The superusers of Facebook

A new study in the works examines the users who drive activity on Facebook:

Photo by Brett Jordan on Pexels.com

For more than a year, we’ve been analyzing a massive new data set that we designed to study public behavior on the 500 U.S. Facebook pages that get the most engagement from users. Our research, part of which will be submitted for peer review later this year, aims to better understand the people who spread hate and misinformation on Facebook. We hoped to learn how they use the platform and, crucially, how Facebook responds. Based on prior reporting, we expected it would be ugly. What we found was much worse.

The most alarming aspect of our findings is that people like John, Michelle, and Calvin aren’t merely fringe trolls, or a distraction from what really matters on the platform. They are part of an elite, previously unreported class of users that produce more likes, shares, reactions, comments, and posts than 99 percent of Facebook users in America.

They’re superusers. And because Facebook’s algorithm rewards engagement, these superusers have enormous influence over which posts are seen first in other users’ feeds, and which are never seen at all. Even more shocking is just how nasty most of these hyper-influential users are. The most abusive people on Facebook, it turns out, are given the most power to shape what Facebook is.

This connects to a point I have been considering for a while now: the social media activity we tend to see or hear about is often not representative of society as a whole. It depends who is on different platforms, who uses it regularly or are power users, how algorithms work to highlight particular content, and how it is all experienced by users. A social media trend may not reveal much about broader patterns even as particular conversations, sites, and pockets of activity could reveal much about smaller groups or sections.

More broadly, Facebook says it has the goal of connecting people. How do superusers fit into this? Abusive users might be able to connect people, albeit in specific ways that may not be what people generally hope for when they think of connecting. Is the goal to connect people by boosting “average” engagement rather than the users who post the most? On the flip side, how many users do not engage at all and what might effectively move them into engaging regularly?

Complicated urban repairs: 20 years to repair 11 blocks of Park Ave above and below ground

Manhattan is dense, above ground and below ground. Hence, the city is planning for a 20 year project to to a portion of Park Avenue:

Photo by Vlad Cheu021ban on Pexels.com

The good news is the city finally has plans to restore 11 blocks of Park Avenue north of Grand Central to a semblance of its former glory, Bloomberg reports, expanding the median from a useless 20 feet to a potentially-rejuvenating 48 feet. That redesigned street could include bike paths, walking paths, and generally more space for things other than cars or pretty things for people in cars to look at as they drive by.

The bad news is many if not most of the people currently living and working in New York will not be around to enjoy it once it’s done. It will take 20 years to redesign these 11 blocks, according to the city’s Department of Transportation. Yes, you read that right. The project to redesign 11 blocks of a Manhattan street will not be completed until 2042.

But there is no mistake, according to both DOT and Kaye Dyja, Powers’s spokesperson. As Dyja explained, “The reason the construction is going to take a long time is because they’re improving the underground railroads leading to Grand Central, as well as redoing the ‘train sheds.’ This entails that they’re digging up the ground, so the construction will have to take place in stages which will end up taking many years to complete.”

The project Dyja is referring to is a massive $2 billion renovation of the Metro North infrastructure underneath Park Avenue from Grand Central to 57th Street. Park Avenue is a bridge over those tracks, and like many of the U.S.’s bridges, this one is falling apart, too. The project will involve ripping up sidewalks and the median of Park Avenue a couple blocks at a time, going section by section, down the stretch of Park Avenue. It is expected to cause more or less permanent disruption to the Midtown East area, to varying degrees, over the next two decades. 

As a kid, I remember reading books with cross-sections of underground Manhattan. Seeing all of that infrastructure needed for modern urban life – pilings for skyscrapers, subways, water pipes and sewers, etc. – was fascinating.

The flip side of that is the work it takes to make significant changes to such a system. It takes time (and money) to work around what is there and complete the work.

The time is one factor but I wonder about how the budgets will work over a 20 year period. Large American infrastructure projects can have a tendency to stretch in terms of time and budget as the work is underway.

I would love to say I will check in on this in twenty years but that is a long commitment…

Large disparities in risk of death across American transportation modes

Here is the risk of dying in a vehicle compared to other modes of transportation:

Photo by Laura James on Pexels.com

Northwestern University economics professor Ian Savage examined American crash data over a decade, concluding that 7.3 people died in a car or truck for every billion passenger miles, 30 times the risk on urban rail and 66 times the risk aboard a bus. (If you’re wondering, motorcycles are by far the riskiest vehicles of all, while airplane travel is the safest.)

Even with these numbers, there are multiple reasons why many continue to prefer to drive:

Studies show that people typically feel safer in vehicles they control compared to those they cannot (i.e., a car compared to a bus or train). Worse, the rare transit crash is often a top media story, while daily car collisions barely register. “It’s baked into how we talk about crashes,” says Millar, of Washington State. “We had an Amtrak train crash here, three people died, and it was international news. That same week 10 people died on highways in this state—and it was the same the week before that, and the week before that.”

According to psychology’s “availability heuristic,” the intense attention paid to exceedingly rare plane or train crashes can lead us to unconsciously exaggerate their frequency, while the media’s shrug at car crashes causes us to discount the dangers of driving. One extreme example: A study found that the shift away from flying toward driving in the aftermath of 9/11 led to over 2,000 additional traffic deaths in the United States.

Lots of interesting factors to consider here. Do the perceived advantages of driving block out any consideration of the risk? Even if people had these numbers at their fingertips, would they consider risks or numbers?

I have argued before that the preference for driving is strong. If people in the United States have the resources and opportunity, they will pick driving over mass transit. Of course, the system is set up to make this choice for driving easier with an emphasis on roads and linking important cultural values and driving (such as individualism, taking road trips, suburban life, etc.).

This may be a prime case where making an argument from the numbers simply will not get far given the cultural narratives and social systems already in place. Perhaps the numbers could be paired with a compelling story or narrative? Even then, it could take a long time to convince Americans that because driving is more dangerous than other options they need to switch to other modes of transportation.

Deaths and COVID-19 by groups, communities in Cook County

COVID-19 is big in its effects but I am surprised we have not seen more coverage all over the place about who specifically is affected more within regions and big cities. WBEZ looks at recent data in Cook County, Illinois:

Photo by Griffin Wooldridge on Pexels.com

In the earliest weeks of the pandemic, Chicago’s Black residents were dying of COVID-19 at alarming rates. More recently, in the few weeks since the arrival of the omicron variant, Black Chicagoans are again dying at much higher rates than their Asian, Latino and white counterparts, shows a WBEZ analysis of data on COVID-19 related deaths from the Cook County Medical Examiner’s Office.

Since Dec. 7, 2021, the date when the state’s first omicron case was found in Chicago, the city’s Black residents are dying at rates four times higher than Asians, three times higher than Latinos and nearly two times higher than white residents, according to WBEZ’s analysis. A total of 97 Black Chicagoans died of COVID-19 during the seven-day period ending Jan. 9, 2022 — more than at any point since May 11, 2020.

Black Chicagoans aren’t the only demographic that has been particularly vulnerable since the arrival of omicron. Older suburban Cook County residents have also seen their seven-day COVID-19 death totals reach levels not witnessed in more than a year. According to WBEZ’s analysis, a total of 181 suburban Cook County residents 60 years and older died from COVID-19 during the week ending Jan. 9, 2022. That’s the highest seven-day total for that group since Dec. 24, 2020…

While several communities on Chicago’s South and West sides have been hit hard by COVID-19, the pandemic’s death toll has also weighed heavily in various parts of suburban Cook County. WBEZ’s analysis finds some of the county’s highest COVID-19 death rates in parts of northwest suburban Niles, Norridge and Lincolnwood, southwest suburban Palos Heights, Chicago Ridge, Oak Lawn and Bridgeview; and south suburban Hazel Crest, Markham, Harvey, Robbins and Country Club Hills.

I am sure there are already and will continue to be many academic studies that examine these differences. Even as COVID-19 has impacted many, the impacts of COVID-19 are not distributed evenly. It arrived at a time of inequality, including in health outcomes and experiences, and it exacerbated issues.

At least in the Chicago area, data on this topic is available online. For example, I have tried to keep track of the disparate effects of COVID-19 in DuPage County where there are significant differences across racial and ethnic groups, age groups, and communities (earlier post here).

Familiar story: suburb that looks like paradise but is not, The Villages edition

The Florida community The Villages has roughly 80,000 residents living northeast of Orlando. Is it paradise or a sinister place?

Photo by Sebastian Voortman on Pexels.com

For the residents, it’s one of the most successful experiments ever undertaken in creating a community from scratch…

But critics say there’s something not quite right about The Villages, a sprawling suburb an hour’s drive north of Orlando in Florida…

She likened The Villages to Jim Carrey film The Truman Show about a flawless but ultimately fake town.

The filmmaker has now produced a documentary about the world of The Villages called The Bubble which has its Australian premiere at this month’s Sydney Antenna documentary film festival

Days for its residents are crammed with exhausting rounds of golf, cardio drumming, belly dancing and cheerleading lessons, even synchronised golf cart displays. And day drinking – lots and lots of day drinking…

The company that runs The Villages were none too keen on Ms Blankenbyl and her film crew’s presence.

On one hand, this is a familiar suburban story told for decades: the suburbs present themselves as the place for happy and successful family life. They aim to be green, quiet, and friendly. But, are they really? When a crime is committed, this might be a crack in the facade. Or, family life is not what it seems. Or, the community is built on the basis of exclusion and who is not welcome and/or present. There are plenty of real-life examples of this plus numerous films, novels, and stories that explore these themes.

On the other hand, The Villages appears to have some unique features that might set it apart from typical suburban experiences. It is a 55+ community which changes the entire social structure. The American suburbs broadly are built around protecting children and providing them room to thrive and succeed. It is in Florida so there is warmth and sun in levels that many suburbs cannot match. It is relatively new with a limited history and set of traditions and practices plus a particular architectural and natural approach that still looks new.

Is it a bubble? Many middle to upper-class suburbs might be accused of this. Is it different than many suburbs? Just by its population composition, yes. I look forward to seeing this documentary and thinking about it more.

California, other places moving forward with bans or restrictions on gas-powered leaf blowers

More communities across the United States are banning or restricting gas-powered leaf blowers:

Photo by Pixabay on Pexels.com

But addressing the noise pollution they cause wasn’t the main reason behind the legislation. Small off-road engines, or SOREs, are a significant source of greenhouse gas emissions, causing spikes in asthma in workers who operate them.

“Today, operating the best-selling commercial lawn mower for one hour emits as much smog-forming pollution as driving the best-selling 2017 passenger car, a Toyota Camry, about 300 miles — approximately the distance from Los Angeles to Las Vegas,” the California Air Resources Board said in a recent fact sheet. “For the best-selling commercial leaf blower, one hour of operation emits smog-forming pollution comparable to driving a 2017 Toyota Camry about 1,100 miles, or approximately the distance from Los Angeles to Denver.”…

Hundreds of cities and towns in the U.S., including Washington, D.C.; Burlington, Vt.; Houston; Palm Beach, Fla.; Aspen, Colo.; and Highland Park, Ill., have enacted restrictions on the use of leaf blowers. Among those restrictions: forbidding gas-powered units, imposing decibel limits and limiting what days one can use them…

On Wednesday, the Boston City Council agreed to consider a resolution that would outlaw gas-powered SOREs. Kenzie Block, a city councilor representing the Fenway, Mission Hill, Back Bay, Bay Village and Beacon Hill neighborhoods, said the main impetus for the ban was health-related.

Noise, health, pollution, and gas use and I could see why this shift toward equipment with other power sources would appeal to many places.

Where is the power equipment lobby with a response? As noted elsewhere in the article, gas-powered equipment could provide power and other opportunities. Or, do companies who manufacture equipment still see enough of a market in other communities and/or are excited to sell lots of people new equipment that they would not otherwise have to buy?

The ripple effects of this on American lawns are interesting to consider. Would battery or electricity powered equipment encourage people to tend to their yards more or not?

“Gloom” and suburban women ahead of 2022 elections

Focus groups convened by a set of Democratic groups suggests suburban women are not feeling good about what is happening in Washington, D.C.:

Photo by Alex Hussein on Pexels.com

Earlier this week, 10 women from across the country met on Zoom and talked for two hours as part of a focus group on politics. All of the women were white, lived in the suburbs and had been identified as swing voters. One was a mother from Iowa who owns a small business. Another teaches special education in Florida. And there was a school bus driver from Pennsylvania….

Democrats need support from suburban women if they want to keep their House and Senate majorities in November. The women in the focus group didn’t necessarily dislike Biden. They supported the infrastructure law and opposed measures that restrict voting access. They applauded Biden for his hot-mic moment — the one when he muttered a disparaging remark about a Fox News reporter. They disliked Trump, and they were disgusted with those who attacked the Capitol on Jan. 6.

Despite all of that, they weren’t eager to vote for Democrats in the midterm elections in November…

“It’s absolutely essential that by Election Day, these suburban women are looking at Washington and seeing it as a place that can get things done,” said Meredith Kelly, a Democratic strategist.

There is a lot of time until November elections but the pattern is clear for the national political parties: appeal to suburban voters, particularly those who have voted for Republicans and Democrats in their past and need some motivation to go one way or another.

My sense is that historically Joe Biden has been a politician who has successfully made this appeal. Throughout his career, Biden has talked about the middle-class and providing opportunities for people to provide for themselves and their families.

But, Biden is now operating in a particular context. Suburban politics have some new wrinkles – school board elections, mask mandates – and some long-standing concerns: protect property values and a way of life, ensure success for children, enable local government to serve and adjust to local conditions.

Perhaps neither party has to have a wave of suburban voters in their favor but rather (1) get the right suburban voters in the closest races that matter the most for the Senate and House and/or (2) drive up voter turnout for their side. As I live in a district that is somewhat mixed politically, I will be watching how appeals are made and how they work.

The presence of mobile homes in the Chicago area

Remembering a small mobile home community not too far from the suburban home in which I grew up, I was interested to see numbers on how many mobile homes are in the Chicago region and read about the experiences of people living in mobile homes:

Yes, we do! It turns out hundreds of families live in Chicago’s only trailer park, Harbor Point Estates, which is in the far southeast corner of the city. It sits along the shores of Wolf Lake in the Hegewisch neighborhood, just off 134th Street. The community is so close to Indiana you can fly a kite there, a property manager says.

And beyond the city’s borders, there’s another 18,000 mobile homes in the seven-county metro area, according to estimates by regional planners. Mobile home communities are squeezed between expressways and plopped down in exurban cornfields, from the North Shore to Peotone…

Curious City got a question about trailer parks from a listener interested in affordable homeownership. “What is life like in Chicagoland trailer parks?” the listener wanted to know.

So we visited manufactured housing communities in Chicago, Blue Island and Des Plaines to ask residents that question. And we met people with a whole range of experiences. We found some who had moved to the trailer park as a way to make ends meet. We found families looking for peace and safety and a quiet place to raise their kids. We found residents who liked the trailer park because they could live near extended family — adult siblings, cousins — and others who’d adopted neighbors as extended family. We found people living in their familiar mobile home deep into old age. We found folks looking for a foothold to the American Dream.

Many suburban communities and urban neighborhoods would not want or approve mobile homes. As communities tend to prefer development (if they prefer any new development) that matches or exceeds the prices and styles of existing residences, mobile homes can be hard to find in metropolitan regions.

This also reminds me of sociologist Matthew Desmond’s findings about urban mobile home communities in Evicted. Such communities do exist, their landlords can and do make money, and residents in mobile home communities can face a number of issues.

Yet, because of their cost, they can be a housing option for many. Looking to address affordable housing in the Chicago region? Mobile homes could be part of a comprehensive answer.

(Bonus: the title of my published study on religious zoning in Chicago suburban contexts refers to someone saying that would prefer mobile homes nearby rather than a possible Islamic Center.)

Explaining why there is not a flood of McMansion construction

Houses are in short supply, housing prices are up, there is money to be made. Why are more McMansions not under construction?

Photo by Michael Tuszynski on Pexels.com

With houses selling for so much, you’d think there would be a big incentive for developers to throw up new units, which they can do quite quickly. I still remember driving around New Jersey during the McMansion boom and being amazed at how quickly houses went up. Why aren’t the developers rushing in now?

In correspondence, my old M.I.T. classmate and economist Charles Steindel pointed me to the likely answer: It’s the supply chain, stupid.

This makes sense given current conditions: an increased cost in materials plus difficulty acquiring materials might translate into fewer profits in building McMansions.

I do wonder if there are additional factors at work. A few quick ideas:

  1. McMansions have an established reputation. There are still plenty of people who will buy one but there is also a clear connotation about the home when this specific term is used. Hence, “luxury homes” instead.
  2. How much land is available and how many communities would welcome them? It is one thing to have teardown McMansions in desirable communities and neighborhoods and another to build McMansions on the sprawling edges of suburbia.
  3. There is more money to be made in even larger houses. Why build McMansions when there are enough customers for even larger and/or more opulent homes? Perhaps the money in McMansions comes at a sizable building scale while the per lot/house profits on even more expensive homes is preferred.

McMansions are not going away as they are an established part of the American housing stock. But, it will be worth watching how many new ones are constructed, where, and by whom.

The suburbs as the test market for delivering prescription medicine via drone

As firms test delivery via drone, one suburb in North Caroline will soon experience how using drones to deliver prescription medicine could work:

Photo by Darrel Und on Pexels.com

Zipline, a leading drone operator, will begin delivering prescription medicines to patients’ homes in a suburb of Charlotte, North Carolina, this year, helping usher in the long-anticipated era of routine drone drops.

Why it matters: Battery-operated drones could satisfy our demand for “instant delivery” in less than 15 minutes, while easing traffic congestion, improving safety and helping the environment…

The trial, which awaits the FAA’s nod, will take place in and around Kannapolis, North Carolina, where Zipline has a distribution center serving nearby hospitals…

A big milestone will occur in a few months when Wing begins drone deliveries in Dallas, its first major metropolitan service area, starting with Walgreens.

Even as this article makes clear that this is already happening in other places, the suburban potential is intriguing for several reasons:

  1. If drones can deliver a lot of goods in suburbia, could this help unlock the hold of driving on suburbia or does it enable people to live even further apart?
  2. How do drones fit in a suburban landscape devoted to private property and proximity to nature? Drones could theoretically be quieter and less obvious than other options yet this could be considered intrusive in a new use of local airspace. Could some local governments ban their use?
  3. I wonder this about delivery possibilities now: how close do distribution centers or drone centers need to be to residential neighborhoods to enable same-day or quicker delivery? Residents like the idea of quicker delivery but having warehouses and distribution centers closer to homes has some limits.

It sounds like these drone deliveries are going to happen and they have the potential to impact suburban life in small – and maybe larger? – ways.