Between 1850 and 1910, most US censuses asked whether an individual was deaf. There were four alternative descriptions among the combinations of deafness and dumbness. Seems straightforward enough. The problem is that these aren’t discrete categories, they’re continuous. That is, one’s ability to hear can be zero, very good, bad, or just middling. What constitutes the threshold for deafness? In practice, it was the discretion of the enumerator. Understandably, there was a lot of variation in judgement from one enumerator to another. A lot of older people were categorized as deaf, even if they had some hearing loss.
Continue readingAuthor: Zachary Bartsch
Self-Replicating Machines: A Practical Human Response
Currently, we have software that can write software. What about physical machines that can produce physical machines? Indeed, what about machines that can produce other machines without human direction?
First of all, machines-building machines (MBM) still require resources: energy, transportation, time, and other inputs. A well-programmed machine that self-replicates quickly can grow in number exponentially. But where would the machines get the resources that enable self-replication? They’d have to purchase them (or conquer the world sci-fi style). Where would a machine get the resources to make purchases of necessary inputs? The same place that everyone else gets them.
Continue readingThe Allure of Overconfidence
I say what economists are supposed to say. I tell everyone who will listen that they should invest in index funds and then don’t check their balances. I explain that abnormal returns stem from abnormal information. Individuals are unlikely to have abnormal insight about publicly traded companies because other people have more time and resources to find that information. Further, even if a professional has abnormal insight, it’s not likely to persist over time. Index funds get around the problem of idiosyncratic risk and the brevity of abnormal insight by riding on the back of the more informed. I say all of this and I believe it in my heart.
I teach macroeconomics and I’ve published about asset volatility. I know more about inflation and the macroeconomy than the typical investor. From mid-2020 through now the S&P500 has gained 11.3% annually. My personal return has been 21% annually. It’s true, however, that the first half of 2022 was rough. But I can’t help but feel happy and confident.*
Continue readingSelf-Conception, Relative Prices, & Confabulation
We all like to think that we are individuals. We like to think that we grow and that our tastes develop and mature. We begin to appreciate different things in life, and among other behaviors, our spending habits change.
But what would you say if I told you that your maturing tastes didn’t cause your maturing consumption patterns? Indeed, what if it’s the other way around? Maybe, you’re just a bumbling ball bearing bouncing about and pinging off of various stimuli in a very predictable fashion. What if the prices that you face changed over the course of the past two decades, adjusting your optimal bundle of consumption, and then you contrived reasons for your new behavior in an elegant post-hoc fashion.
Have you *really* taken a liking to whole wheat bread and pasta over the past decade because your tastes have developed? Or maybe it’s because you found that scrumptious New York Times recipe that turned you away from potatoes and toward rice. Whether it’s a personal experience, a personal influence, or a personal development, we like to think about ourselves as complex organisms with a narrative that makes sense of the way in which we interact with the world.
On the other hand, we have price theory. Price theory still accepts that you are special and that you have preferences. Then, it asserts that your preferences remain fixed and that your changes in behavior are merely responses to changing costs and benefits that you perceive in the world. Maybe you’re not any more inclined to eat healthily than you were previously, but the price ratio of whole wheat bread to white bread is 10% less than it use to be. Maybe your east-Asian inspired recipe didn’t cause you to spurn potatoes, but instead the price ratio of rice to potatoes fell by 20%.
Continue readingTwenty Years of Animal Protein Affordability
Have you heard the hubbub about eggs? People say that they’re expensive. My wife told me that if she’s going to pay an arm and a leg, then she may as well get the organic, pasture raised eggs. Absolutely. That’s what the substitution effect predicts. As the price ratio of low-quality to high-quality eggs rises, we’re incentivized to consume more of the high-quality version. It has to do with opportunity costs.
Consider a world in which the low-quality eggs cost $2 and the high-quality eggs cost $6 per dozen. Every high-quality egg costs 3 low-quality eggs. You might still choose the high-quality option, but you know that you’re giving up a lot by doing so. Consider the current world where low-quality eggs are priced on par with high-quality eggs. Now, the opportunity cost of consuming the fancy, pasture-raised eggs has fallen. When consuming one high-quality egg costs you one low-quality egg, it’s much easier to opt for the high-quality version. You’re not giving up as much when you purchase it.
For vegetarians, the recent price swing has probably been rough. Not eating meat, they’re facing the price squeeze more so than their omnivorous counterparts. Through the magic of math, median wages, and average retail prices, the figure below charts the affordability of eggs and dairy products.* The median person has been facing falling egg affordability for two decades. Indeed, it’s only been the past few years, punctuated by the Covid crisis, that consumers experienced more affordable eggs.

Dairy products, however, have become much more affordable. The median American can now afford 50% more of their namesake cheese. Further, we can afford 20-25% more whole milk and cheddar cheese. So, the vegetarians are not so poorly off after all.
But how do meatier sources of protein compare?
Continue readingRenting From the Government?
When I was younger, and a more disagreeable libertarian, I was staunchly against almost all taxes. And not just all taxes in general. Each type of tax was a specific affront to human dignity in its own egregious way.
- Sales taxes represented government meddling in private contracts.
- Income taxes represented government stealing people’s time.
- Property tax represented that living on land was a privilege provided by the state landlord. Private property was a myth.
I won’t win the fight over whether the state governments should be spending money. But, given that we have to pay for services, I can definitely opine on the desirable and undesirable traits of one tax or another. Economists tend to like sales taxes because they encourage saving, investment, capital formation, and greater output. Maybe that’s a good idea. But it’s not clear to me that we should incentivize consumption tomorrow at the cost of consumption today. There is no singular right answer to that tradeoff.
I would love to have a per-adult lump sum tax in which everyone pays the same dollar figure no matter what. I would also love to receive a million dollars – and that ain’t going to happen either. In lieu of a lump sum tax on people, I think that the next best thing is a lump sum tax on land. Each acre in a county can pay the same tax bill. On the margin, firms would economize on land and tend toward density. That would bring lots of agglomeration and economies of scale. Jeremy wrote recently about land taxes, which have a lot of proponents. I share the concerns about estimating land value and I think that it’s a non-trivial challenge.
Continue readingItching to Change (Property Rights)
I live in southwest Florida where it is quite tropical. We don’t have four seasons. We mark the passage of time with the rainy season for 8 months and the dry season for 4 months. We also mark time with ‘season’. Season is when the snow-birds – those who live in places further north – migrate to and occupy Florida for about 4-5 months. During those times the roads are more crowded and the grocery store customers are less friendly. We can also mark the passage of time with mosquitos. January has fewer mosquitos. The rest of the year we know not to go outside at dusk.
Therefore, we have the Collier Mosquito Control District. This little government entity does several things. But I want to focus on spraying. On some nights, more so during the rainy season, the CMCD flies airplanes and sprays our inland bodies of water that are susceptible to mosquito infestation. Let’s put aside for the moment any alleged negative human health effects that spraying might cause.
I want to talk about taxes.
Continue readingThe Social Drug of Prohibition
Why does the average drinker consume alcohol? There are plenty of reasons, one of which is social. Alcohol, while inhibiting clarity, precision, and discretion, is a social lubricant. If you’re one of those drinking, then it’s enjoyable to be around other drinkers. Also, people build the habit of drinking *something* while socializing. We all know that prohibition resulted in bootlegging and tainted cocktails. But what were the legal alternatives? One was that you could purchase grape juice and make your own wine (that’s a story for another time). Another is to switch to another drug.
Alcohol is a depressant and arguably the most popular one in the US. It’s not a clear substitute for alcohol in terms of its direct effects on the body. However, it’s a liquid, safe, and tasty. That make is a good candidate for satisfying the physical urge to imbibe. But, importantly, it is also a social drug. People would get so hopped up on coffee and feed off of one another’s high that Charles the II of England banned coffee houses in order to prevent seditious fomentation. This brings us to an important characteristic of coffee. It’s a stimulant. You’d think that a stimulant would not be a substitute for alcohol. If anything, one might think that they are complements. Coffee helps to provide that kick in the pants after having an enjoyable night. But, the social feature makes coffee a good candidate to substitute alcohol, should the times be dire.
Illegal activity aside, people wanted an outlet for their physical and social proclivities. They wanted intoxication. Coffee provided exactly that. Conveniently, the continental US didn’t grow any of its own coffee. That means that imports and domestic consumption have a tight relationship.
Continue readingOnline Reading Onpaper
We have six weekly contributors here at EWED and I try to read every single post. I don’t always read them the same day that they are published. Being subscribed is convenient because I can let my count of unread emails accumulate as a reminder of what I’ve yet to read.
Shortly after my fourth child was born over the summer, I understandably got quite behind in my reading. I think that I had as many as twelve unread posts. I would try to catchup on the days that I stayed home with the children. After all, they don’t require constant monitoring and often go do their own thing. Then, without fail, every time that I pull out my phone to catch up on some choice econ content, the kids would get needy. They’d start whining, fighting, or otherwise suddenly start accosting me for one thing or another – even if they were fine just moments before. It’s as if my phone was the signal that I clearly had nothing to do and that I should be interacting with them. Don’t get me wrong, I like interacting with my kids. But, don’t they know that I’m a professional living in the 21st century? Don’t they know that there is a lot of good educational and intellectually stimulating content on my phone and that I am not merely zoning out and wasting my time?
No. They do not.
I began to realize that it didn’t matter what I was doing on my phone, the kids were not happy about it.
I have fond childhood memories of my dad smoking a pipe and reading the newspaper. I remember how he’d cross his legs and I remember how he’d lift me up and down with them. I less well remember my dad playing his Game Boy. That was entertaining for a while, but I remember feeling more socially disconnected from him at those times. Maybe my kids feel the same way. It doesn’t matter to them that I try to read news articles on my phone (the same content as a newspaper). They see me on a 1-player device.
So, one day I printed out about a dozen accumulated EWED blog posts as double-sided and stapled articles on real-life paper.
The kids were copacetic, going about their business. They were fed, watered, changed, and had toys and drawing accoutrement. I sat down with my stack of papers in a prominent rocking chair and started reading. You know what my kids did in response? Not a darn thing! I had found the secret. I couldn’t comment on the posts or share them digitally. But that’s a small price to pay for getting some peaceful reading time. My kids didn’t care that I wasn’t giving them attention. Reading is something they know about. They read or are read to every day. ‘Dad’s reading’ is a totally understandable and sympathetic activity. ‘Dad’s on his phone’ is not a sympathetic activity. After all, they don’t have phones.
They even had a role to play. As I’d finish reading the blog posts, I’d toss the stapled pages across the room. It was their job to throw those away in the garbage can. It became a game where there were these sheets of paper that I cared about, then examined , and then discarded… like yesterday’s news. They’d even argue some over who got to run the next consumed story across the house to the garbage can (sorry fellow bloggers).
If you’re waiting for the other shoe to drop, then I’ve got nothing for you. It turns out that this works for us. My working hypothesis is that kids often don’t want parents to give them attention in particular. Rather, they want to feel a sense of connection by being involved, or sharing experiences. Even if it’s not at the same time. Our kids want to do the things that we do. They love to mimic. My kids are almost never allowed to play games or do nearly anything on our phones. So, me being on my phone in their presence serves to create distance between us. Reading a book or some paper in their presence? That puts us on the same page.
If You Get Too Cold, I’ll Tax the Heat
Public utilities are funny things. The industry is highly capital intensive and many argue that it makes for natural monopolies. At the same time, access to electricity and water (and internet) are assumed as given in any modern building. Further, utility providers are highly, highly regulated at both the state and federal levels of government. Many utilities must ask permission prior to changing anything about their prices, capital, or even which services they offer.
Don’t get me wrong. Utility companies have a sweet deal. They are protected from competition, face relatively inelastic demand for their goods, and they have a very dependable rate of return. I just can’t help feeling like state governments are keeping hostage a large firm with immobile fixed business capital. For that matter, given what we know about the political desire for opaque taxation, I also have a suspicion that many states might tax their populations by using the utility companies as an ingenious foil. “Those utility companies are greedy, don’t you know. It’s a good thing that they are so highly regulated by the state.”
There are two types of utility taxation. 1) Gross receipts taxes are like an income tax. From the end-user’s perspective, the tax increases with each unit consumed. 2) A utility license tax is like a fee that the utility must pay in order to operate in the state. From the user’s perspective, well… This tax may not even appear on the monthly bill. But if it does, then the tax per household falls with each additional household that the utility serves. Either way, state governments can get their share of the economic profits that protection affords. Below is map which shows the 2021 cumulative utility tax per resident in each state.
Continue reading