
Models are indispensable. Reality is insanely complex. Mapping every possible interaction would be computationally impossible and utterly useless for understanding the world. Instead, we flatten things down to key causal variables and use them to help us make predictions and decisions.
But models come in different shapes and sizes. Which model is useful depends on what one is trying to do.
Take, for example, the following two maps. Both of these maps are of the same area: Nicholls State University in Thibodaux, LA, my employer. The first of these is the campus map we have on our website. The second is a topographical map of the same area. Let me ask you, dear reader: if you wanted to get to Powell Hall, which of these two maps would you prefer? Obviously, the campus map would be most helpful. The topographical map, while it contains useful information, would be useless for navigating the campus. Likewise, the campus map would be useless if one wanted to, say, hike in Thibodaux.
Using an incorrect map (an incorrect model) can lead to disaster.
One such example comes from the US Invasion of Grenada in 1983. The US invasion was planned, not with military maps, but with tourist maps with military grids superimposed, bought earlier that day from a shop in Fayetteville, NC. The maps were not helpful: 4 SEALs died due to water hazards not on the maps, coordination between soldiers and their air cover could not occur as they were using different maps, and so on. It almost became a disaster on the scale of the Iran Hostage Crisis. All because the military used inappropriate models.
The same is true of economic models. As we have seen over the course of this second Trump Administration, their models of trade have been disastrous. Absolutely nothing has gone right: interest rates are rising, countries are retaliating, the dollar is weakening, prices are set to rise once these stockpiles run out, American firms are laying off or slowing hiring, major factory plans have been cancelled, the stock market tanked, and China is stepping into American markets. It’s so bad that the president and his team now admit that prosperity is no longer a goal (but it’s ok, because prosperity is bad). Indeed, these tariffs were supposed to bring in almost $60 billion in revenue per month. April’s tariff revenue (which is high because of stockpiling) was just $17 billion.
When the Trump Administration gives models, they give bad models. It’s like invading Grenada with a tourist map or using a topographical map to navigate a college campus. Their models have unrealistic, often contradictory, and usually unsupported assumptions. Their models give unrealistic, often contradictory expectations. And, consequently, the American people pay the price.
What is important to note is that most models are at least mathematically coherent. But that mathematical cohesion does not imply the model is useful for the purpose. A model’s use is not determined by the mathematical sophistication, but rather its application and ability to provide useful insight. Consequently, a model that might be more “realistic” by incorporating more elements of reality or mathematical sophistication may be all but useless to a model less “realistic” for being more simple. If the more complex model provides limited (or incorrect) insights, then it is not useful, no matter how mathematically coherent it is. Science is not merely about manipulating models. Much of it is having the knowledge to choose the right model.
READER COMMENTS
Kevin Corcoran
Jun 6 2025 at 10:17am
This is a lesson that really needs to be taken to heart by a certain subset of tariff defenders who imagine they’re providing sophisticated defenses of tariffs based on their rather palsied and superficial understanding of accounting identities. The secondhand embarrassment I experience when I read that stuff is perhaps my biggest first world problem.
David Seltzer
Jun 6 2025 at 11:06am
Kevin: Why would you experience any embarrassment? It’s those shallow thinking tariff defenders who should be embarrassed by their ignorance.
Henri Hein
Jun 6 2025 at 12:54pm
David,
I think that’s what Kevin meant by ‘second-hand.’ He is embarrassed on behalf of the writer. I agree with him. Some of the defenses are cringeworthy.
David Seltzer
Jun 6 2025 at 1:13pm
Thanks Henri. I see your point…on behalf of the writer.
john hare
Jun 6 2025 at 7:07pm
Some sitcoms were so bad that I was embarrassed to stay in the room. 16 years without television and counting.
Jon Murphy
Jun 6 2025 at 7:56pm
I feel ya, Kevin. I cringe whenever Michael Pettis does his “other countries savings means we must have trade deficit” schtick. It fundamentally misunderstands both accounting and economics.
Craig
Jun 6 2025 at 11:15am
“Mapping every possible interaction would be computationally impossible”
I’d suggest also there’d be some philosophical implications regarding free will as well!
Jon Murphy
Jun 6 2025 at 7:54pm
Also yes
steve
Jun 6 2025 at 2:29pm
Is there any evidence that these supposed models existed prior to the current round of tariffs? It certainly feels as though the models were created to justify tariffs rather than the models being created and then someone noted that tariffs could actually work. Let me define the metrics and choose the data I want while ignoring the data I dont like and I can “prove” almost anything I want, especially if it’s my job to prove something.
Steve
nobody.really
Jun 6 2025 at 4:22pm
Upton Sinclair, I, Candidate for Governor: And How I Got Licked (1935).
Jon Murphy
Jun 6 2025 at 7:52pm
Great question, Steve. It’s a little hard to answer because the model used by the Administration to justify tariffs varies day to day, so allow me to speak generally:
Some of the models existed long before Trump:
-Optimal tariff model
-National Security justification for tariffs
-Exchange rate effects of tariffs (ie: tariffs can potentially cause domestic currency to appreciate)
Others were researched by Administration officials before they were chosen:
-Steven Miran’s trade model (aka the “Mar-a-Largo Accord” model)
But others, like the USTR’s so-called “reciprocal tariffs” calculations were made up whole cloth.
Thomas L Hutcheson
Jun 6 2025 at 2:56pm
And I would add that whenever we make any decision we are using a mental “model.”
Jon Murphy
Jun 7 2025 at 8:43am
Agreed
nobody.really
Jun 6 2025 at 4:26pm
I began my study of economics after reading a bumpersticker saying “Economists do it with models.”
Jon Murphy
Jun 6 2025 at 7:53pm
Jodi Beggs’s blog was called that. If I recall correctly, her subheader was “There’s no shortage of demand for curves that supply.”
nobody.really
Jun 6 2025 at 9:55pm
Ha!
Kurt Schuler
Jun 7 2025 at 11:26am
April’s tariff revenue is not high because of stockpiling. Imports of goods and services in fact plunged $68.4 billion (16.3%) in April from March. Imports were unusually high from January to March, suggesting that importers were stockpiling in those months, before President Trump’s big announcement about tariffs on April 2.