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Polling Analysis: Looking Ahead to Wisconsin and Ohio

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One of the most frequently replayed arguments at TPM Cafe goes something like this:

ObamaLover27: Wow! New polls show a huge Obama lead!
Clinton4Ever: You can't trust polls. They've been wrong before. Particularly polls from that firm/state/day of the week.
I have to confess that these exchanges drive me nuts. Devoid of context, the topline polling figures (Obama X%, Clinton Y%) don't mean very much at all. The most useful feature of polling, particularly with substantial time still to elapse before an election, is the demographic trends and breakdowns. Pollsters, after all, are using a series of assumptions about the composition of the electorate in order to produce the horse-race numbers. Detailing those assumptions, and then discussing whether or not they're plausible, is a far better way to assess the validity or predictive utility of a given poll than: I dislike the result, therefore I dislike the poll.

So, as part of my continuing effort to explore the polling of Election 2008, I've decided to devote today's post to a detailed discussion of a recent spate of polls from a pair of key battleground states.

Wisconsin:

First, let's pay a visit to America's Dairyland. There have been three polls from Wisconsin during the month of February, and they don't quite add up. Let's take them apart, one at a time.

The first, from ARG, was taken on the two nights following Super Tuesday, and found Clinton leading 50-41%. I wish I knew what to make of that, but alas, ARG releases only the two questions it asks and the sample size, and not the composition of the sample or how it was selected, let alone its non-existent crosstabs. It's a datapoint, to be sure, but it's a week old, and from about the least reliable polling operation in America. So let's set it aside for the moment.

The headline of the second poll, from the Democratic firm PPP, trumpets the reverse result: Obama up, 50-39%. But not so fast. The write-up of the poll continues:

“Our poll shows that if there was standard turnout for the primary, Obama would lead Clinton 46-42...But since we believe record numbers of young voters and African Americans will turn out to support him, the weighted result gives Obama a greater 50-39 advantage.”
Excuse me? In layman's terms, they're saying: "We polled people, and found Obama ahead 46-42. But since Obama did better than certain polls predicted in some other states, we tinkered with the results to inflate his margin." Fortunately, PPP gives us crosstabs, and some back-of-the-envelope math allows us to roughly quantify what they're saying. Their adjusted sample presumes that 12% of primary voters will be black. For context, in the 2004 primary, black voters were 6% of the Democratic electorate, roughly their proportion of the total population (and just 3% in 1992). To double their share of the primary electorate in a year when overall turnout may itself double, black voters would have to turn out at four times the rate of 2004. That, despite the fact that as a reliable segment of the Democratic base, their share of the vote has actually decreased in some states this year as less-reliable voters flood the polls. Am I the only one who sees a problem here? I suspect the youth voter numbers are similarly nuts, but can't prove it, because PPP doesn't provide enough information to allow for the calculation.

Fortunately for Obama-philes, there's yet another problem with the poll: it calculates that Republicans and independents will comprise just 23.5% of the voters. That may sound high, but in 2004, they accounted for fully 38% of the ballots cast. (In 1992, they were 47%, but let's not go there.) I'd hazzard a guess that this is what comes of gerrymandering your samples - artificially inflating the number of black and young voters may also inflate the percentage of Democratic voters, and thus depress independent and Republican turnout estimates. Adjusting partisan turnout to match 2004 gives Obama a 53-38% lead in the poll. So in conclusion, according to PPP, Obama is either locked in a tight race or poised for a blowout win. Great, huh?

Two more polls for you. One was taken by the Republican firm Strategic Vision from Feb 8-10, and it found Obama leading 45-41%. Alas, they tell us nothing about their sample, so we should assign that result roughly the same weight as the first two. The other was released this morning by Rasmussen Reports, and shows Obama leading 47-43%. Rasmussen is stingy with its demographic breakdowns - it charges a hefty premium to see them - so I don't know what to make of that result, either.

So is the Copper State a total cypher? Not quite. There is some value in the polling we've seen. The PPP survey suggests that Obama is running extremely strongly among independents and Republicans who are likely to vote in the Democratic primary, garnering 63% of the support from the members of each group. That's consistent with his extremely strong performance with crossover voters around the country. I suspect that Wisconsin may not be quite as close as these polls make out, but since they don't (or won't) tell me how they're projecting partisan turnout, I can't say for sure. It makes sense to wait for some more detailed polling before we assume that the cheeseheads are going to back Obama. For now, mark this one surprisingly close.

Ohio:

On to the Buckeye State. The Columbus Dispatch conducted a meticulous poll from Jan 23-31, which would be fascinating if it hadn't included John Edwards. Since it did, about all we can take away from the 42-19-18 Clinton-Obama-Edwards split is that this didn't start off as friendly territory for the midwestern senator.

That leaves us with three recent polls that show very similar results. The first, by SurveyUSA, was taken from Feb. 10-11, and found Clinton up 56-39%. The second was released today by the more-reliable Quinnipiac Polling Institute, and put Clinton's lead at a commanding 55-34%. The third, just out from Rasmussen Reports, puts Clinton ahead 51-37%. The polls share some common ground - two show Clinton leading almost 2-1 among white voters, and all three confirm that yet again, Obama is running best among men and voters under the age of 45, although in Ohio he's still losing both categories.

Let me throw out two reasons for caution concerning these early polling results. The first is my old hobby-horse, the Reverse Bradley/Wilder Effect. In a nutshell, it's the observation that Obama has invariably done better on election day among black voters than virtually any pre-election polls have predicted. In this case, the Q-Poll puts his margin at 64-17%, and SurveyUSA at 73-24% (Rasmussen didn't publicly announce its racial crosstabs). Those may sound like impressive percentages, but Obama has lately been taking roughly 9 out of 10 votes from the black community. In 2004, black voters were 14% of the Ohio Democratic primary electorate, so give the man a 3-point bump right there.

I'm also skeptical of some of the other projections. Consider that SurveyUSA finds the gender breakdown in Ohio likely to be 59-41; the Q-Poll doesn't give its breakdown, but we can infer from its numbers that a shocking two-thirds of its respondents were women. For a little context, that divide was just 52-48 in the 2004 Democratic primary. SurveyUSA projects the partisan breakdown between Democrats and Republicans/Independents will stand at 81-17 (compared to 72-28 in 2004). Now, these pollsters are in a bit of a bind. Earlier on, I ripped PPP for tinkering with its results to meet expectations; now I'm criticizing two other firms for releasing results that fail to gibe with expectations. But I'm not entirely inconsistent. I don't mind Qunnipiac and SurveyUSA telling us that they're projecting a huge surge among women voters, and an enormous decline in the percentage of independents. If that's what their polls show, maybe it will happen. I take issue with their trumpeting the top line results (Clinton ahead in Ohio!) without noting the extent to which they're an artifact of the demographic splits (Clinton ahead! Women to set turnout record! Independents vanish!) Let's recalculate those polls, assuming another 52-48 gender split: Q-Poll, 54-36%; SurveyUSA, 54-40%. Now, let's give Obama 3 points for his undercounted black vote, subtracting 1 from Clinton: Quinnipiac, 53-39%, SurveyUSA, 51-43%. Those numbers look about right to me. They give Clinton a robust, statistically-significant lead in Ohio, but not the twenty-point margin she's been hoping for. They're also roughly in line with Rasmussen, for whatever that's worth.
(A note of caution: here, and elsewhere, I've done some rough recalculation of polling figures for illustrative purposes. This is a useful tool for assessing the impact of the demographic composition of the sample, but it does not produce robust or predictive results. I don't have access to the raw data, and possess neither the training nor the experience necessary to re-weight samples, even if I did.)

Take Home Lessons:

So it looks like Wisconsin remains quite close, despite Obama's national momentum. The key for his campaign in that state will be drawing independents to the polls; if he can turn them out in percentages that rival prior primaries, he should win easily. For Clinton, the key to Wisconsin is white working-class voters, as it is pretty much everywhere else. Ohio is an interesting case. Here, Clinton needs to accomplish what she's failed to achieve almost anywhere else - she needs women voters to comprise an unusually high percentage of the electorate. Most states where that's happened, Clinton's been crushed; that's because it's generally been a straight function of exceptionally high black turnout, since black women vote at far higher rates than black men. In Ohio, Clinton needs to draw white women to the polls, and that will be challenging. Quinnipiac and SurveyUSA suggest she may be succeeding; the margin of her success will ride on that effort. If Obama wants to close the gap, he needs to turn out black voters, and continue to win virtually all of their votes. He also needs to make further inroads among white men; he hasn't done nearly as well with that constituency in Ohio as he has in recent states that he's won. That's an uphill struggle. If there's going to be an upset on March 4, these early polls suggest it won't be in Ohio.

If you've enjoyed this, please share it with other readers by clicking the 'recommend this' link. You can find more analysis on my blog. As always, I welcome comments and corrections. And thanks to all who have contributed to the remarkably civil and well-informed recent conversations - I've enjoyed the dialogue immensely, and learned a great deal.


Comments (44)

FOTW-

Great analysis. One little improvement, though. A quick google search suggested to me that the "Copper State" is, in fact, Arizona. Being an alum of UW-Madison, I would be remiss if I were not to inform you that Wisconsin is widely known as the "Badger State."

Interestingly enough, though, the "Badger" nickname comes from mining history in the state (primarily coal and iron). Badgers, I believe, were an early form of union in the mid-1800's.

Cheerio!

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In my defense, I'd note that it's a valid, albeit obscure, nickname for the state - stemming from the ancient Indian open-pit copper mines in upper Wisconsin. Since no commercially-viable deposits were ever found, it reflects the mix of the backward-looking antiquarianism and forward-looking civic-boosterism that's part of the midwest's peculiar charm. But in the future, I promise to stick to better known nicknames, for clarity's sake.

Badger State it is.

Nice. Damn, who the hell are you, anyway? Your analysis and depth is downright brilliant.

Interesting, also, I didn't know of the copper mines. Makes sense, though, considering the prevalence of copper in the upper peninsula of Michigan, around Michigan Tech in Houghton, for example.

As my special friend and I watched Obama's speech on TV the other night after he swept the Potomac primaries, she being from Wisconsin, she kept waiting for Obama to yell out, "GO BADGERS!" It just kept seeming like the right moment for him to randomly yell that out, over and over again throughout his speech, but he never did, much to our disappointment. We thought maybe someone in the audience or on the stage might, but they didn't either. :-(

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Interesting. Essentially, Republicans and Independents, not Dems, will decide the Democratic primary winner in WI.
I like the idea of that in the General, I'm less enthusiastic about non-party members deciding the primaries. Why aren't the primaries closed?

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Well, some primaries are. It varies by state. But the argument for keeping them open is precisely the one you hint at - open primaries, almost by definition, are more favorable to canditates who can draw crossover and independent voters. That, in turn, can translate into success in the general election. The counter-argument, typically, is that the candidates produced in open primaries turn their back on party principles, and that an alienated base may not turn out in the fall. Given the essential similarity of the two Democratic candidates on most policy issues this year, and given the enormous turnout and enthusiasm among the Democratic base in both open and closed primaries so far, I'm not sure those reservations are particularly compelling this year. But I'll leave that to your judgment.

Since swing voters often determine whether a candidate gets elected or not, I think you ignore them during the primaries at great risk.

Also, as someone who considers himself fiercely independent (although I strongly tend to vote Democrat), I think my opinion is valid. I don't think I should be limited to voting in general elections just because I'm unwilling to swear fealty to any party.

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I don't think I should be limited to voting in general elections just because I'm unwilling to swear fealty to any party.

I think "swearing fealty" is a bit over-the-top, no? It's not like the DNC gets your first-born or anything. You fill out the little card, and you get to vote in the primaries.

No one's ever asked anything more from me. And since you strongly vote Democratic (proving once again, for me at least, that there is no such thing as a centrist/moderate/independent...), what's the big deal?

In fact, can't you switch parties if you want to vote in the Republican primary next time? Isn't that an easy thing to do? Honest question...I've never done it...but I'm pretty sure if you declare one party, they're not going to hold you to it for the rest of your life.

Actually, I'm arguing partly (largely) from ignorance, as I've never lived in a state that had closed primaries, so there was never a reason for me to fill out a little card or take any other steps to "register".

If it's as easy as you say, what's the advantage in it? How does it keep independents/Republicans from filling out the card so they can vote in the Democratic primary one year, and then changing to Republican the next year if it suits them?

In WI there is no party registration. Only voter registration. So strictly speaking it's not "crossing party" because there's no line to cross!

Great analysis. Any chance of doing the same for Hawaii?

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Nobody complained about open primaries a year ago when Clinton was the presumptive nominee. I like demoralizing the Republican party and their donors by taking their voters away from them in the primary.

Thanks for the great analysis. It'll be interesting to see how/if the numbers change in the next couple of weeks. As an Obama guy I'll be much more optimistic about OH if his numbers are in any sort of upward trend over the next couple weeks.

Losing Ohio or Texas to Clinton wouldn't be surprising at all, but losing Wisconsin would be considering Obama's landslide in neighboring Minnesota.

I believe that in a couple of these Ohio polls that the number of undecided voters was very small (around 5%). Is that right? If so, that seems to bode well for Clinton.

And thanks to all who have contributed to the remarkably civil and well-informed recent conversations

According to Rasmussen, your posts attract an above average percentage of moderate, educated readers. People who give your posts high marks tend to favor civil discussion, intelligent analysis, and vanilla soy cappuccino.

Nice work again. I look forward to seeing you disentangle Texas.

Wow, Fly, you've risen to the top like cream!!! And well-deserved, I might add.

Just to add to the mix re WI. Milwaukee is just about the most bigoted city in America. If there are contenders, please advise. On the other hand the black community is extremely close. And pretty well organized. This extends to the outlying communities. I think at this point, and it comes after the debacle of SC, I'm betting for a huge turnout of the black community for Obama. There seems to be an unusually well-informed black electorate this time around. (it's like "payback" to the Clintons for trying to split them).

There's also a pretty sizable Hispanic community, but not as politically organized as the black community. Will some of the Hispanics go to Huck?

College students... fired up for Obama. Lots of volunteers.

The governor of WI and the Mayor of Milwaukee (a former congressman) have endorsed Obama and that will be a huge help. Obama is getting help from at least one union and their site is the headquarters for the Obama Campaign in Milwaukee.

Hillary is up against the fact that there are many evangelicals (often white professionals) out in Waukesha County who will probably break for Huck (or could be Obama). While McCain will lose independents and some liberal Repubs to Obama.

Dem white health and mental health professionals also seem heavily to favor Obama (male and female). I think he has a pretty good chance with older voters as well (of both parties.... there's only one ballot, you see... and so people will be faced with an Obama possibility no matter their leaning.

Re Hillary. Many downtrodden women identify with her. But these people don't seem to be the types to get out and volunteer. Not sure where her volunteers for GOTV will come from. Some unions? Her voters may tend to be the type who vote, but don't get passionate to help others vote.

And don't forget that WI is next to Illinois and lots of Obama supporters may come in to help out!

All of this admittedly anecdotal, given with a grain of salt, a wing and a prayer.

Re Ohio... I simply wonder if it's too soon to really see how that state will play out. This time it seems to be the last few days and the ground game that determine the outcome.

WI is also next to MN and IA.

Just a reminder... ;)

I thought of that too.... but was really thinking that Illinois is the state Obama is from.

But indeed, people from MN and IA may be itching to participate as well. Maybe some will come over from MI too?

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In Wisconsin there's only one ballot, you see... and so people will be faced with an Obama possibility no matter their leaning. That's worth repeating. Separately, in this week's campaign Obama is prominently pandering to bluecollar anti-international-trade sentiment in his ads, attacking Hillary's support for NAFTA, without giving any intelligible statement of his own policy on international trade. I expect this will dampen turnout for him among independents and Republicans of the better-educated sort, without converting the bluecollar targets.

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And this is the reason I post these thoughts publicly (other than to flatter my own vanity). Because, although I like to think I'm well-informed, I learn new things every day, and some of them matter.


TheraP raises an important point when she writes that there's no partisan registration in the state. That makes my long soliloquoy on the partisan composition of the electorate ill-informed and largely irrelevant. If there's no such thing as a registered Democrat, it's tough to project how many will show up. It could easily be the case that the same people intend to vote on Tuesday as voted in 2004, but that they're just more likely to self-identify as Democrats this time around. I wish I could ammend my post to correct this significant error, but alas, I lack that power.


On the other hand, Sean's post suggests that I was looking in the right direction, even if I didn't entirely comprehend what I was seeing. When voters go to the polls on Tuesday in Wisconsin, they receive a primary ballot listing sixteen names. (Have a gander at the ballots from Racine or Stevens Point to get a sense of what this looks like.) Voters can't vote in both races; they do have to choose a single candidate. But it makes it remarkably painless for even the most committed Republicans to cross over and vote in the Democratic primary. That's very different from most states, where even in open primaries voters have to request a specific ballot, something that turns out be be a huge psychological hurdle. And it explains why Wisconsin has generally produced such extraordinary percentages of self-identified independents voting in its partisan primaries.


One other feature of Wisconsin that makes it tough to poll - it allows same-day voter registration. In the general elections in 2006, almost 400,000 Wisconsinites availed themselves of that option, or almost 20 percent of those who voted. That's an mind-bogglingly large figure. Turnout is unlikely to be as high on Tuesday - this is a primary, not a general - but the percentage of new registrants could be even higher.


Let's consider how and why these three factors - no partisan registration, a single ballot, and same-day registration - impact the polling. Let's start with the last of the three. All four polls claim to be of likely voters, but they don't share their definitions with us. How can you tell who is likely to vote when as much as 20% of your eventual electorate hasn't even registered yet? That's a tough nut to crack. The single ballot is similarly tricky. PPP and Strategic Vision, the only two of the four that share any of their questions, both split their samples into Democrats and Republicans before asking about their preferences. But on Tuesday, voters won't be asked to make that decision - they'll be handed a single ballot, whatever their partisan leanings, and asked to choose one of sixteen names. And that brings us to the third factor. When there's no partisan registration, it's much more difficult for pollsters to get a fix on where the lines need to be drawn, and how to weight their samples.


This is what happens when national firms poll in local races. They rarely take the time to learn the nuances of the local terrain, or expend the effort to adjust their polling models accordingly. The locals know better. The Badger Poll, last year, "asked if there is any one person that Wisconsin residents would like to see elected President." A single question, to all respondents, just like the single ballot. The Wisconsin Survey fudged a little, asking respondents last spring whether they were more likely to vote for one of the current Republican candidates or one of the current Democratic candidates, using the responses to set up the choices in the next question. Even that is subtly, but significantly, different than asking in which primary a voter is likely to participate. Alas, there has been no local survey in months.


What to make of it? Honestly, I'm not sure. But I suspect that when national polling firms ask people whether they're Democrats or Republicans, or when they ask if they're likely to vote in the Democratic primary or the Republican Primary, they're effectively screening out a good chunk of the folks who will go to the polls on Tuesday. We know from both the available cross-tabs and from results in other states that Hillary runs best among the most-strongly identified Democrats, and worst among independents and crossover voters. We know that Wisconsin has historically had an enormous share of primary voters self-identify as independents. And we know that the one poll to release those numbers this time around somehow didn't find such a large percentage. So I suspect we're seeing polls that are screening out a good number of Obama-leaning voters. But the bottom line is that the polling, thus far, is too flawed to reach any firm conclusions. So look at these results with great caution.

I don't think anyone is polling Hawaii.

Why the h*@# not? If you were a pollster, wouldn't you be trying to convince your boss about the importance of polling Hawaii?!? ;)

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Great job, Fly. I've been looking for one source I can rely on for a consistent objective analysis of the polling data. Even though I don't believe there exists a completely objective poll. We're all being subjected to a perpetual machine gun spray of polls.

I do wish the MSM could be more selective before they spout out numbers.

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The Wisconsin presidential primary used to be a lot more significant. In 1952, Douglas MacArthur (with home state claim due to his Milwaukee origins) was expected to win on his way to displace Harry Truman (who had dismissed him) from the White House. MacArthur lost and that was the air out of his zeppelin.


In 1960, Jack Kennedy beat Hubert Humphrey from next-door Minnesota. The un-tested Kennedy clobbered Hubert by turning out the Catholic vote (the state is well over 30% Catholic) and turning on the charm. A huge win for JFK--resented by Wisconsin liberals because of Old Joe's financial backing of Joe McCarthy and Bobby Kennedy's having worked for McCarthy's Senate inquisition.


In 1968, Gene McCarthy, the anti-Vietnam War candidate who was challenging an incumbent President, was so obviously going to beat LBJ in Wisconsin that Johnson dropped out of the race a week before the primary. McCarthy did win by a large margin. That's when Bobby jumped into the race--only to be murdered two months later.


In 1972, McGovern won Wisconsin over a competitive field---hurting both Muskie and HHH. It was a key element in McGovern's eventual nomination.


In 1976, Jimmy Carter squeezed out a very narrow win over the liberals' champion, Mo Udall. Carter got the farm vote, still an important fraction in Wisconsin then, by campaigning on the image of his own farming operation in Georgia.
This was Carter's go-ahead primary win, giving him momentum and recognition, and taking Udall out of the race just when it looked like Mo was about to "win one."


'76 was the first year that the Iowa precinct caucuses began to figure in the presidential races. In subsequent years, Iowa got more and more attention; other states began shoving their primaries forward on the calendar, and Wisconsin became an afterthought. In 2004, Edwards ALMOST caught up with Kerry in Wisconsin--but like Udall in '76, fell just short, and then fell apart.

The system of primaries instead of caucuses for nominating candidates goes back to the early 1900's, when Wisconsin was led by its iconic progressive governor (later Senator), Fighting Bob La Follette.

Fighting Bob wanted to break the power of the corrupt special-interest, corporate-dominated political machines. He succeeded, largely, with Wisconsin's open primary system. He also wanted to somehow counter-act the influence of money in elections, but this one eluded him. Now, money (spent on advertising) has so contaminated the election process that the original virtues of the open primary are negated by obscene spending invested in influencing the elections. That's why Wisconsin's Senator Russ Feingold has tried so hard to craft some kind of legislation to control and reduce campaign spending. Feingold, for all his smarts and skills, is no Bob La Follette. The solution will require public campaign funding, free and equal tv/radio access, and other reforms---including restrictions on "corporate personhood."

I like the channeling of Bob LaFollette. Now is the time for a candidate to appeal to that purely Wisconsonian perspective.

I kind of miss cheeseland. Good thing I'm just right across the St. Croix.

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Very interesting. I am hopeful to that Obama will actually win OH.

May I also recommend for those that found this analysis interesting another performed by Poblano over at DailyKos. http://www.dailykos.com/story/2008/2/9/13227/22519/239/453361

He did a multivariate analysis of all of the primary results as of Super Tuesday looking for demographic factors that had influenced the outcomes. He then applied them to remaining Feb. primaries. His analysis includes predictions for all following Feb. primaries WA through HI.

While his margins are not spot on, he has correctly picked Obama as the winner in every primary that has been held so far and he is predicting Obama for WI and HI as well. He calls WI as very close, but I would note that his predictions have been a bit on the conservative side for the most part especially where he is predicting a close margin.

Perhaps his most interesting prediction is that Obama will take Ohio by on the order of 10 points or so and Hilary to take TX also by 10 points.

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Another great post. Somebody who is already paying needs to leak the Rasmussen crosstabs to you.

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I am thinking Wisconsin is Feingold state. Also Obama is campaigning there more than Hillary. Both these would count more towards last minute swings toward Obama. It is likely to break significantly towards Obama I think.

Sherrod Brown has an analysis that Ohio will break for Hillary if her trends in demographics hold. Obama has posed serious challenges to the notion in the recent battles in Maine and Virginia. We will have to wait and closer to that race.

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"We polled people, and found Obama ahead 46-42. But since Obama did better than certain polls predicted in some other states, we tinkered with the results to inflate his margin."

Hello???

If you poll people by calling. Its possible you get 45 people above 65 and 35 between 30 and 65 and 20 below 30. Then you have to weight the results to match the turnouts you have seen in other races to get a fair picture of what the end results look like. Suppose you expect 35 people above 65, 40 people between 30 and 65, and 25 below 30, you have add the following weight to the poll: 40/45 to above 65, 40/35 to between 30 and 65, and 25/20 to below 30.

Zogby did weight there results in CA and ended up wrong because they over estimated the turnout of young voters but underestimated the turnout of hispanic voters.

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I'm no demographer or statistician but I simply cannot figure out how the purveyors of poll data can still be saying with a straight face that Obama is winning because of males, the well-to-do and Black voters. I'm a life-long Midwesterner and used to manage a sales territory that covered the Midwest and Midsouth. I know the "heartland" well.

It was not Black voters that gave Obama double digit leads in ID, SD, Ut --all with Black populations of .5% -.9%--which I would think would translate into statistically insignificant leads even if every Black person in those states were of voting age AND showed up to caucus or vote for Obama.

In KS, where Obama took every county by double digits, Blacks are 6% of the population and are confined almost exclusively to Kansas City, Topeka and the small student population in Lawrence.

NE, MN, WA, CO, where Obama also took impressive double digit leads, Blacks are 3.6% --4.4% of the population.

The Male populations of those very White states are not notably in excess of the female populations.

Eastern pollsters and journalists who love to cite Obama's appeal among "high income, highly educated" voters seem insensible to the geography West of the Appalachians and especially, West of the Mississippi.

These are states with very small populations spread out over quite large areas. Collections of little towns every 6 miles, based on the old, NW territory "section" maps. There populations of "high income/highly educated" voters are negligible outside of a few NEIGHBORHOODS. Yes, I said "NEIGHBORHOODS." Each of these states has one, maybe two "Big" cities--a "big city" in this context, is between 100,000 and 500,000 people. And, most of those "big city" residents would, by most standards, be considered "blue collar."

I defy these pollster to SHOW me those upper income/Black/mostly male electorates that are producing double digit Obama leads in the Upper Midwest and Intermountain west. They simply do not exist. Neither do Lattes, for the most part. Believe me, finding a decent cup of coffee outside the college towns is darned near impossible.

Or, perhaps, the pollsters are not folding in data from the mostly White, mostly blue collar states--where there are caucuses rather than primaries. (which reflects the new thinking that would have it that "caucuses are undemocratic" or "caucuses don't count." Otherwise, I can't figure where this "data" is coming from.

Knowing the region as I do, I think voting patterns have a lot more to do with regional ethos/differences/prejudices than they do with the demographic indicators that keep getting cited.

My own, personal, non-scientific take is that we are seeing a return to the good, old fashioned Midwestern/Prairie progressivism of my youth--the 1960s and 70s. God knows, voters of that strain have been left high and dry by the Democratic Leadership Council since 1985, when the DLC ceded the entire region to the religious right with barely a backward glance.

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Good points.

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SUSA seems to be accurately predicting these races so far; I'll bet they are right on the money again--we'll see.

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I have high hopes for Ohio, despite the official polling data. I'm thinking about Cleveland and Columbus but also about all those fabulous, very liberal, liberal-arts colleges and college towns that are going to turn out the youth --and professor--vote. Oberlin, Kenyon, Kent, Ashland, Bowling Green, Urbana, Yellow Springs/Antioch, Oxford/Miami, Gambier/Wesleyan, Granville/Denison, Wilberforce, Wooster, etc. For a state that has been "purple" at best the past few election cycles, Ohio has an astounding number of very liberal, small 4 year schools spread all across the state.

Question guys since this is my first comment please be patient.Since Hillary has to WIN Ohio and Texas by how much of a Margin must she win these 2 States?Is it 20% or more?If Obama keeps it close say under 10% does that still DOOM Hillary??

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*** bharath

As it may be we ought not forget that anywhere from 30 - 40 % had cast their votes early and 100,000 votes in LA will not be counted. So Zogby may not have been as far-off from their numbers as we thought, but unfortunately we'll never know for sure.

Notwithstanding Zogby is usually off on its numbers anyhow so therein lays the rub. ;)

Insofar as Ohio, I know only 1 person in Ohio and she is voting for Obama.

Iam an independent, but agree more with the democratic platform. While I live in Texas everyone I've spoken to (at least 20 people) are voting for Obama. One, however, was leaning toward Hillary until I told him more about Obama's platform.

Those numbers by no means suggest that is the case across Texas or Ohio, but I found it especially interesting because this was a blue state that went red with no thanks to Karl Rove and his underhanded shenanigans...

One last thing in addition to flyontnewall: thank you. Your analysis is intelligent and appreciated.

BTW:

What about Puerto Rico? I believe there are something like 63 delegates? Puerto Rico's governor recently, within the past day or three, endorsed Obama. That is a pretty hefty number. Will it come down to Puerto Rico?

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Thanks to all who have posted for sharing your thoughts and encouragement. I'll try to respond to some of the recent reader comments, but I'll group it all in one message so as not to flood the conversation. Bear with me, if you will.

Ben: I'd love to analyze trends in Hawaii, but the data just isn't there yet.

Bharath: All pollsters adjust their data to fit their model. I'm calling PPP out for (apparently) doing something different. They have a standard model, which they used, and which predicted a close race. Then they adjusted the data to fit a different model, in which blacks and young voters turn out in disproportionate numbers. My problem with that is that PPP lacked the data to support such a supposition - they're not, for example, claiming that unusually high numbers of black and youth respondents to their poll indicated that they were going to vote. They're effectively just playing a hunch. And they know it, too. That's why they hedge their bets by giving both sets of numbers. Models are supposed to be based on data, not hunches.

Terry: That's an interesting theory, and it meshes nicely with axolotlcheesehead's La Folette lesson. But in both cases, I'm struck that Obama is - thus far - sui generis. Before I'm prepared to proclaim a revival of prairee progressivism, I'd like to see more evidence of a broad-based movement.

Liberal_Beer_Drinker: SurveyUSA tends to look good for a variety of reasons, but mostly because they keep polling right up until the election. It's the last number, when there are few undecided voters remaining and it's relatively easy to produce an accurate snapshot, that sticks in the mind. The best rundown of the problems with SurveyUSA's methodology for comparing the accuracy of polling firms is here, at Mark Blumenthal's Pollster.com.

Dragon: My rundown of what Hillary needs is in a previous post. The short answer: barring a handful of unlikely circumstances, the nomination is already effectively out of her reach, irrespective of how she performs on March 4.

Serena: My best guess is that after March 4, either Hillary will formally suspend her candidacy, or enough superdelegates will coalesce behind Obama to end this - I'd be shocked if the race went as far as Puerto Rico. Bear in mind, as well, that 63 delegates is not a huge percentage of the total, and given the proportional system, a contest that size is unlikely to significantly change the lead Obama enjoys.

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I had a short analysis on the latest Survey USA poll out of Ohio over at Dailykos here http://www.dailykos.com/story/2008/2/13/115931/407/670/455981 in which I raised a few points. Here's a short excerpt:

The first number that jumps out of me when I look at their crosstab is their projection for the number of independents that will participate in the primary. Survey USA had it at 11%, well below historical standard. This is puzzling because the number of independents across the nation has been rising steadily and considering the level of interest the Obama candidacy has raised among independents it's almost inconceivable it could be so low in 2008. In 2000, Independents make up 21% of primary voters in Ohio and that number rises to 24%. So why would that number go down in 2008 to 11% in a primary that is arguably more interesting than the two previous one ?

Survey USA also has Obama getting only 73% of the African American votes. This is currently very low if I extrapolate from what he got in all the previous states with a sizable African American population.

Survey USA has female voters making 59% of the electorate compared to 2004 where women make up only 52%. I find this number plausible since female as a share of the primary electorate has increased steadily this cycle. Yet, should they overestimated female turnout this could dramatically boost Hillary's numbers in this poll. In their poll, Hillary beats Obama by a whopping 29% among women but essentially tied Obama among men 46-47% Obama.

This was Survey USA most recent poll out of the state, I will be looking closely as they released their new numbers that will either show Obama closing the gap or further behind in the coming days. This should be a useful benchmark.

Flyonthewall,
I saw you are a regular reader of pollster.com as I usually find your comments very insightful over there. This analysis is very thorough and I agree with you contention that barring a major gaffe, I don't see Hillary catching Obama in pledged delegates and before the contest reached Puerto Rico the super-delegates will coalesce around Obama as the nominee.

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I'm not sure I think it's a "revival" so much as I think that Midwesterners have been ill-served by the Democratic Party since the mid-80s. There is a small hard core of religious right voters here that has reliably turned out when the hard right has given them red meat--which it has. In response, the Dems have largely left these states to the right--as has Hillary--who is NOT endearing herself by having her campaign insist that these states somehow "don't count" in the primaries in comparison to Ohio, Pennsylvania and Texas. That kind of attitude has NOT helped dems win in this part of the country and it's been all too pervasive. Obama is showing up in the Midwest. And, he doesn't sound focus-grouped to sound as much like a republican as possible, which I also think is turning people out in this part of the country.

We're talking states that may have been voting "red" for the past 20 years but where parents send their kids to very liberal State Universities and very liberal, very highly regarded liberal arts schools like Beloit, Grinnel, McAlester, St. Olaf, Coe, Augustana, Augsburg, Knox, Carlton, Lawrence, Cornell College (Iowa--not Ithica) etc. Even the religiously affiliated schools in this part of the country tend to be of the Swedish/Norwegian/German /Methodist/Lutheran OR Catholic/Dominican/Jesuit persuasion--all of which emphasize "works" over the "word" and have curricula that emphasize service and social justice rather than rigid adherence to literal interpretations of the bible. The kind of schools that turn up on the Princeton Review's "Gay Friendly" or "College with a Conscience" lists.

Thank you Fly I can now sleep knowing that the IRON B_______ can`t win this unless she steals it.

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Dragon,
I appreciate your enthusiasm and passion for the process, but do want to ask that you refrain from using invective in the comments section of this blog. It's my hope that we can discuss these candidates, their positions, and their prospects without demonizing or villifying them. Thanks!

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FlyOnTneWall

Thank You for answering.

I read somewhere today that Hillary will not give up the nomination to Obama even if he does win the highest number of delegates -- since she out-numbers him on Super delegates by approximately 86 at this point in space and time?

Although today one super delegate switched from Clinton to Obama. So that is the first sign of supers jumping to Obama.

Theretofore your prescient analysis is already beginning to come to fruition.

Notwithstanding Iam sure some will stay as long as possible -- like Bush, the Clintons reward loyalty.

Considering Obama:

1) is expanding the democratic party

2) is getting the popular vote

3) Hillary's high negative numbers (46% - 49%) makes it less likely she would win the general election considering she cannot escape the past

4) and finally the possibility of a backlash from the younger voters turning against the democratic party should she pursue that route would be costly

The numerous variables working against the party would hurt it for a generation at the very least.

Therein it seems inconceivable to me that she would not concede for the "sake of the party" ?

Please correct me if Iam mistaken.

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While she has a significant lead among superdelegates, roughly half of them haven't committed to either candidate. I think it's safe to assume that the uncommitted superdelegatest will break in a significant way towards the elected delegate leader. He doesn't really need supderdelegate defections from Clinton to cut into her lead but the fact that he's getting them should tell you where the uncommitteds are probably going to go.

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Great Story! http://www.spymac.com/details/?2344115

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Obama has been making progress on the superdelegate front, although it hasn't been getting much press. According to DemConWatch, Hillary's lead in superdelegates has shrunk from 96 to 81 in just the last five days. Superdelegates can always change their mind, of course, but it's worth noting that it will be very difficult for Clinton to match that 15 delegate swing in Texas.

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