The media is full of analyses as to why Donald Trump defeated Kamala Harris in the recent election. At various times, I’ve mentioned factors like voter frustration over high inflation, illegal immigration, and woke excesses on college campuses.
The more I think about the election, however, the less confidence I have in any single explanation. This is especially true in a close election. And while Trump had a comfortable majority in the Electoral College, if just 1% of the electorate had uniformly swung from Trump to Harris, she would have won both the popular vote and the Electoral College.
Consider the following thought experiment. The popular vote margin went from Trump trailing by roughly 4.5% in 2020 to winning by 1.5% in 2024. You can think of that as 3% of the electorate switching from the Democrats to the Republicans. If only 2% had switched toward Trump, he might well have lost. This means that almost any factor that moved an additional one percent of the electorate might legitimately be seen as decisive. Thus if (relative to 2020) 5 different issues each moved 1% of the electorate toward Trump, and 2 single issues moved 1% of the electorate toward Harris, that could explain this year’s result. In that case, any single one of the 5 issues favoring Trump could be seen as decisive.
Here’s Bloomberg:
Among the moves [Trump] pledged—all of which are up to Congress, not him—were to extend the 2017 tax cuts that largely benefitted corporations and the rich (price tag: $4.6 trillion); remove taxes on tipped wages for service workers ($250 billion); increase the child tax credit from $2,000 to $5,000 ($3 trillion); and eliminate taxes on Social Security benefits ($1.8 trillion). But Republicans can’t possibly deliver all of this, or even most of it, despite having full control of Washington.
That’s an impressive list, but it doesn’t even include Trump’s promise to bring back the SALT deduction, which is a hugely important issue to many voters in states like New Jersey and New York (two states where Trump did much better than expected.) Nor does it include Trump’s proposal to abolish taxes on overtime pay. But I almost never see these tax plans discussed as the reason why Trump won, by pundits of either party. Most of the analyses have focused on other issues. It’s almost as if there is something slightly disreputable about speaking of election outcomes in crude financial terms.
Perhaps pundits believe that most voters didn’t decide to vote for Trump on the basis of these promises. But that’s not the issue at stake. The question is not how “most voters” vote, the question is whether a promise to boost the child tax credit to $5000 and bring back SALT deductions and abolish taxes on tips, and abolish taxes on overtime pay and abolish taxes on Social Security income were enough to sway 1% of the electorate. That doesn’t seem all that implausible.
Another objection is that the Democrats also made expensive promises, and perhaps the various promises balanced out. That’s a reasonable counterargument. For instance, the Democrats have been trying to forgive student loans, although the initiative has been tied up in the courts. Harris also promised to exempt tips, but only after Trump had done so. Thus her promise achieved less attention.
But Trump’s tax cut promises were much larger than Harris’s and only partly offset by higher tariffs. In addition, some voters wrongly believe that tariffs are paid by foreigners. Thus I suspect that Trump’s tax program was more popular than the one proposed by Harris, even among lower paid workers. This is a source of extreme frustration to progressives, who see the Democrats as the party of the working class.
I don’t have any firm conclusion here. Rather I’d encourage people to be open minded about election explanations in a close race. Thus the statement that 98% of voters would not reject a candidate because she was a black woman does not in any way refute the claim that Harris lost the election because she’s a black woman. (To be clear, I believe the main reason the Democrats lost related to other factors, such as those I listed at the top of this post. But in a very close race, almost any single factor could be decisive.)
The analysis above applies even more strongly to complex historical events. Thus there might be a dozen factors that led to something like the Great Depression or World War II, where a different outcome for any single factor could have led to a radically different outcome. This is of course related to the famous “butterfly effect” in chaos theory.
PS. In an ultra-close race like 2000, almost any single factor could plausibly be cited as decisive, even if it merely moved a few hundred votes.
READER COMMENTS
Rajat
Nov 20 2024 at 8:32am
I think your examples highlight the difficulty – there are many factors that Harris’s loss could be ‘attributable’ to (in the sense that if it were taken away, she would have won); but referring to any of them as a ’cause’ doesn’t sound right to most people. ‘Cause’ tends to get people looking for the most significant one or three most important factors.
robc
Nov 20 2024 at 9:15am
But even for 2000, you can focus somewhat, because moving a couple hundred votes in Wyoming or California would have changed nothing, so you can focus on what effected 200 votes in Florida.
Scott Sumner
Nov 20 2024 at 12:50pm
I agree, but for most issues there would be a positive correlation in vote shift, at least in the same direction (albeit not by the same amount.)
TMC
Nov 20 2024 at 10:36am
‘Because she’s a black woman’ likely got her many more votes than it cost her.
You have to do the math both ways.
Knut P. Heen
Nov 20 2024 at 11:20am
I don’t have the right to vote in the US, but I realized on election day that I had no clue about Harris’ platform. Trump got covered all over the world. He did long interviews on YouTube etc. I looked up her campaign site and was surprised by the poor presentation of a very complicated mix of economic incentives. Some of these were even counter-productive like increasing the long-term capital gains tax to increase innovation. Even her slogan was embarrassing. Fighting does not guarantee a win and it says nothing about your vision for the country. Try yelling “when we fight, we win”. It does not work. Terrible campaign.
Scott Sumner
Nov 20 2024 at 12:52pm
Actually, her campaign was more effective than Trump’s campaign. Almost any other Republican would have won by a far larger margin. Harris easily won the debate, and in almost all the swing states (where there were lots of campaign commercials) she did considerably less bad than in the non-swing states.
Warren Platts
Nov 20 2024 at 5:09pm
Huh? Trump won *all* the battleground swing states…
TGGP
Nov 21 2024 at 9:20am
Trump won them, but the swing toward him there was less than nationally. This indicates that her campaign did a decent job of improving her standing in those states, it just wasn’t enough amidst that overall swing for Trump.
Jerry Melsky
Nov 21 2024 at 9:51am
Do you happen to have a reference to back up this claim? When I eyeball this map, I’m not convinced you are correct. Arizona for sure shifted more than the national average.
Jerry Melsky
Nov 21 2024 at 9:52am
This map: In the 2024 election, most of the U.S. shifted to the right : NPR
Jerry Melsky
Nov 21 2024 at 9:58am
Do you happen to have a reference to back up your claim? When I eyeball the NPR map from the link above I’m not sure you are correct. Clearly Arizona shifted more right than average.
Scott Sumner
Nov 21 2024 at 6:12pm
My claims are not controversial among people who analyze election data.
Knut P. Heen
Nov 21 2024 at 11:55am
I followed the odds on Betfair during the fall and she took a small lead after the debate, but it did not take long before the debate was forgotten and Trump was ahead again. Betfair took bets on each state so you could see when Pennsylvania swung to Trump some point after the debate as well. Betfair has nice graphs showing the development from January 1st.
https://betting.betfair.com/betfair-predicts/us-trackers/
Something must have happened around October 1st.
TMC
Nov 20 2024 at 4:55pm
” I had no clue about Harris’ platform. ”
By design. The more people knew, the less they liked her. There’s a reason they kept her interaction with the press and public to an absolute minimum.
Craig
Nov 20 2024 at 11:55am
“You can think of that as 3% of the electorate switching from the Democrats to the Republicans.”
Fair though perhaps one can look at it as a swing.
Biden 2020- 81283501
Harris 2024 – 74103830
So she is down 8-9% nominally in a population that has obviously grown larger.
Scott Sumner
Nov 20 2024 at 12:54pm
Two points:
The total turnout was lower this time.
Not all the votes have been counted.
Jose Pablo
Nov 20 2024 at 9:19pm
The analysis seems to assume that voters are “rational”. But that “myth” has been properly debunked.
According to Caplan’s The Myth of the Rational Voter, voters vote following 4 main biases: anti-market, anti-foreign, make-work bias (the tendecy to equate economic growth with job creation) and the pesimistic-bias (the idea that the country is going from bad to worse). And I would say this biases are particularly relevant among Trump’s voters.
It is not difficult to see how Trump was clearly leading in appealing to the anti-foreign bias (big time!. see China, immigration, he even managed to be anti-Ukraine! …), to the make-work bias (a center of his campaing, see tariffs) and to the pesimistic-bias (which is, basically his slogan). And despite being a Republican and a billionaire, he is not seen as particularly pro-market.
The best explanation for this “3% movement” is probably related with how he fine-tuned his message on this 3 biases.
TGGP
Nov 21 2024 at 9:21am
As indicated above, Scott doesn’t think voters are rational about tariffs.
Jose pablo
Nov 21 2024 at 2:57pm
Caplan’s point, at least as I understand it, is not that “voters” are irrational because they don’t have the right macro understanding of tariffs. Some economist share this ignorant voter’s view on tariffs.
Caplan’s point is that voters will vote in favor of tariffs, no matter how they think (rightly or wrongly) that tarifss would affect them personally.
They vote in favor of tariffs because tariffs makes them “feel” better by fulfilling their anti-foreign bias and their make-work bias.
The voter’s mental proccess is not: “I believe this policy will benefit me personally so I will vote for it“. It is “this policy makes me feel right /excited” so I will vote for it. Caplan identifies what makes voters feel “excited“. That’s the kind of irrationality that should be kept in mind when analyzing voter’s behavior. Most voters don’t teach economics.
Craig
Nov 21 2024 at 10:20am
those 4 aren’t bad but I propose a 5th does need to be noted: taxes.
Jose Pablo
Nov 21 2024 at 3:05pm
Don’t know, Craig.
Many billionaires support higher taxation (see Buffett, Gates, …) and many voters do support other people paying more taxes and they paying less.
And most voters (wrongly) have an strong negative view about deficits and government debt.
With this kind of voter’s “mix feelings” about taxation, it is not easy to see which way tax policies will move the popular vote.
TGGP
Nov 21 2024 at 9:21am
Those aren’t swing states, so not where one would explain Trump’s electoral victory.
Matthias
Nov 22 2024 at 7:50am
If you have a slightly wonky roulette wheel, you can study it and look at the casual factors that make red come up with, say, 61% probability, instead of the expected 50%-ish.
But looking into the casual factors behind the outcome of a any one single spin of the wheel doesn’t make much sense.
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