Ranking U.S. metro areas, or counties, or even countries, by some fixed metric is a straightforward and often useful way to start a deeper dive into a larger body of research. For example, the top 10 counties by share of taxpayers claiming EITC, or the top 10 metro areas by change in prosperity. But what if the phenomenon being measured is more complex, has interacting characteristics that make a top 10 list less useful?

In new research, Brookings Senior Fellow Alan Berube, along with his colleagues at the Metropolitan Policy Program, and John Irons of the Rockefeller Foundation, ask “What makes an economy inclusive?” Inclusive economies, they say, “expand opportunities for more broadly shared prosperity, especially for those facing the greatest barriers to advancing their well-being.” A new Rockefeller Foundation framework identifies five characteristics of inclusive economies: equity, participation, stability, sustainability, and growth.

A typical ranking approach would list the top 10 inclusive economies (or the bottom 10) based on some score derived from data. It turns out, however, that understanding the “trends and relationships that might reveal the ‘big picture’ of what makes an economy inclusive” doesn’t lend itself to typical ranking techniques, and instead requires looking at relationships among the characteristics to ascertain that “big picture.”

Take, for example, equity, defined as: “More opportunities are available to enable upward mobility for more people.” For this analysis, Brookings researchers used 16 discrete indicators—such as the Gini coefficient, median income of less-educated workers as a share of overall median income, and transportation costs as a share of income—to come up with an equity score for each of the 100 largest U.S. metro areas. (Likewise, each of the other four inclusive economy indicators are composites of many discrete indicators, for a total of about 100 across the five.) Looking at equity alone, the top 10 metro areas are:

1. Allentown, PA-NJ
2. Harrisburg, PA
3. Ogden, UT
4. Scranton, PA
5. Des Moines, IA
6. Salt Lake City, UT
7. Wichita, KS
8. Grand Rapids, MI
9. Pittsburgh, PA
10. Worcester, MA-CT

Top 10 lists can also be fashioned for the other four dimensions in the inclusive economies research, each showing a different mix of U.S. metro areas. For example, the top three metro areas in the growth characteristic are San Jose, CA; Houston, TX; and Austin, TX. For participation: Madison, WI; Harrisburg, PA; and Des Moines. Stability: Madison; Minneapolis, MN-WI; and Provo, UT. And, sustainability: Seattle; Boston; and Portland, OR-WA. In fact, 30 different metropolitan areas are present in the combination of the five inclusive top 10 lists, spanning the country from Oxnard, to Omaha, to Raleigh. The individual top 10 lists for each inclusive economy characteristic look like this:

Because these rankings each impart useful and distinctive information about metro economies, Brookings researchers next combined the data into an overall ranking of the 100 metro areas “based on their average rankings on individual indicators for each of the five inclusive economy characteristics.” Instead of generating a ranking from 1 to 100, the analysis produces a grid-like chart that shows how metro areas fare not only in terms of inclusiveness (top to bottom), but also along a left-to-right spectrum that demonstrates the trade-offs between growth and equity. Here’s a sample from the chart (visit and study the chart here; note that wealth is depicted but by itself is not part of the inclusive economy score):

One thing that stands out when considering this colorful chart against the disaggregated top 10 lists is how unrelated they seem to be. San Jose sits at the upper right position of the chart, suggesting that it ranks as one of the most inclusive metro economies, and yet it ranks only 51st on equity. By contrast, Allentown, PA—on the left of the second row—ranked first in equity, but lower on other measures. However, taken as a whole, both Allentown and San Jose are in the top 20 metro areas overall for inclusiveness. Detroit sits along the bottom row of the inclusiveness chart. Among the five characteristics, it posts its highest rank in growth (37th overall), with much lower ranks in the other categories, even though it ranks 29th for wealth. Las Vegas, NV, is one of the least wealthy metro areas (91st), but ranks 19th in terms of equity.

Berube and Irons point to what they call “a few important insights” about the chart and these data:

• Judged across all five characteristics, the “most” and “least” inclusive metro economies are geographically and economically diverse.
• More equitable metropolitan economies also exhibit higher levels of participation and stability. 
• Growth and equity vary independently across metropolitan areas. 
• Metro areas with similar performance across the five characteristics may not possess the same capacity to improve their performance.

For more detailed discussion, and the complete inclusive economies chart, see “Measuring ‘inclusive economies’ in metropolitan America,’ by John Irons and Alan Berube.

See also “A metro map of inclusive economies,” showing metro areas that are similar to others in these outcomes.

Finally, download detailed information on the composition of the 100 indicators used to measure the five inclusive economies indicators.

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.

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.

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.

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.

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.

On Thursday, July 7, the International Monetary Fund (IMF) revised its economic outlook for South Africa. Despite “considerable economic and social progress” since 1994, the IMF report cited high income inequality, among other factors, in its projection of slow growth and increased unemployment in the medium term. Earlier this year, in the Brookings Africa Growth Initiative’s Foresight Africa 2016, we explored this pressing problem—high income inequality—across the continent. The initial takeaway was that sub-Saharan Africa has greater in-country income inequality than other developing countries around the world. However, after separating seven outlier economies—Angola, the Central African Republic, Botswana, Zambia, Namibia, Comoros, and South Africa—we noted that income inequality, measured by the Gini coefficient, in the rest of the region actually mirrors the rest of the developing world, which currently stands at 0.39. All seven outlier economies have Gini coefficients above 0.55, a level reached by only four other countries worldwide: Suriname, Haiti, Colombia, and Honduras. 

It is important to explore precisely why this disparity exists. Notably, sub-Saharan Africa is not only an outlier in income inequality, but also in the relationship between economic growth and poverty reduction. Generally, in the developing world, every 1 percent of growth reduces poverty 4 percent. In sub-Saharan Africa, however, every 1 percent of growth only reduces poverty by 3 percent. In Foresight Africa 2016, Brookings Nonresident Senior Fellow Haroon Bhorat suggests that this disparity may be because of the commodity booms that have sustained growth periods in African economies, which bring extraordinary returns to capital but limited job growth. Alternatively, these commodity booms may have accompanied a fall in manufacturing output; growth is thus concentrated in the low-productivity services sector. In any case, this graph forces us to consider exactly what type of structural transformation is necessary for continued economic growth and acknowledge that inequality in sub-Saharan Africa might require different solutions in different countries.

For a more in-depth discussion on this issue, see Foresight Africa 2016 and Bhorat’s discussion of African inequality in relation to the Sustainable Development Goals.

Omid Abrishamchian contributed to this post.

Event Information

Advances in mobile technology have transformed the global marketplace, especially in emerging economies. How has mobile technology changed economic progress in emerging economies? Who has benefited and why? How can emerging economies further take advantage of the mobile revolution to propel growth? Which challenges and decisions do policymakers currently face?

On December 10, the Center for Technology Innovation hosted an event to discuss mobile technology’s role and potential future in developing economies as part of the ongoing Mobile Economy Project event series. A panel of experts discussed what is needed to ensure that emerging mobile economies continue to grow, and how intellectual property, spectrum policy, and public policies contribute to sector development.

Join the conversation on Twitter using #TechCTI

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• Mobile Technology’s Impact on Emerging Economies and Global Opportunity

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• Transcript (.pdf)

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Saudi deputy crown prince and defense minister Mohammad bin Salman is just wrapping up a heavily hyped visit to Washington, aimed at reinforcing the kingdom’s partnership with the United States. Recent years have frayed what is traditionally the central strategic relationship for Riyadh, principally over the Obama administration’s nuclear diplomacy with Iran.

Since the conclusion of the Iranian nuclear deal last July, the perennial antagonism between Riyadh and Tehran has reached a dangerous pitch, fueling the violence that rages in Syria, Iraq, and Yemen and the undercurrent of instability that saturates the region. And the fallout of their rivalry has left its mark well beyond the boundaries of the Gulf, exacerbating volatile energy markets and, by extension, the global economy. 

Within OPEC, Riyadh and Tehran are eyeing each other warily, and their continuing differences torpedoed a proposed ceiling on oil production at OPEC’s latest meeting. The outcome was not surprising; a similar effort to agree on a production freeze between the group and a handful of non-OPEC producers fizzled in April. In the meantime, any incentives for drastic measures to address soft oil prices have abated as oil prices creep back up to approximately $50 a barrel. 

Iran and Saudi Arabia have plenty of reasons to continue pumping for the foreseeable future. Since the lifting of nuclear-related sanctions in January, Iranian leaders have been determined to make up for lost time and lost revenues, already defying expectations by quickly raising production to levels that hadn’t been reached since November 2011 and aggressively cutting prices in hopes of winning back its pre-sanctions export market. 

The centrality of oil to the legitimacy and autonomy of both regimes means that these plans are little more than publicity stunts.

Meanwhile, Saudi Arabia appears prepared to continue pumping at record-high levels, part of a larger strategy aimed at maintaining market share and driving down non-OPEC production. The two states’ economic incentives are compounded by their fierce geostrategic and sectarian rivalry, which has intensified, as evidenced by the standoff over Iranian participation in the annual pilgrimage to Mecca.

But even as the two states duel over oil production and prices, both Saudi Arabia and Iran are conspicuously planning for a post-oil future. Leaders in both countries have decreed an end to the era of oil dependency, endorsing ambitious blueprints for restructuring their economies that—if implemented—would ultimately transform state, society, and the wider region. The centrality of oil to the legitimacy and autonomy of both regimes means that these plans are little more than publicity stunts. Still, just imagine for a moment what it would mean for Iran, Saudi Arabia, and the Middle East if these grandiose agendas were adopted.

Competing and complementary visions

Tehran’s plan actually dates back more than a decade, with the 2005 release of its “20 Year Perspective” (sometimes called “Vision 2025”). The plan laid out extravagant expectations: rapid growth and job creation, diversification away from oil, a knowledge-based economy. Intervening developments—sanctions that targeted Iran’s oil exports and helped expand non-oil trade—have only bolstered the rhetorical commitment of Iran’s supreme leader, Ayatollah Ali Khamenei, to a “resistance economy” in which oil exports constitute a minor part.

“One of our most serious losses is dependence on oil,” Khamenei bemoaned in a 2014 speech. “I am not saying that oil should not be used. Rather, I am saying that we should reduce our dependence on selling crude oil as much as we can.” 

Not to be outdone, Saudi Deputy Crown Prince Salman announced Saudi “Vision 2030,” to address what he described as “an addiction to oil.” The plan, which has met with equal doses of fanfare and skepticism since its announcement last month, aims to create a “thriving economy” and end Saudi dependence on oil revenues by 2020. Vision 2030 includes provisions to sell off a small stake in the kingdom’s state oil company, Saudi Aramco, and create the world’s largest sovereign wealth fund to manage the country’s income, as well as goals of creating 450,000 new private sector jobs, cutting public sector wages, and tripling the country’s non-oil exports all within the same abbreviated time frame.

Jeopardizing domestic stability

There is one hitch, however: these aspirations, though laudable, are preposterously unmoored from current political and economic exigencies. The institutions of governance and the structure of power in resource-rich states such as Saudi Arabia and Iran are organized around the state’s role as purveyors of vital social and economic goods. Riyadh and Tehran distribute cash handouts, provide jobs in already-bloated state bureaucracies, and levy few taxes. Diversifying away from reliance on oil would essentially require Riyadh and Tehran to radically curtail this distributive role, inviting historic social and political changes that could ultimately compromise regime ideology and weaken state legitimacy. 

[T]hese aspirations, though laudable, are preposterously unmoored from current political and economic exigencies.

In Saudi Arabia, the supply of these benefits is central to the monarchy’s legitimacy. To diversify away from oil, which currently accounts for over 70 percent of government revenues, Riyadh would have to drastically cut spending, far more than it already has. Not only would this further slash subsidies and hike fees, it would also effectively force Saudi workers—two-thirds of whom are employed by the state—to take up private sector jobs, 80 percent of which are currently staffed by expatriates. To accomplish this transition would require fundamental changes to the incentive structure for the Saudi labor force: a much broader willingness to accept low-skill, low-wage jobs, as well as the requisite improvements in education and productivity to support larger numbers of Saudi nationals moving into private sector positions.

For the Saudi economy to be truly competitive, Riyadh would have to initiate dramatic changes to a central component of the Saudi social compact—women’s rights and freedoms. The Vision 2030 document boasts that over 50 percent of Saudi university graduates are women and pledges to “continue to develop their talents, invest in their productive capabilities and enable them to strengthen their future and contribute to the development of our society and economy.” 

But the domestic Saudi labor force is overwhelmingly male, and even the plan’s modest aspirations to raise female participation in the workforce from 22 to 30 percent are likely to run into logistical and social obstacles. Shortly after announcing Vision 2030, Deputy Crown Prince Salman said Saudi Arabia is not yet ready to let women drive. A diversified economy will not emerge in the kind of constricted social environment mandated by the Saudi interpretation of sharia (Islamic law). 

Iran’s Islamic Republic doesn’t have the same degree of gender segregation, but Iran’s official interpretation of Islam has still constrained female participation in the workforce. Iran employs an equally low percentage of women—according to a 2014 U.N. report around 16 percent—and women’s unemployment is more than double that of men (nearly 20 percent).

A Saudi man walks past the logo of Vision 2030 after a news conference in Jeddah, Saudi Arabia June 7, 2016. Photo credit: Reuters/Faisal Al Nasser.

The bigger challenge for Iran will be truly opening up its economy to foreign direct investment. This remains hotly contested among the leadership, even in the aftermath of the nuclear agreement and the lifting of related sanctions. While there is some consensus around the need for foreign capital and technology, hardliners including Khamenei are determined to insulate Iran from any accompanying cultural influence and dependency. As the supreme leader recently inveighed, the global economy is “a plan and system that has been devised mainly by Zionist capitalists and some non-Zionists with the purpose of usurping the economic resources of the whole world...If a country merges its economy with the global economy, this is not a source of pride, rather it is a loss and a defeat!”

This deeply-rooted paranoia has provided a convenient platform for the Islamic Republic to galvanize citizens’ loyalty to the state and hostility to outside interference. And it also inhibits the liberalization that makes foreign investment possible: measures to enhance transparency and security, develop more attractive legal and fiscal frameworks, shrink the role of the state, and undertake an array of other structural reforms. Without these measures, Tehran will struggle to capitalize on its extraordinary reengagement with the world. 

While Saudi Arabia has maintained a more consistent and mutually beneficial pattern of foreign investment, its leadership too will have to revamp its approach if it is to broaden its economic base. For Riyadh, the challenge is less one of attracting foreign capital than of developing a sustainable influx of technology and expertise to develop sectors other than energy. The kingdom will also have to overcome serious regulatory hurdles and a proclivity for mammoth (and often white elephant) projects.

Compromising regional clout

Riyadh and Tehran will need to balance their economic aspirations and their approach to the region, too. Historically, their role in global energy markets has largely shielded both states from the fallout of regional instability. The world’s need for reliable oil at reasonable prices has inculcated the commitment of outside powers to secure transportation of resources and considerable autonomy for Riyadh and Tehran from the implications of their own policies. 

As a result, Saudi Arabia and Iran can fund nefarious activity across the region, violate the civil and human rights of their citizens and other residents, and carry out belligerent foreign policies without severe repercussions for their oil revenues. Only in the past five years has Tehran seen the limits of the world’s reluctance to jeopardize its investment with a major oil exporter; and the recent reversal of the U.N. condemnation regarding the Saudi-led coalition in Yemen demonstrates that Riyadh remains insulated.

Saudi Arabia and Iran can fund nefarious activity across the region, violate the civil and human rights of their citizens and other residents, and carry out belligerent foreign policies without severe repercussions for their oil revenues.

Regional developments make the prospect of economic diversification even less likely, as sensitivity to such developments will only increase if either country successfully develops its non-oil sectors. At the same time, regional stability is a basic prerequisite for economic diversification. Robust growth and good governance throughout the Middle East would provide the optimal context for the economic transformation of Iran and Saudi Arabia, since the marketplace for their non-oil exports is concentrated in the immediate neighborhood. But such transformation would require both countries to put economic priorities that serve their general populations above the ideological and religious agendas—supported by oil rents—that propel their regional and international influence and that provide a large portion of their autonomy in foreign policymaking. 

Technocrats in both countries understand this intuitively. At a 2015 conference on Iran’s economy, President Hassan Rouhani wondered “How long can the economy pay subsidies to politics?” He added that the country’s economy “pays subsidies both to foreign policy and domestic policy. Let us try the other way round for a decade and pay subsidies from the domestic and foreign policy to the economy to see [what] the lives and incomes of people and the employment of the youth will be like.” The problem, of course, is political will: neither country is prepared to elevate the interests of its people over the demands of ideology.

Imagining an unlikely future

Can either Iran or Saudi Arabia really kick the oil habit? It seems exceptionally unlikely. Even as Khamenei extols the need for inward-focused development, Tehran is racing to expand crude output level to four million barrels per day by March 2017. 

Oil enabled the creation of the modern Middle Eastern state and fueled the rise of both countries to regional predominance. Oil is a vector for their regional rivalry, and it provides prestige and funds to be used in other arenas of competition. A genuine diversification of the two largest economies in the Middle East and North Africa would jeopardize their revenue streams and domestic legitimacy, as well as their efforts to assert their primacy across the Islamic world.

[N]either country is prepared to elevate the interests of its people over the demands of ideology.

“All success stories start with a vision,” Deputy Crown Prince Salman is quoted as saying on the Vision 2030 website. But vision is insufficient to bridge the gap between aspiration and reality; a serious agenda to implement either the Saudi or the Iranian vision would require painful compromises to regime ideology and a fundamental overhaul of the institutions and the structure of power in both countries. 

Imagine, though, for a moment, that these far-fetched ambitions were quite serious, and that both the Saudi and Iranian leadership were determined to do what was necessary to truly wean their economies off oil dependence. Consider what it might mean for the region if these grandiose ambitions were not simply the illusions of overpriced consultants and embattled technocrats—if a leadership emerged in one or both of the Middle East’s most powerful actors prepared to invest political capital in a genuine transformation of priorities and policies. What might be possible if Tehran and Riyadh sought to compete for economic opportunities instead of fueling violence and sectarianism around the region? If instead of a vicious sectarian and geopolitical rivalry, these two old adversaries engaged in a race to the top?

What will it take to move these visions from wishful thinking to reality? More than rhetoric, to be sure. But even the articulation of improbable objectives will have its impact. As documented in a recent book, Iran’s post-revolutionary experience demonstrates that the regime’s reliance on promises of economic gains has generated public expectations for effective and accountable governance. Now Iranians and Saudis have been told by their leaders—who happen to be officially infallible—that the time has come to transcend oil. What might happen if they believe it?

The U.S. nominee for the World Bank presidency, South Korean-born physician Jim Yong Kim, is one of three candidates for the post, along with Nigerian Finance Minister Ngozi Okonjo-Iweala and former Colombian finance minister Jose Antonio Ocampo. According to Colin Bradford, the presence of several viable candidates—from different parts of the world—for the World Bank presidency means that the entire international community could have a say in selecting the next World Bank president, rather than the U.S. nominee being automatically confirmed. This change in the nominating process, says Bradford, is good for the Bank because it reflects growing demands for representation from emerging economies.
 

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