Category: Urbanism

Dispersal of Urban Networks is Bad

The debate over upzoning has reached Paul Krugman, who is a strong supporter of liberalization (and an opponent of rent control), on the grounds that rich cities like New York and San Francisco are hotbeds of productivity and people should be allowed to move to them in greater numbers. Per Krugman, zoning rules in rich cities force people out, so instead they live in environments where they are less productive and thus earn lower wages, such as the Southern US. Dietrich Vollrath, an economist studying economic growth, makes a different suggestion:

Of course, there is an equivalent solution – move everyone in San Francisco to Houston or Atlanta. The reason SF is the most productive city is not because of some fixed, inherent quality of the location at 37.78 degrees North, 122.41 degrees West. It’s certainly not because of it’s fantastic summer climate. San Fran is the most productive city because it so happened that a unique collection of nerds coalesced there starting in the 1960’s. More nerds were attracted to the bright, shiny things that the original nerds were making, and now I have an iPhone. But here’s the thing about nerds – they are easy to move. You can easily strap one to a dolly and wheel them anywhere you want.

This is the economic equivalent of proposals for population dispersal used in discussions of poverty: urban renewal tends to involve such dispersal, with negative effects on community life, social support networks, and crime. (See for example what I wrote of proposals on the Israel left to disperse black refugees away from South Tel Aviv; while I fingered just one political party, the others seem to believe the same today.) Of course, the people Dietrich characterizes as nerds are not oppressed and are not going to turn to crime because of lack of opportunity, but they will not be as productive in Houston as they are in San Francisco, for similar reasons.

The key to the Bay Area’s success in the tech sector is not that it has people who came from all over the world, who could equally congregate elsewhere. On the contrary, as per a Wired infographic, tech giants tend to hire locally: the top universities feeding Silicon Valley firms are in the Bay Area (including San Jose State, and not just Stanford and Berkeley), and the top university feeding Microsoft is the University of Washington. The Bay Area, and to a lesser extent Boston and Seattle, has a culture that propels people with interests in science and engineering toward programming. New York’s culture is different, and propels them to finance. In addition to different regional cultures, there are also university cultures: Harvard may be in Cambridge, but is far less important as a tech feeder than MIT, with fewer than half as many grads per capita going to Silicon Valley.

Dispersing people away from the Bay Area means dispersing them toward regions in which the business and social networks do not favor the same activities, and do not reward them as much. Houston has a core of nerds working for NASA, who may be interested in working for private tech firms that find themselves priced out of Boston and San Francisco. But those nerds are used to what is presumably a totally different business culture. If these private tech firms are started by local Houstonians, then they will have a business culture familiar to Houstonians, and alien to any San Franciscan they hire.

People in the software sector have specific ideas about how to do things, reinforced by what works in their industry; as a result, their ideas regarding public transit, a mature industry in which immense capital requirements and routinized tasks make the modern startup model inapplicable, are often painful and wrong, as I’ve ranted here, here, and here, and as Jarrett Walker has ranted here, here, here, and here. This also goes in the other direction – a corporate culture built around mature technology is unlikely to create innovative smartphone apps. If Uber were a Washington firm, it would be better at lobbying for regulations that would retroactively legalize it and give it favorable insurance requirements, but then it wouldn’t have invented a new way of hailing cabs in the first place. This is historically related to the growth of the Bay Area as a tech hub in the first place, as explained in Regional Advantage: Boston got there first, but its traditional corporate hierarchies couldn’t innovate at the same rate as the flatter networks of the Bay Area. One of the candidate US Sunbelt cities for poaching the tech cluster in Dietrich’s proposal, Dallas, is the home of Texas Instruments, where the integrated circuit was invented, but it is today a tertiary tech cluster because of this problem of corporate culture.

But all this assumes the tech cluster would even exist in whichever low-cost city it moved to. There is no real reason for it to do so. If high prices lead to an exodus of tech firms from the Bay Area, the community will dissipate rather than relocate. The richest members of it – Google, Apple, Facebook, the major venture capital firms – have the money to stay in the Bay Area, and to pay employees extra to cover rent in San Francisco. It’s the weaker members, typically startups, who are in danger of being priced out, and they are probably going to move to many different cities, depending on personal ties.

Once away from the Bay Area, they’d have to not only contend with a new urban culture, but also deal with it as a small minority. The same factors that cause unassimilated minorities to stay in their ethnic enclaves, even when discrimination is not a factor (ultra-Orthodox Jews own much of the housing in Brooklyn even outside their enclaves), favor clustering of industries. A hundred thousand Bay Area nerds could possibly remake parts of Houston in a way that’s favorable for their economic production; ten thousand could not. They’d have to rely on local venture capital firms, which are almost certainly looking for different business models. They’d have to recruit new workers from universities with student populations with different interests, expectations, and summer internships. In analogy with forced assimilation of ethnic whites in early- and mid-20th century America, they’d assimilate, to a nationwide economy with much lower per capita income than is normal in their sector.

The second assumption is that, if Houston became the next San Francisco, it would eventually accommodate a larger pool of tech workers. This is not necessarily true: Houston has a liberal process for permitting new construction, including of apartments, but only subject to onerous parking minimums and setbacks, which it doesn’t call zoning but which appear on the zoning codes of cities that do have zoning. It makes it easy to build new sprawl, but not so much new density, and eventually, the sprawl is going to lead to long commutes, producing the same rising prices in the deed-restricted and de facto zoned center that are seen in San Francisco and other coastal US cities. Fast-growing exurbs exist at the edge of metro areas everywhere in the US; the reason there’s not much growth in the expensive metro areas is that these exurbs are so far from the center that the commutes are too long for people to bother.

This is worse outside the US. The exact same problems of high costs coming from high rents exist in most other developed countries, only they don’t have fast-growing cities as large as Dallas, Atlanta, or Houston. Stockholm is rent-controlled and, judging by the almost complete absence of high-rises, tightly zoned; there are likely many people who’d move here if market-rate rents were in line with construction costs, but instead they have to live in Norrland, Malmö, and other peripheral areas. Houston’s metro area is not much smaller than the Bay Area’s, but in Europe, the cheaper cities are far smaller than their respective countries’ more expensive cities (often the capitals). The business networks formed in those cities would have to be smaller and less specialized. This is similar to the situation in the US involving New York’s great size, except that smaller Boston, San Francisco, and Washington achieve equivalent or higher incomes, so Houston should not be penalized for not being a hypercity.

The only problem is that Europe has no Houston. Its cheap larger cities, such as Naples and Berlin, have high unemployment and low incomes. Browse per capita income net of rent (see definitions here) by regions of European countries here, and per capita income by US metro area or county here. Houston and Dallas are both richer than the US average, and Atlanta is about 10% poorer. Berlin is 20% poorer than the German average, and 40% poorer than Munich’s region, Upper Bavaria, part of a general pattern of East-West inequality, driving a flight from the former East Germany to the West. In Italy, with its north-south divide, the southern regions, including Naples’ Campania, are about half as rich as Milan’s Lombardy, leading to a similar pattern of more immigration to the north. To tell people to move there and start their own social networks is, in American terms, like to tell people to move to Mississippi. In the smaller European countries we do not see such large income gaps, but we also do not see large metro areas with affordable housing.

Now, those rich capital cities (or non-capital ones, in the case of Milan) usually have rent control, which is how they achieve such high levels of per capita income even after subtracting rents. The people from the provinces who might have moved to them if they were cheaper do not benefit from this rent control, and have to either wait years for an apartment to open up or pay exorbitant rents. This reduces interregional mobility, and is a predictable side effect of a system in which housing is allocated to people based on how long they’ve lived in the city.

The idea of making do with tight zoning restrictions in some cities by bypassing them and developing alternative networks around the Houstons of the world is attractive, but fatally flawed. San Francisco – and Munich, and Stockholm, and Paris, and the major cities of Switzerland – is productive for reasons that go beyond individual denizens, who can be moved elsewhere freely. This, ironically, goes against the grain of San Francisco’s tech culture, which uses technology to overcome regulatory failures: NextBus and similar apps try to overcome byzantine bus schedules, Uber and Lyft try to avoid taxi medallion restrictions, AirBnB tries to overcome hotel regulations. The tech sector’s thinking is often that bad regulations should be subverted rather than reformed. It works in some cases and fails in others; in the case of zoning, it’s doomed to failure, on every level, from trying to shrink dwelling sizes to fit more people in, to recreating business clusters in cities with less awful zoning rules, as Dietrich proposes. Like Dietrich, I am pessimistic about the ability of the US and most European countries to reform their zoning rules to allow more intense urban development (or about Japan’s ability to allow more immigration), but on the other hand I also don’t think there’s any workaround avoiding a massive political fight about it.

Zoning and Market Pricing of Housing

The question of the effects of the supply restrictions in zoning on housing prices has erupted among leftist urbanist bloggers again. On the side saying that US urban housing prices are rising because of zoning, see anything by Daniel Kay Hertz, but most recently his article in the Washington Post on the subject. On the side saying that zoning doesn’t matter and the problem is demand (and by implication demand needs to be curbed), see the article Daniel is responding to in Gawker, and anything recent by Jim Russell of Burgh Diaspora, e.g. this link set and his Pacific Standard article on the subject.

This is not a post about why rising prices really are a matter of supply. I will briefly explain why they are, but the bulk of this post is about why, given that this is the case, cities need to apportion the bulk of their housing via market pricing and not rent controls, as a matter of good political economy. Few do, which is also explainable in terms of political economy.

But first, let us look at the anti-supply articles. Gawker claims that San Francisco prices are rising despite a building boom. We’ll come back to this point later, but let me note that in reality, growth in housing supply has been sluggish: Gawker links to a SPUR article about San Francisco’s housing growth, which shows there was high growth in 2012, but anemic growth in previous years. The Census put the city’s annual housing unit growth last decade at 0.8%. In New York, annual growth was 0.5%, as per a London study comparing London, Paris, New York, and Tokyo. In contrast, Tokyo, where zoning is relatively lax, growth was 2%, and rents have sharply fallen. The myth that there is a building boom in cities with very low housing unit growth is an important aspect of the non-market-priced system.

Jim’s arguments are more interesting. He quotes a Fed study showing that housing vacancies in the most expensive US cities have not fallen, as we’d expect if price hikes came from lack of supply. (In San Francisco, vacancies went up last decade, at least if you believe that the Census did not miss anyone.) This is too not completely right, because in Los Angeles County, as noted on PDF-page 18 here, vacancies did recently fall. But broadly, it’s correct that e.g. New York’s vacancy rate has been 3% since the late 1990s, as per its housing surveys. But I do not think it’s devastating to the supply position at all. The best way to think about it is in analogy with natural rates of unemployment.

Briefly: it’s understood in both Keynesian and neo-classical macroeconomics that an economy with zero employment will have high and rising inflation, because to get new workers, employers have to hire them away from existing jobs by offering higher wages. There is a minimum rate of unemployment consistent with stable inflation, below which even stable unemployment will trigger accelerating inflation. In the US, this is to my understanding about 4%; whether the recession caused structural changes that raised it is of course a critical question for macroeconomic policy. A similar concept can be borrowed into the more microeconomic concept of the housing market.

There’s also the issue of friction, again borrowed from unemployment. There’s a minimum frictional vacancy, in which all vacant apartments are briefly between tenants, and if people move between apartments more, it rises. For what it’s worth, the breakdown of 2011 New York vacancies on pages 3-4 by borough and type of apartment suggests friction is at play. First, the lowest vacancy by borough is 2.61%, in Brooklyn, not far below city average. Second, the only type of apartment with much lower vacancy than the city average is the public housing sector, with 1.4% vacancy, where presumably people stay for decades so that friction is very low; rent-stabilized units have lower vacancy than market-rate units, 2.6% vs. 4.4%, which accords with what I would guess about how often people move.

So if high rents are the result of supply restrictions, and it appears that they are, the way to reduce them should be to relax zoning restrictions. If this is done, then this allows living even in currently expensive areas without spending much on rent. Urban construction costs are lower than people think: New York’s condo average is $2,300 per square meter, and London’s is not much higher, entirely eaten by PPP conversions; Payton Chung notes the much higher cost of high-rises than that of low-rises, but the cost of high-rise apartment buildings is still only about $2,650/m^2 in Washington, and (using the same tool) about $3,100 in New York, and at least based on the same tool, mid-rises are barely any cheaper. For US-wide single-family houses, construction costs are 61.7% of sale prices, but the $3,100 figure already includes overheads and profit. Excluding land costs, which are someone else’s profit, construction, profit, and overheads are 92.5%; so let’s take our $3,100/m^2 New York high-rise and add the rest to get about $3,300, which is already more than most non-supertall office skyscrapers I have found data for in other major cities. The metro area appears to have a price-to-rent ratio of about 25, and with the caveat that this may go down slightly if the city gets more affordable, this corresponds to a monthly rent of $11 per square meter, at which point, a 100-m^2 apartment, sized for a middle-class family of four, becomes affordable, without subsidies, to families making about $44,000 a year and up, about twice the poverty line and well below the median for a family of that size. If we allow some compromises on construction costs – perhaps slightly smaller apartments, perhaps somewhat lower-end construction – we could cover most of the gap between this and the poverty line.

But given that demand for housing at prices that match construction costs, there has to be a way of allocating apartments. Under market pricing, they’re allocated to the highest bidder. If there is a perfectly rigid supply of 2 million housing units and a demand for 4 million at construction costs, the top 2 million bidders get housing, at the rent that the 2 millionth bidder is willing to pay.

I do not know of any expensive city with low home ownership that uses market pricing: too many existing residents would lose their homes. High home ownership has the opposite effect, of course – Tel Aviv may have rising rents, and high price-to-income ratios, but since home ownership is high, the local middle class is profiting rather than being squeezed, or at least its older and slightly richer members are.

Instead, cities give preference to people who have lived in them for the longest time. Rent control, which limits the increase in annual rent, is one way to do this. City-states, i.e. Singapore and Monaco, have citizenship preference for public housing to keep rents down for their citizens. Other cities use regulations, including rent control but also assorted protections for tenants from eviction, to establish this preference. Instead of market pricing allocation, there is allocation based on a social hierarchy, depending on political connections and how long one has lived in the city. People who moved to San Francisco eight years ago, at age 23, organize to make it harder for other people to move to the city at this age today.

Going to market pricing, which means weakening rent controls over the next few years until they’re dead letter, is the only way to also ensure there is upzoning. Although rent control and upzoning both seem to be different policies aimed at affordability, they’re diametrically opposed to each other: one makes it easy for people to move in, one makes it hard. As I mentioned years ago, rent-controlled cities tend to have parallel markets: one is protected for long-timers, and for the rest there is a market that’s unregulated and, because so much of the city’s housing supply is taken off it, very expensive. In exchange-rate dollars, I pay $1,000 for a studio of 30 square meters, of which maybe 20 are usable, the rest having low sloped ceilings. In PPP dollars it’s $730, still very high for the size of the unit. If I put my name on a waiting list, I could get a similar apartment for a fraction of the price; to nearly all residents, rents are far lower than what I pay, because of tight rent controls. Stockholm at least has a relatively short waiting list for rent-controlled apartments, 1.5 years, for international visitors at my university; American cities (or perhaps American universities) never do foreigners such favors.

The problem here is entirely political. Cities have the power to zone. Thus, supply depends entirely on whether local community leaders accept more housing. This housing, almost invariably, goes to outsiders, who would dilute the community’s politics, forming alternative social networks and possibly caring about different political issues. It’s somewhat telling that ultra-Orthodox Jews in the New York areas support aggressive upzoning, since the new residents are their children and not outsiders; Stephen Smith has written before about the Brooklyn Satmars’ support for upzoning, and the resulting relatively low prices. In the vast majority of the first world, with its at- or below-replacement birth rates, this is not the case, and communities tend to oppose making it easier to build more housing.

There is a certain privilege to being organized here. We see the pattern when we compare how US minorities vote on zoning to what minority community leaders say. In San Francisco specifically, activists who oppose additional development have made appeals to white gentrification in nonwhite neighborhoods, primarily the Mission District. Actual votes on the subject reveal the exact opposite: see the discussion on PDF-pp. 13-15 of this history of Houston land use controls, which notes that low-income blacks voted against zoning by an overwhelming margin because of scare tactics employed by the zoning opponents. (Middle-income blacks voted for zoning, by a fairly large margin.) Polling can provide us with additional data, less dependent on voter turnout and mobilization, and in Santa Monica, Hispanics again favor new hotel development more than whites. In areas where being low-income or nonwhite means one is not organized, low-income minorities are not going to support restrictions that benefit community leaders.

The result is that organized communities are going to instead favor zoning, because it gives them more power, as long as they are insulated from the effect of rising prices. In suburbs with high home ownership, they actually want higher prices: my rents are their property values. In cities with low home ownership, rent controls provide the crucial insulation, ensuring that established factions do not have to pay higher rents. Zoning also ensures that, since the developers who do get variances can make great profits, community groups can extort them into providing amenities. This is of course the worst in high-income areas: every abuse of power is worse when committed by people who are already powerful. But the poor can learn to do it just the same, and this is what happens in San Francisco; TechCrunch has a comprehensive article about various abuses, by San Franciscans of all social classes, culminating in the violent protests against the Google shuttles, and in many cases, the key to the abuse was the community’s ability to veto private developments.

The risk, of course, is displacement. As the gap between the regulated and market rent grows, landlords have a greater incentive to harass regulated tenants into leaving. This is routine in New York and San Francisco. Community groups respond by attacking such harassment individually, which amounts to supporting additional tenant protections. In California, this is the debate over the Ellis Act. The present housing shortages are such that supporting measures that would lower the market rent has no visible short-term benefits, and may even backfire, if a small rent-controlled building is replaced by a large unregulated building.

So with rent controls, community groups have every incentive to support restrictive zoning, and none to support additional development. With market pricing, the opposite is the case. What of low-income city residents’ access to housing, then? Daniel mentions housing subsidies as a necessity for the poor. To be honest, I don’t see the purpose, outside land-constrained cities like Hong Kong and Singapore. If it is possible through supply saturation to cut rents to levels that are affordable to families making not much more than the poverty line, say 133% of the US poverty line, the Medicaid threshold, then direct cash benefits are better. In the ongoing debate over a guaranteed minimum income, the minimum should be slightly higher than the US poverty line, which is lower as a proportion of GDP per capita than most other developed countries’ poverty lines, as seen in the government programs with slightly higher limits, led by Medicaid.

Leftists have spent decades arguing for state involvement in health care and education – not just cash benefits, but either state provision, or state subsidies combined with some measure of cost control. There are many arguments, but the way I understand them, none applies to housing:

1. Positive externalities: Ed Glaeser has noted that if some people in a metro area get more education then there is higher income growth even for other people in the area. In health care, there are issues like herd immunity.

2. Very long-term benefits: if college is as expensive as it is in the US today, it takes many years for graduates’ extra incomes to be worth the debt. With health care, the equivalent is preventive care. When benefits take so much time to accrue, first some people face poverty traps and don’t have the disposable income today to invest in their own health and education, and second, the assumptions of rational behavior in classical economics are less true.

3. Natural monopolies outside large cities: hospitals, schools, and universities have high fixed capital costs, so there can only be sufficient competition in very large cities. The same is of course true of rail transit.

4. Asymmetric information: students and parents can’t know easily whether a school is effective, and patients face the same problem with doctors; short-term satisfaction surveys, such as student evaluations, may miss long-term benefits, and are as a result very unpopular in academia.

With housing, we instead have competitive builder markets everywhere, no appreciable benefits to having your neighbor get a bigger or better apartment, and properties that can be evaluated by viewing them.

The only question is what to do in the transition from the present situation to market pricing. This is where a limited amount of protection can be useful. For example, rent controls could be relaxed into a steady annual gain in the maximum allowed real rent. While market-rate housing remains expensive, public housing is a stopgap solution, and although it should be awarded primarily based on need rather than how long one has lived in the city, a small proportion should be set aside to people in rent-controlled small buildings that were replaced by new towers. None of this should be a long-term solution, but in the short run, this may guarantee the most vulnerable tenants a soft landing.

What this is not, however, is a workable compromise. Community organizations are not going to accept any zoning reform that lets in people who are members of out-groups. They have no real reason to negotiate in good faith; they can negotiate in bad faith as a delaying tactic, which has much the same effect as present zoning regimes. What they want is not just specific amenities, but also the power to demand more in the future; it’s precisely this power that ensures the neighborhoods that are desirable to outsiders are unaffordable to them. What they want is a system in which their political connections and social networks are real resources. A city that welcomes newcomers is the exact opposite. Expensive housing is ultimately not a market failure; it’s a political failure.

Suburban Geography and Transit Modes

A post on Let’s Go LA from last year, about different suburban development patterns in different regions of the US, praises Los Angeles’s suburbs for having an arterial grid that allows some density and permits frequent bus service. The Northeast, in contrast, has a hierarchical system, of town centers surrounded by fractured streets and cul-de-sacs, at much lower density. This is how Los Angeles’s urban area has the highest standard density in the US, and one of the highest weighted densities, nearly tying San Francisco for second place after New York. It sounds like a point in favor of Los Angeles, but missing from the post is an analysis of how Rust Belt suburban development patterns reinforce prewar transit. Briefly, Western US grids are ideal for arterial buses, Northeastern town centers are ideal for commuter rail, which used to serve every town.

For a Northeastern example, the post brings up Attleboro as a historic town center. Look at the image and notice the walkable grid and development near the train station, although one quadrant of the station radius is taken up by parking. Attleboro is in fact the town with the oldest development on the Northeast Corridor between Boston and the Providence conurbation, and the only one that, when taking the train between Boston and Providence, I’d be able to see development in from the train. Sharon and Mansfield, both developed decades later, do not have as strong town centers. But conversely, many town centers similar to Attleboro’s exist in the Northeast: Framingham, Norwalk, Tarrytown/Sleepy Hollow, Huntington, Morristown, Paoli.

Now, a careful look at the specific examples of Norwalk and Huntington will show that the most walkable development is not necessarily at the train station. In both suburbs, the old town center is where the original road goes – Northern Boulevard and its eastern extensions in Long Island, the Boston Post Road in Connecticut. Huntington has a second center around the LIRR station; Norwalk has a much smaller second center around the South Norwalk Metro-North station. For the most part, the railroads went close enough to the older roads that the town center is the same, as is the case especially in Attleboro, Tarrytown, and Paoli, and in those cases, commuter rail can at least in principle serve jobs at the suburban town center.

This boils down to the difference between optimal bus and rail networks. Buses love grids: they typically serve the scale of a single city and its inner suburbs, and there it’s feasible to provide everywhere-to-everywhere service, which grids are optimal for. For the suburbs, this breaks down. Buses on uncongested arterial roads are still surface transit; an average speed of 30 km/h is aspirational, and that is for suburbs, not dense urban neighborhoods. On a road where the bus can average 30, cars can average 50, and cars can also use expressways without splitting frequency between different suburban destinations, speeding their journeys up greatly. Meanwhile, commuter rail can, depending on stop spacing, average 50-60 km/h easily, and an aggressive timetable can cross 80 if the stop spacing is relatively express.

There is no such thing as a rapid transit grid. Subway networks almost invariably look like a central mesh, often containing a circumferential line, with spokes radiating out of it in all directions. Mexico City has a larger mesh, approximating a subway grid, but its outer ends again look hub-and-spoke. Counting commuter rail, the hub-and-spoke system is as far as I can tell universal, with the exception of highly polycentric metro areas like the Ruhr. The spokes are rarely clean: they often cross each other (see for example the London Underground to scale). But looking at a city’s rail transit map, you’ll almost always be able to tell where the CBD is, where the inner-urban neighborhoods are, and where the outer-urban and suburban areas are.

At this distance, then, having a bus-friendly grid doesn’t matter much. What matters is having a good network of historical rights-of-way that can be used for regional rail, and a preexisting pattern of development following these lines and their junctions. In the US, the older cities have this, whereas the newer ones do not. In a suburb like Attleboro, good transit means good regional rail, with high all-day frequency, and a network of feeder buses timed to meet the trains. Grids aren’t especially useful for that.

And this is why, despite being so dense, Los Angeles has so little transit usage. Its street network is set up for bare-bones public transit, usable by people who can commute two hours in each direction and will never get cars. Because it was a medium-size city when its car ownership exploded, it doesn’t have as many town centers; its density is uniform. It has a higher weighted density than the Rust Belt outside New York, but its weighted-to-standard density ratio is much lower than those of Philadelphia, Boston, and Chicago. (It barely trails Washington, which has fewer town-center suburbs than the Rust Belt, but made an effort to actually build them around Metro; its Tarrytowns have Metro service rather than infrequent commuter rail.)

The optimal urban geography for urban transit is not the same as that for suburban transit, and the optimal street network for surface transit is not the same as that for rapid transit. Los Angeles could potentially excel at surface urban transit, but there’s only so much surface transit can provide the backbone of public transportation in a city. It has a handful of strong lines for rapid transit, and that’s a serious problem, which a grid won’t really solve.

State Boundaries and the Northeast (Hoisted from Comments)

Aaron Renn’s repost on US states mattering more than some people imagine made me think about the difference in attitudes toward state lines in different US regions. Aaron’s examples of state lines mattering come from the Midwest, specifically Indianapolis and Columbus. My usual examples of state lines not mattering come from the Northeast. And those two regions treat states very differently.

Imagine a thought experiment in which Congress allows states to redraw their own boundaries – to split, merge, or change borders on their own accord. Let’s ignore the Senate – perhaps it still uses the old boundaries. Let’s also assume that this is not a completely de novo redrawing, akin to the creation of the French departments, in which states are drawn to be of specific size or population.

In such a case, in most of the US, there would be small changes only. Indiana would lose the suburbs of Chicago, Cincinnati, and Louisville, but otherwise remain intact. Virginia would lose the DC suburbs and gain the North Carolina suburbs of Hampton Roads. Tennessee would gain the Memphis suburbs, and maybe possibly lose Chattanooga. Oregon and Washington would merge. California, Texas, and Florida could either survive more or less intact or split based on metro area spheres of influence. I do not know Florida well enough, but my understanding is that Texas and California have strong enough state identity that in a referendum, their major regions would vote against a split. Ohio might have cleaved if it had had only Cleveland and Cincinnati, but I believe the presence of Columbus would make it survive more or less intact. The only Midwestern state that would be completely dismembered is Missouri, which has no equivalent of Columbus between St. Louis and Kansas City.

The opposite is true of the Northeast. From talking to people from both Upstate and Downstate New York, I believe a referendum would result in both sides voting for a split. New Jersey exists as a coherent entity only in jokes about the state made by people from other states. Pennsylvania has at least three regions that do not identify with one another. But at the same time, a coherent Northeast region exists: there are strong migration ties, not only among the four main coastal metro areas but also to and from Pittsburgh and the Upstate metro areas, which have stronger migration ties to New York and Philadelphia than to Cleveland and Chicago. Along the coast, there is also suburb-sharing, which has led to the formation of just four combined statistical areas; there’s even a chain of suburb sharing connecting New York, Allentown (now in the New York CSA), and Philadelphia, and there may soon be direct sharing between New York and Philadelphia.

Unlike in the Midwest or Texas or California, the Northeast does not have the same university-enforced state boundaries, which are probably a major reason why Columbus specifically has migration ties with the entire state but not much with areas just outside the state. In much of the Northeast, a huge number of students go to private universities. In Massachusetts as far as I can tell there are more students at private universities than at public four-year colleges. New York has a very large public university system, but the SUNY/CUNY distinction reinforces the state’s internal divisions rather than erasing them the way Ohio State does.

In terms of a national rail plan, the Northeast practically is a single state (as is the Pacific Northwest, but that’s just two states), from Portland to Quantico. In California, Texas, and Florida, and even Ohio and South Carolina, there are potentially strong in-state intercity rail routes. New York and Pennsylvania have those as well, but both have even stronger routes that cross many states. The Midwest is full of routes that cross states, but usually those connect one or two states to Chicago; the main exception, Chicago-Detroit via Toledo, is indeed not pursued, in favor of the inferior I-94 route that mainly serves Michigan.

Regional rail is similar. It is possible to come up with a plan that’s at least theoretically coherent for regional rail in most parts of the US, to be run by a state agency (or in borderline cases a bi-state agency), or by a local agency with powers delegated by the state. In the Northeast, it’s completely impossible. It’s not even possible to cleanly cleave the region into separate states for the four primary coastal metro areas, because commuter rail services on the Northeast Corridor need to share track with intercity trains at least part of the way, and building infrastructure to avoid such track-sharing is needlessly expensive.

I do not know of a transport association that crosses so many boundaries of subnational entities in Europe. French services are run by the regions; they sometimes cross boundaries, but only in the Midwestern sense of a region bordering Ile-de-France running some of its regional trains to Paris. In Germany, Berlin and Brandenburg have the same transport association, and for all intents and purposes are a single state when it comes to rail network planning. Swiss services cross cantonal borders, but at least the Zurich regional rail network is again French or Midwestern, in that there’s a core of services funded by the ZVV, and services in bordering cantons that run through. In the Northeast, there are good reasons to have commuter services run through from Philadelphia to New York along the Northeast Corridor and maybe also the West Trenton Line; even metro area boundaries are not hard, let alone state boundaries.

Stepping back from the thought experiment, let’s think of how to organize transportation planning in the US. In the Midwest and the South, states are coherent entities. In the West, the areas where states really do not mean much are deep in the Interior West, where there’s no point in building additional ground transportation infrastructure in the first place. But in the Northeast, there may have to be a special exemption treating all of it, including Northern Virginia, as a single state for planning purposes. It can’t be run as tightly as a single state because of its size and its natural division into several metro areas, but some joint service between its various divisions is unavoidable.

More in general, the Ohio example showcases how coherent state identities can be manufactured by the presence of state institutions. On maps that center Cleveland and Cincinnati, such as maps of which baseball and football teams people support, Ohio looks completely dismembered. And yet, the presence of Columbus and Ohio State changes everything when it comes to economic ties such as migration: suddenly, the otherwise-artificial state border means something in terms of social services.

This is not something Northeastern states can really do, nor should they. Pennsylvania has Penn State at State College, but it’s in a small, faraway town, and people who can instead go to Penn or Carnegie Mellon will. New York can expand CUNY and SUNY, but there are too many campuses to provide the same social function of Ohio State. Of course states should expand public higher education, in terms of both opening new campuses where needed and subsidizing tuition, but there’s no room to create a new Columbus; such expansion would provide a necessary service to state residents, but not change economic geography the way it did in Ohio.

Transit Observations from Philadelphia

I was in Philadelphia last summer for about five days. I have few observations as a pedestrian: I stayed in West Philadelphia, in the gentrifying zone radiating out of University City, and traveled to Center City, and both neighborhoods seemed intimately familiar to me as a (former) New Yorker. The street widths and setbacks looked very much like those of New York; West Philadelphia could easily be an area of Brooklyn. The difference to me was in the public transit rather than the pedestrian experience.

In New York, the subway is for everyone. The same is true of Singapore and Vancouver. In Philadelphia, it is not the case. The city is about 40% white and 40% black. On the trains I took, the Market Street subway and the Subway-Surface Trolleys, nearly everyone was black. A friend who lived in Philadelphia for ten years has observed the same on the buses, and adds that white people on buses tend to be college students.

But there’s more to the story. I think it’s a commonplace that in American cities other than New York, blacks ride public transit more than whites. What I think is more important is that whites tend to ride transit at rush hour. When I rode the trains in Philadelphia at rush hour, there was still a clear black majority on the streetcar or the subway car, but there were a fair number of whites. In the off-peak, I was at times the only white person on a streetcar that was filled to its seated capacity. The aforementioned friend says she thinks she saw the same, but as she rarely rode at rush hour, she is not sure.

It is not hard to come up with explanations for the difference. In Philadelphia, as in the typical Rust Belt city, the white population is quite suburbanized, much more so than the black population. It is also substantially richer. Both contribute to car ownership, and to driving in whenever traffic allows; since traffic is worst at rush hour, that’s when we see the most white people on public transit. The people who ride the trains and the buses outside rush hour tend to be urban residents who do not own a car, and in a city with the income distribution and racial dynamics of Philadelphia, they are predominantly black.

This injects a racial element into a lot of transit planning, especially for commuter rail. North American commuter rail is designed exclusively for suburban residents, who in Philadelphia and similar cities are usually white and at least middle-class. This is why it gets away with such poor off-peak service: hourly on most SEPTA Regional Rail lines, hourly or even every two hours on the MBTA, hourly on most branches of the New York commuter rail network. Although New York itself doesn’t have the typical Rust Belt city demographics, its suburbs have typical Rust Belt suburb demographics, so the situation is the same. The same is true of Boston, when one remembers that a huge fraction of its urban white population is in Cambridge and Somerville. Philadelphia is only where this racial division is the most obvious even on the subway.

Everything about North American commuter rail screams “you’re better than the hoi polloi who ride the subway”: the seating arrangement maximizing seating rather than standing space, the park-and-rides, the fares, the lack of fare integration with local transit, the schedules. Since peak-only suburban transit serves precisely the niche that the traditional white suburban middle class is comfortable riding transit in, it is necessarily segregated. Its riders even fight to keep it that way: witness for example the opposition in Stamford to developing the Metro-North station and moving the parking 400 meters away. This article complaining about parking lot waits is typical of the species; these complaints persist despite very high spending on commuter rail parking lots, for example in Hicksville.

The same transit agencies that fudge or make up numbers to avoid serving minority neighborhoods also ignore the possibility of improving off-peak service. Although off-peak service is cheaper to provide than peak service – it requires no new vehicles or infrastructure and fewer split-shift crews – the plans for service expansion typically focus on more peak capacity, despite often high crowding levels on off-peak trains. This is worst on commuter rail, but also affects subway and bus systems. In New York, the MTA’s crowding guidelines call for setting off-peak frequency such that the average train on each line will have 25% more riders than seats at the most crowded point of its journey. As anyone who’s ridden trains in Manhattan in the evening knows, trains are quite often much more crowded than this average. The MTA needs to keep its losses to a reasonable minimum, and on the core lines the off-peak frequency is not bad; but why keep claiming that trains only have 25% more riders than cars? The MTA is by comparison more honest about its capacity problems on the Lexington express trains, for example in the Second Avenue Subway environmental impact statement.

Many of the problems of American transit systems are directly traceable to the fact that the managers don’t often ride the trains, and their peer group is not the same as the average transit user. This is why we see little concern for off-peak service, and practically none with off-peak service on the whitest and more suburban form of transit, commuter rail. None of these managers of course intends to be racist or classist, but they unwittingly are.

More on Vancouver’s Obsession With Filling Buses (Hoisted from Comments)

Via Human Transit, I learn that Translink has a bus service performance summary with an infographic on PDF-page 16 contrasting high- and low-performing routes. As usual, Translink claims that the high-performing routes have strong anchors at their ends as one of the reasons for their success. Unfortunately, the claim is not completely correct, and on top of that the definition of “high-performing” is stretched to make anchored routes look better. In particular, this implicates Vancouver’s strategy of upzoning the most intensely at its southern rim while ignoring its center.

To paraphrase my second comment on Human Transit, the summary rates routes on three metrics: boardings per hour, capacity utilization, and cost per boarding; a high-performing route is one that is in the metro area’s top 25 on all three, and a low-performing one is one that is in the bottom 25 on all three. However, only the first and the third are actually useful for the passenger. The second is a measure of pain – it’s the product of turnover with crowding, and although it can be raised by raising turnover, it can also be raised by making the bus more crowded.

An updated list of Vancouver buses and their productivity measures is available here. Measured by cost per rider and boardings per hour, the unanchored 8 is more productive than the 49, which has anchors but nothing in between. But the 8 ranks 29th in capacity utilization, so it’s penalized. The 5 and the 6, which are very short routes serving the West End, are also penalized solely because of their low crowding levels and their short length, which makes turnover more difficult. The 8 has high turnover (like the 3 and 20, which did make the infographic), so it achieves more passenger boardings per hour but fewer passenger-km despite its weak outer-end anchor, and the 5 and 6 are so short that even passengers riding all the way through provide many boardings per hour relative to capacity utilization.

Translink unfortunately does not break down capacity utilization into its two components, and only cites the crowding level at the most crowded point of the average trip. But we can still construct a table of some routes with their performance on the three metrics as well as their crowding level:

Route Boardings/hr Capacity use Peak Crowding Cost/boarding
3 113 110% 49% $0.89
5 105 67% 53% $0.95
6 98 68% 48% $1.02
8 102 98% 41% $0.98
9 103 160% 64% $0.97
20 113 124% 50% $0.89
25 81 187% 74% $1.23
41 105 180% 78% $0.95
49 96 169% 82% $1.04
99 176 167% 86% $0.57

The 3, 9, 20, 41, 49, and 99 are in the infographic on the list of most productive routes; the 25 narrowly misses on cost per passenger and boardings per hour but is second systemwide in capacity utilization, and the 5, 6, and 8 miss only on capacity utilization. The 25 and 49 have strong anchors at their outer ends, a single strong central anchor at the Canada Line, and nothing else; On the metrics relevant to the passenger who’s expected to ride the bus and fund it by paying a fare, they are somewhat lower-performing than the short 5 and 6 and the short-trip-encouraging 3, 8, and 20, but have far more crowding. The 9 and 41, both in the infographic, are about on a par with the 3, 5, 6, 8, and 20, and have more turnover due to additional destinations on Broadway and 9th that don’t exist on King Edward and 49th, but are still much more crowded than the unanchored routes. The 99 beats all others in performance, but the cost in terms of crowding is even higher.

The purpose of anchoring is explicitly to keep buses full all the way; the 25 and 49 are great at that, since people ride them longer distances, not having much to go to between their major destinations. However, it’s not a measure of passenger satisfaction or of transit agency finances, but of passenger-km. The surreptitious focus on passenger-km is dubious as a performance metric for urban transit, since transit-using city dwellers usually prefer shorter commutes and do most non-work trips on foot.

And if it’s dubious as a transit proposition, then as an urbanist proposition it’s destructive. As discussed in my previous post on the subject, Vancouver is upzoning Marine Drive (slightly) more intensely than the area south of Broadway and near the stations on the Canada Line between Broadway and Marine Drive – see PDF-pp. 26-27 of the draft plan. Despite the hysteria about urban planners using social engineering to make people live close to city center and take transit instead of driving, here we have a city with an otherwise well-deserved reputation for greenness using social engineering to make people live farther out.

This focus on anchors is making Vancouver build itself to be on a regional scale like how the 25 and 49 look on the local scale. The famous high-rise Vancouverism is really about looking like the 5 and 6 – i.e. upzoning near Downtown so that people will walk or take short trips – but future development is not intended to occur near Downtown but rather in strategically chosen secondary CBDs farther away. And what is really needed is continuous corridor development, as is practiced on the corridors hosting the 3, the 8, and the 20.

The Different Cities We Inhabit

I do not know many people who live in Boston proper. I know about a hundred who live in the Greater Boston area, but only a small minority lives in the city proper, as is of course true in general. I know many people who live in Boston suburbs or in secondary cities like Worcester, but the largest concentration lives in the urban parts north of the river: Cambridge, Somerville, and Watertown. This is true even if I exclude everyone with Harvard or MIT affiliation. In the geek community, Boston proper is where Chinatown is and where the train station is; the social centers are around MIT and Harvard, the jobs seem to be centered in Cambridge as well, and Brandeis graduates often gravitate toward Cambridge and Somerville.

What this means is that I don’t know what people in Greater Boston think about things very reliably. I know the attitudes in Greater Cambridge, or at least the part of Greater Cambridge that goes to conventions. Just as the Providence I inhabited was really a Greater East Side, one in which more people know more residents of Back Bay than of Olneyville, the Greater Boston I inhabited is a specific subculture that’s very active in New England, with specific attitudes that aren’t found elsewhere. For example, support for public transit is quite high, while at the same time enough events don’t and can’t take place in the urban core that people still figure cars are needed, leading to a culture of carpooling.

I keep being reminded by this every time I read pieces by Aaron Renn about attitudes in a city. His latest piece about gentrification is a more subdued example since he talks mostly about the actual effects of gentrification, but the point about people’s attitudes toward it is still there. An earlier piece about Rhode Island mindsets is more indicative. To Aaron, people in and around Providence identify with the state or with their local town rather than with the region. The people I have met are not like that, and often live in southern Massachusetts while still identifying with Providence somehow. For example, one of the Waterfire performers performs in Plymouth and Providence (and Providence is the bigger draw) and lives just outside the census-defined Providence metro area. For another example, I know a recent Brown graduate who is from a Providence suburb of Massachusetts who identifies with Rhode Island and southern Massachusetts, having gone to another college in Providence and to grad school at Brown.

The upshot of this is that it is extremely hard to make any generalization about a city from our own social circles. I live in social circles that are well within Richard Florida’s creative class, but aren’t really what urban leaders seem to care about. I went to a Providence event called Geeking Out once, and it turned out to be about subsidizing smartphone app developers. It’s clearly geeky; it also has no overlap with the geeks I know who teach children how to build robots, or go to fandom conventions. When we talk about cities and urban politics, we never say things like “the city needs to attract more talent.”

But the same difficulty of generalization of course affects the elites as well as people who perceive themselves as normal. If Aaron’s experience talking to urban development leaders is indicative of what they too think, then their social circles also consist mainly of other urban development leaders and their immediate families. There is nothing inherently wrong with that, but there is a real danger of overgeneralizing from an unrepresentative social network. Aaron himself doesn’t do this, but people in positions of power do. The New England I inhabited was a bubble in which downtown Boston didn’t really exist; the Providence that the power brokers seem to inhabit is one in which it is more important to improve transit access to the Jewelry District than to South Providence and Olneyville. I say this as someone who in a year in Providence visited Olneyville once and South Providence never, but because I never saw myself as representative of transit riders, I formed opinions based on where preexisting ridership is and where usable rail infrastructure is and not on gut feeling about where service should go. We all have subcultures, but some subcultures think of themselves as more normal than others, and a few think of themselves as not subcultures at all but as representative of everyone.

The Problem with Anchoring

A major idea due to Jarrett Walker, adopted with gusto by Vancouver’s Translink, is that transit should be anchored at both ends. That is, transit lines should have busy destinations at both ends, and should strive to reorient development such that the maximum intensity is near the ends. I was skeptical about this from the start, but now that I live in Vancouver and see the practice every time I go to UBC, I realize it’s much worse.

The Translink document justifying the layout has a figure, Figure 10 on PDF-page 15, showing that if development intensity peaks in the middle, then the bus will be overcrowded in the middle and empty at the ends. In contrast, if development intensity peaks at the ends, then the bus will be crowded but not overcrowded the entire way. Or, as Jarrett says, “If a transit line is operating through an area of uniform density, about 50% of its capacity goes to waste.”

Both in theory and in practice, this argument fails to note that a bus with development at the ends will be overcrowded the entire way, because people will travel longer. If UBC were located around Central Broadway instead of at the very west end of the metro area, people would just have shorter travel time; at no point would there be more westbound a.m. crowding because at no point would there be more westbound passengers traveling at the peak. There would be more eastbound a.m. crowding, but that’s not the Broadway buses’ limiting factor. Of the top four routes for passups, which have far more than the fifth route, three are east-west with strong anchors at both end (UBC at the west, the Expo Line at the east) and one, the third worst, is a C-shaped amalgamation of two north-south routes, with peak development downtown, in the middle of the C.

On a theoretical level, development intensity is a result of high land prices justifying high density, and in an urban area high land prices come from proximity to other urban land. In cities without topographic or political constraints on development, the CBD is always near the center of the metro area, and in coastal cities the CBD is usually near the shore but near the center along the axis parallel to the shore. Major secondary nodes usually arise in areas close to many suburbs, often the richer ones, and there’s travel demand to them from all directions: see for examples La Defense near Paris and Shinjuku and the other secondary CBDs in Tokyo. Some of those nodes happen to be near the shore (UBC, Santa Monica and Long Beach, Coney Island) but most aren’t. Any newly-built anchor will sprout further development around it unless there’s very strong local resistance. To connect all those neighborhoods that lie beyond the secondary CBD, unanchored transit lines are then unavoidable.

We’re left then with anchors that are at geographic edges, such as on shores. Those raise travel distances, because people can only live at one direction from them, so for a given residential density they will have to travel longer on average. They look attractive to transit managers because they also make the buses more uniformly full, but they’re worse for passengers who have to travel longer, often standing the entire way because of overcrowding. They’re not even good for transit agency finance, because urban transit invariably has either flat fare (as is the case within Vancouver proper) or fare that depends on distance fairly weakly. Short trips generate as much or almost as much money for the agency while requiring less effort to run because of lower crowding levels. Trips in which most passengers ride end to end are the least efficient, unless they can overcome this with very high crowding levels all day.

Now, what does help finances as well as the passenger experience is bidirectional demand. Anchors are good at that. However, what’s just as useful in cases of asymmetric peak demand is destinations that are short of the most crowded points. For example, in Manhattan the north-south subways fill as they go southward in the a.m. peak. This means that commercial buildings north of Midtown, generating passenger traffic that either is northbound (hence, reverse-peak) or gets off the train before it gets the most crowded within Midtown, add ridership without requiring running more trains. The MTA’s guidelines explicitly call for matching frequency to demand at the most crowded point of each line based on uniform sets of peak and off-peak crowding guidelines. This favors not outlying anchors, but development sprinkled uniformly along transit lines outside the CBD. The same development in the North Bronx would have low transit mode share (UBC has high transit mode share, but it’s at a geographic edge, and on top of that it has a huge body of students), while on the Upper East Side and Upper West Side it would have high transit mode share. The only outer ends where heavy upzoning is appropriate are those that aren’t really ends, such as Flushing and Jamaica, preexisting secondary centers in their own right to which people take the subway from the west and drive from the east.

De facto, Translink makes cost figures available for each bus route, and we can compare costs per boarded passenger on the east-west routes and on the north-south ones. The east-west routes have an initial advantage because they have bidirectional peak demand, whereas the north-south and C-shaped ones do not, and have few destinations short of the CBD, mainly just on Central Broadway or Commercial Drive. Despite this inherent east-west advantage, cost per rider is not lower on the east-west lines. Of the top ten route numbers, there are five balanced east-west routes: 99, 9, 41, 49, 25; and four north-south or C-shaped ones serving downtown: 20, 16, 8, 3. (The 135 is east-west connecting downtown with SFU, and could be included in either category.) Going in the same order as above, the east-west routes cost $0.61, $1.21, $1.10, $1.31, $1.47 per passenger, while the north-south ones cost $1.02, $1.29, $1.09, $1.06. (The 135 costs $1.32.) The three routes that interline to UBC on 4th Avenue – the 4, 84, and 44 – cost $1.62, $1.30, and $0.78 respectively, averaging to $1.30; the 84 is anchored at the Millennium Line, the 44 is anchored downtown, and the 4 is anchored downtown but also continues farther east.

The 99 is much cheaper to run than the other routes despite its high proportion of end-to-end ridership, but it is also critically crowded and benefits from multiple peaks as it serves both a secondary CBD and a university; it is also express, which among the other routes under discussion is only true of the 44, the 84, and the 135. Among the local routes, the north-south routes are actually a bit cheaper to run than the east-west routes even if we exclude the 4 as a not fully anchored exception. The 20, the 8, and the 3 all have their maximum development intensity at the downtown end with some extra development in their inner areas, near SkyTrain and Broadway, and a lot of medium-intensity development at the tail. This provides suitable short-of-CBD destinations adding passengers at low cost.

For one measure of productivity, we can divide the number of boardings per hour by the average load. The result is the reciprocal of the average number of hours spent by each passenger on the bus; a higher number means each passenger spends less time on the bus, indicating higher turnover, or equivalently more revenue relative to crowding. The 99, 9, 41, 49, and 25 have ratios of 2.79, 3.13, 2.65, 1.93, 2.13; the 20, 16, 8, and 3 have ratios of 3.26, 2.73, 3.57, 3.24. The 20, 8, and 3 again look very good here, helping explain their low operating costs and also their low crowding (they rank 12th, 27th, and 20th respectively in passups but 2nd, 6th, and 7th in weekday ridership). The 49 and 25, both highly anchored routes, do not look as good, and indeed have many passups relative to ridership (they rank 1st and 4th in passups but 8th and 10th in weekday ridership); they have the redeeming feature that they protrude slightly into Burnaby, where zonal fares are higher, but judging by a map of the passups, the 25 seems to get a large majority of its ridership strictly within Vancouver, with Nanaimo Station as the eastern anchor rather than Brentwood.

We can extend this analysis further by looking at New York’s bus operating costs. Cap’n Transit laboriously compiled a spreadsheet of operating cost per New York City Transit bus route. Within Manhattan, the pattern is that east-west routes have much lower operating costs per passenger than north-south routes. The M15, the busiest route in Manhattan with ridership comparable to that of the 99 in Vancouver and with the best finances among the north-south routes, almost breaks even on direct operating costs; most of the major east-east routes are outright profitable counting only direct operating costs. The key difference is that the east-west routes are much shorter, so passengers are paying the same amount of money for less distance. In his own analysis, the Cap’n notes that the express bus with the best finances is also one of the shortest, and that in general the profitable-after-direct-operating-costs buses have many transfer points to the subway, which suggests short trips as well.

Having seen more evidence for the theory that good bus finances require short trips rather than endpoint anchors, we can go back to Vancouver and compare more routes. The busiest north-south route not on the above list, the 2/22, works more like the 16 than like the 20, 8, and 3: not only is the 22 C-shaped rather than terminating downtown, but also it serves corridors that are less busy than Commercial and inner Main, reducing the availability of short trips. The shorter 2, overlying the longer 22, has 3.42 boardings per hour per load, but still costs $1.43 per rider; the 22 has only 2.15 boardings per hour per load and costs $1.61 per rider, and also ranks 3rd citywide in passups versus 11th in weekday ridership. On both the 16 and the 22, the north-south legs (Arbutus and Renfrew for the 16, Macdonald and Clark/Knight for the 22) are streets that aren’t very busy by themselves, but instead act as important cross-streets for Broadway and other east-west streets. Here are Knight, Renfrew, Arbutus, and Macdonald, and here are, by contrast, Commercial, Fraser, and Main, all around the same cross avenue (near but not at 16th).

The same is true of the east-west buses. The 99, 9, and 41 have better finances than the 49 and the 25. They also do better on passups, ranking 2nd, 11th, and 10th versus 1st, 3rd, and 4th in ridership. The 99 has much better finances than all other buses, which can be chalked to its overcrowding, but ultimately comes from continuous intense development all over Broadway making it a prime corridor. 41st has some of this development as well: here is how a strip of it looks close to the cross street I live on. Compare this with 49th and King Edward around the same cross street. This is not cherry-picked: 49th and King Edward just aren’t commercial streets, and even where they act as important cross streets such as at Cambie there’s not much development there. Of course 4th does have this commercial development and is almost as expensive as 49th and King Edward, but its commercial development is discontinuous, and the relatively intense section between Granville and Balsam is short enough that people can walk it.

So what this means for transit-friendly development is that it should not worry about anchoring, but instead try to encourage short trips on local transit. In his original post about Vancouver’s anchoring, Jarrett says of Marine Drive, at the southern edge of Vancouver proper, “From a transit efficiency standpoint, it would be a good place for some towers.” This is not good transit: from the perspective of both costs and ridership any residential development south of Broadway in which people take the bus downtown is equivalent, so might as well put it immediately south of Broadway or at King Edward, 41st, or 49th to connect with the east-west bus routes and let people live closer to work. Commercial development, too, is best placed short of downtown, because if it’s on Marine Drive people will drive to it whereas if it’s along the blocks immediately south of Broadway many won’t.

Better would be to do what Vancouver hasn’t done, and encourage medium-intensity development all over the major corridors, of the kind that exists on Commercial, Fraser, Main, and 41st and allows their respective bus routes to serve productive short trips, generating low costs without excessive crowding. Towers on Marine Drive, to the extent that their inhabitants would even use transit instead of driving, would clog all the north-south buses. Mixed-use medium-rise development running continuously along Arbutus (which already has an abandoned rail corridor that could make a relief light rail line if the Canada Line gets too crowded) and the major east-west corridors would have the opposite effect, encouraging local trips that wouldn’t even show up at the most crowded point of the line. I’ve argued before that this urban layout is good for walkability, but it appears to also be good for surface transit productivity.

This is also relevant to upzoning around SkyTrain stations. There has not been so far any upzoning around Cambie, even though the Canada Line has been in operation for 3.5 years and was approved for construction over 8 years ago, but there will be some very soon. Vancouver’s draft plan, as shown on PDF-pages 26-27, permits 4 floors of residential development on the cross streets with the stations, 6 on Cambie itself, and between 6 and 12 with mixed use near the stations themselves. Continuous commercial development will be permitted only on Cambie between 41st and 49th. This will be of some use to the east-west buses because there will be more destinations at Cambie, but it will not create the same variety of small destinations available on Main, Fraser, 41st, Commercial, and Broadway, not without further upzoning near intersections that are nowhere near SkyTrain. It’s better than the towers of the Burnaby stations, but it’s still not very good. There is commercial upzoning near Marine Drive, but that can’t be very transit-oriented given the location, and it can’t do much for north-south bus productivity since in the nearby neighborhoods car ownership is high.

It’s too late to change the rezoning plan to permit more linear commercial development on the cross streets, but it’s possible to do better when Vancouver gets around to building Broadway SkyTrain. On Broadway itself, general intensification, allowing more residential density and replacing residential-only zoning with mixed-use zoning, should suffice. There is continuous commercial development from east of Cambie to west of Arbutus, with a two-block gap to Macdonald, and a one-block gap between Macdonald and Alma; both gaps are within a few hundred meters of the cross streets and can be closed easily. The Alma-Sasamat gap on 10th is probably too hard, though. The Arbutus-Macdonald gap on 4th can also be closed, though those blocks are nearly a kilometer from where the stations would be. But it’s as important to allow commercial zoning extending as far south as possible on the major north-south streets, especially Arbutus. Continuous mixed-use zoning should extend at least as far as 16th, and maximum residential density should be at a minimum 4 floors and ideally 6, as Arbutus, Macdonald, and 16th are very wide and the intersections feel out of scale to the current 1-story development.

Of course, this principle of design is true only of urban transit, both surface and rapid. Once the stop spacing increases to regional rail levels, it is no longer feasible to have continuous commercial development, and usually the street networks of the different suburbs are separate anyway without continuous arterials. In all cases it’s important to allow commercial zoning around stations, but the spiky development characteristic of the Expo and Millennium Lines becomes a better idea the longer the stop spacing is. Endpoint anchoring also becomes more justifiable at near-intercity scales, such as New York-New Haven or Boston-Providence: the fares are closer to proportional to distance, and also neither New Haven nor Providence is sprouting suburbs at such scale and distance that it’s justifiable to extend Metro-North or the MBTA with their usual stop spacing past those cities. But at the scale of urban transit, or even inner regional rail, the natural endpoint of a line is not a secondary anchor, and transit agencies should control peak-to-base ratios by commercial upzoning along corridors and near many stations outside the CBD rather than by making people ride transit kilometers longer than would be necessary if the zoning were different.

Transit and Place

There is a large class of transit supporters who think that every right-of-way that can be used for transit should be preserved for this purpose, even if it is not very useful. A few overzealous railfans on the message boards opposed the opening of the High Line park and wanted the viaducts to be used for an extension of the 7 train. This is extreme and nowadays the transit activists I know support the High Line while opposing schemes to recreate it in an inferior context. But even serious bloggers like Cap’n Transit, Ben Kabak, and John Morris are opposing plans to create a Low Line out of the abandoned trolley terminal at the Essex/Delancey subway stop, on the grounds that it could be useful for transit one day.

Now, it’s possible that the Low Line idea is bad because people would not want to go to an underground park. But it’s not a problem for transit; the Williamsburg Bridge doesn’t need trolleys since it has a subway running on (and because the bridge is high there is no way a bus could cross it without passing within two blocks of Marcy, the subway stop at the Brooklyn end of the bridge). The lines running on it are in fact underused: as can be seen on PDF-pages 65-73 of the latest Hub Bound Travel Data report, peak-hour traffic on the J/M/Z entering the Manhattan core was one of the lower in the system as of 2010 – higher than the bottom two track pairs (8th Avenue local and Montague) but in a near-tie for third lowest with several others. So there’s not much use for the trolley terminal as a modern Williamsburg Bridge bus (or trolley) terminal.

But what is more important than just the Low Line is place. To succeed, transit needs not only to exist, which it already does in the area in question, but also to have places to connect to. If for some reason the trolley terminal would need to be demolished to build room for foundations for several skyscrapers, it would be an unambiguous win for transit, since it would create more destinations for people to take the existing J/M/Z and F trains to. The surrounding neighborhood might disagree regarding the implications for urbanism, though I’d argue that Midtown-like skyscrapers would be better-integrated into the streetscape than the projects east and south of the station. If the Low Line succeeds as a park, it will be similar: not in the sense of providing jobs for tens of thousands of people, but in the sense of creating a place for people to go to. (In fact, a park has less peaky demand than offices, so it could be better for subway finances even at relatively low levels of usage.)

Last year, I brought up the question of the infrastructure’s highest value mainly as a way of deciding which kind of service (regional, intercity, etc.) should get first priority on any given rail line, but the same is true about transit versus place. In an area with enough transit and not enough place, it’s more important to create more development, for both good urbanism and more successful transit.

This does not mean every proposal to turn a rail right-of-way into a park is good. Despite my skepticism that the Rockaway Cutoff can be a successful rail line, I’m even more skeptical about its value as a park; it’s not in an area that can ever draw many people, since the density (of both residences and jobs) is not high by New York standards and it is far from other destinations that could draw people from outside the nearby neighborhoods. However, in areas that are lacking in good parks, or could use new development, it is better to concentrate on creating place.

For examples of this elsewhere, consider the railyards in Long Island City, Hoboken, and Sunnyside. Two of my earliest posts proposed to build a regional rail station in Sunnyside and then develop the area around it with air rights over the railyard; this is what should be done in an area that needs both transit and place. But in Hoboken and Long Island City, there’s ample transit, and the only use of the railyards is to park trains that can’t do to Manhattan because of lack of electrification or lack of capacity in the approach tunnels. Since parking trains is an inefficient use of space, and both areas have good connections to Manhattan by subway or PATH, there should be plans to remove the railyards and redevelop them to create more place, leaving just enough rail infrastructure to run through-trains, to be parked in lower-value areas. This development can be either parkland or buildings, depending on what is in demand in the area. Based purely on Google Earth tourism, I believe Hoboken does not need additional parks and so development there should be just a new secondary CBD on top of the PATH station, while Sunnyside and Long Island do, and so development there should include parks as well as high-density office and residential construction.

Instead of worrying about turning unused and for the most part unusable transit infrastructure into place, good transit activists should focus on preserving infrastructure that could potentially be used. In the New York area, probably the most useful piece of infrastructure that isn’t currently used is the Bergen Arches, allowing the Erie lines to enter Jersey City at Pavonia/Newport, a more central location than Hoboken; this is one of four options for a location for a new regional rail tunnel from New Jersey to Lower Manhattan, and is arguably the best option for an integrated regional rail network.

In the 1990s there were plans to reuse the Bergen Arches for a roadway, since modified to include both a road option and a rail option, and in 2011 the Christie administration allocated some money to further studies; an analysis from 2004 scored various road and transit options, not including a regional rail network, and gave the highest score to a roadway with a single high-occupancy vehicle and bus lane per direction. (A trail got the second lowest score, after no-build.) Since Jersey City (and the entire region) needs more transit from the north and west, while further formation of place will and should cluster around the waterfront, it’s important to fight any plan to give the Bergen Arches to a non-railroad use unless and until a regional rail plan is formulated that places the New Jersy-Lower Manhattan tunnel at another location.

In contrast, the Low Line should not be a priority. On the contrary, if the park plan is even partially sound, or the place could be reused as another place if the park idea fails, then good transit advocates should support the idea, since it’d be good urbanism. With a few exceptions, good transit requires good urbanism and vice versa.

How Residential Blocks Act As Barriers

Two weeks ago, I found a board game store in Vancouver, and through it a variety of gaming events. The store is located about five blocks from my apartment, and I first saw it from a bus nearly two months after moving to Vancouver. It’s in the same neighborhood; to get from my apartment to the store requires walking on ordinary city streets with sufficient sidewalks and room to cross. However, those streets are residential, and so I have no reason to walk in that direction. It creates a split in what is formally the same neighborhood.

In my section of Vancouver, the two major throughfares are 4th Avenue and Broadway (9th). There is some retail elsewhere (e.g. on Cornwall, which is -1st, and even more so on Granville Island), but it’s not the continuous commercial development on the two major avenues. Even if it’s as big as Granville Island, it requires me to go specifically to it, whereas on 4th I can go until I see something I am interested in. Before I had wi-fi installed in my apartment, which is on 1st but which I got to by taking a 4th Avenue bus, I walked on 4th until I saw a cafe with free wi-fi and sat there.

This continuous retail ends roughly at the cross street I live on. It extends far east: on Broadway it’s to and beyond Cambie, but to the west it ends just west of Arbutus; on 4th, it extends east to about the Granville Bridge. As I said in my first post about Vancouver, the development on Broadway is fairly spiky, with peaks around Cambie, Granville, and Arbutus, but there’s also a base of 1- to 2-story retail. On 4th, the development is just continuous 1- to 2-story retail. The next major street west of Arbutus, Macdonald, has retail clusters at both Broadway and 4th, but on both avenues there’s a two-block residential gap between the Arbutus side and the Macdonald side. Living on the Arbutus side, I learned early that if I walk east there are cafes, stores, and restaurants immediately, and if I walk west there aren’t. The result is that even though in principle Macdonald is in my neighborhood whereas anything more than three blocks east of Arbutus isn’t, I go this far east of Arbutus much more than I go to Macdonald.

The main advantage of grid street networks over the gridless network of e.g. Providence is that they can provide continuous development, making it easy for people to spontaneously walk in all directions. In Providence spontaneity was provided only by the fact that I knew where the various retail clusters on the East Side were; in reality I would almost always go to Thayer rather than Wickenden or Wayland Square. In gridded cities neighborhoods are less formally defined around one center, but instead evolve more organically, since the center can shift over time and the street network doesn’t distinguish it from the boundary with the next neighborhood over.

On a broader level, this spontaneity is a good way to promote more access. If I can walk to interesting retail in more directions, there’s a higher chance I’ll find something that suits my interests, just as the gaming store does. It provides the same benefits as an increase in density or in travel speed, in this case specialization of retail.