Economists Do It With Models

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What Does Economics and Starcraft Have In Common? T-Shirt Edition…

June 8th, 2011 · 207 Comments
Econ 101 · Just For Fun · Macroeconomics

My friends are very good at looking out for me and my nerdy interests. For example, my friend saw a t-shirt with this graphic and decided to ask the wearer some follow-up questions:

Unfortunately, my friend was discussing economics, and the poor kid that he was talking to (as the story is told to me, at least) just looked at him like he was crazy. (My friend is not crazy, for the record, just perhaps overzealous when it comes to talking to strangers.) As it turns out, the t-shirt was not meant to be an economics reference but rather a Starcraft reference. Hm. What could micro and macro in Starcraft possibly refer to? Thankfully, my friend did a little research for me:

Micro and Macro specify two techniques you must master in order to be successful when playing Starcraft. As the name indicates, Micro refers to more local, specialized events, while Macro concerns the overall flow of the game and the economical side. It is important for every Starcraft player to have a balance of these two.

Micro is the ability to control your units individually, in order to make up for pathing or otherwise imperfect AI. For example, controlling only two Marines to kill a Lurker, or being able to kill multiple Scourges with Mutalisks is considered “Micro”. The general theory of micro is to keep as many units alive as possible. For example it is better to have four half-dead Dragoons after a battle, rather than to have two Dragoons at full health and two dead ones.

Macro is your ability to produce units, and keep all of your production buildings busy. Generally, the player with the better macro will have the larger army. The other element of macro is your ability to expand at the appropriate times to keep your production of units flowing. A good macro player is able to keep increasing his or her production capability while having the resources to support it.

While it is ideal to perform optimal micro and macro, it is usually impossible to do both tasks together as well as one could perform each separately. Thus, a player is forced to make the decision where to allocate his or her actions and attention. In order to win, a player should consider the opportunity cost of his or her choice. By spending attention on micro, we are omitting macro, and vice-versa. It is generally accepted that good macro is more valuable than good micro.

Now I can’t help but postulate about the diminishing marginal utility of dragon health, since that would explain why four half-dead dragons would be better than two healthy dragons and two dead ones. (Note: My confirmation bias caused me to read the above as “dragons” rather than “dragoons,” but I left it because I like my way better. I will, however, acknowledge that diminishing marginal utility of dragoons makes even more sense.) But I digress…it’s interesting to me (and probably not random) that the Starcraft definitions of micro and macro coincide pretty well with the economic definitions of micro and macro. From P.J. O’Rourke in Eat the Rich:

Microeconomics concerns things that economists are specifically wrong about, while macroeconomics concerns things economists are wrong about generally. Or to be more technical, microeconomics is about money you don’t have, and macroeconomics is about money the government is out of.

Hm, that’s not…okay, fine, it’s kind of right. The point is that microeconomics analyzes individual markets and macroeconomics looks at aggregate production and income. You know, kind of like in Starcraft. Weird, right? Let’s look at some other parallels.

  • “The other element of macro is your ability to expand at the appropriate times to keep your production of units flowing.” Um, Keynesian economics and monetary/fiscal policy, anyone?
  • “While it is ideal to perform optimal micro and macro, it is usually impossible to do both tasks together as well as one could perform each separately.” Amen. Economists have a lot to say about the benefits of labor specialization, which are applicable to their own field as much as it is everywhere else.
  • “In order to win, a player should consider the opportunity cost of his or her choice.” YES. The cost of something is what you have to give up in order to get it, and those things you give up aren’t always explicitly money.
  • “It is generally accepted that good macro is more valuable than good micro.” Well CLEARLY this is where the analogy goes off the tracks. =P In fairness, there are probably more important questions in macroeconomics than in microeconomics, but there are also a lot more unanswered questions in macroeconomics than in microeconomics. (Not surprisingly, these two sets of questions overlap a lot.) If you take “good” macro to mean “we’ve figured out answers to all of those pesky questions,” then it probably is the case that good macro is more valuable than good micro- we’d know what causes business cycles, how to correct them, why some economies grow faster than others and how to jump start the slow ones, etc. The problem is that we’re not there yet.

This was all really just a long-winded way of saying that I am totally buying that t-shirt.

Tags: Econ 101 · Just For Fun · Macroeconomics

207 responses so far ↓

  • 1 Viktor // Jun 8, 2011 at 12:38 pm

    If you have ever watched the Koreans play Starcraft (there are YouTube videos) then you would also learn about “actions per minute” their performance measure. They are good. Insanely good in that Olympic athlete way.

  • 2 Kirk // Jun 8, 2011 at 1:44 pm

    http://wiki.teamliquid.net/starcraft2/Main_Page The BLS of Starcraft Economics.

  • 3 Craig // Jun 8, 2011 at 4:39 pm

    “Dragoon” is a military term for mounted infantry or cavalry. “Dragon” is a mythical creature. (I don’t know if the “dragoon” in Starcraft is slang for a dragon.)

  • 4 liryon // Jun 8, 2011 at 5:02 pm

    For any given player, his or her actions per minute (APM) in the short term is fixed. APM is the primary resource available to the player, by which the player completes all actions, including exchaning APM for in game resources such as minerals and gas. As a player, I agree with the macro is more important than micro idea. It feels like there is an extent to which, if one does not keep up with the opponent in terms of macro objectives, such as ammassing in game resources and increasing army value, all the micro in the world will not lead to a win. I think it if safe to say that this remains true in all cases, however it may be that microing is simply less efficenet in terms of APM for the gain provided than using a more optimal macro stategy.

    There are now artifical intelligence compeitions where computers play starcraft (the original) without cheating like the built in AI from ~1997. These AI’s have APM’s many orders of mangnitude higher than that of even the best human players. The Berkeley Overmind team (http://overmind.cs.berkeley.edu/) won the 2010 competition and they have a number of videos that detail how their AI works. There is also an excellent article on the Overmind on Arstechnica (http://arstechnica.com/gaming/news/2011/01/skynet-meets-the-swarm-how-the-berkeley-overmind-won-the-2010-starcraft-ai-competition.ars/). There is one video (http://www.youtube.com/watch?v=AeTNFk6XdHk) in particular from that artical that shows how effective micro can be with the kind of APM this AI is capable of. In this video Mutalisks, the single attack unit used by the Overmind in the late game, take down a pair powerful anit-Mutalisk units by microing at a humanly impossible level. Each of ~10 Mutalisks is individually directed according to its potential to attack combined with its potential to be attacked. This creates a constant churn of motion, which protects the Mutalisks from the enemy’s powerful attack when they can not attack themselves. The number of APM required by the AI to prevent the death of a few Mutalisks is staggaring.

    I agrue that because the the AI is able to limit losses with exteme microing, the optimization of it’s macro strategy is much less important. It doesn’t need to collect resources or create new units as fast as an oponent who can not spare the APM to mico the Mutalisks, such as a human player. It would take far fewer APM to replace the Mutalisks than to save them. That, however, would require the AI be able to increase unit creation capacity beyond, which is a macro operation that takes time. Ever increasing macro capacity is already a priority, so it saving the units does result in a better macro position as less unit creation capactiy goes towards replacment than the for the APM limited human player. This results in large army value, another metric for comparing dissimilar units in terms of price of in game resources. From the article, it is clear that much of the team’s work in building the AI was devoted to a whole host of micro issues.

    The core parallel here is that a sound understanding of microeconomics will help in reaching a sound understanding of macroeconomics. It may not be very efficient, but at least by analogy, the micro side adds value to the macro side. I don’t think that was ever in dispute. I do wonder to what extent a boom and bust cycle emerges in the Overmind AI’s macro stategy.

  • 5 Jacob // Jun 8, 2011 at 5:43 pm

    Don’t forget that this is a war game when you are talking about the merits of Keynesianism. The point is to mine all of the resources you can as fast as you can and to destroy the others with what you produce. You’re not making schools and hospitals and consumer goods you are making soldiers and planes. And there is no incentive to manage and temper production. The mines and gas mines in starcraft deplete and you have to uproot the city to move to where there are more resources. This let’s you see what buildings you cannot move and therefore lose that capital value of.

    Look at video games that have actual digital markets in them like Final Fantasy. I’ve never played it myself, but a kid i knew i high school bought a car with the money he made in it.

    The key thing behind it is scarcity. Same as in Starcraft (except that time is more important is StarCraft). Some items and things are better quality and take more effort to produce. The problem comes in when someone like John Rockefeller starts playing and undercuts all of the competition through questionable practices.

  • 6 Q // Jun 8, 2011 at 11:51 pm

    A few things:

    1) The copy and paste explanation is unnecessarily long-winded. Micro aka micromanagement refers to unit control in battle. Macro refers to economy management. Two sentences is all you need.

    2) While I appreciate the attempts at glibness with respect to micro/macroecon, anything beyond first glance comparisons is simply too great a stretch.

    3) Being a Starcraft player, I came across the shirt some time ago, but the econ connection never occurred to me. I guess that’s what I get for doing finance.

  • 7 Browsing Catharsis – 06.09.11 « Increasing Marginal Utility // Jun 9, 2011 at 8:01 am

    […] Economists Do It With Models compares the definitions of micro and macro in economics and Starcraft. […]

  • 8 Punditus Maximus // Jun 12, 2011 at 10:55 pm

    Yeah, it’s definitely all econ — you have a scarce number of actions, and you can spend them on either micro (improving the quality of a small number of units temporarily) or macro (improving the discounted stream of units).

    It has little to do with the division between micro and macro in econ, though. The entire concept is a lot more like a Hamiltonian in macro, movement of resources through time, though of course it’s punctuated by risk and the game theory associated with your opponent’s actions.

  • 9 Yan // Jun 21, 2011 at 2:44 pm

    Dragoons in Starcraft are a ranged land-based unit from the Protoss race. Basically, the Protoss are kind of like the predators from the Predator movies who prefer hand-to-hand combat, which they consider honorable and valiant. However, when a Protoss warrior falls in battle, his consciousness is placed into a four-legged robot walker called a dragoon, which is armed with a plasma cannon I believe.

    As for the utility of a dragoon’s life. From the perspective of the player, it’s more like a step function that increases sharply at zero and stays flat after that. As long as they are alive, they can incur a fixed amount of damage on the enemy. So in that sense, any amount of life that is above zero has a marginal utility of zero to the player, so I guess it doesn’t diminish per se.

    Another reason why it’s much better to have units kept alive is that each of the three races have methods of healing them which are much cheaper than building new units from scratch. As for Protoss units such as dragoons, they have rechargeable shields, which can be recharged for free as long as the injured dragoons make it back alive to the players base.

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