by the market. When this is because the government chooses to not solve the problem—whether or not the government could theoretically solve it more efficiently—then it is easy to see that the market should solve the problem instead. When we talk compare efficient solutions, we only include those which are actually available.

The harder case is when capabilities and constraints change in a way affects the efficiency with which a problem can be solved. A problem that was once most efficiently solved by the government may now be more efficiently solved by the market. A problem that was once solved most efficiently solved by the market may now be more efficiently solved by government.

These cases are the most challenging because organizations, once given a power, tend to be reluctant to give up that power. The more monopolistic the organization that holds the problem solving power is, the more resistant it will be to change. This means that in markets where a player has disproportionate power shifting problem solving power will be harder—whether that shift is within the market to another player or to a government. Even harder is when something should shift from the government back to the market. Since the government generally puts the force of law behind its monopolies, even motivated new solution providers can be stopped from getting a foothold.


So the interesting debate is not government versus markets, but rather which problems are suited for which problem solving mechanism. This is not a tradeoff we should discuss once but one which we should be reevaluating regularly as the landscape of capabilities and constraints evolves. Sometimes, the best approach may be a hybrid solution where we utilize a public-private partnership to divide the problem we are trying to solve into parts that are best handled by the market and those which, due to externalized transaction costs or incentive alignment, are better solved by the government.

bookmark_borderA Concept to Know: Nebulosity

Often, a debate is not only about which conclusions about a topic are correct. It is as much, or more, about defining the topic itself.

Yet we are rarely able to pin down definitions precisely—sometimes not even vaguely . We can learn something from postmodernism here. While I don’t personally consider postmodernism a philosophically healthy place to stay, it’s an important place to pass through. The critical heart of postmodernist theory, in my view, is that the observer is an unavoidable part of their view of reality. Thus, the idea of an objective, rationalistic reality is untenable. (I like this article’s discussion of postmodernism.)

This idea leads to observation that human categorizations of the world are socially constructed. Social construction includes everything from contentious-to-define categories such as those around race and gender or seemingly-mundane categorizations such as eggplants. Social constructionism can quickly lead down the path to believing that subjectivity is all that there is. And if everything, even the definition of an eggplant, is subjective, who is to say that there is any such thing as an eggplant?

This is where the idea of nebulosity comes in handy. It provides a way for us to balance the idea that the complexity of reality destroys our ability to have a purely objective rationalistic account of reality with the observation that there is a something out there which provides the ground truth for our observations.

Nebulosity means cloud-like, without a fixed boundary.

When does a cloud stop being a cloud? We can provide various definitions based on observable properties of the cloud, but whether or not that definition is correct depends on the context in which the definition is used. If we are defining a cloud for the purpose of weather prediction we may use different criteria than if we care about finding shapes in the clouds on a lazy summer day.

One important thing to realize about nebulosity is that it is not just uncertainty. Uncertainty is a statement about one’s knowledge of the world. Nebulosity points to the idea that the fuzzy boundaries are part of the world itself, not just our perception of the world.

Why is this idea useful, especially with respect to definitional debates? Nebulosity helps us understand that while definitions are constructed and malleable, they are not arbitrary. The subjectivity comes in deciding where within the fuzzy, nebulous boundaries we draw the categorical line.

The idea of nebulosity also help us understand why some definitions are harder to pin down than others. To go back to the examples above, gender and race may consist nearly completely of fuzzy boundary. Eggplants have nebulosity (e.g., do you care culinarily or botanically?), but there is greater consensus on what is in vs out.

The practical upshot of this is that we should always think about definitions within a context and with a specific purpose. Definitions are not (generally) arbitrary, but they are dependent on how they will be used.

(By the way, eggplants were not chosen at random. The ideas in this post owe a lot to David Chapman’s in-progress works In the Cells of the Eggplant and Meaningness (which is where the nebulosity link above came from). Despite their incomplete state, I recommend both for encouraging some interesting thought explorations.)