The Odds of A Late Swing

by: Paul Rosenberg

Sat Oct 25, 2008 at 11:45


In comments Friday to Chris's diary, Presidential Forecast, October 24th , fladem argued that there was a much greater chance of later volatility in the race than people were anticipating, that historically, there was a 50% chance of a 5-point swing or more, which could go either way, and that therefore McCain had a 25% chance of winning, rather than the 3.7% that 538.com is projecting.

It's good to be challenged like this, with a well-considered data-driven argument.  It makes you think more carefully, and not get intellectually lazy.  That said, I think it's pretty clear that fladem is wrong on this one, and I want to quickly run down why.  The reasons range from macro to micro, but most of all, they gain from being mutually reinforcing.  Fladem's argument and my response on the flip.

Paul Rosenberg :: The Odds of A Late Swing
fladem presented his argument thus:

538 is nuts

If you get a 5 point national shift, this race becomes very close in the electoral college.  As I will show below, a 5 point shift is seen reasonably frequently in the last 10 days.  

I have never been that impressed with 538 (this makes me a minority of one) and the probability strikes me as absurd.

Here is the simple truth:  elections do not happen with enough frequency to permit the type of analysis suggested.  Now you CAN compute a probability of winning IF THE ELECTION WERE HELD TODAY - but that is very different than attempting to predict a result.  

What is the chance of a 5 point shift between now and election day? Consider:

In '76 Carter lead by 15 in Gallup (Oct 8-11) and by 9 in the NYT (Oct 8-12).  A weak later Gallup found the lead cut to 6 (47,41, reported Oct 22).  Carter won by 2: this represents a 7 point shift in the last 3 weeks, and 3.5 point shift in the last week.

In 1980 Carter lead in one poll taken Oct 16-20 (NYT, 39-38) and trailed by 3 in the Gallup poll taken by Oct 24-26.  Reagan won by 10 (at least a 7 point shift in the last week.  

In 1988 Bush lead in two polls taken about 10 days out by 13 points (NYT, Oct 21-24) and by 13 in the Washington Post taken Oct 26-31.  Bush won by 7 (a six point shift late, though a Gallup poll had Bush up only 9 on Oct 20-21)

In 1992 there was about an 8 point shift in the race in the last three weeks, and in '96 the polling overstated the extent of Clinton's victory.

First off, fladem is right to call our attention to this history of volatility.  Where he errs, I believe is three-fold: first, as I pointed out in a respone to that comment:

you're pointing to a much earler time when there were far fewer polls out there.  A couple of polls swinging 6 points in 2 weeks time are nothing, that can be virtually all inside the MOE.

Since we're talking about polling trends, not a few scattered polls, we can't really make a direct comparison.  Back then, the apparent volatility was almost certainly overstated, due to the thinness of the data set.  

Second, I believe that the core argument is simply mistaken.  Even if McCain did get a 5-pont break due to late volatility, it wouldn't get him close in the Electoral College without additional lucky breaks.

Third, I believe that trying to make arguments from recent elections (1976-2004) is a debatable proposition at best.

The first point, I think, has already been adequately made.  I will, therefore, focus on expnading the last two.

Is A 5-Point Shift In National Polls Enough For McCain? Not Really

First off, fladem says "If you get a 5 point national shift, this race becomes very close in the electoral college." "Very close," maybe.  But no cigar.  Here's the relevant sub-section of Chris's table:

Virginia 13 50.7% 44.7% +6.0% 3 277
Ohio 20 49.4% 44.0% +5.4% 8 297
Colorado 9 51.0% 46.0% +5.0% 2 306
Indiana 11 49.3% 44.3% +5.0% 3 317
Nevada 5 49.0% 46.5% +2.5% 2 322
North Carolina 15 48.9% 46.7% +2.2% 7 337
Missouri 11 46.5% 44.5% +2.0% 2 348
Florida 27 47.6% 46.1% 1.5% 7 375

Give McCain a 5-point swing and at best he's battling to lose 277-261, at worst to lose 317-221.  The former is "very close," while the latter is not.  But how likely is the former?  Answer: considerably less likely than meets the eye, given the trendlines in the states and the fact that early voting has already begun-with more than 1/4 of Colorado's votes already cast.

Here are the trendlines from Pollster.com:

Bad news all around here for McCain.  A margin closer to 6 than 7, trend lines in the wrong direction, and more than a quarter of the votes already counted.

Somewhat better.  Pollster.com's margin is only 3.9, but the trendlines look even worse than Colorado.

Pollster.com's margin is the most favorable of all.  But, again,the trendline shows nothing to suggest a McCain turnaround.  

And, on the other hand, Nevada, North Carolina and Missouri-which appear easier for McCain to pick off on Chris's chart,  don't looks quite as good from Pollster.com's point of view, each showing long upward trends for Obama, dating back at least to July:

Of course a sweeping national shift could change all this.  But where would that come from?  Not only are the historical trands against McCain in all these states, the national favorability trends are all against McCain as well:

These are best seen as leading indicators. They show little possibility of a McCain turnaround.  

In Fact, Drawing EVEN In National Polls Probably Wouldn't Be Good Enough

That, of course, is assuming a generally flatly-distributed shift, at least toward the middle of the field of contested states.  This, too, seems like a questionable assumption.  Obama fell behind McCain briefly in national polling, around September 8-11, according to Pollster.com's methodology, and stetching somewhat longer by Chris's, from September 8 to September 17.  Yet, from this entire 9-day period, McCain didn't lead Obama in EVs until September 11, when he eeked out an 8-vote lead based on a national poll lead of 2.5%.  This strongly suggests that McCain doesn't pull even in the EC just by pulling even in the national polls-and gaining 5 points doesn't even get him close to pulling even.  Of course, this is partly due to the lag in state polling, as can be seen below at the end of the run, when Obama gained a national poll lead while McCain still held the EC lead.  Smack in the middle of this period, however-September 15-McCain has a 2.3% national poll lead, but an EC lead of just 4.

Here's the full run of maps and related top-line information from the period when McCain was ahead.  And note the states that Obama didn't have in his column then: states like Pennsylvania-for the whole run--and either Michigan or Minesotta:

September 11
Electoral College: McCain 229, Obama 221, Toss-up 83
National popular vote: McCain 47.4%--44.9% Obama

September 15
Electoral College: McCain 221, Obama 217, Toss-up 100 (270 to win)
National popular vote: McCain 47.4%--45.1% Obama

September 17
Electoral College: McCain 241, Obama 229, Toss-up 168 (270 to win)
National popular vote: McCain 46.9%--45.7% Obama

September 18
Electoral College: McCain 241, Obama 229, Toss-up 68 (270 to win)
National popular vote: Obama 46.7%--44.8% McCain

September 19
Electoral College: McCain 234, Obama 219, Toss-up 85 (270 to win)
National popular vote: Obama 47.0%--44.9% McCain

This run ended, finally, on Frodo's Birthday:

September 22
Electoral College: Obama 247, McCain 193 Toss-up 98 (270 to win)
National popular vote: Obama 48.0%--44.3% McCain

These maps show that it's a highly debatable idea that McCain could draw even in the electoral college based on drawing even in the national polls-where he now trails by about 8 points.  Gaining just 5 points would leave him substantially short of the mark.

Realigning Elections vs. The 1976-2004 Data Set

fladem makes a very good point in drawing our attention to the recent history of presidential races and closing volatility.  But it's one thing to say that it's a good check on tunnel vision, and quite another to argue that it's not a form of tunnel vision in its own right.  What do I mean?  Simple: I've been publicly calling this as a realigning election since October 2006-and harboring private thoughts for more than a year before that.  Where the race stands right now, I appear to have been quite prescient.  But really, I was just standing on the shoulders of the right giants.  We were clearly due for a realigning election, the GOP's dominance was built on a house of cards, and their foundations were clearly crumbling once Katrina exposed their sheer and utter incompetence and heartlessness.  The recent financial meltdown has only served to add a resounding exclamation mark.

If we take realigning elections as our standard, rather than recent elections, then we get a very different logic. fladem expands his logic a bit in a latter comment, saying:

If the odds are about 50-50 of a signficant late swing (based on the elections from 1976 to 2004) you get about a 25% chance of a 5 point or more swing to McCain.   We can't predict the size of thde swing, but the range appears to be from about 5 to 10 points.  

McCain needs about a 6 point swing to get to about a 50-50 proposition, so my 25% is too high based on this analysis.

However, from the perspective of realigning elections, which I take to be those that define transitions from one party system to another-with the addition of 1800, simply because the era began before the parties were well-defined-there have been six realigning (or dealigning) elections.  Two of these have has transitioned between two different eras with the same dominant party-the elections of 1828 and 1896.  However, in 1828, it was an intra-party election, as the subdominant opposition party had entirely disappeared, and the victor-Andrew Jackson-defeated the incumbent.  Furthermore, in 1896, the incumbent, business Democrat Grover Cleveland, didn't run, but he was doubly refuted, first by the Democrat's swing toward populism, by nominating William Jennings Bryan, and second by the victory of Republican William McKinley.

Indeed, this was the only realigning election in which the subdominant party held office at the time of the realigning election.  It's arguably quite possible that if the Republicans had held the Presidency during the Panic of 1893, then the Democrats might well have won the election of 1896, and become the dominant party of the next cycle.  There is, thus, no case out of six in which the governing philosophy and the party remained constant across a realigning election.

One can, of course, argue that I am being arbitary in selecting these criteria-but they are precisely what realigning elections are all about.  So the question is really whether it makes more sense to adopt fladem's recent-election perspective or my realigning-election perspective.

Of course, the answer is necessarily subjective, since both data sets are simply to small to admit to any sort of statistical argument.  But that doesn't mean it is only subjective.  There is an entire logic to realignment theory as I see it, which goes beyond a purely numerical argument.  By this logic, once Barack Obama emerged as McCain's opponent, McCain was inherently at a deep disadvantage.  "Change" and "reform" are the fundamental themes of realigning elections, and this meant that McCain's "experience" was an inherent liability, and Obama's "inexperience" was an inherent assetm quite the opposite of a "normal" election.  McCain never really realized the depth of this problem for him, and it is much too late in the game for him to alter that logic, even if he had some idea of what that would mean, and how to do it.

This, I would argue, is the underlying reason driving the sorts of state-level polling and the internals that make it so implausible that McCain could mount a better-than-five-point surge this late in the game.  It is the combination of that grimy low-level data and the grand sweep of realignment theory that ultimately lines up against fladem's argument. And it is why I think he is mistaken.

But come 2012, I think his argument will need serious consideration.

In fact, it's worth considering this time, too, on two counts.  First, it made me think through all the above, and write it out for your consideration.  Second, to the extent it is true, it would be perfectly combatible with a 5-point shift towards Obama, which would lift him well over 10%, which is where I've been saying that he could go all along.


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Marginally Related (4.00 / 1)
Solid analysis, and persuasive, at least for me.

Here, however, is another point: the pollsters' "likely voter" models are all under-sampling because they have no way to account for the best field operation ever.  There are no historical comparisons.  We are reading reports from around the country of unprecedented field efforts.  This is what I have observed recently from our home, a temporary hotel for Obama staffers.

This morning, at 7:00am, the entire Kansas City (probably state-wide, at least) campaign team of staff and volunteers assembled to conduct a day-long dress rehearsal for election day.  They are going to their assignments, polling places, door-knocking neighborhoods, ride-providing locations, voter-tallying, afternoon phone-calling and GOTV, etc.  A full-bore dress rehearsal.

In recent weeks, the staffer at our house, a Spanish-speaking woman about 30-years old, has been going door-to-door dispelling myths, in Spanish: Yes, Barack is a Christian; No, he is not a terrorist; No, he will not raise taxes on working people; etc.  She reports that every day she changes minds and gets voter pledges (that go into the data base for election day), house-by-house, vote-by-vote.  This campaign is determined to find ever vote out there and get it.

Missouri recently seemed close and may still be, but that does not adequately take into account the extraordinary field operation of this campaign.  If the Obama presidency is anything close to his campaign, we are in for a joyous ride.


I Agree (0.00 / 0)
I'm presenting what I regard as a conservative argument here.  In addition to Obama operation you describe, I think that a lot of potential McCain supporters may just stay home on Election Day.

We could easily see McCain underperform by 2 or more percentage points, entirely independent of the effectiveness of Obama's ground game operation.

A 12-15 point Obama blowout is not at all inconceivable to me.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
Even InTrade has Obama at 86%... (4.00 / 1)
...and as fivethirtyeight has pointed out, they have had a weird little Republican lean this cycle. I wish I'd put my (tiny) 401K on Obama in May.

they had someone manipulating the market (0.00 / 0)
which they've now identified, so I think it's more normal now.  But there's also a good argument in a slate article that these markets basically just follow the polls.

[ Parent ]
Wow (3.33 / 6)
I have been called out, and from comments in a thread and not a diary.  I didn't say that McCain had a 25% chance of winning.  I said there was a 25% chance of a five point swing, which would make the EC close

I also wrote two other things in the thread:
1.  I think a late break in the race was more likely to benefit Obama, not McCain.
2.  As I wrote in another comment, elections where the right track/wrong track number is high tend to exhibit MORE volatility, not less (see the swings in 92, 80 and 68)

There are other arguments to make here, but it is saturday afternoon.  

I will say this: in June I presented the results of the best econometric model I could find that predicted election results.  It predicted Obama would win by 13.  Right now my analysis suggests that Obama will win by 10 or more, and that this election is in fact a re-alignment election.  This is based on the number of states that have seen swings of over 10 points since 2004 (NC, Montana, Indiana and the Upper Midwest and the Pacific Northwest.)

But I will stand  by my initial comment: anyone who thinks McCain has only a 4% chance of winning this election is kidding themselves.  


Hate to say it... (0.00 / 0)
but ANYTHING is possible.  

[ Parent ]
I always interpreted the 538 numbers (0.00 / 0)
as "if the election were held today" estimates.  Do I have that wrong?

[ Parent ]
Yes, you have that wrong (4.00 / 2)


[ Parent ]
So What IS Your Figure If 4% Is Too Low??? (4.00 / 1)
I take your analysis seriously, otherwise I wouldn't have written at such length.  And while I acknowledge your caveats, I simply can't agree that McCain has a significant chance to win.  So I'd like to know what you think a more realistic figure might be, and why.

BTW, I guess I could and should have been clearer, in that I was arguing against your bottom line, and it's implications.  I did not mean to imply that everything I was arguing against was an explicit position of yours.  We're both agreed, for exmple, that Obama's more likely to be the beneficiary of late volatility, which I think can be justified on several different levels of analysis.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
About 15% (0.00 / 0)
would be my guess - near where intrade is ironically.

If I made the McCain case I would argue:
1.  The polling in this cycle shows a larger spread in '04 and suggests greater volatility (see Jay Cost on realclear)
2.  There are a number of states where the swing required for Obama to win is large - and in the event of a national swing of 5 - 7 would probably see a larger change than national numbers (eg NC, Indiana, Va).
3.  Two of the major swing states have seen smaller swings than nationally, and McCain would likely win them (Ohio, Florida).

All of this makes me see how McCain gets to 260.

But I just can't see how he can win Iowa or New Mexico.  

So I have trouble seeing how they get over the top (which is why McCain continues to fight for PA).  


[ Parent ]
I Would Say That's A Best Case Scenario (4.00 / 1)
By far, in part because it talks of swings, while ignoring trends.

But even then, as you, it leaves him short.  Which is why I'm still wondering about how you come up with a 15% chance.  Especially given how much early voting has already taken place.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
great post (0.00 / 1)
I have NEVER ben a fan of FLdem but his swipe against Nate who has more intelligence and knowledge of these things in his pinky than fldem was uncalled for, and proved to me how obnoxious and out of control that fladem has been this whole election season.
Oh and fldem, you know so much...... create your own site if you think you can compete with 538...Nate has been great and a site for the BEST info on polls.
Interesting how jealousy works on progressives blogs

Hey, Wait! (4.00 / 1)
I think fladem has made a lot of good arguments and pointed out a lot of important things this cycle, and I'm very glad he posts here.

Just to cite one example, his point about when in the cycle leads tend to change most was one of the most significant made by anyone here, including all of the regular front-pagers.

Did he maybe get a bit carried away in his criticism of Nate this time?  I think so, probably, but (a) without the underlying passion, he might not have laid out his argument as well as he did, which challenged all of us to think more carefully, and (b) you've just outdone him by an order of magnitude or three, and where's your contribution to intellectual discussion to balance that out with?

It's fine to criticize, but don't forget, there' a larger purpose here that we all share, and we need to always keep that in mind.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
your point taken (0.00 / 0)
thank you Paul

[ Parent ]
Thank you for your comment (0.00 / 0)
And listen jerk, Nate was citing MY research in Iowa and New Hampshire when making up his projections earlier this year.

Go hear and read.
http://www.dailykos.com/storyo...


[ Parent ]
you just proved my point (0.00 / 1)
and I won't return the compliment, because most of the people on the internets know your MO and agree with me

NATE IS THE BEST


[ Parent ]
you are being very foolish (0.00 / 0)
Today we see chaos in the financial markets precisely because very smart people underestimated the possibility of rare, correlated events.  

Just as it was thought to be safe that the housing market would not collapse all across the country, now you're telling me Obama can't lose 7 points in VA while losing 6 nationally.



New Jersey politics at Blue Jersey.


[ Parent ]
epistemoogy rocks! (4.00 / 1)
Here is the problem with quantifying the prediction that 538 has, or  really any other prediction.  Basically, you would have to model everything happening in the entire world in order to predict the election results, and even  then you would have some problems.

There are a certain amount of variables that they take into account (in 538's case, a lot).  But they are limited.  So unless they've, for example, taken into account the probability of a terrorist attack and estimated how much of a poll swing that would produce (which i'd imagine is hard to do with the limited amount of data available), the best you can say is that their model predicts that mccain has a 5% chance of winning and the limitations of their model are x,y,z.  Similarly, two months ago, everyone should have been able to predict that THERE would be A financial crisis at some point, since that, like the eventuality of a terrorist attack, is structural.  But knowing the timing of it, the likelihood of success, the exact extent of impact of polling results, etc., would be difficult to  say the least.  So for all that everyone likes to laud the Obama campaign and make fun of the McCain campaign (including me), those kinds of contingency events (whether the events themselves are unpredictable or their timing is) have a significant impact and, I think, aren't taken into account.

But given waht they DO take into account, it still is interesting to read and I think their number doesn't mean "well anything can happen" it means "here is what we're taking into account, given  all that, there's a 5% chance of mccain winning the election." which is fair enough.  The number should probably have that caveat right underneath it, since, I assume, Nate Silver would agree.

A better criticism of their model is one of the ones that Chris had laid out or I did in response to his post, which is that it basically follows the polls.  Which begs the question, if it was modeling the OUTCOME of the election rather than the current state, then either it didn't model it very well four months ago or all of the changes are the result of contingent events or other unknowables.  I  find that hard to believe given that part of the factors involved here are structural  - McCain has a tightening electoral college and bad startegies at hand because he's playing a shell game with factions of the Republcan Party and with states.

All that said, it's not the project that's negative - I think it's great and a more interesting try than not.  However, the limitations of it should be understood by people like me who gush about it in our free time :)


Love to hear what you think (0.00 / 0)
of this, Paul. Asked fladem, too, but I think my question got buried in the comments.

The basic argument is:

But one interesting factor that has not been discussed very much at all is yet another argument for Obama overperforming his poll numbers, which I call the "Hard to Reach Effect." Public Policy Polling has a fascinating post about it at their blog where they find that the longer they are in the field with a poll, the better Obama does because his supporters are more difficult to reach.

We conducted half the interviews for our Florida poll this week last Thursday night. The first night McCain led by 2. The data based on callbacks over the next three days gave Obama a 4 point lead.
It was a similar story in Colorado two weeks ago. The first night Obama led by 5. The rest of the field period he led by 15.

I don't think there was movement in Obama's direction in subsequent days either of those times. It's simply a matter that you have to try more times to get his supporters on the phone.

They found this to be true during the primary as well. Once they switched to longer polling periods, Obama did better and their polling actually became much more accurate.

PPP believes this accounts for the huge discrepancies in the Ohio polling that we've seen over the past few days.

Which leads me to today's Quinnipiac Ohio poll showing Obama up by 14. That's a big difference from Rasmussen and Mason Dixon's polls earlier in the week that showed McCain winning, and I think part of the discrepancy can be traced back to the length of field time. Rasmussen's was a one night poll. Mason Dixon's was a two day poll. They couldn't have done that many, or any, callbacks to get folks on the line who weren't at home on the first shot. Quinnipiac was in the field for six days, and I'm guessing they managed to get a lot more of those elusive Obama supporters polled when they tried for the third or fourth time.

Is there anything to this?


perhaps (0.00 / 0)
I tend to think so myself, but remember all the optimistic arguments in 2004 that Kerry would do better than the polls say.  I'd hate to rely on that, and I don't think it's much of a counterargument to the idea that McCain has a chance.  

New Jersey politics at Blue Jersey.

[ Parent ]
Oh, it seems -much- too good (0.00 / 0)
to be true. I keep hoping someone like fladem or Paul will do the actually work required to test the idea. Plotting margins against days-in-the-field, or some such. If that's even possible, with so few data points. Or, erm, whatever. I'm pretty innumerate, myself.

[ Parent ]
This Makes A Lot Of Sense To Me (4.00 / 1)
But I don't have data to back it up.

It's just generally the case that Democrats are less organized and harder to reach.  They have less dense social networks, more stressed out lives, and less free time.  Anyone who's ever done field work has had a taste of this.  Quantifying it, however, is a whole 'nother can of worms.  Problem is, hard to reach for pollsters=hard to reach for campaign workers, too, so it's generally a wash at best.  

In addition, the comment below about 2004 needs to be put in context: compared to what?  In hindsight, the margin seems to have been two things: (1) a GOP concentation on GOTV in deep red regions to provide legitimacy that was missing in 2000, and (2) potential massive voter fraud, which still remains a largely taboo subject.  These appear to have offset any possible net benefit of the hard-to-reach effect.

This year, however, the early and deep emphasis on text messaging, facebook, etc. are strong indicators that the campaign will reach these peoplce much more effectively than the pollsters do.  It could potentially make a 1% difference at the poll, IMHO.  I have no proof of this, however, it's just a gut thing based on order of magnitude arguments.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
Very interesting debate here. (0.00 / 0)
The late shifts in recent elections is pretty interesting and would cause me some fear, but for two things.  First, as has been mentioned, Obama's ground game is incredible.  Second, show me an election that tightened in the polls where the candidate in the lead had a huge financial advantage.  If Obama were behind, I could believe it possible for him to win because of his money advantage.  McCain is running out or is out of money.  How can he hope to tighten this race.

The Structure of the Election is Unchanged and Unchangeable (0.00 / 0)
As much as I often ridicule David Brooks, he made the argument on the News Hour Fri. eve. In responding to Jim Lehrer's stupid opener "The experts say the election is volatile..." David Brooks responded, "I am an expert and I say no." He then went on to say that for weeks the structure of the election dynamic had been set, and that the debates functioned to reassure voters about Obama's temperament and competence to be Commander in Chief. Now that he has crossed the threshold he only needs to continue to reassure voters and he will win handily. He is leading nationally and in the swing states. Nothing is changing and nothing is likely to change in the remaining week because the economic meltdown has determined the structure of the election. Period.. no volatility, no five point swing.

Yes, Except... (0.00 / 0)
there very well could be a 5-point swing farther in Obama's direction.  This wouldn't alter the structure of the election so much as amplify its magnitude.

Take another look at those figures for changing opinions. It shows a continuing potential for Obama to grow his lead.

This is "volatility" in a numerical sense, without the least bit of volatility in the "who's leading" sense.

"You know what they say -- those of us who fail history... doomed to repeat it in summer school." -- Buffy The Vampire Slayer, Season 6, Episode 3


[ Parent ]
Isn't it also true (0.00 / 0)
That some of those late swings were due to late debates?

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