FiveThirtyEight

This is a difficult article to write. Not for any deeply personal reason, but just because I’m not quite sure what I’m supposed to lead with — the most likely outcome or the uncertainty around that outcome.

Either way, there’s the potential for misunderstanding. People can mentally “round up” high probabilities to certainties. An 86 percent chance might seem like a sure thing, but it isn’t — would you board a plane that had a 14 percent chance of crashing?

But an 86 percent chance (or around 6 in 7) — which is the chance that Democrats have of winning the House, give or take a bit in the various versions of the FiveThirtyEight forecast model — is nonetheless a pretty good chance. (Republican odds of keeping the Senate are also just north of 80 percent in a nice bit of symmetry.) To say that the range of plausible outcomes is broad and includes Republicans keeping the House does not mean that all such outcomes are equally likely — a point on which some people may be confused too.

Here’s some perspective: An 86 percent chance is closer to Barack Obama’s odds of winning in 2012 than Hillary Clinton’s in 2016. The difference is basically this: Clinton, who had a 71 percent chance of winning the Electoral College in our final forecast — much lower than most journalists and most other statistical models assumed, as I’m annoyingly obligated to point out — lost the Electoral College on the basis of one thing going wrong: She underperformed her polls among white-working class voters in the Midwest and the Rust Belt. That alone was enough to cost her Michigan, Wisconsin and Pennsylvania and therefore the Electoral College. Obama, by contrast, because he tended to overperform in the Midwest and in other key swing states, would have needed multiple things to go wrong to lose to Mitt Romney. Even if Romney had a systematic polling error in his favor, Obama might still have won by holding on to narrow victories in the key Electoral College states.

Likewise, Democrats need a couple of things to go wrong to lose tomorrow because not very much is going right for Republicans. (At least not when it comes to the House; it’s all going quite swimmingly for the GOP in the Senate.) At a macro level — based on national indicators and the historical tendency of the president’s party to lose seats at the midterm elections — the situation looks bad for Republicans. But at the local level — when you evaluate factors one district at a time, as our model does — it looks worse. The polling is bad for Republicans, the fundraising numbers are awful, and the slate of potential Democratic pickups runs deep into Republican territory. The data is uncertain, because it contains a margin-of-real-world-error. But I don’t think the data is ambiguous. It says Democrats are over the threshold they’d need to win the House.

I’ll return to the micro vs. macro theme in a moment, but in case you aren’t reading any further, I want to leave you with this graphic. It shows the range of possible outcomes from the Deluxe version of our forecast, which is the version we expect to be most accurate and the one that will be the basis for our live-updating election night forecast. It’s all derived from how accurate polls and forecasts have been in the past, considering real-world uncertainties. And it conveys several important themes for how to think about our forecast:

All right: Enough philosophical talk about forecasts and probabilities. For the rest of this update, I just want to talk about the underlying factors behind the election — the micro and macro conditions that are putting Republicans in a tough position.

By “macro” and “micro,” I roughly hope to make the following distinction. Macro factors are the hands the parties were dealt, the factors that were in place months or even years ago. Micro factors are how well the parties are playing their hands as they fight to win as many seats as possible.

Although the macro factors are mostly pretty good for Democrats, there are a couple of major exceptions. If Republicans hold onto the House — which again, is well within the realm of possibility, just not the most likely outcome — these will probably be the most important reasons why:

Three other macro factors help Democrats, however:

On balance, the macro factors are good but not great for Democrats. You’d expect them to do pretty well since they’re the opposition party facing an unpopular president, but they have to do well to overcome the hurdles from how districts are drawn and where they’re clustered. (If, hypothetically, the redistricting process had taken place after the 2008 elections instead of 2010, the House wouldn’t be in any doubt whatsoever.)

Models based on these macro factors alone might give Democrats somewhere on the order of a 2 in 3 chance of winning the House. Once you take local factors into account, though — and local polling — Republican chances fall considerably. District-by-district polls are quite scary for Republicans, with many Republican incumbents mired in the mid-40s in polls and competitive districts running deep into territory that would have been considered “likely Republican” at the start of the cycle. Moreover, these polls seem to be getting worse for Republicans in the closing days of the campaign. Not only do Republicans need to win a large majority of the toss-up districts, they need to do it while running into a headwind.

What’s behind this? Several factors are helping Democrats:

That’s enough. I’m tired of writing about this election, and, like the rest of you, I’m just waiting to see what happens tomorrow. But I hope you see why Republican hopes to keep the House are fairly slim. Democrats have been dealt a good hand and have done a great job of playing it, maximizing their number of opportunities to make seat gains. There’s still a chance — about a 15 percent chance — that their voters won’t turn out in the numbers they need and they’ll fall a few seats short. But it would require polling and a lot of other data to be fairly wrong, and it would defy a lot of historical precedent as to what happens in midterm elections under unpopular presidents.


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