August 21, 2007

Misleading Income Statistics, Courtesy of the New York Times

In an earlier post, I confidently predicted that misleading income statistics would soon be coming your way. The New York Times delivers the goods:

August 21, 2007
Average Incomes Fell for Most in 2000-5
By DAVID CAY JOHNSTON

Americans earned a smaller average income in 2005 than in 2000, the fifth consecutive year that they had to make ends meet with less money than at the peak of the last economic expansion, new government data shows.

While incomes have been on the rise since 2002, the average income in 2005 was $55,238, still nearly 1 percent less than the $55,714 in 2000, after adjusting for inflation, analysis of new tax statistics show.

Articles like this are exasperating to me because the reporter does not say who performed the analysis and does provide any of the raw data upon which the analysis was based. We also don't know if the income figures reflect pre-tax or after-tax values because this critical piece of information is not provided. That's because your job is to absorb the emotional anti-Bush message, not to exercise your intellectual critical reasoning abilities.

Fortunately, I happen to know that detailed income figures are provided by the Tax Policy Center here. Their numbers, which are complete through the year 2004, both confirm these trends and completely debunk this story.

The income values provided by the Tax Policy Center are a lot higher than the income values described in the New York Times article because, I assume, the Tax Policy Center figures are for household income, whereas the figures in the New York Times article represent individual income. But, as you might expect, the trends are identical. Here is a chart showing average pre-tax income from 2000 through 2004 [note: in a comment below, a reader noticed that the values on my y-axis were wrong -- the graphs all look the same as they did before and tell the exact same story, but I have corrected the mistakes by fixing the y-axis values and corresponding numbers cited in the text]:


Average pre-tax household income peaked in 2000 at $81,200. Incomes have been on the rise since 2002 (as noted in the article) but only reached $78,700 by 2004. When the 2005 numbers come out, average household income will still lag the 2000 income value, I presume (which is what the New York Times article says is true of individual income). If 2005 pre-tax household income falls 1% below the 2000 figure (as is true of individual income), the number will come in at about $80,400. No wonder everyone is so unhappy about the economy. As of 2005, we still had not gotten back to the income levels we enjoyed during Bill Clinton's last year. Just another reason to hate Bush.

I keep referring to pre-tax income. Why do I do that? Because that's what the figures represent, and describing them accurately leads you to naturally wonder about after-tax household income. After all, we did experience some tax cuts during the Bush years. We all know that those tax cuts merely served to benefit his rich cronies, but we should probably check the values anyway, just to be sure. Also, average income figures can be misleading because incomes for the top 20% are really high and can easily distort the picture when they are included. So, let's check average after-tax household income (because after-tax income tells you how much money you bring home) and then let's do it again separating out the top 20% from everyone else. Aren't you excited at the prospect of seeing how, under Bush, the rich are making off like bandits while the rest of us struggle to get back to where we were back when we had a good president? I know I am. Here is a chart showing average after-tax household income for the years 2000-2004:


What the heck? Average after-tax household income was $62,500 in the year 2000, but that income value was already exceeded by the year 2004 (with an average value of $62,900). For 2005, the numbers will look even better. Isn't the the New York Times trying to convince us that we are still lagging 2000 income values even as of 2005? Yes, but the New York Times is wrong.

As I said, average income values can be misleading because high income values distort the picture for the typical American. Let's exclude the top 20% of household incomes and look at the average value for the lowest 80% of Americans. This is what we really want to know, and my excitement knows no bounds because I am sure that this chart is going to prove that Bush has screwed the average American. Here goes:


What the heck? This doesn't seem to fit the pattern at all, and I can hardly keep my profound sense of disillusionment at bay. By 2004, household incomes were 4% higher than they were in 2000. It will almost certainly be higher still in 2005. How can this be?

Well, for that chart, I just averaged the income values for the lowest 4 income quintiles. A more representative chart might come from looking at the middle quintile alone (which is essentially median after-tax income). Here it is:


Hmm. Same exact story. I thought that Bush was out to screw the little guy, but the numbers don't seem to back that up. Well, don't worry. I have one more chart to show you. It is the chart that shows after-tax income values for the top 20% (i.e., the rich people). Sure, the little people are doing a bit better by 2004 (as I showed above), but you just know that the wealthy are doing vastly better than they were in 2000, don't you? Bush is such a scumbag in that respect. Still, let's just check to be sure:


What the heck? Even when looking at after-tax income (i.e., even when taking into account the Bush tax cuts), the top 20%, unlike the median income group, had not recovered their 2000 income levels by 2004 (update: actually, the values are an exact tie, so the rich have just gotten back to where they were by 2004). Numbers like these should come with a government warning because they could easily cause one's liberal head to simply explode.

Now you know the rest of the story, and it turns out not to correspond to what the New York Times is misleadingly suggesting. The article also makes this laughable assertion:

The fact that average incomes remained lower in 2005 than five years earlier helps explain why so many Americans report feeling economic stress despite overall growth in the economy.

No, that obviously isn't why. The reason is that, despite doing better, many Americans read the news. When they do that, they get the impression that things are much worse than they really are, and they blame Bush (which is exactly what they are supposed to do).

UPDATE: Glenn Reynolds links to a similar analysis at Bizzyblog, which reaches conclusions that are identical to mine.

23 comments:

cubanbob said...

Even setting aside after tax income argument, just using the apple to apple comparison, it is still misleading. 1998 through 2000 represent the second Clinton term and the peak of the stock market boom. 2001 through 2005 represent the first Bush term start with a stock market bust followed by 9/11 and the recesion that followed. Context is key.

Anonymous said...

The NYT writes:
"analysis of new tax statistics show."

Shouldn't that be "shows" ?

The NYT can't get the grammar right, either?

Gateway Pundit said...

John- That is an excellent post.
I wondered about those figures when I saw the article this morning. Thanks for clearing it up.

Foo Bar said...

Is it really appropriate to look at after-tax income without providing the context of the changes to the deficit and the national debt? The budget was in balance in 2000, while by the end of 2005 we had had 3 years of sizable deficits and had added more than $1 trillion to the national debt. Surely that enters into the overall assessment of economic well-being somehow.

Otherwise, if you were comparing two years that were economically completely identical with the exception of a tax cut and corresponding deficit increase, you would conclude that everybody was better off. Woohoo! Who knew fiscal policy was so easy? Just borrow from the future!

Anonymous said...

If you are going to snark on the Times using charts you should probably get the data right. The data at the link you gave says that avergae pre-tax income for 2000-2004 is 81,200 (2000) 76,700 (2001) 73,400 (2002) 74,500 (2003) 78,700 (2004)

Posting a chart that has income going from 94,000 to 86,000 to 92,000 is not consistent with the data or your own text.


Average AFTER tax data is

62,500 (2000) 60,300 (2001) 58,300 (2002) 59,700 (2003) 62,900 (2004)

again this is not consistent with the numbers in your charts or your text.

The numbers for the median are off too.

The overall thesis that real incomes are stagnant since 2000 for even the top quartile is well-taken, as is the need to make apples to apples comparisons. But your graphs, while striking, don't seem to match the data you claim to graph. At least the Times did not draw graphs ;0

Neil said...

Check this blogpost for additional analysis of this NYT story including a post in the comments from the Author of the story which I found unpersuasive.

Engram said...

Thanks to anonymous for catching my y-axis mistakes. Fixed now, and the story remains the same.

My complaint about the NY Times story was not that the reporter rushed things and ended up making a few trivial mistakes. Instead, my complaint was that, despite the fact that he has clearly thought a lot about these issues, he told a story that was misleading.

Sensible Mom said...

I read the same NYT piece and smelled a rat. Since the NYT quotes the Citizens for Tax Justice several times in the article, I suspect they gave the NYT the data (no doubt only quoting data in sync with their liberal agenda).

I went to the Bureau of Economic Analysis and ran some reports to see if personal income was actually lower in 2005 than in 2000.

I ran annual reports from 1998 through second quarter 2007 for Per Capita Disposable Personal Income (table 7.1) and for Personal Income and Its Disposition (tabler 2.1)and found the DPI (chained to 2000) has increase every year since 2000.

Now how hard would it have been for the NYT to run the same reports I ran and balance their article? If I can quickly run these reports than I would think a reporter who writes for their business section should be able to do the same.

Thanks for your detailed analysis.

The Harlem Ghost said...

Anon ...

looked at the data ... looked at his charts ...

get new glasses ...

Anonymous said...

can you provise the same charts going back another 10 years? i.e. 1990-2000. Would like to see a longer set of stats...

Anonymous said...

I would like to see the underlying data for the charts by the blogger, which show much higher income figures than from any of the datasets with which I am familiar.

I have reported extensively on various income datasets over the years and, like one commentator here, just have not seen these figures nor do they seem at first glance to be right. But checking it out is the only way to tell.

The poster who "smells a rat" is wrong. I do my own analysis and on my own initiative. I have written stories on this data each year as it comes out so it should be no surprise that I did so this year.


I cited Citizens for Tax Justice because they did the investment income/tax analysis and posted it ahead of me. Our policy is to credit others (and I have at times even credited individual reporters at small publications).

CTJ is scrupulous with their numbers and people from Heritage, Cato and others who disagree politically with CTJ have consistently said that CTJ's numbers are reliable.

I take great care to make sure I have rounded data, in this case preparing two dozen spreadsheets analyzing the data in many different ways.

But if the blogger will send me the underlying data, preferably in spreadsheet format, I will analyze it to see if it warrants a story.

My report was based on IRS Table 1.4 and all data was in 2005 dollars to make comparisons across the years valid.

David Cay Johnston
davidcay@nytimes.com

Engram said...

anon,

You can find analyses going farther back in time in one of my earlier posts here.

David,

I linked to raw data above. Here is the link again. You should link to your raw data, too! It's essential to do that when you write an article like the one that appeared today. You cited the IRS, but it was not easy to find the data there. Providing the URL would have been much better.

My numbers come from the Tax Policy Center. I have cited them often. I have never seen them seriously challenged. Here is a little about them:

Who We Are

The Tax Policy Center is a joint venture of the Urban Institute and Brookings Institution. The Center is comprised of nationally recognized experts in tax, budget, and social policy who have served at the highest levels of government.

What We Do

TPC provides timely, accessible analysis and facts about tax policy to policymakers, journalists, citizens, and researchers.

Their numbers on income inequality have always matched numbers that I have seen elsewhere, which is one reason why I have come to trust their figures. And they seem very serious about trying to include all sources of income.

Anonymous said...

Thanks for the data link, which I missed in readuing your blog.

The linked computer model estimates are through 2004 and show average pretax household income (a different measure than the data I cited) was 3% smaller in 2004 than in 2000. There was no 2005 data at the linked page.

This pretax data is consistent with the IRS data adjusted gross income data on which I reported.

I am very familiar with the Tax Policy Center and have written at least 18 articles citing their work as well as preparing charts based on their computer model, including the detailed graphic based, except for the last column, on data runs they kindly did to specifications at my request. It is available free at: http://www.nytimes.com/packages/
khtml/2005/06/05/national/
20050605_HYPER_GRAPHIC.html

You will need to fit that long url back into one piece. I had to slice it to make it fit the format rules here.

I did not provide a link in my article to the IRS data cited this morning because these are statistical tables I thought would be of interest to very few readers not already familiar with them. But I always respond to readers. They data is at:

irs.gov/taxstats/indtaxstats/
article/0,,id=134951,00.html

Again, need to fit back into one piece to get to the tables.

You want the links under Table 1.4.

David Cay Johnston
davidcay@nytimes.com

wj said...

Proposed Rule of Thumb:
Assume that any statement about incomes which uses averages (rather than, for example, medians) is an opinion piece rather than a statement about what is really happening. Probably can be applied to a lot of areas in addition to incomes, but that's a good start.

And, since most articles seem to go with "average", think of all the time we'll all save!

Anonymous said...

Figures don't lie... But liars figure. The trouble with statistics is simply this: a good accountant (or reporter with an agenda) can make them do anything.

BobW said...

I very much appreciated this column and David Kay Johnston's responses posted here. My take is that both are acting in good faith, trying to present the numbers and analysis they believe to be true. The discrepancy between the two sets of numbers remains unresolved, and I hope that an explanation emerges that a layman can understand, such as "Source A takes into account health care benefits while source B does not."

I'm sure this is not the last time we're going to see these conflicting stories, and I'd like to know for future reference what to ascribe it to. I have become so inured to the NYT publishing gloomy news stories during Republican administrations that, in my book, the onus is now on NYT writers to show that such analyses are balanced and objective. But again, I respect Mr. Johnston for defending his story here and linking to his sources.

barry said...

3 guys are having a drink in a bar. They have a net worth of $80k, $100k, $120k a piece.

Bill Gates walks in, with his net worth of $80 billion.

The AVERAGE net worth of the 4 guys in a bar is $20 billion -- the median net worth, on the other hand, is far far lower -- between $100k and $120k.

Thats why the statistics for "average" are so misleading -- they are skewed by the outliers.

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