
Eric Jaffe, of Sidewalk Labs, recently wrote about an interesting research paper -- from the Journal of the American Planning Association -- that looked at the developer response to an inclusionary zoning policy change in London. The full research paper can be found over here.
The change was an expansion to existing mandatory IZ policies. Between 2005 and 2008, each of the 33 local authorities in Greater London reduced the minimum threshold for new housing projects. Previously it only applied to new developments with 15 or more units, but it was reduced to projects with 10 or more units. In other words, projects with a total of 10-14 units were now subject to IZ, whereas they were previously exempt.
These feel like small unit counts, but I guess it speaks to the scale of development happening in London. You generally need pretty high prices to make these kinds of boutique projects pencil out. By comparison, the IZ threshold here in Toronto is expected to be 100 or more units.
In any event, here's what happened in London:

Before the policy change developers were effectively building up to the 14 unit mark (to avoid IZ). Following that new supply dropped off. After the change, developers simply adjusted their project sizes and built more projects with less than 10 units.
Interestingly enough, the researchers found that there was generally no net loss of new homes during the study period (2004 to 2014); developers simply built more projects with lower unit counts. But more importantly, the team discovered that the policy change only kind of worked.
The increase in affordable housing was modest. The researchers uncovered a net increase of two affordable units per borough, per year, among projects within the 10-14 unit band. That's something. But London is a big place.
Of course, this is a response to a particular kind of policy change in a particular kind of market. Development is a local business and it's oftentimes hard to generalize. But it does speak to the fact that there are nuances, complexities, and market distortions to consider when it comes to land use policies.
Photo by Aaron Gilmore on Unsplash

https://twitter.com/donnelly_b/status/1462146482694410248?s=20
We talk a lot on this blog about laneway housing and ADUs, including, of course, the one that Globizen built earlier this year. But beyond being exceedingly cool (see above), what has this policy change meant at the macro level? To what extent is it actually helping housing supply? Let's consider Toronto.
As a reminder, "laneway suites" became permissible in the former/old City of Toronto in 2018. The policies where then expanded to the entire city of Toronto in the summer of 2019. So we've had just over 2 years of this housing type being fully allowed city-wide.
Though it's worth keeping in mind that there are only so many laneways in Toronto (which is why "garden suites" are going to be important and may actually end up being more impactful):


Eric Jaffe, of Sidewalk Labs, recently wrote about an interesting research paper -- from the Journal of the American Planning Association -- that looked at the developer response to an inclusionary zoning policy change in London. The full research paper can be found over here.
The change was an expansion to existing mandatory IZ policies. Between 2005 and 2008, each of the 33 local authorities in Greater London reduced the minimum threshold for new housing projects. Previously it only applied to new developments with 15 or more units, but it was reduced to projects with 10 or more units. In other words, projects with a total of 10-14 units were now subject to IZ, whereas they were previously exempt.
These feel like small unit counts, but I guess it speaks to the scale of development happening in London. You generally need pretty high prices to make these kinds of boutique projects pencil out. By comparison, the IZ threshold here in Toronto is expected to be 100 or more units.
In any event, here's what happened in London:

Before the policy change developers were effectively building up to the 14 unit mark (to avoid IZ). Following that new supply dropped off. After the change, developers simply adjusted their project sizes and built more projects with less than 10 units.
Interestingly enough, the researchers found that there was generally no net loss of new homes during the study period (2004 to 2014); developers simply built more projects with lower unit counts. But more importantly, the team discovered that the policy change only kind of worked.
The increase in affordable housing was modest. The researchers uncovered a net increase of two affordable units per borough, per year, among projects within the 10-14 unit band. That's something. But London is a big place.
Of course, this is a response to a particular kind of policy change in a particular kind of market. Development is a local business and it's oftentimes hard to generalize. But it does speak to the fact that there are nuances, complexities, and market distortions to consider when it comes to land use policies.
Photo by Aaron Gilmore on Unsplash

https://twitter.com/donnelly_b/status/1462146482694410248?s=20
We talk a lot on this blog about laneway housing and ADUs, including, of course, the one that Globizen built earlier this year. But beyond being exceedingly cool (see above), what has this policy change meant at the macro level? To what extent is it actually helping housing supply? Let's consider Toronto.
As a reminder, "laneway suites" became permissible in the former/old City of Toronto in 2018. The policies where then expanded to the entire city of Toronto in the summer of 2019. So we've had just over 2 years of this housing type being fully allowed city-wide.
Though it's worth keeping in mind that there are only so many laneways in Toronto (which is why "garden suites" are going to be important and may actually end up being more impactful):

Between the introduction of laneway suites and June 2021, the City of Toronto received 306 permit applications to construct, of which 238 were associated with a unique address (the same address can have multiple permit applications).
During this same time period, 183 permits were issued. 107 were still under review at the time this report was written. 15 were refused. And 1 was classified as "unknown", which I guess means it got lost in the ether or under someone's desk.
Some of you will probably argue that this isn't enough new housing for a city of 3 million people with high home prices, high demand, and high immigration. And I would agree.
But it's still early days, there will be an adoption curve, and the policies are still being tweaked to further remove some of the barriers associated with delivering this housing type. Of the 238 unique addresses that submitted a permit application, just over a quarter of them had an associated minor variance application, which means that they did not fully conform to the current laneway suite by-law.
The most common obstacles appear to be the 1.5m laneway setback, the soft landscaping requirements, and the required fire access. But I know that there are others too. I could have used another foot or two in height on mine.
But as I mentioned before, there are more areas in this city without laneways than with. And so garden suites are going to be an integral component of city-wide ADUs. This will certainly help the adoption curve.
I continue to believe that these are all steps in the right direction and that this is an exciting time for Toronto. We are in the midst of transforming our laneways. But we're not done yet. We're going to have to make many other tough decisions in order to further increase housing supply. I'm positive we'll get there.
There is a commonly held view that short-term rentals (such as the ones you might find on platforms like Airbnb) are bad for housing affordability because they take long-term rentals out of the market and they help to drive up property values. And there's evidence for this. A study published in Harvard Business Review found that home-sharing alone might be responsible for about 20% of the average annual rent increases across the US.
Findings like these have encouraged municipalities around the world to put restrictions in place for STRs. But like most policy issues, there are nuances. And the thoughtful answers are rarely as obvious as they may initially seem. This has been part of my complaint around inclusionary zoning. It sounds good when politicians say it: let's just get developers to build us free affordable housing. But again, there are nuances to consider.
Short-term rentals are similar. A recent follow-up study that was again published in Harvard Business Review has actually uncovered some interesting longer-term benefits to STRs.
Using residential permit data, Airbnb listings, and STR policies across the US, the team found that when you look over a longer time horizon, Airbnb listings actually tend to increase the supply of residential housing. On average, a 1% increase in Airbnb listings led to a 0.769% increase in permit applications. Supply is of course good for a whole host of reasons, one of which is boosting the local tax base.
Conversely, they found that restricting STRs tended to reduce the supply of new housing and renovations. After new regulations were put in place affecting STRs, Airbnb listings fell on average by about 21% and residential permits fell by 10%.
Restrictions also seem to have a direct impact on the construction of things like accessory dwelling units (laneway and garden suites for us here in Toronto). When analyzing data in and around the borders between jurisdictions in Los Angeles County, the researchers found that areas without STR regulations saw 17% more ADU permit applications compared to the areas that had restrictions.
For the 15 US cities that the team studied, they conservatively estimated that STR restrictions reduced property values by about $2.8 billion and impacted tax revenues by about $40 million per year. Some cities, like Chicago, have also found success using STRs as an economic development strategy in distressed neighborhoods, which would further bolster the tax base.
All of these findings suggest that a more nuanced approach to STR policies is probably merited.
Photo by Andrea Davis on Unsplash
Between the introduction of laneway suites and June 2021, the City of Toronto received 306 permit applications to construct, of which 238 were associated with a unique address (the same address can have multiple permit applications).
During this same time period, 183 permits were issued. 107 were still under review at the time this report was written. 15 were refused. And 1 was classified as "unknown", which I guess means it got lost in the ether or under someone's desk.
Some of you will probably argue that this isn't enough new housing for a city of 3 million people with high home prices, high demand, and high immigration. And I would agree.
But it's still early days, there will be an adoption curve, and the policies are still being tweaked to further remove some of the barriers associated with delivering this housing type. Of the 238 unique addresses that submitted a permit application, just over a quarter of them had an associated minor variance application, which means that they did not fully conform to the current laneway suite by-law.
The most common obstacles appear to be the 1.5m laneway setback, the soft landscaping requirements, and the required fire access. But I know that there are others too. I could have used another foot or two in height on mine.
But as I mentioned before, there are more areas in this city without laneways than with. And so garden suites are going to be an integral component of city-wide ADUs. This will certainly help the adoption curve.
I continue to believe that these are all steps in the right direction and that this is an exciting time for Toronto. We are in the midst of transforming our laneways. But we're not done yet. We're going to have to make many other tough decisions in order to further increase housing supply. I'm positive we'll get there.
There is a commonly held view that short-term rentals (such as the ones you might find on platforms like Airbnb) are bad for housing affordability because they take long-term rentals out of the market and they help to drive up property values. And there's evidence for this. A study published in Harvard Business Review found that home-sharing alone might be responsible for about 20% of the average annual rent increases across the US.
Findings like these have encouraged municipalities around the world to put restrictions in place for STRs. But like most policy issues, there are nuances. And the thoughtful answers are rarely as obvious as they may initially seem. This has been part of my complaint around inclusionary zoning. It sounds good when politicians say it: let's just get developers to build us free affordable housing. But again, there are nuances to consider.
Short-term rentals are similar. A recent follow-up study that was again published in Harvard Business Review has actually uncovered some interesting longer-term benefits to STRs.
Using residential permit data, Airbnb listings, and STR policies across the US, the team found that when you look over a longer time horizon, Airbnb listings actually tend to increase the supply of residential housing. On average, a 1% increase in Airbnb listings led to a 0.769% increase in permit applications. Supply is of course good for a whole host of reasons, one of which is boosting the local tax base.
Conversely, they found that restricting STRs tended to reduce the supply of new housing and renovations. After new regulations were put in place affecting STRs, Airbnb listings fell on average by about 21% and residential permits fell by 10%.
Restrictions also seem to have a direct impact on the construction of things like accessory dwelling units (laneway and garden suites for us here in Toronto). When analyzing data in and around the borders between jurisdictions in Los Angeles County, the researchers found that areas without STR regulations saw 17% more ADU permit applications compared to the areas that had restrictions.
For the 15 US cities that the team studied, they conservatively estimated that STR restrictions reduced property values by about $2.8 billion and impacted tax revenues by about $40 million per year. Some cities, like Chicago, have also found success using STRs as an economic development strategy in distressed neighborhoods, which would further bolster the tax base.
All of these findings suggest that a more nuanced approach to STR policies is probably merited.
Photo by Andrea Davis on Unsplash
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