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The High Cost of Commercial Land-Use Restrictions
Exclusionary zoning that targets housing gets more attention. But a new study highlights how restrictions on commercial uses also cause great harm.

Legal and policy debates about land-use restrictions tend to focus on exclusionary zoning that restricts housing construction. Such restrictions do indeed cause great harm, and also violate constitutional rights. But restrictions on commercial uses of property also have major negative effects. A recent National Bureau of Economic Research (NBER) study by economists Fil Babalievsky, Kyle Herkenhoff, Lee Ohanian and Edward Prescott attempts to quantify the effect. Here is the abstract:
Commercial real estate accounts for roughly 20% of the U.S. fixed asset stock, and commercial land use is highly regulated. However, little is known about the quantitative impact of these regulations on economic activity or consumer welfare. This paper develops a spatial general equilibrium model of the U.S. economy that includes commercial real estate regulations and congestion effects, the latter of which provide a rationale for such regulations. The model is tailored to exploit the near-universe of CoreLogic's commercial, parcel-level, property tax records to construct a quantitative index of commercial real estate regulations for nearly every commercial property. We use the model to evaluate the positive and normative impacts of commercial land use deregulations. Moderately relaxing commercial regulations across all U.S. cities yields large allocative efficiency effects, with output gains of about 3 percent to 6 percent and welfare gains of about 3 percent to 9 percent of lifetime consumption. We also find significant positive and normative gains from deregulation with 40 percent of the labor force working remotely.
Ohanian summarizes their findings in a bit more detail here:
The size of a building relative to the value of a parcel of land is influenced by the stringency of the land-use regulations governing the parcel. For example, the skyscrapers in midtown and downtown Manhattan that sit on extremely valuable land indicate that commercial land-use regulations are relatively small and thus allow for building larger structures. On the other hand, the very small buildings that are home to Silicon Valley venture capital firms on the extremely valuable land on Sand Hill Road indicate very stringent land-use regulations, which deny larger buildings.
My coauthors and I use this concept to quantify the stringency of these regulations by collecting tax assessment data from most commercial building parcels in the United States. Our approach requires only two numbers: the assessor's total valuation of a parcel and the amount of that valuation accounted for by just the structure that sits on the land. On Sand Hill Road, much less of the total value of a commercial parcel is accounted for by the structure, while in midtown Manhattan, much more of the total value is accounted for by the structure.
Given this simple but powerful economic logic, our analysis develops an economic model comprising the more than two hundred metropolitan statistical areas (MSAs) of the United States. The model calculates the regulation stringency at the individual parcel level, aggregates the individual parcels to the MSA level, and then aggregates each of the MSAs to the national level. The analysis finds that the least-regulated MSA is Midland, Texas, known as the "Tall City" for its towering buildings. Los Angeles and San Jose are among the most-regulated MSAs, having smaller commercial buildings that account for less of the total value of commercial parcels than the average of all MSAs. The model accounts for the positive role of land-use regulations that limit the congestion arising from completely unfettered land use in a city. Thus, the model recognizes the potential benefits of some regulations.
The analysis conducts several policy experiments that assess how real US GDP, as well as consumer welfare and developer profits, would be affected if land-use regulations were changed. One experiment analyzes what would happen if all MSAs adopted the relatively low level of land use regulation found in Midland, Texas. With this policy reform, we find that real US GDP would increase by about 3 percent in perpetuity, or about $1 trillion per year. The amount of commercial square footage would increase by around 15 percent under this scenario. Consumers would benefit from this change, as a better allocation of land use would increase their incomes, boost their consumption, and allow them to work less. The results of this experiment indicate that our present land-use regulations are far too stringent.
This model is admittedly imperfect. There are likely factors other than regulatory stringency that account for the relative value of structures compared to that of the land they sit on. For example, in some areas, tall buildings may have little value, even if permitted, because the highest-value use of the land consists of shops or restaurants that can only operate effectively if customers don't have to ascend to a high floor to reach them. The authors try to control for some of these factors. But I don't think they fully succeed in this admittedly difficult task.
On the other hand, as the authors recognize, their model only captures restrictions on building size and floor space. It does not fully consider restrictions on types of uses (e.g. - the types of commercial enterprises allowed on the property). In that important respect, they actually underestimate the impact of commercial zoning restrictions. For example, their model does not capture restrictions like the one at issue in the recent Indiana case addressing whether tacos and burritos qualify as "sandwiches" (the answer determines whether a Mexican restaurant qualifies as one of the types of restaurants allowed to operate in the area, under the local zoning code).
Despite the debate it triggered in the media and in legal circles, the Indiana sandwich restriction is relatively trivial in its impact. But it's the tip of a much larger iceberg of use-based (as opposed to height and floor spaced-based) commercial zoning restrictions, many of which are probably not captured by the NBER model.
Despite its limitations, the NBER study is likely right to conclude that legal restrictions on commercial land uses have large negative effects. Even if the effects are only a quarter or a third of what the authors estimate (about $250 billion or $333 billion per year in lost GDP, as opposed to $1 trillion), it's still an enormous negative impact. That's a high cost in lost production, job opportunities, and foregone innovation.
As the authors note, their figures take into account the possibility that many workers can work remotely. And the vast majority of jobs still require workers to be in person at least part of the time. Thus, the remote-work revolution has only modestly reduced the need for people to be able to "move to opportunity" and work in the places where they can be most productive. It's also worth noting that working class and lower-middle class people are more likely to need to work in person than upper-income professionals. Thus, commercial-use restrictions (like residential zoning restrictions) disproportionately harm the poor and disadvantage.d I discuss the remote work aspect of the issue in more detail in Chapter 3 of my book Free to Move: Foot Voting, Migration, and Political Freedom.
In our forthcoming Texas Law Review article, Josh Braver and I argue that exclusionary zoning rules restricting housing construction violate the Takings Clause of the Fifth Amendment (unless the government pays "just compensation" to the owners, which it rarely does). Restrictions on commercial development are a more complicated case. But under the originalist theories discussed in Part II of the Article, such constraints also violate the "right to use," which part of the " private property" protected by the Takings Clause. The exception is regulations that protect against serious threats to public health or safety, and thereby fall within the "police power" exception to takings liability (see Section II.C of the article). But most commercial-use restrictions cannot be justified on such grounds, certainly not most that restrict height and floor space. Things are likely to be different under the living constitution approaches covered in Part III of the article, which focus more exclusively on housing.
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". On the other hand, the very small buildings that are home to Silicon Valley venture capital firms on the extremely valuable land on Sand Hill Road indicate very stringent land-use regulations, which deny larger buildings."
Umm... Have you been on Sand Hill Road?
There's nothing inherently "good" about it, except for two items.
1. It's right next to Stanford University
2. It's currently low density housing.
It's not even on a main thoroughfare, but a little side road that goes up to the linear accelerator, then the mountains.
Upzoning it for more intense commercial use (further down the street) would simply drive away the venture capitalists. And it's not like there isn't a mall right at the intersection of El Camino and Sand Hill anyway. How much more commercial do you want?
It's "examples" like these that make us question what you really know about an area and the effects?
Here's a question for your zoning expertise. Take two areas. Palo Alto (Since you mentioned Sand Hill Road) and East Palo Alto. Take a look at the Housing prices. Palo Alto sits at an average home price in the area of $3 Million. East Palo Alto, sitting right across a highway, sits at home prices in the area of a million or less.
Why is that? What does zoning say about that and land desirability? Can upzoning dramatically decrease the desire to live and invest in an area?
This comparison of Sand Hill Road to Manhattan is so foolish as to discredit everything they say. I get the impression that they think venture capitalists will be more efficient if some skyscrapers are built on Sand Hill Road.
Well, yeah: That Sand Hill land is magic dirt, you could dump a thousand people there tomorrow, and you'd get a thousand new tech firms.
A long time ago (80's), EPA (East Palo Alto) was considered the murder capital of the world. Crossing over that freeway to grab a sandwich at Togos was something you wouldn't do at night.
This had to do with the demographics, and also the rate of crime driving down and keeping property values low.
So while one demographic moved out, and another moved in, the property values increased. Understanding how they are historically different can give you an idea as to why there is a price disparity.
You can't just clean up an area and assume that both sides are going to wind up at the same valuation over night.
But most commercial-use restrictions cannot be justified on such grounds, certainly not most that restrict height and floor space.
Engineering challenges to be surmounted to enable intensive retail and restaurant uses on the middle floors of high rise buildings. Discuss.
Really high rise buildings only make sense in areas with extremely high land costs AND where there's some local factor that demands that a lot be done in the area. The taller a building, the higher the cost per square foot becomes, because of the structural demands of supporting the upper floors.
Only improvements in communications technology have drastically reduced the range of activities that really have to be done in specific places, and most of what remains isn't actually suitable for tall buildings. That's why really tall skyscrapers are mostly just money losing prestige projects these days, not money making (Except for the construction company!) efforts.
Take the JP Morgan Chase skyscraper that's going up in NYC. 60 stories, and they're building it in an area where office occupancy rates are collapsing. It's not being built for practical reasons, just to impress people with how retained profits can be wasted.
I largely agree with Armchair and Roger here.
There seems to be an implicit assumption that if you let Sand Hill buildings get, say, 20% taller then the returns to the firms in those buildings will rise 20%. That’s nonsense.
Why should they rise at all? Are the opportunities unlimited, constrained only by the office space available to exploit them? Is that truly the binding constraint?
And why aren’t those firms, faced with these limits, expanding to much cheaper, per Armchair, East Palo Alto? Do markets not work when you are trying to make a point they tend not to support?
The best thing about this series is how it's largely bringing us all together, isn't it?
True.
I largely agree with Armchair and Roger here.
Not a sentence I thought it likely I would ever write.
The question I want answered by all these studies is how, by what mechanism, would eliminating the restriction increase GDP by anything like what is claimed.
Maybe it's therein the paper, but if Somin is touting the idea he should provide at least a quick summary, but he doesn't.
Before you show me the results of some regression, show me the model. If that's not carefully thought through than what you've done is nothing but practice using some computer program.
The notion to treat zoning as a taking, and force compensation for property owners, is of course tendentious. Folks willing to argue that way at least ought to be intellectually honest enough to posit also the comparably tendentious idea that eliminating zoning imposes costs on property owners. There is no honesty in a hypothetical calculation which includes only one side. Subtract the hypothetically imposed losses from the hypothetically realized gains.
I think that the reasonableness of treating zoning as a taking depends on cases.
Take, for instance, a street a few minutes from my house: It had long been zoned mixed use, occupied by a combination of long standing residential homes, small businesses, a church, a corner market that existed from when the area was rural. All co-existing just fine.
A decade ago the city rezoned it from mixed use to commercial only. The home owners along this road can continue to live in their homes, but any change of ownership requires that the new owners use the property for commercial purposes.
Most of these lots are too small for commercial use, the homes on them are unsuited to conversion to business use. As a result one house along this road after another has ended up abandoned after the owner had to move, or passed on. In a really tight real estate market, some of these properties have been on the market for years now, while the buildings fall into ruin. The heirs inherited what had been valuable homes, but now are just tax liabilities.
Now the city announces long anticipated plans to widen the road. How convenient that they don't have to pay fair market value for occupied housing, but instead for a series of abandoned homes on lots without commercial potential... They saved a mid sized fortune with that conveniently timed zoning change.
Is that not reasonably a taking, changing zoning to eliminate the only use of a property in advance of purchasing it, so that the price will be much lower?
Now I'm agreeing with you.
It's not the zoning per se that's a taking, it's the process it's a part of, as in your example.
Well, no, I wouldn't say that zoning per se is a taking, or at least if it is, it's potentially a de minimis taking. But when a change in zoning takes away the most valuable use of the property, and not even a speculative use? Sure, it's a taking then.
The more difficult case would be going in the opposite direction, you've got a purely residential neighborhood, and suddenly it gets rezoned to mixed use, several lots get bought up and turned into a strip mall. The sort of zoning change where the loss of value is due to somebody else's use change.
I have some small experience with these situations, though limited to the state of Florida, Hillsborough county. So my mileage is limited. Having said that...
I'm surprised that upzoned residential properties cannot sell with a residential land use as that would have been grandfathered in. The new owners would only run afoul of the commercial zoning if they were to apply for a new land use or possibly if they wanted to expand the structure to the point it required significant permits. (Zoning and Land Use are not always the same.) Generally speaking, residential (R-1 type) to Commercial would be an upzone that would be difficult to sell as a "taking" since it likely (but may not always) represents an increase in land value.
Downzoning, in my limited experience, is where the takings argument has more traction.
I lived in an area that was considered "old and run down" and the city had attempted an economic improvement by upzoning one entire side of a street to low-intensity commercial. The side of the block on the commercial corridor filled up with car lots, small restaurants, and other uses. The side of the block facing into the neighborhood remained residential in use even if zoned commercial. Fast-forward a few decades and the old neighborhood was placed on the National Register as historic and all those commercially-zoned residences with it. Attempts to rezone those homes back to residential was fought based on the loss of potential future value due to the down-zoning.
YMMV depending on your location, naturally.
And I'd like to underscore Brett's observation that a new owner's legal change of land use based on an up-zoning can have a significant impact on surrounding property values (up or down.) Cell town substations are ugly, convenience stores attract crime and litter, smoke shops bring unwanted smells, doggie daycares create significant noise intrusion. There was a junk shop in my old neighborhood that collected rainwater (mosquitos) and became infested with rats. A couple blocks down the road, an up-zoning led to the opening of a mom-n-pop burger joint which increased interest in a neighborhood that had few resident serving businesses. (tried to find a positive example... best I could do. Burger smells and traffic would be a downside for the closest residents.)