Amazingly Fast Technology Transformation

If one considers the penetration of digital film-making to be the inverse of this chart, I can't remember any technological transformation that occurred this fast.  From the WSJ

P1-BQ856_FILM_G_20140729173906 (1)


Incredibly, this likely understates the speed at which traditional film has been replaced, since some of these Kodak numbers likely include a bump from the exit of their rival Fuji from the film manufacturing business.

I will confess that I was among those who feared this transition, worrying that digital recordings would lose some of the special visual qualities of film.  What I failed to understand, and most people fail to understand in such technical transitions, was that whatever was lost (and it was less than I feared) is more than made up for in new capabilities in the new medium.

It May Be Hard to Go Back To Full-Time Work

Back in April of 2013 I wrote about how Obamacare was increasing incentives for offering part-time rather than full-time work.   I warned at the time that once employers got used to scheduling based on part-time shifts, they might never want to go back because it could actually be cheaper and easier than using full-time workers

The service industry generally does not operate 8 hours a day, 5 days a week, so its labor needs do not match traditional full-time shifts.  Those of us who run service companies already have to piece together multiple employees and shifts to cover our operating hours.  In this environment, there is no reason one can’t stitch together employees making 29 hours a week (that don’t have to be given expensive health care policies) nearly as easily as one can stitch together 40 hours a week employees.   In fact, it can be easier — a store that needs to cover 10AM to 9PM can cover with two 5.5 hour a day employees.   If they work 5 days a week, that is 27.5 hours a week, safely part-time.  Three people working such hours with staggered days off can cover the store’s hours for 7 days.

Based on the numbers above, a store might actually prefer to only have sub-30 hour shifts, but may have, until recently, provided full-time 40 hours work because good employees expect it and other employers were offering it.  In other words, they had to offer full-time work because competition in the labor market demanded it.  But if everyone in the service business stops offering full-time work, the competitive pressure to offer anything but part-time jobs will be gone.  The service business may never go back.

The future American service worker will likely be faced with stitching together multiple part-time shifts.  Companies may partner to coordinate shifts so that workers split time between the companies, and third-party clearing houses may emerge in a new value-added role of helping employers and employees stitch together part-time shifts.

Today Virginia Postrel sees this effect in action

The worst thing about being on jury duty isn’t actually serving on a jury. It’s having to check in every day -- possibly several times a day, depending on your local system -- to see whether you’ll be needed. You can’t plan either your work or your personal life. Your schedule is unpredictable and completely out of your control.

For many part-time workers in the post-crash economy, life has become like endless jury duty. Scheduling software now lets employers constantly optimize who’s working, better balancing labor costs and likely demand. The process demands enormous flexibilityfrom part-time workers, sometimes requiring them to be on call all the time without knowing when they’ll work or how much they’ll earn. That puts the kibosh on the age-old strategy of working two or more part-time jobs to make ends meet. As my colleague Megan McArdle writes, “No matter how hard you are willing to work, stringing together anything approaching a minimum income becomes impossible.”

LMAO At the Nerve of Solar Companies. Please Don't Corrupt The Term "Free Market" By Trying to Apply it to Yourselves

Our public utility APS wants to enter the rooftop solar business.  As a ratepayer and taxpayer, I have deep concerns about this because of the numerous ways this venture could end up with various hidden subsidies.

However, I find it simply hilarious that current rooftop solar providers, including #1 subsidy whore and crony capitalist SolarCity.  Here is what trade group Arizona Solar Energy Industry Association wrote in an email to me today.  I have highlighted some of the bits that got my blood boiling this morning:

In an unprecedented announcement that took the solar industry by surprise, Arizona’s largest utility, APS, announced that it intends to begin competing directly with Arizona solar installers. APS announced Monday that it is seeking permission to spend between $57 and $70 million -not including its profits- of ratepayer money to install solar on the roofs of homes in its service territory and to compete directly with solar installers of all sizes.

The idea of our members who compete in the free market today having to all of a sudden compete with a regulated monopoly is frightening. How would you like it if the government just stepped in and started competing with your business?” said Corey Garrison, CEO of Arizona based Southface Solar and treasurer of Arizona Solar Energy Industries Association (AriSEIA). "APS has proposed subsidizing certain customers that allow it to put solar on their rooftops while the free market gets no more utility subsidy and actually gets charged for going solar."

It has been well publicized that APS spent much of the last year in a battle with the very industry it now seeks to dominate. Throughout 2013 APS urged the Arizona Corporation Commission to install a huge monthly tax on those who would put solar on their roof. It has also been reported that APS urged the Department of Revenue to institute a new property tax on rooftop solar panels that are leased to customers.

“After spending a year misleading the public with well-publicized lies and misdirection, APS seems to think this is a good time for it to be rewarded with an expansion of its monopoly franchise” said Corey Garrison

Unlike rooftop solar companies that must compete with each other on a level playing field, APS earns a guaranteed rate of return off of its assets including these proposed rooftop solar installations. If approved, APS would be permitted to advertise its solar product in its customer bills and to use its customer lists to market and sell, all with employees paid for by ratepayers. Unlike traditional, free market rooftop solar which is paid for only by the customer that installs the system, APS will be asking all its ratepayers to pay the cost of, and guarantee its profits on, each of the systems it installs under this program.

This is a massive expansion of the monopoly into an area that is well served by the free market” continued Garrison, “what’s next; will APS ask to sell electric cars or ovens or some other set of goods or services?”

This is hilarious.  The rooftop installers in AZ lost some of the subsidy from power companies (e.g. APS) over the past years but still get a myriad of subsidies for themselves and their customers.  We will use one of the larger installers, SolarCity, as an example.  This is from the SolarCity web site:

Federal, state and local governments offer incredible solar tax credits and rebates to encourage homeowners to switch to renewable energy to lower their energy usage and switch to solar power. The amount of the rebate subsidy varies by program, but some are generous enough to cover up to 30% of your solar power system cost.

The federal government allows you to deduct 30% of your solar power system costs off your federal taxes through an investment tax credit (ITC). If you do not expect to owe taxes this year, you can roll over your credit to the following year.

.... Some locations have additional incentives to make solar even more affordable.  SolarCity will get the most for your project

SolarCity is committed to helping you benefit from every federal, state and utility rebate and tax credit available for your energy upgrade projects.

Navigating through government rebate programs on your own can be intimidating. SolarCity will identify all of the qualifying tax credit and rebate programs for your system and file the required paperwork for you. We will even credit you for the state rebate upfront so that you do not have to wait for the government to send you a check later.

This language is a bit odd, since in most cases SolarCity captures these credits for themselves and then passes on the savings (presumably, but maybe not) to customers via lower power costs, exactly the same model APS is proposing.

Customers, however, must sign a contract agreeing to cede "any and all tax credits, incentives, renewable energy credits, green tags, carbon offset credits, utility rebates or any other non-power attributes of the system" to SolarCity. The tax credits are passed on to its investors, which include the venture-capital firms Draper Fisher Jurvetson, DBL Investors and Al Gore's Generation Investment Management LLP.

The description by solar installers that they somehow represent the "free market" is simply hilarious, given the dependence of their industry on taxpayer subsidies (either of the installers or the customers).  SolarCity admits that their business would actually never be able to operate in a free market:

SolarCity officials, including Musk’s cousins and fellow Obama donors Lyndon and Peter Rive, acknowledged the company’s dependence on government support in its 2012 IPO filing. “Our business currently depends on the availability of rebates, tax credits and other financial incentives,” they wrote. “The expiration, elimination or reduction of these rebates, credits and incentives would adversely impact our business.”

A more recent SolarCity filing with the Securities and Exchange Commission notes: “[The company’s] ability to provide solar energy systems to customers on an economically viable basis depends on our ability to finance these systems with fund investors who require particular tax and other benefits.”

Rooftop installers also have their business buoyed by government mandates that power companies pay residential solar producers 2-3x the going wholesale market rate for any electricity they put into the grid

SolarCity also benefits from "net metering" policies that 43 states, including California, have adopted. Utilities pay solar-panel customers the retail power rate for the solar power they generate but don't use and then export to the grid. Retail rates can be two to three times as high as the wholesale price of electricity because transmission and delivery costs, along with taxes and other surcharges that fund state renewable programs, are baked in.

So in California, solar ratepayers on average are credited about 16 cents per kilowatt hour on their electric bills for the excess energy they generate—even though utilities could buy that power at less than half the cost from other types of power generators.

This was the battle referred to obliquely in the press release above.  The electric utility APS wanted to stop overpaying for power from these rooftop solar installations.   Rooftop installers fought back.  In the end, a fixed charge was placed on homeowners to account for part of this over-payment, an odd solution in my mind that seems to have ticked off both sides.

So the supposedly "free market" rooftop companies are competing successfully with regulated utilities because they got Federal, state, and local subsidies; are exempted from things like paying property tax on leased equipment that every other business has to pay; and get a mandate from the state that utilities have to pay double the market price for their power.  Is it any wonder that a regulated utility, which is no stranger to cronyism and feeding at the subsidy trough, might want to get a piece of that action?

ASEIA, you are welcome to duke it out for first spot at the trough with APS, but don't corrupt the word "free market" by trying to apply the term to yourselves.

Forget Halbig. Obama May Have Lost the Senate By Giving Subsidies to the Federal Exchange

In Halbig, the DC Circuit argued that the plain language of the PPACA should rule, and that subsidies should only apply to customers in state-run exchanges.  I am going to leave the legal stuff out of this post, and say that I think from a political point of view, Obamacare proponents made a mistake not sticking with the actual language in the bill.  The IRS was initially ready to deny subsidies to the Federal exchanges until Administration officials had them reverse themselves.  When the Obama Administration via the IRS changed the incipient IRS rule to allow subsidies to customers in Federal exchanges, I believe it panicked.  It saw states opting out and worried about the subsidies not applying to a large number of Americans on day 1, and that lowered participation rates would be used to mark the program as a failure.

But I think this was playing the short game.  In the long game, the Obama Administration would have gone along with just allowing subsidies to state-run exchanges.  Arizona, you don't want to build an exchange?  Fine, tell your people why they are not getting the fat subsidies others in California and New York are getting.  Living in Arizona, I have watched this redder than red state initially put its foot down and refuse to participate in the Medicaid expansion, and then slowly see that resolve weaken under political pressure. "Governor Brewer, why exactly did you turn down Federal Medicaid payments for AZ citizens?  Why are Arizonans paying taxes for Medicaid patients in New Jersey but not getting the benefit here?"

Don't get me wrong, I would like to see Obamacare go away, but I think Obama would be standing in much better shape right now had he limited subsidies to state exchanges because

  1. The disastrous Federal exchange roll-out would not have been nearly so disastrous without the pressure of subsidies and the data integration subsidy checks require.  Also, less people would have likely enrolled, reducing loads on the system
  2. Instead of the main story being about general dissatisfaction with Obamacare, there would at least be a competing story of rising political pressure in certain states that initially opted out to join the program and build an exchange.  It would certainly give Democrats in red and purple states a positive message to run on in 2014.

Your Arguments Are Totally Idiotic, Which I Know Even Though I Didn't Read Your Article

Since I am not a very large blogger, and not overtly political (most of the time), I seldom have my articles end up in organized trolling campaigns.  But over the last week I had a flood of comments on this three-year-old article about teacher salaries.  This sudden interest in an old article (particularly when many others more prominent than I have written on the topic more recently) puzzled me until I saw that the Center for American Progress had come out with a study saying that, surprise, teacher salaries were way too low.

I seldom participate in comments wars on my own articles, and prefer to post updates or clarifications in the article itself for all to see.  However, this was particularly frustrating when it was clear that most commentators were coming to the site with some preconceived notion of what the article said, and did not feel the need to actually read the article before commenting.  So, we end up with numerous folks saying "what about all the overtime work", as if I totally ignored that thought and hadn't even considered it, when there was a whole section on teacher overtime in the article.  I finally lost it when I got a comment that said "I don't know where this guy gets his numbers..."  This is a total cop-out response I see in comments all the time.  It allows one to imply the numbers are shady or unsourced without having to actually provide specific criticisms of the data.  I responded:

On the Internet, underlined bits of text, often in a different color, are called “links”.  By clicking on these “links” with your cursor, you will go to other sites.  In the case of this article, the source of data are all from the BLS, a part of the Federal Department of Labor.  The “links” will take you directly to the pages where the data was taken (though since 3 years have passed the links may lead you to newer versions of the data). 

There were also a number of comments along the lines of "well, I don't make anything like those numbers" to which I was forced to respond

In a distribution of millions of values, all the values in the distribution don’t normally match the average.  Some will be above and some will be below.  Though an average is different from a median, it is fairly safe to assume that something like half** of teachers make less than the numbers in the article and half make above those numbers.  As discussed in my second update, if you are in a rural area, you are more likely to be in the “below” category.  If you are in an urban area, you are more likely to be above

** with salary data, since the floor is typically closer to the average than the ceiling (salaries can't go below zero but can in theory go infinitely high), the median is generally below the mean, so likely more than half of teachers make less than the average.

Speaking of Gay Marriage...

The State of Arizona has filed a brief in a court case challenging its man-and-woman definition of marriage, detailing why it thinks this definition is necessary.  I won't go into the whole thing, but I want to address two points made by the state.  Here is the first:

The state regulates marriage for the primary purpose of protecting relationships that would produce children and let those children grow up with a biological mother and father.

Dalton said marriage laws are meant to ensure a stable environment exists for children and aren't based on any sort of ill will toward gay people.

They can pretend this all they want, but it is not true.  Marriage is deeply intertwined into state law, everything from taxation to patient rights in hospitals to inheritance to real estate law.  In all, I found hundreds of different references to marriage in the state code, only a minority of which had anything to do with children

I searched the Arizona Revised Statutes for mentions of the words "spouse" or "spouses".  These words are used 1133 times in 373 different statutes!  The Our America team told me they counted over a thousand references in Federal code.  In other words, our law codes give -- in thousands of instances -- specific rights, responsibilities, and privileges to married couples who have access to a state-granted marriage license.  Those left out of the current unequal definition of marriage face any number of challenges imposed on them by these specifics of spousal rights and privileges embedded in our law code.  I call this the non-marriage penalty.

The other argument I want to address is this one:

In earlier documents, lawyers offered evidence they say suggests redefining marriage would lead to fewer men and women marrying each other and greater instability in existing marriages.

Included were statistics showing that in five states where same-sex marriage had become legal, overall marriage rates had dropped from 2010 to 2011 and the divorce rate in one state, Massachusetts, had risen sharply.

Perhaps the Arizona Republic is portraying this "evidence" incorrectly, but what is described is pathetic.  A one-year change in marriage rates (or about anything else) is just noise, and is even more useless when one cherry-picks just a few states that have the data you want and fail to provide any controls or sense for how this compare to long-term trends.  Further, is is just crazy to think that societal trends work this way.  People don't change fundamental behaviors like marriage in mass after such a change -- for example divorce rates took decades to rise after liberalizations in divorce laws.  Besides, no one can demonstrate any mechanism by which this occurs.  I am not big on anecdotal evidence but no one can even come up with an anecdote:  "Mabel and I were going to get married in June, had the church all picked out, but then they let those gays marry and we decided marriage was not for us."  Seriously?  This is some Conservative fantasy.  Like anecdotes, I don't like polling data, but where is the polling data that says "I am less likely to marry my girlfriend if gays can marry too."

By the way, as I have written before, if Arizona is really concerned about protecting the institution and seriousness of marriage, they should ban Kardashian marriage instead.


Driving Arizona From Libertarian-Republican to Conservative to Democrat

One local columnist thinks Andrew Thomas can win the Republican nomination for governor.  God forbid.  I would vote for Elizabeth Warren for governor before I voted for Andrew Thomas (or see the Phoenix New Times coverage).  Forget for a moment about his awful policy prescriptions, he is corrupt, and a serial abuser of power.

Last year when we finally folded up shop on Equal Marriage Arizona, a big reason we did so was lack of support from large gay rights groups.  A few said they had trust issues with a center-Right coalition to legalize gay marriage.  Fine.  But several said they did not want the gay marriage issue solved from the center-Right, they wanted Democrat credit for it.  Further, they did not want it solved in 2014, because they wanted to run on it to shift Arizona blue in 2014 and 2016.

I was skeptical of the latter, but it may be possible if the Republicans run Andrew Thomas.

Bubble Prices are not Wealth

Conservative sites are running with this story:

OBAMANOMICS IN ACTION: Typical US Household Worth One-Third Less Than Under Bush

Seriously?  The bursting of the housing bubble, which actually began under Bush, is Obama's fault?  Because that is what likely drove middle class household worth down (while the Fed-sponsored asset boom in financial instruments drove up wealth of the top 1%).  I suppose one could say that the Republicans sponsored a bubble that helped the middle class while Obama is sponsoring a bubble that helps the wealthy.

I won't say this stuff is meaningless to the economy, because clearly they affect people's perception of wealth and thus spending and optimism.  But sound long-term economic growth has got to come from stable and rational monetary policy that allows interest rates and financial assets to find their correct level.  Getting political mileage out of bubble pricing of assets only creates incentives for politicians such that they will never stop fiddling with interest rates and credit.

Reconciling Seemingly Contradictory Climate Claims

At Real Science, Steven Goddard claims this is the coolest summer on record in the US.

The NOAA reports that both May and June were the hottest on record.

It used to be the the media would reconcile such claims and one might learn something interesting from that reconciliation, but now all we have are mostly-crappy fact checks with Pinocchio counts.  Both these claims have truth on their side, though the NOAA report is more comprehensively correct.  Still, we can learn something by putting these analyses in context and by reconciling them.

The NOAA temperature data for the globe does indeed show May and June as the hottest on record.  However, one should note a couple of things

  • The two monthly records do not change the trend over the last 10-15 years, which has basically been flat.  We are hitting records because we are sitting on a plateau that is higher than the rest of the last century (at least in the NOAA data).  It only takes small positive excursions to reach all-time highs
  • There are a number of different temperature data bases that measure the temperature in different ways (e.g. satellite vs. ground stations) and then adjust those raw readings using different methodologies.  While the NOAA data base is showing all time highs, other data bases, such as satellite-based ones, are not.
  • The NOAA database has been criticized for manual adjustments to temperatures in the past which increase the warming trend.  Without these adjustments, temperatures during certain parts of the 1930's (think: Dust Bowl) would be higher than today.  This was discussed here in more depth.  As is usual when looking at such things, some of these adjustments are absolutely appropriate and some can be questioned.  However, blaming the whole of the warming signal on such adjustments is just wrong -- satellite data bases which have no similar adjustment issues have shown warming, at least between 1979 and 1999.

The Time article linked above illustrated the story of these record months with a video partially on wildfires.  This is a great example of how temperatures are indeed rising but media stories about knock-on effects, such as hurricanes and fires, can be full of it.  2014 has actually been a low fire year so far in the US.

So the world is undeniably on the warm side of average (I won't way warmer than normal because what is "normal"?)  So how does Goddard get this as the coolest summer on record for the US?

Well, the first answer, and it is an important one to remember, is that US temperatures do not have to follow global temperatures, at least not tightly.  While the world warmed 0.5-0.7 degrees C from 1979-1999, the US temperatures moved much less.  Other times, the US has warmed or cooled more than the world has.  The US is well under 5% of the world's surface area.  It is certainly possible to have isolated effects in such an area.  Remember the same holds true the other way -- heat waves in one part of the world don't necessarily mean the world is warming.

But we can also learn something that is seldom discussed in the media by looking at Goddard's chart:

click to enlarge

First, I will say that I am skeptical of any chart that uses "all USHCN" stations because the number of stations and their locations change so much.  At some level this is an apples to oranges comparison -- I would be much more comfortable to see a chart that looks at only USHCN stations with, say, at least 80 years of continuous data.  In other words, this chart may be an artifact of the mess that is the USHCN database.

However, it is possible that this is correct even with a better data set and against a backdrop of warming temperatures.  Why?  Because this is a metric of high temperatures.  It looks at the number of times a data station reads a high temperature over 90F.  At some level this is a clever chart, because it takes advantage of a misconception most people, including most people in the media have -- that global warming plays out in higher daytime high temperatures.

But in fact this does not appear to be the case.  Most of the warming we have seen over the last 50 years has manifested itself as higher nighttime lows and higher winter temperatures.  Both of these raise the average, but neither will change Goddard's metric of days above 90F.  So it is perfectly possible Goddard's chart is right even if the US is seeing a warming trend over the same period.  Which is why we have not seen any more local all-time daily high temperature records set recently than in past decades.  But we have seen a lot of new records for high low temperature, if that term makes sense.  Also, this explains why the ratio of daily high records to daily low records has risen -- not necessarily because there are a lot of new high records, but because we are setting fewer low records.  We can argue about daytime temperatures but nighttime temperatures are certainly warmer.

This chart shows an example with low and high temperatures over time at Amherst, MA  (chosen at random because I was speaking there).  Note that recently, most warming has been at night, rather than in daily highs.

Quick: From Media Reporting and Obama Speeches, What Is Your Impression of Wildfire Severity This Year

Wildfires are becoming a perennial favorite of our "Trend that is not a trend" series, showing how media creates trends out of single data points and even out of thin air.  Often, the evidence behind trends in media stories tends to be ... the increasing volume of media stories on that topic.  Thus the "Summer of the Shark" media fiasco.

About 98 out of 100 people I might ask would say that this is a record year for wildfires in the US.  In fact, it is, so far, one of the slowest wildfire seasons in recent memory.

Here is a screencap of the data from the National Inter-agency Fire Center.  Here is the link so you can see for yourself (though of course the data will be different over time since it shows year to date data for the day you check).

click to enlarge


Note that there is no apples to oranges BS here -- all data for all years are for Jan 1 to July 24 of that year.  So far this year, the number of fires is 31% below average and the total acres burned is nearly 60% below average.

Postscript:  By the way, I have every reason to hate wildfires.  A wildfire in the Sedona area shut down my largest business for the year, pretty much wiping out our company's earnings for the year.

Postscript #2:  There is clearly a trend in the data for acres burned (see whole database here).  I am not denying the trend, though we can argue how much is climate and how much is forest management and how much is simply more human contact with the wilderness.   What I object to is using individual events, particularly individual events in below-average years, as proof of the trend


Perfect Example of Government Doublespeak

An Obama Administration executive order / regulation (hard to tell the difference any more)

Department of Labor
29 CFR Part 10
Establishing a Minimum Wage for Contractors; Proposed Rule

34568 Federal Register / Vol. 79, No. 116 / Tuesday, June 17, 2014 / Proposed Rules

This document proposes regulations to implement Executive Order13658, Establishing a Minimum Wage for Contractors, which was signed by President Barack Obama on February 12, 2014.

The Executive Order therefore seeks to increase efficiency and cost savings in the work performed by parties that contract with the Federal Government by raising the hourly minimum wage paid by those contractors to workers performing on covered Federal contracts to: $10.10 per hour, beginning January 1, 2015; and beginning January 1, 2016, and annually thereafter, an amount determined by the Secretary of Labor.

Liberal and leftish economists in the audience, please explain the line in bold.

The administration wants to apply this to concessionaires as well.  This will force us to raise a $20 camping rate by $4 a night.

Obamacare Newly Insured Numbers Miss by at least 50% vs. Projections

With our new prosthetic memory, called the Internet, it should be easy to go back and look at past predictions and see how well those predictions played out.  Heck, sports talk radio hosts do it all the time, comparing their beginning of season predictions with what actually happened.  But no one ever seems to hold the government or politicians similarly accountable.

Here is one I found by accident.  In July of 2011, Kevin Drum quotes this prediction from the CMS (Center for Medicare and Medicaid Services, a government agency).

In 2014, the Affordable Care Act will greatly expand access to insurance coverage, mainly through Medicaid and new state health insurance exchanges which will facilitate the purchase of insurance. The result will be an estimated 22.9 million newly insured people.

In March of 2014 Kevin Drum quotes this from the LA Times

As the law's initial enrollment period closes, at least 9.5 million previously uninsured people have gained coverage. Some have done so through marketplaces created by the law, some through other private insurance and others through Medicaid, which has expanded under the law in about half the states.

The tally draws from a review of state and federal enrollment reports, surveys and interviews with insurance executives and government officials nationwide.

....Republican critics of the law have suggested that the cancellations last fall have led to a net reduction in coverage. That is not supported by survey data or insurance companies, many of which report they have retained the vast majority of their 2013 customers by renewing old policies, which is permitted in about half the states, or by moving customers to new plans.

This is presented as a great victory, but in fact it is nearly 60% below expectations of less than two years earlier.  We don't know the final number.  Drum, who should be expected to be on the optimistic end of projections, has upped his estimate to 11-13 million, but this is still barely half what was expected.   The disastrous Obamacare exchange rollout did one thing at least -- it hammered expectations so low that even a 50% miss is considered a great victory.


Halbig & Obamacare: Applying Modern Standards and Ex-Post-Facto Knowledge to Historical Analysis

One of the great dangers of historical analysis is applying our modern standards and ex post facto knowledge to analysis of historical decisions.  For example, I see modern students all the time assume that the Protestant Reformation was about secularization, because that is how we think about religious reform and the tide of trends that were to follow a century or two later.  But tell John Calvin's Geneva it was about secularization and they would have looked at you like you were nuts (If they didn't burn you).  Ditto we bring our horror for nuclear arms developed in the Cold War and apply it to decision-makers in WWII dropping the bomb on Hiroshima.  I don't think there is anything harder in historical analysis than shedding our knowledge and attitudes and putting ourselves in the relevant time.

Believe it or not, it does not take 300 or even 50 years for these problems to manifest themselves.  They can occur in just four.  Take the recent Halbig case, one of a series of split decisions on the PPACA and whether IRS rules to allow government subsidies of health care policies in Federal exchanges are consistent with that law.

The case, Halbig v. Burwell, involved the availability of subsidies on federally operated insurance marketplaces. The language of the Affordable Care Act plainly says that subsidies are only available on exchanges established by states. The plaintiff argued this meant that, well, subsidies could only be available on exchanges established by states. Since he lives in a state with a federally operated exchange, his exchange was illegally handing out subsidies.

The government argued that this was ridiculous; when you consider the law in its totality, it said, the federal government obviously never meant to exclude federally operated exchanges from the subsidy pool, because that would gut the whole law. The appeals court disagreed with the government, 2-1. Somewhere in the neighborhood of 5 million people may lose their subsidies as a result.

This result isn’t entirely shocking. As Jonathan Adler, one of the architects of the legal strategy behind Halbig, noted today on a conference call, the government was unable to come up with any contemporaneous congressional statements that supported its view of congressional intent, and the statutory language is pretty clear. Members of Congress have subsequently stated that this wasn’t their intent, but my understanding is that courts are specifically barred from considering post-facto statements about intent.

We look at what we know NOW, which is that Federal health care exchanges operate in 37 states, and that the Federal exchange serves more customers than all the other state exchanges combined.  So, with this knowledge, we declare that Congress could not possibly meant to have denied subsidies to more than half the system.

But this is an ex-post-facto, fallacious argument.  The key is "what did Congress expect in 2010 when the law was passed", and it was pretty clear that Congress expected all the states to form exchanges.  In fact, the provision of subsidies only in state exchanges was the carrot Congress built in to encourage states to form exchanges. (Since Congress could not actually mandate states form exchanges, it has to use such financial carrots and stick.  Congress does this all the time, all the way back to seat belt and 55MPH speed limit mandates that were forced on states at the threat of losing state highway funds.  The Medicaid program has worked this way with states for years -- and the Obamacare Medicare changes follow exactly this template of Feds asking states to do something and providing incentives for them to do so in the form of Federal subsidies).  Don't think of the issue as "not providing subsidies in federal exchanges."  That is not how Congress would have stated it at the time.  Think of it as "subsidies are not provided if the state does not build an exchange".  This was not a bug, it was a feature.  Drafters intended this as an incentive for creating exchanges.  That they never imagined so many would not create exchanges does  not change this fact.

It was not really until 2012 that anyone even took seriously the idea that states might not set up exchanges.  Even as late as December 2012, the list was only 17 states, not 37.  And note from the linked article the dissenting states' logic -- they were refusing to form an exchange because it was thought that the Feds could not set one up in time.  Why?  Because the Congress and the Feds had not planned on the Federal exchanges serving very many people.  It had never been the expectation or intent.

If, in 2010, on the day after Obamacare had passed, one had run around and said "subsidies don't apply in states that do not form exchanges" the likely reaction would not have been "WHAT?!"  but "Duh."  No one at the time would have thought that would "gut the whole law."

Postscript:  By the way, note how dangerous both the arguments are that opponents of Halbig are using

  1. The implementation of these IRS regulations are so big and so far along that it would be disruptive to make them illegal.  This means that the Administration is claiming to have the power to do anything it wants as long as it does it faster than the courts can work and makes sure the program in question affects lots of people
  2. The courts should give almost unlimited deference to Administration interpretations of law.  This means, in effect, that the Administration rather than the Courts are the preferred and default interpreter of law.  Does this make a lick of sense?  Why have a judiciary at all?

Exaggerating Transit Use for Fun and Higher Taxes. Or How PIRG Supports the 1% over the 99%

The Arizona PIRG has a report that can be summarized as "transit is increasing fast, driving is falling, all of our future investment should be in transit".  The Valley Fever blog has the story:

Arizonans are driving less, and relying more on public transportation, according to a report from the Arizona Public Interest Research Group Education Fund.

The shift is causing the Arizona PIRG Education Fund to recommend that public officials shift funding away from more highway projects, and more toward other transportation options."

"We recommend that transportation officials and elected leaders look at the data today, and not outdated assumptions, to make sure that any highway projects are absolutely necessary," Arizona PIRG Education Fund executive director Diane Brown tells New Times....

In the Phoenix metro area, the light rail opened in late 2008 and is already experiencing ridership numbers that weren't projected to be reached until the year 2020. In 2013, the Valley Metro transit system experienced a record high annual ridership, and between 2007-2013, boardings on Valley Metro transit service jumped from 60 million to more than 75 million - an increase of 25 percent. The Northern Arizona Intergovernmental Public Transportation Authority recently saw its highest monthly ridership in October 2013. And in Yuma, ridership on Yuma County Area Transit has tripled since 2011.

The report suggests that public officials re-allocate their focus and funding, away from building new highways and toward more transportation options.

This is a fantasy.

There is an enormous amount of obfuscation going on here.  The percentage rise of public transit trips is actually the miracle of small numbers -- small changes on an even smaller base.  The point of these charts is to try to say that Arizonans use a lot of transit and we should dump more billions into these projects.  As it turns out, despite all the huge public investment, transit is still a rounding error.

Note that, from their own report, driving vehicle miles per capita are 9175 per person per year.  So lets look at transit.  They exaggerate by showing averages for Phoenix and Tucson, where transit use is higher, not for the whole state like they show vehicle miles.  The total state transit miles per person in the same year, using their numbers, turns out to be as low as 64 (if no one outside of Phoenix or Tucson uses transit) and as high as 110 (if everyone outside of Phoenix and Tucson uses transit at the same rate as in the cities).  The likely number is around 75.

This means that after all these billions and billions of transit spending, transit trips are 0.8% of vehicle trips (75 vs. 9175). That is a rounding error.  You sure wouldn't get that impression from the report.  The Public Interest Research Group has a funny view of "public interest", putting the desired transportation mode of the 0.8% over the desired choice of the 99.2%

Well, you say, I should compare the increase in transit to the decrease in driving.  OK.  Again using their numbers:  Vehicle driving miles went down 348 per capita over the study period.  In the same time, per capital transit miles went up by about 26 in Phoenix and Tucson (likely less in the state as a whole).  So, at best, transit ridership accounts for about 7% of the drop in driving.

This is not nothing, but hardly justifies the enormous increase in transit spending over the last 15 years and the billions and billions in capital investment.

Oh, and by the way, Phoenix Light Rail ridership has cannibalized bus ridership about 1 for 1.  That means all that investment in light rail has just shifted riders to a more expensive, less flexible transit mode.  But that is another story.

Punitive Damages and Double Jeopardy

A Florida jury awarded the widow of a deceased smoker $23 Billion in punitive damages against RJ Reynolds.

Here is what confuses me -- the $23 billion is obviously not the damages to the woman and her family directly (that was a separate much lower figure) but is somehow calculated as a penalty for RJ Reynolds pursuing bad practices with everyone.  This has to be a penalty for harm to many people, perhaps to all of RJ Reynolds customers.  So what happens when there is a second suit?  Can another person get yet another $23 billion, forcing RJ Reynolds to essentially pay twice for the same bad practices?  Or if a million other ex-customers sued, could RJ Reynolds be forced to pay $23 quadrillion in total? Or should past punitive damages for the same actions be deducted from future awards, saying something like "RJ Reynolds should be penalized $23 billion but that was already paid out to someone else so the net in this suit is zero."

I have no problem suing for actual harm and have opposed limits on regular damage awards -- who can say in advance what the actual damages might have been?  Damage caps tend to be a poor substitute for cleaning up the real problems, which include junk science, no penalty for frivolous suits, and presumption of guilt against deep-pocketed defendants.  But I have never, ever understood punitive damages.

Update:  Jacob Sullum has some related thoughts

Although the main purpose of tort litigation is supposed to be making victims whole, so-called punitive damages explicitly aim to punish wrongdoers. That is usually the function of the criminal justice system, which therefore provides additional protections for defendants, including a higher standard of proof, stricter evidence rules, and penalties prescribed by statute. Attorneys seeking punitive damages do not have to contend with any of those safeguards.

The very concept of punitive damages is oxymoronic, since actual damages (a.k.a. compensatory damages) are a measure of the harm caused by a tort. Punitive damages, by contrast, express a jury's outrage at the defendant's conduct and may be completely unmoored from the injury suffered by the plaintiff (who nevertheless gets the money). In this case, the punitive damages are about 1,400 times the actual damages, which the jury put at $16 million. That huge mutiple seems to violate Florida law, which caps the ratio of punitive to compensatory damages at three or four unless "the defendant had a specific intent to harm the claimant"—a description that clearly does not apply to a tobacco company with millions of customers, even if it prevented them from making informed decisions by hiding the dangers posed by its products.

Yawning Through the Outrage

There are a lot of things out there that generate tons of outrage that do about zero to work me up.  A good example is the recent kerfuffle over a school district assigning kids a debating assignment to argue both sides of the question "Was there actually a Holocaust?"

Certainly this was a fairly boneheaded topic to choose for such an assignment out of the universe of potential topics.   But I will say that this assignment is the type of thing that should be done a LOT more in schools, both in primary schools and in higher education.  Too often we let students make the case for a particular side of an argument without their even adequately understanding the arguments for the other side.  In some sense this brings us back to the topic of Caplan's intellectual Turing test.

I did cross-x debate all the way from 6th grade to 12th.  There is a lot to be said for the skill of defending one side of a proposition, and then an hour later defending the other (that is, if cross-x debate had not degenerated into a contest simply to see who can talk faster).

I remember a few months ago when a student-producer called me for a radio show that is produced at the Annenberg School at UCLA USC.   She was obviously smart and the nature of her job producing a political talk show demanded she be moderately well-informed.  She had called me as a climate skeptic for balance in a climate story (kudos there, by the way, since that seldom happens any more).  Talking to her, it was clear that she was pretty involved in the climate topic but had never heard the skeptic's argument from an actual skeptic.  Everything she knew about skeptics and their positions she knew from people on the other side of the debate.  The equivalent here are people who only understand the logic behind Democrat positions insofar as they have been explained by Rush Limbaugh -- which happens a lot.   We have created a whole political discourse based on straw men, where the majority of people, to the extent they understand an issue at all, only have heard one side talking about it.

I think the idea of kids debating both sides of key issues, with an emphasis on nudging them into trying to defend positions that oppose their own, is a great process.  It is what I do when I teach economics, giving cases to the class and randomly assigning roles (ie you are the guy with the broken window, he is the glazier, and she is the shoe salesman).  The problem, of course, is that we have a public discourse dominated by the outrage of the minority.  It would take just one religious student asked to defend abortion rights or one feminist asked to defend due process rights for accused rapists to freak out, and the school would probably fold and shut down the program.

Which is too bad.  Such discourse, along with Caplan's intellectual Turing test, would be centerpieces of any university I were to found.  When we debated back in the 1970's, there was never a sense that we were somehow being violated by being asked to defend positions with which we didn't believe.  It was just an excersise, a game.  In fact, it was incredibly healthy for me.  There is about no topic I can defend better than free trade because I spent half a year making protectionist arguments to win tournaments.    I got good at it, reading the judge and amping up populism and stories of the sad American steel workers in my discourse as appropriate.  Knowing the opposing arguments backwards and forwards, I am a better defender of free trade today.

Computer Modeling as "Evidence"

The BBC has decided not to every talk to climate skeptics again, in part based on the "evidence" of computer modelling

Climate change skeptics are being banned from BBC News, according to a new report, for fear of misinforming people and to create more of a "balance" when discussing man-made climate change.

The latest casualty is Nigel Lawson, former London chancellor and climate change skeptic, who has just recently been barred from appearing on BBC. Lord Lawson, who has written about climate change, said the corporation is silencing the debate on global warming since he discussed the topic on its Radio 4 Today program in February.

This skeptic accuses "Stalinist" BBC of succumbing to pressure from those with renewable energy interests, like the Green Party, in an editorial for the Daily Mail.

He appeared on February 13 debating with scientist Sir Brian Hoskins, chairman of the Grantham Institute for Climate Change at Imperial College, London, to discuss recent flooding that supposedly was linked to man-made climate change.

Despite the fact that the two intellectuals had a "thoroughly civilized discussion," BBC was "overwhelmed by a well-organized deluge of complaints" following the program. Naysayers harped on the fact that Lawson was not a scientist and said he had no business voicing his opinion on the subject.


Among the objections, including one from Green Party politician Chit Chong, were that Lawson's views were not supported by evidence from computer modeling.

I see this all the time.  A lot of things astound me in the climate debate, but perhaps the most astounding has been to be accused of being "anti-science" by people who have such a poor grasp of the scientific process.

Computer models and their output are not evidence of anything.  Computer models are extremely useful when we have hypotheses about complex, multi-variable systems.  It may not be immediately obvious how to test these hypotheses, so computer models can take these hypothesized formulas and generate predicted values of measurable variables that can then be used to compare to actual physical observations.

This is no different (except in speed and scale) from a person in the 18th century sitting down with Newton's gravitational equations and grinding out five years of predicted positions for Venus (in fact, the original meaning of the word "computer" was a human being who ground out numbers in just his way).  That person and his calculations are the exact equivalent of today's computer models.  We wouldn't say that those lists of predictions for Venus were "evidence" that Newton was correct.  We would use these predictions and compare them to actual measurements of Venus's position over the next five years.  If they matched, we would consider that match to be the real evidence that Newton may be correct.

So it is not the existence of the models or their output that are evidence that catastrophic man-made global warming theory is correct.  It would be evidence that the output of these predictive models actually match what plays out in reality.  Which is why skeptics think the fact that the divergence between climate model temperature forecasts and actual temperatures is important, but we will leave that topic for other days.

The other problem with models

The other problem with computer models, besides the fact that they are not and cannot constitute evidence in and of themselves, is that their results are often sensitive to small changes in tuning or setting of variables, and that these decisions about tuning are often totally opaque to outsiders.

I did computer modelling for years, though of markets and economics rather than climate.  But the techniques are substantially the same.  And the pitfalls.

Confession time.  In my very early days as a consultant, I did something I am not proud of.  I was responsible for a complex market model based on a lot of market research and customer service data.  Less than a day before the big presentation, and with all the charts and conclusions made, I found a mistake that skewed the results.  In later years I would have the moral courage and confidence to cry foul and halt the process, but at the time I ended up tweaking a few key variables to make the model continue to spit out results consistent with our conclusion.  It is embarrassing enough I have trouble writing this for public consumption 25 years later.

But it was so easy.  A few tweaks to assumptions and I could get the answer I wanted.  And no one would ever know.  Someone could stare at the model for an hour and not recognize the tuning.

Robert Caprara has similar thoughts in the WSJ (probably behind a paywall)  Hat tip to a reader

The computer model was huge—it analyzed every river, sewer treatment plant and drinking-water intake (the places in rivers where municipalities draw their water) in the country. I'll spare you the details, but the model showed huge gains from the program as water quality improved dramatically. By the late 1980s, however, any gains from upgrading sewer treatments would be offset by the additional pollution load coming from people who moved from on-site septic tanks to public sewers, which dump the waste into rivers. Basically the model said we had hit the point of diminishing returns.

When I presented the results to the EPA official in charge, he said that I should go back and "sharpen my pencil." I did. I reviewed assumptions, tweaked coefficients and recalibrated data. But when I reran everything the numbers didn't change much. At our next meeting he told me to run the numbers again.

After three iterations I finally blurted out, "What number are you looking for?" He didn't miss a beat: He told me that he needed to show $2 billion of benefits to get the program renewed. I finally turned enough knobs to get the answer he wanted, and everyone was happy...

I realized that my work for the EPA wasn't that of a scientist, at least in the popular imagination of what a scientist does. It was more like that of a lawyer. My job, as a modeler, was to build the best case for my client's position. The opposition will build its best case for the counter argument and ultimately the truth should prevail.

If opponents don't like what I did with the coefficients, then they should challenge them. And during my decade as an environmental consultant, I was often hired to do just that to someone else's model. But there is no denying that anyone who makes a living building computer models likely does so for the cause of advocacy, not the search for truth.

Ready for the World Cup Finals

As a former hater, I have really enjoyed the World Cup this year.  I think an unsung part of why so many people have been coming around in the States is having ESPN broadcast every game, instead of just seeing two or three here.  Seeing all the games lets one start getting to know the players and the teams, develop favorites, etc.

However, like most Americans, I do find it, at best, humorous to watch folks act like they have been gut-shot every time someone brushes their jersey.  I talked to a friend of mine who used to manage NHL teams, and said that it would be funny to do a parody with ice hockey players falling and writhing on the ground every time they were touched.  There would be 10 guys laying on the ice in about 30 seconds.

Not quite the same idea, but I thought this parody was pretty funny

Trend That Is Not A Trend: Creating a Trend From Measurement Changes

I was watching some excellent videos of recent Phoenix dust storms roll across the city.  I started thinking about a joke story:

Scientists report that the number of Phoenix dust storms have likely increased substantially since 1990.  Before that date, almost no cell phone videos exist of large dust storms in Phoenix.  Today, one can find hundreds of such videos on Youtube, mostly from the last three or four years.  Obviously we are seeing some sort of climate change

This would clearly be absurd -- there has been a change in measurement technology.  No cell phone cameras existed before 1990.  But equally absurd examples can be found every day.

  • With the summer of the shark, an increase in frequency of media coverage of shark attacks was mistaken for an increase in frequency of shark attacks themselves.
  • With tornadoes, improving detection of smaller twisters (e.g. by doppler radar and storm chasers)  has been mistaken by many (cough Al Gore cough) for an increase in the frequency of tornadoes.  In fact, all evidence points to declining tornado frequency
  • With electrical grid disturbances, a trend was created solely by the government owner of the data making a push with power companies to provide more complete reporting.
  • I have wondered whether the so-called cancer epidemic in India is real, or the results of better diagnosis and longer life spans

Postscript:  I remember when I first saw one of these storms rolling towards me after I moved to Phoenix.  Perhaps I should not have read Stephen King's The Mist, but I honestly wondered for a minute if I would live to regret not hopping in my car and racing to stay ahead of the wall coming towards me.


"Trend that is not a trend" is an occasional feature on this blog.  I could probably write three stories a day on this topic if I wished.  The media is filled with stories of supposed trends based on single data points or anecdotes rather than, you know, actual trend data.  More stories of this type are here.  It is not unusual to find that the trend data often support a trend in the opposite direction as claimed by media articles.

IOS App Recommendation -- Tripcase

I really am not a productivity app sort of guy.  I have a lot of games, but most apps strike me as just dedicated browsers for someone's web site.    To date I am a big user of the Kindle app and the Feedly RSS feed reader app and the Gmail app.   Oh, and Google maps (the Apple maps program still sucks).   And that is about it.

But I have been using Tripcase (free) to bring together all my travel info and I really like it.  All one has to do is forward airline, hotel, car rental, restaurant, etc confirmations to a certain email address and the program parses out what information it needs.  The only work is that each confirmation gets set up as a separate trip, but it is easy to merge three or four together to get all of one trip in a single record.  It provides a nice interface with travel information and provides notifications for such things as flight delays and gate changes.

Site Issues

Well, we had just a mess of problems here.  We have had off and on DOS attacks for a week or so, and then last night I managed to embed some oddball code in a quotation in one of yesterdays posts that caused other heartache.

After a lot of debugging, I am hoping all is well again.  I have changed the caching and security options at Incapsula, which I use as a gateway for traffic.  For many of you, you will see substantial performance improvements but at the cost of some caching which may delay your comments showing up by 10 minutes or so.

When Regulation Makes Things Worse -- Banking Edition

One of the factors in the financial crisis of 2007-2009 that is mentioned too infrequently is the role of banking capital sufficiency standards and exactly how they were written.   Folks have said that capital requirements were somehow deregulated or reduced.  But in fact the intention had been to tighten them with the Basil II standards and US equivalents.  The problem was not some notional deregulation, but in exactly how the regulation was written.

In effect, capital sufficiency standards declared that mortgage-backed securities and government bonds were "risk-free" in the sense that they were counted 100% of their book value in assessing capital sufficiency.  Most other sorts of financial instruments and assets had to be discounted in making these calculations.  This created a land rush by banks for mortgage-backed securities, since they tended to have better returns than government bonds and still counted as 100% safe.

Without the regulation, one might imagine  banks to have a risk-reward tradeoff in a portfolio of more and less risky assets.  But the capital standards created a new decision rule:  find the highest returning assets that could still count for 100%.  They also helped create what in biology we might call a mono-culture.  One might expect banks to have varied investment choices and favorites, such that a problem in one class of asset would affect some but not all banks.  Regulations helped create a mono-culture where all banks had essentially the same portfolio stuffed with the same one or two types of assets.  When just one class of asset sank, the whole industry went into the tank,

Well, we found out that mortgage-backed securities were not in fact risk-free, and many banks and other financial institutions found they had a huge hole blown in their capital.  So, not surprisingly, banks then rushed into government bonds as the last "risk-free" investment that counted 100% towards their capital sufficiency.  But again the standard was flawed, since every government bond, whether from Crete or the US, were considered risk-free.  So banks rushed into bonds of some of the more marginal countries, again since these paid a higher return than the bigger country bonds.  And yet again we got a disaster, as Greek bonds imploded and the value of many other countries' bonds (Spain, Portugal, Italy) were questioned.

So now banking regulators may finally be coming to the conclusion that a) there is no such thing as a risk free asset and b) it is impossible to give a blanket risk grade to an entire class of assets.  Regulators are pushing to discount at least some government securities in capital calculations.

This will be a most interesting discussion, and I doubt that these rules will ever pass.  Why?  Because the governments involved have a conflict of interest here.  No government is going to quietly accept a designation that its bonds are risky while its neighbor's are healthy.  In addition, many governments (Spain is a good example) absolutely rely on their country's banks as the main buyer of their bonds.  Without Spanish bank buying, the Spanish government would be in a world of hurt placing its debt.  There is no way it can countenance rules that might in any way shift bank asset purchases away from its government bonds.

What Happens When You Abandon Prices As A Supply-Demand Matching Tool? California Tries Totalitarianism

Mostly, we use prices to match supply and demand. When supplies of some item are short, rising prices provide incentives for conservation and substitution, as well as the creation of creative new sources of supply.

When we abandon prices, often out of some sort of political opportunism, chaos usually results.

California, for example, has never had the political will to allow water prices to rise when water is short. They cite all kinds of awful things that would happen to people if water prices were higher, but then proceed instead with all sorts of authoritarian rationing initiatives that strike me as far worse than any downsides of higher prices.

In this particular drought, California has taken a page from Nazi Germany block watches to try to ration water

So, faced with apparent indifference to stern warnings from state leaders and media alarms, cities across California have encouraged residents to tattle on their neighbors for wasting water — and the residents have responded in droves. Sacramento, for instance, has received more than 6,000 reports of water waste this year, up twentyfold from last year...

Some drought-conscious Californians have turned not only to tattling, but also to an age-old strategy to persuade friends and neighbors to cut back: shaming. On Twitter, radio shows and elsewhere, Californians are indulging in such sports as shower-shaming (trying to embarrass a neighbor or relative who takes a leisurely wash), car-wash-shaming and lawn-shaming.

“Is washing the sidewalk with water a good idea in a drought @sfgov?” Sahand Mirzahossein, a 32-year-old management consultant, posted on Twitter, along with a picture of a San Francisco city employee cleaning the sidewalk with a hose. (He said he hoped a city official would respond to his post, but he never heard back.)

Drought-shaming may sound like a petty, vindictive strategy, and officials at water agencies all denied wanting to shame anyone, preferring to call it “education” or “competition.” But there are signs that pitting residents against one another can pay dividends.

All this to get, in the best case, a 10% savings. How much would water prices have to rise to cut demand 10% and avoid all this creepy Orwellian crap?

One of the features of Nazi and communist block watch systems was that certain people would instrumentalize the system to use it to pay back old grudges. The same thing is apparently happening in California

In Santa Cruz, dozens of complaints have come from just a few residents, who seem to be trying to use the city’s tight water restrictions to indulge old grudges.

“You get people who hate their neighbors and chronically report them in hopes they’ll be thrown in prison for wasting water,” said Eileen Cross, Santa Cruz’s water conservation manager. People claim water-waste innocence, she said, and ask: “Was that my neighbor? She’s been after me ever since I got that dog.”

Ms. Franzi said that in her Sacramento neighborhood, people were now looking askance at one another, wondering who reported them for wasting water.

“There’s a lot of suspiciousness,” Ms. Franzi said. “It’s a little uncomfortable at this point.” She pointed out that she and her husband have proudly replaced their green lawn with drought-resistant plants, and even cut back showers to once every few days.

Update:  Seriously, for those that are unclear -- this is the alternative to capitalism.  This is the Progressive alternative to markets.  Sure, bad things happen in a free society with free markets, but how can anyone believe that this is a better alternative?

A Couple of Final Thoughts on Hobby Lobby

It should not be necessary to say this, but apparently it is:

  • The government's reluctance to ban an activity does not constitute an endorsement
  • The government's refusal to subsidize an activity does not constitute a ban

Trend that is Not A Trend: Millennials Living At Home After Graduation

Supposedly, there is this huge trend in Millennials graduating college, failing to find a satisfactory job, and ending up living at home.  Almost every media outlet known to man has written about it.  They have anecdotes and pictures of individuals to prove it.  But there does not seem to be an actual trend:



It turns out that the share of young people 18-24 not in college but living at home has actually fallen.  Any surge in young adults living at home is all from college kids, due to this odd definition the Census uses

It is important to note that the Current Population Survey counts students living in dormitories as living in their parents' home.

Campus housing, for some reason, counts in the census as living at home with your parents.  And since college attendance is growing, thus you get this trend that is not a trend.


"Trend that is not a trend" is an occasional feature on this blog.  I could probably write three stories a day on this topic if I wished.  The media is filled with stories of supposed trends based on single data points or anecdotes rather than, you know, actual trend data.  More stories of this type are here.  It is not unusual to find that the trend data often support a trend in the opposite direction as claimed by media articles.