Cities across America are undergoing massive demographic change, and Philadelphia is no exception. Understanding this change, and effectively managing it, will be key to our national progress and prosperity in this decade and beyond.

A new report from the Brookings Institution, "The State of Metropolitan America," describes a nation that has grown larger, more diverse, more suburban, and more educated in the first decade of this century. These characteristics offer the potential for a tremendous advantage among industrialized nations as the global economy becomes more integrated and more competitive.

The Philadelphia region, for instance, is now home to 92 colleges and universities - more than the renowned concentration of higher education institutions in the Boston area. In our research on the demographic transformation of the nation, we refer to Philadelphia as a "skilled anchor" - one of 19 metro areas, including Baltimore, Rochester, N.Y., and Boston, that have made a transition from manufacturing and shipping to service-based economies. Medical and educational institutions have often driven this transformation, along with specialized manufacturing.

Skilled anchors face challenges, however, due to other trends. While 32 percent of Philadelphia area residents over the age of 25 hold bachelor's degrees, only 21 percent of residents of the city itself have been educated beyond high school.

That is cause for concern, especially as baby boomers begin to retire - most notably in the suburbs, where more than 40 percent of the residents are boomers and seniors. The young people who will take their place in the workforce are not completing college education at the same rate as their predecessors. This is problematic considering that median household income declined during the 2000s, and higher education is closely correlated with higher wages.

Meeting the region's future workforce challenges - that is, connecting residents to high-quality jobs in the education, medicine, life-sciences, and pharmaceutical sectors - will require education policies that prepare all children for successful postsecondary education, so they can build on the economic momentum of the retiring baby boomers.

As part of the national Achieving the Dream Initiative, several foundations are working together to help community colleges in Michigan, Ohio, and Indiana improve completion rates for minority and low-income students who are most at risk of dropping out and not getting the skills and credentials they need to succeed in the workforce.

Other demographic trends represent challenges as well as opportunities. The Philadelphia region's foreign-born population grew by 30 percent in the 2000s, albeit from a relatively small base. Efforts to incorporate immigrants into the mainstream of economic and civic life - such as Philadelphia's language-access policy, its one-stop education office, and the region's emerging Metropolitan Caucus - are all praiseworthy. But more is required.

At the same time, while solutions must be built from the ground up, the Philadelphia region can't go it alone. The federal government can't wait for megacities such as Philadelphia to work out the massive transformation under way by themselves. There are macro-level federal responses to these trends that could and should emanate from Washington.

Among them are comprehensive immigration reform that includes explicit means for improving the integration of new Americans into our society and economy; a revamping of transportation and housing policy that reduces energy-inefficient sprawl, accommodates seniors, and provides access to employment centers; programs to increase postsecondary education for our emerging workforce; and a redoubling of efforts to make work pay for working families, such as the Earned Income Tax Credit.

Over the past decade, between two recessions, Philadelphia has made much progress. Today, the region must capitalize on its hard-earned gains and address emerging challenges with similar conviction.

Philadelphia and America are changing in front of our eyes. Public policy decisions crucial to our health, prosperity, and security need to be informed by what's happening now. We cannot afford to look for our future in the rearview mirror.

       

In a series of pieces during the past two weeks (see here, here, and here), I've laid out the evidence for two propositions: The president's economic record will be at the heart of the 2012 election, and he cannot win without focusing on the heartland — the swing states stretching from Pennsylvania to Iowa.

The case for the first proposition goes as follows:

To an extent that we haven't seen since 1992 (and maybe not even then), the 2012 election will focus on a single issue: economic growth and job creation.

For that reason above all, President Obama will be waging an uphill battle for reelection, because the American people are giving his management of the economy very low grades. (Recent CBS/NYT surveys have placed approval of his performance on the economy and job creation at below 40 percent.)

While for understandable reasons the president's campaign team wants to turn the election into a choice between two futures, the odds of success for that strategy seem low. Most political scientists who have studied the question conclude that when there's an incumbent in the race, the principal issue is that candidate's job performance. (That's why Reagan's "Are you better off..." was such a killer question against Carter in 1980.)

President Obama, therefore, has no choice but to address the economic question head-on, which will require him to offer a much more persuasive defense of his record than he has up to now.

The case for my second proposition — the Heartland Strategy — is this:

The president's team hopes to recreate the "new majority" strategy that expanded the playing field and led to victories in states such as Virginia, North Carolina, Colorado, and Nevada in 2008 and perhaps Arizona and Georgia as well in 2012. This does not seem realistic, however: while the president's support among African Americans remains strong, it has dropped sharply among Hispanics disappointed by what they see as his failure to push for comprehensive immigration reform and his administration's aggressive deportation strategy. And every survey and focus group points to diminished enthusiasm among the young adults whose relentless networking on Obama's behalf contributed significantly to his historic victory.

To make matters worse, the president's numbers in Florida are dismal, he trails likely Republican nominee Mitt Romney by 10 points in New Hampshire, and he has no chance of repeating his 2008 miracle victory in Indiana.

These facts underscore the crucial importance of the heartland states — especially Ohio and Pennsylvania. As a matter of history and simple arithmetic, is very unlikely that President Obama can be reelected without carrying them both.

Although Pennsylvania is usually 3 to 4 points more Democratic than Ohio, the evidence suggests that Obama is surprisingly weak there and needs to do some real work to shore up his standing in a state that Democrats often regard as being in the bag.

As for Ohio, the last Democrat to take the White house without winning that state was John Kennedy, who did it with electoral votes from Texas and other southern states that Obama will not receive. (The last Republican to win the presidency without Ohio? There hasn't been one since the founding of the party in the 1850s.)

Ohio is pivotal, election after election, because it is a demographic and political microcosm of the country. If a presidential candidate can win a majority there, he or she can almost certainly do so in the nation as well. And that's why both parties should pay close attention to the results of last week's election, in which the Ohio electorate overwhelmingly rejected both Gov. Kasich's assault on public sector unions and the individual mandate at the heart of President Obama's health reform law.

If these two core propositions are correct — if the 2012 election will be about Obama's economic stewardship and will be won or lost in the heartland — then the key question is this: How can the president defend his economic record in a region much of which has not enjoyed robust growth for quite some time?

Let's look at some basics:

It's hard to imagine Obama losing Illinois or winning Indiana in 2012. That leaves six key heartland states. Note what they have in common: despite widely varying rates of unemployment, none of them has experienced a rapid decline in that rate over the past year. Because there's no sense of dynamism in the region, hope and confidence in the future are at a low ebb. That's the reality the president must speak to, there and elsewhere.

How can Obama recast the economic discussion? Here's my best shot:

First, he must acknowledge Americans' sense of being stuck and then explain why recovery from this downturn has been so painfully slow — in particular, the impact of the financial collapse and our excessive debt burden, private as well as public.

Second, he must display some humility and acknowledge that he didn't get everything right. It was a mistake not to underscore the difficulty of our circumstances right from the start. It was a mistake to predict that unemployment would peak at 8 percent if his stimulus bill were enacted. While it was necessary to save the big financial institutions from a total meltdown, it was a mistake to ask so little from them institutions in return. And it was a mistake to act so timidly in the face of a housing and mortgage crisis that has cost the middle class many trillions of dollars in lost wealth.

Third, he should emphasize what most Americans believe: without the steps his administration took at the depth of the crisis, there might well have been a second Great Depression. Sure, "It could have been much worse" isn't much of a bumper sticker, but it's a place to start, and it has the merit of being true.

Fourth, what he has done so far has not only halted the decline but has yielded more than twenty consecutive months of growth in private sector jobs — progress that would be more noticeable if states and localities hadn't been shedding so many employees in response to the squeeze on their budgets.

Fifth, while most Americans didn't like it when his administration intervened to save GM and Chrysler, it was the right thing to do, not only for auto workers, but for much of the heartland's economy as well. Allowing these two firms to dissolve would have broken the back of regions already struggling with double-digit unemployment. Leadership means doing what's necessary and right, even when it's unpopular.

Sixth, we now have the opportunity to build on the foundation laid during this painful period in our history. Obama can emphasize steps such as: a bold new response to housing foreclosures and underwater mortgages; an infrastructure bank that mobilizes both domestic and foreign capital to put Americans back to work on projects that will strengthen our economy; and a tougher stance vis-à-vis Chinese policies that have taken their toll on American workers and firms. And yes, we need to come together around fundamental spending and tax reform that can stabilize our fiscal future without further undermining the hard-pressed middle class.

That's the guts of the affirmative case Obama can make. (No doubt he believes he's already doing it, but he hasn't been frank, comprehensive, and persistent enough to break through.) And if he does make it relentlessly until next Labor Day, he can then pivot and ask, What's the alternative? What is my opponent offering? If you think that an agenda of deregulation for big polluters, more tax breaks for the wealthy, and a laissez-faire policy that allows the housing sector to "hit bottom" is the way to jump start job creation, the by all means vote for him. If you don't, you have a chance to continue moving down a path that can move us from the shadows of stagnation to the sunlight of opportunity and to build a new economy in which all Americans — not just a favored few — enjoy the fruits of growth.

       

This week will bring a cornucopia of new data, an econo-nerd's dream. Unfortunately for some of us nerds, there won't be any releases on state and local government finances. (The Census Bureau generally has to wait for all states to report and, as you can imagine, some states are laggards.)

However, there will still be a lot in this week's numbers for those who follow state and local government finances, pay into state and local coffers, or consume predominantly state and local public services like education, roads, and health care. Here are a few trends worth watching:

First, Tuesday's March S&P/Case Shiller house price indexes will be important for states whose fortunes are tied to real estate, especially in the West and Southwest. Macroeconomic forecasters are predicting home prices will decline slightly compared to one year ago but continue to increase month-to-month, suggesting that perhaps the market has hit bottom.

That would be good news for the housing sector. However, research from Federal Reserve Board economists Byron Lutz, Raven Molloy, and Hui Shan suggests that any boon to state and local revenues would be minor. They calculate the housing bust per se generated only a $22 billion drop in taxes over three years, equivalent to roughly 3 percent of annual state and local revenues excluding federal funds.

Meanwhile, the latest Census data suggest that state taxes are growing, but at a pace that is slower than usual. More worrisome, the pace appears to be moderating. In recent weeks, California, New York, New Jersey, Pennsylvania, and Rhode Island have all reported taxes coming in below projections. Also, local property taxes are likely to remain in the doldrums for some time. They tend to respond to house price changes with a delay and thus just started showing the effects of the housing bust in late 2010. Property taxes recently turned positive again, but these gains are anemic by historical standards and likely caused by rate hikes in some jurisdictions rather than improving property values.

Next up this week are Bureau of Economic Analysis revisions to first quarter GDP. Macroeconomists will be attuned to how the revisions compare to advance estimates and what this portends for the recovery. They might also take note of whether these governments are detracting from growth - as they have done by an average of 0.2 percentage points in each quarter since 2008 - or contributing to it as usual. State and local watchers will be more focused on state and local spending, which unlike previous downturns, has declined in real per capita terms and not yet recovered.

That leads us to the biggest number to watch this week - Friday's jobs report. State and local employment is already down by 665,000 jobs or about 3.5 percent from its pre-recession peak. Recent trends suggest that cuts may be abating, but this total masks differences across subsectors - state education has been adding jobs while losses continue in all other subsectors, especially at the local level.

Ongoing state and local job losses also distinguish this recession from previous downturns in the modern era. This may be in keeping with the depths of this Great Recession. However, it's hard to imagine state and local residents aren't feeling the pinch of higher property tax burdens or lower services. To take one example, Governor Jerry Brown has proposed closing California's $16 billion budget gap by converting state employees to a four day work week and closing state parks. From a macro perspective, the fiscal tightening may be over. But that doesn't mean state and local governments aren't still a real drag.

       

Last week international electronics mega-manufacturer Foxconn announced plans to invest $30 million in a new robotics plant in Harrisburg, PA. Foxconn, the notorious Chinese low-wage manufacturer of Apple’s iPhone, has become the poster child of U.S. outsourcing in the face of ruinous global labor cost competition. The calculus of manufacturing supremacy is seemingly simple: Low labor costs and taxes, proximity to a large consumer base, and manageable corruption levels equal a sure strategy to attract global firms.

So what’s going on in Harrisburg? Foxconn is beginning to realize what a number of global manufacturers have come to realize: Production sites that can leverage university, government, and private R&D, a market-ready STEM workforce, and a vibrant cluster of global manufacturing supply chains trump cheap labor and tax breaks. In this regard the Harrisburg region is a big win for Pennsylvania as well as Foxconn—a company trying to move away from a legacy of poor working conditions to one of high-value, high-skilled production.   

Harrisburg and the larger Rust Belt Pittsburgh-Youngstown region to the west are hotbeds of advanced manufacturing. Youngstown is home to the National Additive Manufacturing Innovation Institute—an internationally recognized hub for so-called “3D printing” that draws together public- and private-sector resources. Pittsburgh—with the University of Pittsburgh, Carnegie Mellon University, and firms like Google—has redefined itself from a gilded-era steel town to a modern technology leader in software and robotics. Indeed, Foxconn is investing $10 million in Carnegie Mellon’s world class advanced robotics R&D. Finally, also in the Rust Belt and including Harrisburg, Akron and Cleveland, cheap natural gas has helped push manufacturing job and firm growth in a region that was hit extremely hard by the recession.

While Foxconn may be one of the highest profile foreign firm to relocate to the United States it is certainly not, as we’ve discussed, the first. Again and again, global firms interested in high-end manufacturing are putting a renewed premium on geographic clusters of intensive innovation. To be sure, countries with low labor costs still maintain solid advantages in a number manufacturing industries that will help their economies grow—this is the benefit and reality of a global economy. But when it comes to advanced manufacturing, U.S. metro areas and regions that foster synergies between research, skills, and production will likely continue to be highly sought after from firms looking to move up the global value chain.

       

On April 16-17, Bruce Katz, vice president and founding director of the Brookings Metropolitan Policy Program, traveled to Pittsburgh for the launch of p4: People, Planet, Place, and Performance. The initiative, spearheaded by the Heinz Endowment and the City of Pittsburgh, is committed to putting urban design and economic development to the service of an inclusive society and a sustainable physical infrastructure. The two-day launch event featured urban economic development and design experts from around the globe, with several groups from the Nordic countries--leaders in sustainable architecture and high-tech infrastructure. Below are highlights:

       

The “diversity explosion,” described in my recent book, is altering all parts of American life but particularly the lives of our younger population. As the white population ages and whites continue to decline in numbers among our under-30 population, as recent Census tabulations project, a growing portion of America’s children are racial minorities from a kaleidoscope of backgrounds in terms of their parents’ or grandparents’ place of birth. Origin countries include Mexico, China, the Philippines, India, Vietnam, El Salvador, Korea, the Dominican Republic, Guatemala, Jamaica, Colombia, Haiti, Honduras, Ecuador, Peru, Taiwan, Brazil, and others. 

A dramatic remaking of the nation’s child population is under way; in growing parts of the country growth of the child population is synonymous with the growth of minority children. More than one-third of the 100 largest metropolitan areas now have minority-white child populations. California and Texas house the largest number of these metropolitan areas, and Hispanics constitute the largest minorities. Florida, Georgia, and Arizona each contain more than one of these metro areas; the newest include Atlanta, Orlando, and Phoenix. And in many other “whiter” areas, such as Allentown, Pa. on the periphery of the New York megalopolis, the share of minorities among children is increasing. 

Of course, metro areas such as Los Angeles, Miami, and New York are used to accommodating large numbers of young children from dozens of foreign countries. Yet the first-generation immigrant children in large sections of the Southeast and Mountain West and scattered parts of “middle America” represent the front lines of the country’s diversity explosion. For an overview of U.S. county profiles by race and age, see the U.S. interactive map.

Material adapted from Diversity Explosion: How New Racial Demographics Are Remaking America by William H. Frey, 2014.

       

Last week, we showed how the share of the nation’s venture capital going to the Bay Area has actually increased over the last decade and posed the question: Are San Francisco and Silicon Valley good models for most cities to imitate? And with the answer being “no,” what strategies should cities employ to bolster local capital networks?

The answer depends upon regions’ technical strengths—different technologies imply different venture capital strategies. A common assumption is that most cities look like Silicon Valley with software monopolizing venture funding, but in many places a mix of different technologies are far more important. Metropolitan level venture capital data from 2005 to 2015 from Pitchbook illustrates how different cities require different strategies.

In Cleveland, for example, more than three-quarters of deals are in clinical care services and medical devices driven by Cleveland Clinic’s world-renowned success in identifying and funding companies creating novel health care technologies. However, software and medical technologies require very different venture capital strategies. Software companies need upfront funding but can scale quickly with few additional funding rounds. Medical technologies require FDA approval and clinical trials, costly and lengthy processes, implying the need to consider whether regional venture capital efforts can provide not only seed funding but multiple rounds. If not, promising health care companies may flame out or relocated elsewhere.

Pittsburgh, on the other hand, has a far more mixed portfolio than either Cleveland or the Bay Area, one of the most diverse in the country. Pittsburgh’s top 10 technologies funded over the last decade include laboratory services, energy exploration, battery storage, medical devices, software, and electronic equipment—with none making up more than one-fifth the metro area’s portfolio. Pittsburgh’s mix of educational and non-profit institutions like Carnegie Mellon University, University of Pittsburgh and UPMC support research in engineering, software, medical technologies, and therapeutics. In addition private companies like Google, Alcoa, and the shale gas boom have provided the region with a blend of market opportunities that are extremely different than that of the Bay Area.

Equally important to the type of technologies funded is how venture capital deals are funded. In the Bay Area private venture capital firms represent the vast majority of funding both in terms of numbers of deals and overall value. Deals from accelerators and universities together equal less than one-tenth of what is invested by private venture capital firms. Given the many private investment firms in the Bay Area, universities and accelerators are better at creating and incubating technologies instead of funding them. Unfortunately, other markets lack such private sector assets and try to jumpstart investments through other methods.

Over the last decade, Pittsburgh made just 3 percent as many total venture deals as the Bay Area, but breaking that figure down by the funding source, universities outperformed in Pittsburgh. There they funded nearly 30 percent as many deals as universities did in San Francisco and Silicon Valley, a rate 10 times as high as would be expected based the Bay Area “norm.” One reason for this is Pittsburgh is relatively new to venture funding and may have more research assets than private venture capital firms. Therefore, university funds could fill an important capital gap.

A common worry is these non-private sector deals are poor investments that private firms, with superior market intelligence, simply refused to make. This argument is most persuasive in regions like the Bay Area where there is no shortage of private capital to fund good ideas. However in other regions these investments can prove to be smart precursors to private funding. Also, rarely do public institutions make investment decisions. Instead, public dollars are funneled through private investment firms to kick start regional activity. For example, Philadelphia’s new StartUp PHL fund is paid for by taxpayer dollars but investment decisions are made by First Capital, the city’s largest private venture capital fund. The fund requires recipients to stay in the city for at least six months after funding, with the hope to increase the number of growing technology companies in Philadelphia.

Cleveland and Pittsburgh are specific examples of a general point. Cities have unique technology competencies and pathways to venture capital. Economic strategies to attract outside, and bolster local capital, should reflect those attributes and not simply default to what seems to have worked in the Bay Area. 

       

Last week, we showed how the share of the nation’s venture capital going to the Bay Area has actually increased over the last decade and posed the question: Are San Francisco and Silicon Valley good models for most cities to imitate? And with the answer being “no,” what strategies should cities employ to bolster local capital networks?

The answer depends upon regions’ technical strengths—different technologies imply different venture capital strategies. A common assumption is that most cities look like Silicon Valley with software monopolizing venture funding, but in many places a mix of different technologies are far more important. Metropolitan level venture capital data from 2005 to 2015 from Pitchbook illustrates how different cities require different strategies.

In Cleveland, for example, more than three-quarters of deals are in clinical care services and medical devices driven by Cleveland Clinic’s world-renowned success in identifying and funding companies creating novel health care technologies. However, software and medical technologies require very different venture capital strategies. Software companies need upfront funding but can scale quickly with few additional funding rounds. Medical technologies require FDA approval and clinical trials, costly and lengthy processes, implying the need to consider whether regional venture capital efforts can provide not only seed funding but multiple rounds. If not, promising health care companies may flame out or relocated elsewhere.

Pittsburgh, on the other hand, has a far more mixed portfolio than either Cleveland or the Bay Area, one of the most diverse in the country. Pittsburgh’s top 10 technologies funded over the last decade include laboratory services, energy exploration, battery storage, medical devices, software, and electronic equipment—with none making up more than one-fifth the metro area’s portfolio. Pittsburgh’s mix of educational and non-profit institutions like Carnegie Mellon University, University of Pittsburgh and UPMC support research in engineering, software, medical technologies, and therapeutics. In addition private companies like Google, Alcoa, and the shale gas boom have provided the region with a blend of market opportunities that are extremely different than that of the Bay Area.

Equally important to the type of technologies funded is how venture capital deals are funded. In the Bay Area private venture capital firms represent the vast majority of funding both in terms of numbers of deals and overall value. Deals from accelerators and universities together equal less than one-tenth of what is invested by private venture capital firms. Given the many private investment firms in the Bay Area, universities and accelerators are better at creating and incubating technologies instead of funding them. Unfortunately, other markets lack such private sector assets and try to jumpstart investments through other methods.

Over the last decade, Pittsburgh made just 3 percent as many total venture deals as the Bay Area, but breaking that figure down by the funding source, universities outperformed in Pittsburgh. There they funded nearly 30 percent as many deals as universities did in San Francisco and Silicon Valley, a rate 10 times as high as would be expected based the Bay Area “norm.” One reason for this is Pittsburgh is relatively new to venture funding and may have more research assets than private venture capital firms. Therefore, university funds could fill an important capital gap.

A common worry is these non-private sector deals are poor investments that private firms, with superior market intelligence, simply refused to make. This argument is most persuasive in regions like the Bay Area where there is no shortage of private capital to fund good ideas. However in other regions these investments can prove to be smart precursors to private funding. Also, rarely do public institutions make investment decisions. Instead, public dollars are funneled through private investment firms to kick start regional activity. For example, Philadelphia’s new StartUp PHL fund is paid for by taxpayer dollars but investment decisions are made by First Capital, the city’s largest private venture capital fund. The fund requires recipients to stay in the city for at least six months after funding, with the hope to increase the number of growing technology companies in Philadelphia.

Cleveland and Pittsburgh are specific examples of a general point. Cities have unique technology competencies and pathways to venture capital. Economic strategies to attract outside, and bolster local capital, should reflect those attributes and not simply default to what seems to have worked in the Bay Area. 

       

With the GOP convention now in the electoral rearview mirror, attention is pivoting quickly from Ohio to Pennsylvania as the Democrats kick off their own nominating convention in Philadelphia.

Although it has voted Democratic in the last six presidential elections, political analysts have historically regarded the Keystone State as a swing state. FiveThirtyEight’s latest general election forecast projects a 46 percent vote share for Hillary Clinton, versus just under 44 percent for Donald Trump, making it the sixth-most competitive state. Pennsylvania also features what is shaping up to be a tight Senate race between incumbent Republican Pat Toomey and Democratic nominee Katie McGinty. Thus, it is useful to see how the state’s voters might view the condition of the economy, which could very well influence turnout levels and candidate preferences amid close contests this November.

Pennsylvania’s metropolitan economy

The economic perspectives of Pennsylvanians are perhaps best understood through the prism of the state’s highly distinctive major metropolitan areas. Five large metro areas span the state—Allentown, Harrisburg, Philadelphia, Pittsburgh, and Scranton—and together account for 63 percent of Pennsylvania’s population and 75 percent of its GDP. Their economic specializations are diverse: trade, transportation, and manufacturing in Allentown and Scranton; financial, professional, and educational services in Philadelphia and Pittsburgh; and government in the state capital of Harrisburg. While much political news coverage of Pennsylvania is likely to focus on its iconic small towns, it is really these large metro areas that define the state demographically and economically.

A slow recovery for most

While Pennsylvania was not one of the states hardest hit by the Great Recession, most of its major metropolitan areas bounced back relatively slowly. According to the Brookings Metro Monitor, Harrisburg, Philadelphia, and Scranton ranked among the 20 slowest-growing large metropolitan economies from 2009 to 2014. All performed somewhat better on achieving increases in the local standard of living (prosperity), but Pittsburgh stood out for its 6 percent average wage growth during that time, seventh-fastest in the nation. This wage trend also seems to have propelled Pittsburgh to a better performance than other Pennsylvania metro areas on indicators of employment, wages, and relative poverty (inclusion). Allentown, Harrisburg, and Philadelphia, on the other hand, registered declines in typical worker wages during the first five years of the recovery and little to no progress in reducing poverty.

The picture over a longer timeframe is similar, though somewhat less dire. Pittsburgh posted middling growth but very strong performance on prosperity and inclusion over the past 10 to 15 years. That provided a contrast with Allentown, where the economy grew somewhat faster but productivity and average standards of living did not, and economic inclusion suffered. The remaining metro areas—Harrisburg, Philadelphia, and Scranton—all grew weakly but managed to post middling performance on prosperity and inclusion indicators.

Troubling racial disparities

Pennsylvania remains a whiter state than the national average, but its major metro areas are increasingly diverse, particularly in the southeastern part of the state around Philadelphia and Allentown. Nonetheless, Pennsylvania’s economic challenges are frequently framed around the plight of the white working class, which, as my colleague Bill Frey notes, comprises 59 percent of the state’s eligible voter population. In Allentown, Harrisburg, and Philadelphia, whites have indeed suffered long-term wage stagnation. Yet in the more manufacturing-oriented Pittsburgh and Scranton areas, median wages for whites rose significantly from 2000 to 2014. By contrast, workers of color have experienced much more troublesome wage trends, losing ground to whites in every major metro area. Across the five metro areas, typical earnings differences between whites and other workers in 2014 averaged between $10,000 and $12,000.

Reversal of fortune?

A look at the most recent job trends, from 2014 to 2016, suggests a shifting metro growth map in Pennsylvania. Over the past two years, Philadelphia and Harrisburg have posted much stronger job gains, Allentown’s average annual job growth rate has halved, and Pittsburgh’s job level has flat-lined. The state’s two largest urban centers frame this stark change. In every major industry category, average annual job growth in Philadelphia over the past two years outpaced its rate over the previous five years. In Pittsburgh, on the other hand, job growth slowed—or turned negative—in nearly every sector. The recent energy price crash has halted a fracking boom that buoyed the western Pennsylvania economy through much of the recovery, at the same time that Philadelphia is enjoying a surge in professional services and construction employment. Fittingly, Donald Trump used Allegheny County, outside Pittsburgh, as the backdrop for one of his first post-primary campaign stops, while Philadelphia’s economic momentum will be the background of the Democrats’ argument for another four years in the White House.

The Pennsylvania economy is thus not easily characterized, and the attitudes of its voters are likely to be shaped by regionally specific short-term and long-term trends. Those trends seem sure to keep the Keystone State’s electoral votes and U.S. Senate seat highly contested over the next several months.