We can quibble about the “live” portion of Austin’s moniker, but when it comes to the concentration of musicians, agents, and related industry jobs, there is no debating it: Nashville is the music capital of the U.S.
According to new data from the Bureau of Labor Statistics (BLS), approximately 1,800 musicians and singers, or about one out of twenty in the U.S., were employed in the Nashville metro area in 2019, ranking third nationally. More musicians and singers were employed in New York (6,700) and Los Angeles (3,500), as you might expect given the size of those markets. But the greatest concentration, relative to how many musicians and singers are employed nationally, is found in the Music City. Musicians and singers are six times more concentrated in Nashville compared to the U.S., a location quotient of 6.34, for the economists. It’s less than half that in New York and Los Angeles.
The BLS data compiled from payroll records includes full-time and part-time workers. Self-employed musicians and singers might increase the total in Nashville by thirty percent or more.
Here’s the same table for agents and business managers, although BLS does not release full data for Los Angeles, presumably the top market, for what must be a confidentiality issue (i.e. if one company accounts for too large a share of all employees in the occupation).
Complete list of occupations for Nashville is linked here. Austin is linked here.
While we wait for news on a financial assistance deal for the airlines I decided to model what the latest estimate from IATA Economics and others–a roughly 20% revenue decline for the year–would look like for states and metros with significant concentrations of jobs and economic activity in the airline industry. As you might guess, it’s not pretty.
The Scheduled Passenger Air Transportation industry (just passengers, no freight, for this exercise) contributes $124 billion to U.S. GDP and employs nearly 450,000 workers, according to Emsi, a labor market analytics firm. Average earnings per worker ($113,000) are very high, which means these jobs are critical drivers of other jobs in the labor market (i.e. a large multiplier effect). That’s great for the purpose of economic development in good times but can be catastrophic when that industry hits a down cycle. Current times certainly qualify.
Using Emsi’s model of the national economy, an estimated 20% decline in sales would result in losses of about 96,000 jobs and $10.7 billion in earnings in the Scheduled Passenger Air Transportation industry. Total losses to the U.S. economy would be nearly 928,000 jobs, $58 billion in earnings, and $12 billion in federal, state, and local tax revenue.
Here’s how the estimated 20% sales decrease could impact states with significantly larger concentrations of jobs in the industry compared to the U.S. economy as a whole:
Approximately two-thirds of job losses in the industry would happen in those fourteen states.
Metropolitan areas with major hubs, such as Atlanta or Chicago, would absorb most of those employment and earnings losses, of course, and the impacts would be dramatic. Projected employment declines in the New York, Chicago, Dallas, and Atlanta metropolitan areas would top 30,000, each. State and local tax revenue decreases would range from about $257 million in the Atlanta metro area to $479 million in New York. Places like Miami, Denver, Seattle, Minneapolis, and Charlotte would also be hit hard.
There are apparently several scenarios being discussed right now in terms of a rescue strategy for the airlines, and I’m sure the industry experts will continue to adjust their forecasts as new information is available. I’ll update this post as I see new estimates released. Also, please get in touch if you would like results (or other scenarios) for states or metropolitan areas I did not mention here.
This is going to be a moving target, but we are starting to get an idea of how to quantify some of the impacts of the coronavirus on Nashville’s restaurant industry. Preliminary estimates show that Davidson County’s restaurant industry could lose more than 9,000 jobs and $245 million in earnings resulting from the coronavirus shutdown. The total economic impact could reach 12,000 jobs and $420 million in earnings across the Nashville economy, if a recent industry forecast proves accurate.
The National Restaurant Association sent a letter to President Trump and members of Congress on March 18 estimating that a three-month closure of restaurants due to the coronavirus could result in a twenty-five percent decrease in industry sales and a total economic impact of $675 billion, including up to seven million jobs lost.
Restaurants contribute about $1.5 billion and nearly 36,000 jobs to the Nashville economy, according to Emsi, a labor market analytics firm. Let’s assume the economists at the National Restaurant Association are on target and we can apply their national forecast to the local industry in Nashville with a reasonable degree of accuracy. Based on my analysis using Emsi’s data, here’s what a 25% decrease in sales at restaurants in Davidson County would look like:
$732 million decrease in sales
$245 million decrease in earnings
9,100 jobs lost
Total impacts on the local economy:
$420 million decrease in earnings
$62 million decrease in state and local taxes
12,000 jobs lost
I don’t think the National Restaurant Association’s analysis includes bars. A similar decrease of 25% would result in losses at local bars of about $40 million in sales, 700 jobs, and $22 million in earnings. The total impact of restaurant and bar closures on the Davidson County economy would be about 12,900 jobs, $451 million in earnings, and more than $64 million in state and local taxes.
Approximately five percent of workers in the United States take public transportation to work. In Austin it’s about three percent. In Nashville it’s less than two percent. Transit advocates are quick to point out that more people would use transit if the service was better–more frequent service, more sheltered stops, more efficient routes–and the research mostly backs that up. If you build it, they will come. The challenge, of course, is first you have to convince people to pay for building it.
In 2018, voters in Nashville opposed a $5.4 billion (or $9 billion with operating costs) transit plan by a margin of nearly 2-to-1. City officials in Austin are gearing up for another transit vote this November, with a price tag that is likely to exceed $10 billion, after a much smaller transit proposal–accompanied by millions in proposed road improvements of course, being Texas and all–failed in 2014 with only 43% of the vote.
So, what happened in Nashville? I covered a postmortem published by TransitCenter back in January, but, still, nobody from the core strategy team (or the opposition for that matter) with access to the polling data has really come forward yet with an earnest accounting for a nearly 2-to-1 margin. Many people have settled for some mild-mannered finger pointing at the Chamber, campaign, and former mayor. Most of what I’ve heard there is off-base, conjecture, or beside the point. Cooper’s team just wrapped up a series of public listening sessions to get input on the community’s transportation priorities. If there was ever a time for the serious people involved in the 2018 effort to come forward to help us understand everything we can about that experience, it’s now. I’m sure the folks in Austin would appreciate it too.
We can start to get a handle on a few things using Metro’s household survey. Some of it is surprising, given what we heard from supporters and detractors in 2017-2018; none of it inspires much confidence in future “go big” transit strategies in Nashville with massive price tags. That is, until we get comfortable with the idea of publicly discussing what we assumed to be true, why, and where we were right or wrong. Data will add considerable weight to that conversation.
Here’s what we know from the survey:
Transit is a top-five priority for Nashville residents. When asked to rank sixteen categories of city services, twelve percent of residents select public transportation as the top priority.
The other way to look at this is only twelve percent of residents think transit is the top priority, and asking people to raise taxes to cover an investment of $5.4 billion for #5 on that list is asking quite a lot. But no other service listed in the survey reaches even three percent after public transportation in first-priority votes.
The resident survey sample is now large enough to do some crosstabs, including race/ethnicity (white, black), household income (< $60,000, $100,000 or more), age (18-34, 35-54, 55 or older), location (USD or GSD), homeowners or renters, gender, and educational attainment (postsecondary degree or no postsecondary degree). We can also do breakouts looking at people who have taken the bus in the last year, commuted to work by bus (or by walking or biking), or have strong feelings about their access to transit or the quality of the system.
You can probably guess where this is going.
Public transportation fares a bit better as a first-priority service among white residents, higher income ($100,000+) households, young people (18-34), postsecondary degree holders, active transport commuters, and relatively new residents to the county. But the difference is slight, only by a few points and likely within the survey’s margin of error. It moves up to twenty percent or more in first-priority votes for people who are dissatisfied or very dissatisfied with their access to transit or the overall quality of the existing system, but still trails education.
Further, people who actually ride the bus rank it no higher in priority compared to everybody else. In fact, affordable housing and public education each get twice as many first-priority votes as transit does from people who actually ride the bus.
And then there’s this:
I don’t think that chart needs much in the way of commentary. But I can’t tell you how many times I heard people on both sides during the transit debate make persuasive sounding arguments about how people would vote on the plan based on ridership, real or perceived.
So, if none of the groups we can break out confidently in the sample see public transportation as their clear first-choice priority, who are these transit enthusiasts who make up the twelve percent that do?
This is where it gets tricky because it’s fewer than 200 respondents to the survey, which means we have to be careful about saying anything with confidence until there is a larger sample. That said, here is what results show so far about the enthusiasts in Nashville:
75% live in the USD (close to total population share, 72%)
75% are homeowners (likely over-represented in sample)
85% hold postsecondary degrees (ditto, but interesting)
80% are white
41% are high-income ($100,000 or more)
52% are age 18-34
26% have taken the bus in the last year
Let me repeat that last one, with the caveat of needing a larger sample before getting too sanctimonious about it: Of the twelve percent of residents–the transit enthusiasts–who think public transportation should be Metro’s highest priority, only about one out of four are actually riding the bus. Nearly the same rate for all respondents.
Not exactly a compelling track record for convincing an undecided voter–37% of residents are neutral or don’t know when asked about the quality of transit in Nashville today–that if you build it, they will come, even given the limitations of the current system.
Two-to-one was a painful result and an expensive lesson. As Cooper’s team looks ahead to whatever new plan they have in mind, we should be talking openly about what happened in 2018–a conversation that should be led by serious people with first-hand experience and data. We should also share as much of that wisdom as we can with Austin and other cities contemplating a transit referendum. Hopefully that’s already happening and I just don’t know about it.
If not, we are missing an opportunity to learn something we can apply to our next shot at transit in Nashville.
It is said that decisions are made by those who show up. Let’s hope that Metro policy makers are looking beyond the sign-up sheets at public meetings for community input on their decisions.
There’s a growing body of literature on the shortcomings of public meetings in both process and representativeness. See, for example:
In Nashville, we have self-reported data on residents who say they have attended a public meeting about Metro business in the last year. Luckily for us, we fare quite a bit better than some of the communities in those articles in terms of race/ethnicity diversity at Metro meetings. Twenty-eight percent of respondents said they attended a meeting about Metro business in the last year. Sixty percent of those meeting attendees were white, which is a bit lower than the white share of the total population (65%).* Black residents were 30% of meeting attendees compared to 26% of the total population in Nashville. Metro meeting attendance was also generally representative of Asian and Hispanic residents.
While Metro gets relatively high marks for representative participation (or at least attendance) in terms of race/ethnicity, we need to improve public engagement in other areas. The most dramatic contrasts are in housing tenure and educational attainment, but several aspects of the survey results stand out to me based on my analysis of the data.
There is a thirty-point difference in the share of Metro meeting attendees with a bachelor’s degree or higher and the bachelor’s-plus share of the total population. In fact, a remarkable 35% of self-reported attendees had graduate degrees.
Unsurprisingly, homeowners are disproportionately represented at meetings about Metro business, 74% compared to 54% in the total population. Renters are 46% of Nashville’s population but are outnumbered three-to-one at Metro meetings.
Residents attending meetings about Metro business generally have higher incomes, but the gaps are not as large as I would have guessed given the differences in educational attainment. Thirty-seven percent of attendees at Metro meetings reported household income of $100,000 or more, compared to 27% for the total population. Middle-income brackets are within a few points of each other. Lower-income Nashvillians are, as you might guess, underrepresented at meetings. Residents reporting $30,000 or less in household income account for about one in ten attendees at Metro meetings, according to the survey results, compared to nearly one in four in the total population.
As you might expect from reading the literature or attending Metro meetings yourself, attendees do tend to skew older, but, again, the differences can be surprising depending on how you define the age cohorts. Younger people (age 18-34) are 38% of the total population in Nashville and 33% of meeting attendees, according to the survey results–underrepresented but not by as much as I would have guessed. Similarly, if you define “older” as age 55-plus, which I’m increasingly seeing in the literature and in materials from advocacy groups, then older residents are 31% of Metro meeting attendees and 30% of the total population, which is much closer than I would have guessed.
Studies mentioned in the articles linked above have found that men are disproportionately represented at public meetings and that is also true in Nashville. Fifty-three percent of respondents who have attended a meeting about Metro business in the last year self-identify as male, compared to 48% in the population.
Given the location of most Metro meetings, it also makes sense that attendees who live in the urban services district (USD) are slightly over-represented, 76% compared to 72% overall.
Finally, I don’t have a comparable statistic for this for the total population, but people reporting attendance at Metro meetings have lived in Davidson County for an average of 32 years. We can’t say for sure why newer residents are not participating in Metro business at higher rates, but I’ve personally witnessed their perspective being diminished as somehow less valuable compared to that of longer-term residents here in the land of “Nashville Nice” and in other places I’ve lived–and that’s not just me projecting.
Of course, attending a public meeting is not the only way to participate in local decisions. Forty-one percent of Nashville residents contacted a Metro elected official in the last year, according to the survey results. About one-half of those people also attended a meeting about Metro business. While I don’t have access to comparable data for other cities, 49% percent of respondents contacting a Metro elected official and/or attending a Metro meeting in the last year seems encouraging to me, even if it was just one call or one meeting. Knowing where we stand today is at least a starting point.
Demographics of people calling or emailing Metro officials appear to be very similar to those of people attending Metro meetings–67% were bachelor’s-plus in educational attainment, for example–so I don’t think we can say conclusively that meeting attendees are any less diverse than engaged people not attending meetings (although the survey sample is not large enough to parse results by presence of young children in the household, which can make attending evening meetings really tough).
I plan on doing a series of these posts because (1) it’s important people understand that what you hear in the echo chamber of city hall may not reflect the broader viewpoints of the community; and (2) I can’t locate the resident survey page on Mayor Cooper’s website so I assume it was taken down along with the rest of the material from Mayor Briley’s and Mayor Barry’s tenures; and (3) the survey results on Metro’s open data portal haven’t been updated since May 9, 2019; and (4) I’m concerned that means the survey won’t be continued.
Hopefully demonstrating how to use this data and why it’s useful for residents and policy makers will change their mind.
After all, I hear that performance management is en vogue again.
* Metro’s resident survey is administered to only the adult population age 18 or older. Unless otherwise noted population statistics reported here are also for age 18 or older.
