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.

SUMMARY

Replacing inefficient kerosene lighting with electric lighting or other clean alternatives can rapidly achieve development and energy access goals, save money and reduce climate warming. Many of the 250 million households that lack reliable access to electricity rely on inefficient and dangerous simple wick lamps and other kerosene-fueled light sources, using 4 to 25 billion liters of kerosene annually to meet basic lighting needs. Kerosene costs can be a significant household expense and subsidies are expensive. New information on kerosene lamp emissions reveals that their climate impacts are substantial. Eliminating current annual black carbon emissions would provide a climate benefit equivalent to 5 gigatons of carbon dioxide reductions over the next 20 years. Robust and low-cost technologies for supplanting simple wick and other kerosene-fueled lamps exist and are easily distributed and scalable. Improving household lighting offers a low-cost opportunity to improve development, cool the climate and reduce costs.

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There is a lot of hope around the potential of Big Data—massive volumes of data (such as cell phone GPS signals, social media posts, online digital pictures and videos, and transaction records of online purchases) that are large and difficult to process with traditional database and software techniques—to help achieve the sustainable development goals. The United Nations even calls for using the ongoing Data Revolution –the explosion in quantity and diversity of Big Data—to make more and better data usable to inform development analysis, monitoring and policymaking: In fact, the United Nations believes that that “Data are the lifeblood of decision-making and the raw material for accountability. Without high-quality data providing the right information on the right things at the right time; designing, monitoring and evaluating effective policies becomes almost impossible.” The U.N. even held a “Data Innovation for Policy Makers” conference in Jakarta, Indonesia in November 2014 to promote use of Big Data in solving development challenges.

Big Data has already played a role in development: Early uses of it include the detection of influenza epidemics using search engine query data or the estimation of a country’s GDP by using satellite data on night lights. Work is also under way by the World Bank to use Big Data for transport planning in Brazil.

During the Data for Development session at the recent NetMob conference at MIT, we presented a paper in which we jump on the Big Data bandwagon. In the paper, we use mobile phone data to assess how the opening of a new toll highway in Dakar, Senegal is changing how people commute to work (human mobility) in this metropolitan area. The new toll road is one of the largest investments by the government of Senegal and expectations for its developmental impact are high. In particular, the new infrastructure is expected to increase the flow of goods and people into and out of Dakar, spur urban and rural development outside congested areas, and boost land valuation outside Dakar. Our study is a first step in helping policymakers and other stakeholders benchmark the impact of the toll road against many of these objectives.

Assessing how the impact of the new toll highway differs by area and how it changes over time can help policymakers benchmark the performance of their investment and better plan the development of urban areas.

The Dakar Diamniadio Toll Highway (in red in Figure 1), inaugurated on August 1, 2013 is the first section (32 km or 20 miles) of a broader project to connect the capital, Dakar, through a double three-lane highway to a new airport (Aeroport International Blaise Diagne, AIBD) and a special economic zone, the Dakar Integrated Special Economic Zone (DISEZ) and the rest of the country.

Note: The numbers indicate the incidence of increased inter cell mobility and were used to calculate the percentage increase in mobility.

The cost of this large project is estimated to be about $696 million (FCFA 380.2 billion or 22.7 percent of 2014 fiscal revenues, excluding grants) with the government of Senegal having already disbursed $353 million. The project is one of the first toll roads in sub-Saharan Africa (excluding South Africa) structured as a public-private partnership (PPP) and includes multilateral partners such as the World Bank, the French Development Agency, and the African Development Bank.

In our study, we ask whether the new toll road led to an increase in human mobility and, if so, whether particular geographical areas experienced higher or lower mobility relative to others following its opening.

Using mobile phone usage data (Big Data), we use statistical analysis in our paper to approximate where people live and where they work. We then estimate how the reduction in travel time following the opening of the toll road changes the way they commute to work.

As illustrated in the map of Figure 1, we find some interesting trends:

• Human mobility in the metropolitan Dakar area increased on average by 1.34 percent after the opening of the Dakar Diamniadio Toll Highway. However, this increase masks important disparities across the different sub-areas of the Dakar metropolitan areas. Areas in blue in Figure 1 are those for which mobility increased after the opening of the new road toll while those in red experienced decreased mobility.
• In particular, the Parcelles Assainies suburban area benefited the most from the toll road with an increase in mobility of 26 percent. The Centre Ville (downtown) area experienced a decrease in mobility of about 20 percent.

These trends are important and would have been difficult to discover without Big Data. Now, though, researchers need to parse through the various reasons these trends might have occurred. For instance, the Parcelles Assainies area may have benefited the most because of its closer location to the toll road whereas the feeder roads in the downtown area may not have been able to absorb the increase in traffic from the toll road. Or people may have moved from the downtown area to less expensive areas in the suburbs now that the new toll road makes commuting faster.

From these preliminary results (our study is work in progress, and we will be improving its methodology), we are encouraged by the fact that our method and use of Big Data has three areas of application for a project such as this:

Benchmarking: Our method can be used to track how the impact of the Dakar Diamniadio Toll Highway changes over time and for different areas of the Dakar metropolitan areas. This process could be used to study other highways in the future and inform highway development overall.

Zooming in: Our analysis is a first step towards a more granular study of the different geographic areas within the Dakar suburban metropolitan area, and perhaps inspire similar studies around the continent. In particular, it would be useful to study the socio-economic context within each area to better appreciate the impact of new infrastructure on people’s lives. For instance, in order to move from estimates of human mobility (traffic) to measures of “accessibility,” it will be useful to complement the current analysis with an analysis of land use, a study of job accessibility, and other labor markets information for specific areas. Regarding accessibility, questions of interest include: Who lives in the areas most/least affected? What kind of jobs do they have access to? What type of infrastructure do they have access to? What is their income level? Answers to these questions can be obtained using satellite information for land prices, survey data (including through mobile phones) and data available from the authorities. Regarding urban planning, questions include: Is the toll diverting the traffic to other areas? What happens in those areas? Do they have the appropriate infrastructure to absorb the increase in traffic?

Zooming out: So far, our analysis is focused on the Dakar metropolitan area, and it would be useful to assess the impact of new infrastructure on mobility between the rest of the country and Dakar. For instance, the analysis can help assess whether the benefits of the toll road spill over to the rest of the country and even differentiate the impact of the toll road on the different regions of the country.

This experience tells us that there are major opportunities in converting Big Data into actionable information, but the impact of Big Data still remains limited. In our case, the use of mobile phone data helped generate timely and relatively inexpensive information on the impact of a large transport infrastructure on human mobility. On the other hand, it is clear that more analysis using socioeconomic data is needed to get to concrete and impactful policy actions. Thus, we think that making such information available to all stakeholders has the potential not only to guide policy action but also to spur it. 

References

Atkin, D. and D. Donaldson (2014). Who ’ s Getting Globalized ? The Size and Implications of Intranational Trade Costs . (February).

Clark, X., D. Dollar, and A. Micco (2004). Port efficiency, maritime transport costs, and bilateral trade. Journal of Development Economics 75(2), 417–450, December.

Donaldson, D. (2013). Railroads of the Raj: Estimating the Impact of Transportation Infrastructure. forthcoming, American Economic Review.

Fetzer Thiemo (2014) “Urban Road Construction and Human Commuting: Evidence from Dakar, Senegal.” Mimeo

Ji, Y. (2011). Understanding Human Mobility Patterns Through Mobile Phone Records : A cross-cultural Study.

Simini, F., M. C. Gonzalez, A. Maritan, and A.-L. Barab´asi (2012). A universal model for mobility and migration patterns. Nature 484(7392), 96–100, April.

Tinbergen, J. (1962). Shaping the World Economy; Suggestions for an International Economic Policy.

Yuan, Y. and M. Raubal (2013). Extracting dynamic urban mobility patterns from mobile phone data.

It is estimated that there are 95 mobile phone subscriptions per 100 inhabitants worldwide, and this boom has not been lost on the developing world, where the number of mobile users has also grown at rocket speed. In fact, in recent years the information communication technology (ICT) revolution has provided opportunities leading to “death of distance,” allowing many obstacles to better livelihoods, especially for those in remote regions, to disappear. Remarkably, though, the huge proportion of poverty-stricken populations in so many of those same regions persists.

How might, then, we think differently on the relationship between these two ideas? Can and how might ICTs act as an engine for eradicating poverty and improving the quality of life in terms of better livelihoods, strong education outcomes, and quality health? Do today's communication technologies hold such potential?

In particular, the mobile phone’s accessibility and use creates and provides us with an unprecedented volume of data on social interactions, mobility, and more. So, we ask: Can this data help us better understand, characterize, and alleviate poverty?

Mapping call data records, mobility, and economic activity

The first step towards alleviating poverty is to generate poverty maps. Currently, poverty maps are created using nationally representative household surveys, which require manpower and time. Such maps are generated at a coarse regional resolution and continue to lag for countries in sub-Saharan Africa compared to the rest of the world.

As call data records (CDRs) allow a view of the communication and mobility patterns of people at an unprecedented scale, we show how this data can be used to create much more detailed poverty maps efficiently and at a finer spatial resolution. Such maps will facilitate improved diagnosis of poverty and will assist public policy planners in initiating appropriate interventions, specifically at the decentralized level, to eradicate human poverty and ensure a higher quality of life.

In order to create these detailed poverty maps, we first define the virtual network of a country as a “who-calls-whom” network. This signifies the macro-level view of connections or social ties between people, dissemination of information or knowledge, or dispersal of services. As calls are placed for a variety of reasons, including request for resources, information dissemination, personal etc., CDRs provide an interesting way to construct a virtual network for Senegal.

We start by quantifying the accessibility of mobile connectivity in Senegal, both spatially and across the population, using the CDR data. This quantification measures the amount of communication across various regions in Senegal. The result is a virtual network for Senegal, which is depicted in Figure 1. The circles in the map correspond to regional capitals, and the edges correspond to volume of mobile communication between them. Thicker edges mean higher volume of communication. Bigger circles mean heavier incoming and outgoing communication for that region.

Figure 1: Virtual network for Senegal with MPI as an overlay

Source: Author’s rendering of the virtual network of Senegal based on the dataset of CDRs provided as a part of D4D Senegal Challenge 2015

Figure 1 also shows the regional poverty index[1] as an overlay. A high poverty index corresponds to very poor regions, which are shown lighter green on the map. It is evident that regions with plenty of strong edges have lower poverty, while most poor regions appear isolated. 

Now, how can we give a more detailed look at the distribution of poverty? Using the virtual network, we extract quantitative metrics indicating the centrality of each region in Senegal. We then calculate centrality measures of all the arrondissements[2] within a region. We then correlate these regional centrality measures with the poverty index to build a regression model. Using the regression model, we predict the poverty index for each arrondissement.

Figure 2 shows the poverty map generated by our model for Senegal at an arrondissement level. It is interesting to see finer disaggregation of poverty to identify pockets of arrondissement, which are most in need of sustained growth. The poorer arrondissements are shown lighter green in color with high values for the poverty index.

Figure 2: Predicted poverty map at the arrondissement level for Senegal with MPI as an overlay

Source: Author’s rendering of the virtual network of Senegal based on the dataset of CDRs provided as a part of D4D Senegal Challenge 2015.

What is next for call data records and other Big Data in relation to eradicating poverty and improving the human development?

This investigation is only the beginning. Since poverty is a complex phenomenon, poverty maps showcasing multiple perspectives, such as ours, provide policymakers with better insights for effective responses for poverty eradication. As noted above, these maps can be used for decomposing information on deprivation of health, education, and living standards—the main indicators of human development index.

Even more particularly, we believe that this Big Data and our models can generate disaggregated poverty maps for Senegal based on gender, the urban/rural gap, or ethnic/social divisions. Such poverty maps will assist in policy planning for inclusive and sustained growth of all sections of society. Our methodology is generic and can be used to study other socio-economic indicators of the society.

Like many uses of Big Data, our model is in its nascent stages. Currently, we are working towards testing our methodology at the ground level in Senegal, so that it can be further updated based on the needs of the people and developmental interventions can be planned. The pilot project will help to "replicate" our methodology in other underdeveloped countries.

In the forthcoming post-2015 development agenda intergovernmental negotiations, the United Nations would like to ensure the “measurability, achievability of the targets” along with identification of 'technically rigorous indicators' for development. It is in this context that Big Data can be extremely helpful in tackling extreme poverty.

Note: This examination was part of the "Data for Development Senegal" Challenge, which focused on how to use Big Data for grass-root development. We took part in the Data Challenge, which was held in conjunction with NetMob 2015 at MIT from April 7-10, 2015. Our team received the National Statistics prize for our project titled, "Virtual Network and Poverty Analysis in Senegal.” This blog reflects the views of the authors only and does not reflect the views of the Africa Growth Initiative.

[1] As a measure of poverty, we have used the Multidimensional Poverty Index (MPI), which is a composite of 10 indicators across the three areas: education (years of schooling, school enrollment), health (malnutrition, child mortality), and living conditions.

[2] Senegal is divided into 14 administrative regions, which are further divided into 123 arrondissements.

It is no secret that American elections are getting wildly expensive. If you are unlucky enough to live in a swing state or a state with a competitive race for US House, US Senate or Governor, you know that every even numbered year means frequent phone calls, a barrage of campaign mail, and endless television ads. Candidates want your vote, and sometimes it seems their strategy is to annoy the average voter into turning out to the polls.

However, beyond direct candidate appeals, outside groups are now spending heavily on competitive races of all types. Many statewide campaigns now cost tens of millions of dollars, and interest groups, PACs, and other organizations are ponying up with substantial sums to try to reach voters and do one of two things. They either try to convince you one candidate deserves your vote or dissuade you from voting for the other candidate.

How much money is flowing into races beyond what candidates themselves spend? The answer is staggering. Below we profile the 20 most expensive Senate races since 2010 in terms of independent expenditures. The chart shows not only how expensive races are, but the extent to which outside groups seek to influence electoral outcomes.  

This chart shows that races are getting more expensive. Among these races, only two (Colorado and Pennsylvania) are from 2010. Half (10) of the races are being waged this cycle, and even though data are updated through Sunday, the totals are certain to rise. Those ten races alone have totaled over $435 million in spending in those states.

The totals provide a small picture into the magnitude of money in American politics. The totals exclude direct candidate spending and spending by other, outside groups not subject to as rigorous FEC disclosure requirements.

As campaigns continue to become more expensive and outside groups see participation in elections as a path toward influencing outcomes of both races and policy, there is one political certainty: over the next two to four years, many of the campaigns on this list will be displaced by future, more expensive campaigns for the Senate.

Totaling more than $111,000,000.00, the 2014 North Carolina Senate contest between Kay Hagan and Thom Tillis is the most expensive Senate election in the nation’s history (not adjusted for inflation). As we investigated earlier this week, outside money has been flowing into American politics in the wake of the Supreme Court’s Citizens United decision in 2010.

When candidate and independent spending are combined, 2014 ranks among the most expensive, if not the most expensive, in history. However, understanding campaign spending takes more than a simple examination of total dollars. Spending differences across states can occur for a variety of reasons, including geographic size, population size, and the expense of media markets.

As a result, a more useful metric for understanding the magnitude of campaign activity is spending per voter, and 2014 offers an interesting case: Alaska. This year, Alaska saw a highly competitive Senate race in which both outside groups and candidates spend substantial amounts of money. Alaska ranks 47th in population with just over 700,000 residents and an estimated 503,000 eligible voters. After adjusting spending (both candidate and independent expenditures) for each state's estimated voting eligible population, Alaska's 2014 Senate race, unsurprisingly, ranks as the most expensive in US history.

Alaska originally ranked 6^th most expensive in 2014, with about $60 million spent total. But it jumps to first place in dollars spent per voter. Candidates and outside groups spent roughly $120 per voter in Alaska this year, about double the next most-expensive race, Montana 2012, where candidates and outside groups spent $66.5 per voter. By comparison, the $111 million Senate race in North Carolina—with a voting-eligible population of about 6,826,610—equaled only $16.25 per voter. That’s still far above the median spending per race for all three cycles ($7.3 per voter) but certainly serves to put the spending in context.

Relative to 2012 and 2014, in terms of both combined and per-voter spending, 2010 could be considered one of the cheaper cycles for Senate races thus far.

These data lend some support to the observation that, since Citizens (and more recently McCutcheon v. FEC) independent expenditures are quickly outpacing contributions to candidates. But given changes in reporting requirements and limited data, there is still a lot about outside spending we still don’t know.

All in all, candidate and outside group spending totaled just over a billion dollars in Senate races in 2014. The fact that North Carolina alone accounted for more than ten percent of that spending is astonishing, but no less remarkable is the intensity of spending per voter in Alaska. But if spending continues to grow as it has the last three election cycles, both of those records will likely be shattered in 2016.

Event Information

U.S. policy towards South Asia has changed considerably over the last seven decades. The nature of U.S. engagement with different countries in the region has varied over time, as has the level of U.S. interest. While India and Pakistan have received the most attention from Washington, the United States has also been engaging with Afghanistan, Bangladesh, Bhutan, Maldives, Nepal, and Sri Lanka, albeit to different degrees. 

On May 19, The India Project at Brookings hosted a panel discussion exploring the past and present U.S approaches towards South Asia, based on Senior Fellow Stephen Cohen’s new book, “The South Asia Papers: A Critical Anthology of Writings” (Brookings Institution Press, 2016). Panelists also assessed the Obama administration’s policies toward the region, and the challenges and opportunities that lie ahead for the next U.S. administration. Fellow Tanvi Madan, director of The India Project, moderated the discussion.

After the discussion, the panelists took questions.

Video

• U.S. policy toward South Asia: Past, present, and future

Audio

• U.S. policy toward South Asia: Past, present, and future

Transcript

• Uncorrected Transcript (.pdf)

Event Materials

• 20160519_south_asia_transcript

Five years pass so quickly. It seems like only yesterday that EU leaders were emerging from an unseemly and apparently ad hoc appointment process to announce that Catherine Ashton, a member of the British House of Lords and a recently appointed European trade commissioner, would be the first-ever high representative for foreign affairs and security policy -- a sort of EU foreign minister. One existential currency crisis and two Russian invasions of Ukraine later, the EU is picking her successor.

With the passage of time and the rush of events, the stakes have become much higher. Yet the EU continues to select its leaders as if its postmodern continental paradise were not under siege from the south, because of the disintegration of the Arab world, and to the east, thanks to Russian aggression. Just like last time, the selection of the new high representative, Federica Mogherini, was undignified, full of haggling, and more focused on her gender, party affiliation, and nationality than on her actual qualifications for the job. And those are few: Mogherini emerged from obscurity just a few months ago to become Italy’s foreign minister.

Critics look at Mogherini’s lack of experience and assume that the EU’s underperformance in foreign policy will continue. This is a real possibility, and with crises brewing to Europe’s east and south, this is a particularly bad moment for the EU to descend into a bout of internal squabbling. But Mogherini can transcend the process that selected her and be the foreign policy representative the EU needs if she learns a few lessons from the recent past.

Back in 2009, pundits were filled with hope about the new EU foreign policy chief. The post was new and newly empowered to set up a diplomatic corps, the European External Action Service (EEAS). Against this backdrop, the choice of Ashton, an unknown British politician with no foreign policy experience, came as a cold shower. Her appointment reinforced the perception that the EU leaders’ stated resolve to raise the union’s foreign policy profile was rhetorical rather than real.

Although understandable, both the high expectations and the subsequent disappointment were misplaced. Even a high representative with an impeccable résumé would not have turned the EU into a foreign policy juggernaut. After all, the EU high representative is not a U.S. secretary of state with plenty of space to set U.S. foreign policy, but a bureaucrat operating within the much narrower limits of intergovernmental decision-making. In the EU, it is the member states -- not Brussels -- that make decisions on the most consequential issues of foreign policy.

Ashton has operated well within this limited sphere and carefully picked her issues. She has understood that the role of the high representative must change depending on the degree of agreement among the states. When there is a strong consensus, the high representative’s role most closely resembles that of a normal foreign minister -- he or she has great leeway to devise and implement policies. The 2013 normalization of relations between Serbia and Kosovo is a good case in point: there was sufficient consensus among member states that Ashton was able to spearhead an agreement between the two countries, for which she deservedly earned credit.

If there is a lack of consensus but also an imbalance of interest among member states, ad hoc groups of interested member states tend to take the initiative -- as did the United Kingdom, France, and Germany in 2003 on Iran’s nuclear program and Poland and Lithuania during Ukraine’s 2004 Orange Revolution. The high representative’s task here is not to lead but to help devise a policy course acceptable to all member states and, once the policy has been created, lend it the political weight of the whole EU. Ashton has carefully interpreted this role in the nuclear talks with Iran, which she has conducted on behalf of the P5+1 (the five permanent members of the UN Security Council plus Germany).

Finally, when member states have conflicting interests and all care about a particular issue, as they often do with regard to Russia, the high representative is limited to proposing lowest-common-denominator options that, however unsatisfying, represent what the EU can reasonably do. Ukraine, for better or for worse, is an example in which it would serve the EU little for the high representative to try to lead the member states to a destination that they have not (at least yet) agreed they want to go.

The high representative’s job description thus includes policy shaping, consensus building, and conflict management skills. The measure of his or her success is less a function of foreign policy chops than of the interpersonal skills the representative brings to the job. Measured against these requirements, Ashton’s record is decent. By the same token, there might be less reason to worry about Mogherini than some expect.

Mogherini is the high representative that EU leaders want. She is a woman, she is from the center-left, and she compensates the Italians for their recent losses in the international ranking of influential countries. Perhaps most significant, thanks to her lack of experience and high profile, she is unlikely to be able to challenge the member states’ principal role in EU foreign policy. Attesting to this is the fact that a number of EU member states agreed to her appointment despite having expressed concerns about Italy’s tendency to seek accommodation with Russia at a moment when Russia is invading its neighbor. However unhappy these countries may be with Mogherini’s selection, they are confident that her personal opinion on Russia will not affect the EU’s consensus-based foreign-policy-making process.

Mogherini’s weaknesses are real, but if she concentrates on what the EU high representative can realistically do, she can turn them into strengths. Her lack of defined policy positions on most issues will allow her to reflect consensus when it exists and to rely on the EEAS, which Ashton so assiduously built, to implement policies. This might make her an effective bridge builder between member states that disagree and also allows her to be more supportive than someone with a more established profile when vanguard groups of interested states want to move forward on specific issues on their own. Her lack of gravitas is more an issue of relative inexperience than a lack of personality. If she interprets correctly the multitasking role of the high representative, her standing will grow accordingly, as has happened with Ashton. Even on Russia policy, Mogherini has a unique opportunity. Although EU members are divided on what to do, Russia’s escalating aggression in Ukraine is slowly bringing them together. As an Italian associated with a relatively pro-Russian stance, her eventual calls to confront the Kremlin could be all the more effective.

The EU and the United States need a more unified and effective European foreign policy. But the EU is what it is. A U.S.-style secretary of state with a strong vision and lust for the spotlight would not transform the union because he or she would lack the legal authority and political legitimacy to do so. But a good high representative can still move the EU in the right direction, as long as he or she understands the subtleties of the role. And with the support of skilled advisers from the EEAS, Mogherini can be the high representative the EU needs.

This piece was originally published in Foreign Affairs.

Editor's Note: This piece originally appeared in Foreign Policy.

The killing of Nasir al-Wuhayshi, reportedly via U.S. drone strike, is not just another notch in the belt of America’s long campaign against al-Qaida and its allies. Wuhayshi was one of al-Qaida’s top remaining leaders, and he is the highest-level death the organization has suffered since Osama bin Laden was killed in 2011. Wuhayshi headed al-Qaida’s most active affiliate, the Yemen-based al-Qaida in the Arabian Peninsula (AQAP), and was the designated successor of al-Qaida leader Ayman al-Zawahiri. His killing adds one more element of uncertainty to the turbulence in Yemen and may set AQAP on a new path. Which path, however, remains an open question.

Wuhayshi helped transform AQAP from a fractious organization on the edge of defeat to one that menaces both Yemen and the United States. A decade ago, Yemen’s jihadi movement seemed near defeat. In the aftermath of 9/11, the Yemeni government rounded up jihadis and imprisoned Wuhayshi, and it was Saudi Arabia, not Yemen, that was the focus of jihadis in the Arabian Peninsula. In 2003, al-Qaida sponsored the original AQAP’s uprising against the Saudi government. Several years later, most of AQAP’s Saudi members were dead or in jail, and its remnants had fled to Yemen. There, they mixed with Yemeni jihadis, including important figures like Wuhayshi, who had escaped from Yemen’s jails in 2006. In 2009, two regional Islamist groups merged and formally anointed themselves AQAP, basing their operations in Yemen and trying to unseat the government. As Osama bin Laden’s former secretary, Wuhayshi became the group’s leader and embraced al-Qaida’s emphasis on attacking Western targets.

The group made fitful progress, at times taking territory but often losing it quickly after alienating locals and proving vulnerable to government counterattacks. But when the government of Yemeni President Ali Abdullah Saleh fell in 2012 during the Arab Spring, AQAP tried to step into the void. Saleh’s successor, Abed Rabbo Mansour Hadi, pursued AQAP vigorously, but his weak government was unable to score any lasting successes.

In addition to its prowess in Yemen, AQAP has long been al-Qaida’s most active affiliate when it comes to taking on the West. The organization was behind the 2009 Christmas Day attempt to down a U.S. airliner over Detroit, a near-miss only foiled by the bomber’s incompetence and the quick thinking of the plane’s passengers. AQAP tried again in 2010, this time attempting to down U.S. cargo planes. The organization also attacked Western targets in Yemen, and puts out Inspire, a stylish English-language online publication that is one of al-Qaida’s more effective attempts to influence Western jihadis.

These AQAP efforts to attack the United States and the West, in general, led to a greater U.S. focus on Yemen and more drone attacks there. In 2011, the United States killed Anwar al-Awlaki, a U.S. citizen and AQAP member who helped lead the terrorist group’s campaign against targets in the United States and Europe. Awlaki has continued to inspire terrorists after his death, with Boston Marathon plotters downloading his sermons before their attack. Awlaki also inspired the Fort Hood shooter in 2009 and the attacks on the Charlie Hebdo office in 2015.

Wuhayshi’s death, however, comes as Yemen is falling apart. Earlier this year, Hadi’s government fell to the Houthi rebels, Yemeni Shiites who oppose both Yemen’s traditional order and the Sunni fanatics of AQAP who see Shiites as apostates. Alarmed by Houthi ties to Iran, Saudi Arabia has led an intervention in Yemen on Hadi’s behalf, bombing the Houthis and trying to reverse their gains. AQAP seems to be flourishing amid the chaos, as its enemies turn on one another.

But with Wuhayshi’s death, AQAP may find it difficult to further exploit the Yemeni civil war. Personal connections, reputation, and charisma play a bigger role in leadership in the jihadi cause than do formal rank, and it is not clear if Qasim al-Raimi, the designated new leader, can retain the support of the AQAP rank and file. There is always a chance, of course, that Raimi proves an even more effective leader than Wuhayshi, and some observers see him as “more dangerous and aggressive.” (Lest we forget: In 1992, the Israelis killed Hezbollah’s Secretary-General Abbas al-Musawi, one of the group’s most competent leaders. Musawi was replaced by Hassan Nasrallah, who has proven one of the most effective terrorist and guerrilla leaders in modern times.)

The bad news is that Raimi and AQAP may seek revenge, both out of genuine anger and to score points within the jihadi community. Al-Qaida’s chief bomb-maker, Ibrahim al-Asiri, may still be out there and has likely passed his sophisticated techniques on to others in Yemen.

The bad news is that Raimi and AQAP may seek revenge, both out of genuine anger and to score points within the jihadi community.

Over time, however, Wuhayshi’s death may push AQAP to focus even more on Yemen and less on the West. His close, personal ties to the al-Qaidacore may have been part of why AQAP was a steadfast ally of Zawahiri in his power struggle with the Islamic State. The opportunities and risks in the civil war are both tempting and frightening for AQAP. On the one hand, by taking up arms against the hated Shiites, AQAP can position itself as the defender of Yemen’s Sunnis, a strategy that has worked well for the Islamic State in Iraq and Syria. AQAP might gain more recruits and local support, while drawing foreign fighters and money from Sunnis eager to find yet another Shiite-Iran axis to oppose. Not surprisingly, AQAP has stepped up its operations against the Houthis in recent months.

AQAP also has an opportunity to govern. And the bad news for the West is that it has learned from its own many mistakes on this front. In the past when AQAP made gains, it tried to impose a strict version of Islamic law that alienated local communities. Now when its fighters seize territory, theywork with local tribal figures and other elites, avoiding the most controversial measures and trying to portray themselves as guardians, not overlords.

Wuhayshi’s death also comes at a time when the broader jihadi movement is split between backers of al-Qaida and supporters of the Islamic State, a struggle in which AQAP has long played an important role. As al-Qaida’s most active anti-Western affiliate, AQAP was important to Zawahiri’s claim that he was leading the struggle against the United States. Its strength in Yemen, moreover, also expanded al-Qaida’s presence and prestige to an important part of the Arab world. Islamic State supporters have already conducted attacks in Yemen, and the death of Wuhayshi offers them a chance to expand their influence there. The core leadership of AQAP is not likely to join the Islamic State, but some of its cells and supporters could break off if Raimi proves a weak leader.

For now, Wuhayshi’s death means the United States has another point in the struggle against the jihadi movement. In the long term, successful disruption is more likely if the United States and its allies can keep the pressure on AQAP, forcing its leaders to go on the run and hindering their ability to communicate — particularly difficult challenges for a group in transition under new leadership. Wuhayshi’s death also comes on the heels of the deaths of several other AQAP members, including its top ideologue and spokesman. Having to hide also makes it difficult for the group to govern, as its exposed leaders run the risk of being killed. But AQAP has lost many leaders before, yet remains a force to be reckoned with. So at best, this should be seen as winning a battle, not the war.

The death of Afghan Taliban leader Mullah Mansour in an American drone strike is a significant but not fatal blow to both the Taliban and their Pakistani Army patrons.

The critical question Afghans and Pakistanis are asking is whether this is a one-off or the beginning of a more aggressive American approach to fighting the war in Afghanistan.

Mullah Mansour became the Taliban's leader last year after it was revealed his predecessor, Mullah Omar, the founder of the Taliban, had been dead for two years from unknown causes.

Mullah Omar's death in a Pakistani hospital in Karachi had been covered up for two years by the Pakistani Army's intelligence service, the Inter Services Intelligence Directorate or ISI, and the cover-up allowed the ISI to manipulate the Taliban very effectively behind the scene. Mullah Mansour was the ISI's handpicked successor.

There was resistance to his selection by some Taliban commanders, but the ISI forced them to acquiesce.

Since the fall of Kabul to American and allied forces after 9/11, the Taliban leadership has made its headquarters in Quetta, the capital of Baluchistan province in Pakistan.

For 15 years the Quetta Shura, as the assembly of leaders is known, has been protected by the ISI in its Pakistani safe haven where it is free to plan operations, conduct training, raise money and prepare terrorist attacks to strike American, NATO and Afghan targets in Kabul and elsewhere. While drones pummeled Al Qaeda targets elsewhere in Pakistan, the Taliban leaders were immune.

So this operation is unprecedented, the first ever effort to decapitate the Afghan Taliban. Mullah Mansour apparently was killed in Baluchistan very close to the Afghan border. He pressed his luck too far it appears. It's too soon to know the details of how he was found, but he was likely visiting front-line commanders.

The ISI will find a successor. They will work with the powerful Haqqani network, inside the Taliban, which has its own sanctuary in Peshawar Pakistan. The challenge will be to hold together the fractious movement, especially as the so-called Islamic State (ISIS) is trying to rally dissidents to its cause and create an Islamic State Vilayet, or province, in Afghanistan. The ISI and the Haqqanis are prepared to be ruthless to keep control of the Taliban.

The elected Pakistani government led by Prime Minister Nawaz Sharif has been trying to persuade Mullah Mansour and the Quetta Shura to join in peace talks with the Afghan government, which is led by President Ashraf Ghani. The US and China have encouraged the political process. But Sharif has no power over the Pakistani military and its ISI minions.

Indeed, now that Prime Minister Sharif is engulfed in a scandal caused by the Panama papers, his goal is simply to survive in office, and some Pakistani political commentators expect the army to oust Nawaz Sharif in a soft coup this summer. The Afghan peace talks are not likely to get going as long as the army calls the shots in Pakistan.

The killing of Mansour in an unprecedented operation has produced elation in the Afghan security forces, who hope it does it actually does mark the start of more aggressive attacks against the safe havens in Pakistan. But that's probably a misplaced hope. A discreet operation in the border region is not the equivalent of hitting targets deeper inside Pakistani territory.

Inevitably, the attack will be another blow to U.S.-Pakistan relations, even if both Washington and Islamabad try to paper it over. The U.S. Congress, after years of passively accepting Pakistani duplicity, has become much less willing to fund arms deals and aid to the Pakistani army. A recent administration proposal to sell F16 jets to the Pakistani military at sweetheart prices has been killed, wisely, on The Hill.

The next U.S. president will confront a complex and worrisome challenge in Afghanistan and Pakistan. It is not quite as bad as the disaster President Barack Obama inherited eight years ago, but it is one of the toughest foreign policy issues the next team will face. What do the candidates think they can do about it? It's not too early to start pressing them for answers.

This piece was originally published by The Daily Beast.

Event Information

While countless factors have contributed to China’s dramatic economic transformation, the groundbreaking economic reforms instituted by Premier Zhu Rongji from 1998 to 2003 were critical in setting the stage for China to become one of the world’s dominant economic powers. From combatting corruption and inefficient state-owned enterprises at home to engineering China’s ascension to the World Trade Organization, Zhu left behind a legacy on which successive administrations have sought to build. What similarities, differences or parallels can be drawn between Zhu’s time and today? And what lessons can China’s current leaders learn from Zhu’s reforms?

On January 9, the John L. Thornton China Center at the Brookings Institution launched the second English volume of Zhu Rongji: On The Record (Brookings Press, 2015), which covers the critical period during which Zhu served as premier between 1998-2003. In addition to highlighting Zhu’s legacy, this event also featured public panel discussions outlining the past, present and future of Chinese economic reform and its impact domestically and internationally.

Audio

• Chinese Economic Reform: Past, Present and Future - Part 1
• Chinese Economic Reform: Past, Present and Future - Part 2

Transcript

• Transcript (.pdf)

Event Materials

• 20150109_china_economic_reform_transcript

In her February 25 Brookings report, Dr. Dale Farran questions the scientific case for endorsing widespread policy in preschool education. Indeed, she argues that enthusiasm for public preschool and its promise is “premature.” Her argument is founded on three points—that the data on impact is mixed, that we do not have scientific direction with respect to the key quality constructs, and that our measurement of these constructs lack empirical validity. There is a grain of truth in each of these statements. Yet, a closer look reveals that when the data are focused on high quality preschools, the weight of the evidence for effectiveness is compelling. The early childhood science is at least evidence informed on the skill sets that will promote later school and life success and valid measures exist for many of the important outcomes. While there is always more to be learned, the bulk of the scientific community contends that high quality preschool programs will play a role in preparing young children for success in school and beyond.

There is no doubt that the literature looking for relationships between preschool access and school readiness outcomes in literacy, mathematics, and other domains are mixed.  Both the Head Start Impact Study and recent findings from Farran’s own Tennessee pre-k study (Lipsey et al., 2015) indicate that preschool of less than high quality produce only modest short-term gains. 

The data do not look bleak, however, when we look across preschool outcomes in the aggregate. And when high quality programs are investigated, whether in well-controlled studies of intensive models (e.g., Perry and Abecedarian) or in studies of strong public programs in Boston (Weiland & Yoshikawa, 2013), Cincinnati (Karoly & Auger, 2016), New Jersey (Barnett et al., 2013), North Carolina (Peisner-Feinberg et al., 2015), and Tulsa (Hill et al., 2015), the results are downright promising  (Yoshikawa et al., 2013; Minervino. 2014). Society reaps benefits from fostering early skill development, as children participating in high quality preschool programs had lower rates of grade retention, less need for special education, decreased antisocial behavior, and greater productivity as adults (Reynolds & Temple, 2015; Cunha & Heckman, 2006). In 2014, over 1,200 scientists who work in the area of early education signed the ECE Consensus Letter for Researchers, attesting to the mountains of data in support of the role of preschool education in improving child outcomes in social development, language, pre-literacy, and mathematics.

Though Farran’s brief reviews only data from the United States, a growing literature suggests that preschool education has long and lasting and causal effects on outcomes around the globe (Atinc & Gustafsson-Wright, 2013). For example, an impact evaluation of a preschool program in Mozambique found that the program increased on-time enrollment into primary school among beneficiaries by 22 percent relative to the children in the control group. Enrolled children also experienced a 6 percent increase in fine motor development, and an 87 percent increase in cognitive development. More importantly, this is not just a story of “everything is bleak in the developing world so the program is bound to have an impact.”

With compelling data in the United States and across the globe, one might ask why there is such a great divide between Farran’s interpretation and that of the wider academic community? One reason appears to be that Farran discounts any data that did not emerge from random assignment longitudinal studies. While correlational studies are not the gold standard, they are informative. Surely practitioners and policymakers would not dismiss data on parenting practices because children were not randomly assigned to parents. Further, in the area of preschool education, there is no difference in findings between randomized trials and other methodologies with respect to targeted cognitive, achievement-related outcomes when other study and program features are taken into account (Duncan & Magnuson, 2013; Camilli et al., 2010). 

Farran also discounts many of the randomized trials because she says they do not tell us enough about cause and effect. She writes of the famous Abecedarian and Perry Preschool studies:

The primary difficulty with this approach as a basis for designing interventions is that there is no way to identify what specifically changed about children’s abilities that enabled them to perform better in school or to link those changes to any particular set of active ingredients in the treatment. Neither Perry nor Abecedarian explicitly describes beyond the broadest level the “treatment” that brought about their positive effects.

But the children did improve, and at some level—while it would be wonderful to isolate the exact recipe for preschool success—we need not deny children the benefits of preschool while scientists probe for the precise combinations of active ingredients that yield the best results. Consider an analogy: the impact of storybook reading on children. While numerous studies document that reading storybooks with children in a joint way improves vocabulary and early literacy, we have yet to isolate the exact causal factors that matter in book reading. Perhaps it is the cuddling that occurs between child and parent; perhaps this crucial unstudied variable is the key that has not yet been turned. But no one would argue that we should stop book reading as a way to foster young children’s interest in reading. So it is with preschool. A quality preschool can heighten young children’s desire to attend school and prepare them for learning—even if all the ingredients in the magic sauce have not yet been identified.

In short, the evidence does provide models of high quality preschool that effectively prepare children for entrée into school and that change a child’s trajectory toward success. Not knowing the exact mechanisms by which preschool exerts its impact is secondary to the fact that poor children need good preschools now and we know how to provide them.

Farran raises the very important point that a narrow focus on only reading and math outcomes would be misplaced in our quest to build high quality preschool curricula. We could not agree more. She goes on to write, however, that “premature as well is the presumption that solid research exists to guide the content and structure of pre-K programs.”

Here we beg to differ. There are thousands of studies that speak to the skill sets children need to achieve success in the changing world. Reading and math are among these skills—collectively bundled under what Golinkoff and Hirsh-Pasek (2016) call “content skills.” But there is overwhelming evidence that children need to master skills that move beyond just reading and math. Content knowledge has, at its base, language and executive function skills. Language is the medium of instruction and executive function skills empower children with the ability to control their impulses and attend. Flexibility and working memory (Galinsky, 2010; Blair, 2016), also part of executive function, enable children to shift gears and remember what they have been told. But even language and executive function are not enough. Children must be prepared to participate alongside others (collaboration), to question when they are unclear (critical thinking) (Kuhn, 1999), and to have the persistence needed to stick with difficult problems—grit (Duckworth et al., 2007). These skills have been tested, are predictive of later achievement, have been shown to be malleable and to relate to academic, social, and learning outcomes in school.

Farran argues that we cannot provide high quality preschool because we lack strong measures of quality. Again, there is some truth in her assertion, but it seems to us somewhat confused. Farran mixes together policy benchmarks, measures of classroom practice, and child outcome measures. All are useful, but for different purposes. The first is meant to set a floor across many domains including health and safety. The second is designed for providing feedback on classroom practice. The last allows us to assess children’s wellbeing and progress. Well-designed continuous improvement systems for pre-K have detailed standards for learning and teaching that align with assessments of classroom practice and systems operation as well as with child assessments. Together with program standards these can provide a clear vision of high quality. They set high expectations for children’s learning and development and for pedagogy. Our ability to specify all of this exceeds our ability to measure it with reasonable investments of time and money. Nevertheless, classroom observation measures and child assessments as elements of a continuous improvement system help inform teachers and administrators about where they are and what steps they need to take next (Hall et al., 2012; Sylva et al., 2006; Williford et al., 2013). None of us would argue that this is easy, or that any single measure of classroom quality or child development is sufficient. Providing guidance for the improvement of learning and teaching is hard work and domain specific, but it is not futile.

Farran closes her report by suggesting that “[the] proposition that expanding pre-K will improve later achievement for children from low-income families is premature.” Perhaps instead it is Farran’s prognosis that is overly pessimistic. Research to date indicates that sustained access to high quality preschool does alter the trajectory of low-income children who are otherwise not exposed to early math and to age-appropriate books. In several now classic studies, the effects of a quality preschool education has far reaching consequences linked to not only reading and math, but to fewer incarcerations, teen pregnancies, and higher employment well into adulthood. As economists have shown, high quality early learning programs save money for society—a finding that has been replicated in different programs across the globe—in the United States, Canada, the U.K., and Mozambique.

Do we need to know more about what constitutes high quality and how to harness this reliably? Absolutely. But science offers evidence-based and evidence-informed advice on what has worked and what should work when brought to scale. We have an obligation to use the best science to serve our struggling children. Recent surveys indicate that a majority of the American public—Republican and Democrat—agrees that all children deserve a chance to reach their fullest potential. Let the science progress and let us use what we know at this point in time to meet the promise that all children should have a fighting chance to succeed. Better to light a candle than curse the darkness.

Justin Wolfers, professor of Economics and Public Policy at the University of Michigan, re-joins Brookings, Vice President and Economic Studies Co-Director Karen Dynan announced today.  Wolfers was a visiting fellow from 2010-2011.

A world-renowned empirical economist, Wolfers will continue in his role as co-editor, along with David Romer of the University of California, of the Brookings Papers on Economic Activity (BPEA), the flagship economic journal of the Institution.  He will continue his focus on labor economics, macroeconomics, political economy, economics of the family, social policy, law and economics, public economics, and behavioral economics. His appointment as senior fellow will last 13 months.

Wolfers is also a research associate with the National Bureau for Economic Research, a research affiliate of the Centre for Economic Policy Research in London, a research fellow of the German Institute for the Study of Labor, and a senior scientist for Gallup, among other affiliations. He is a contributor for Bloomberg View, NPR Marketplace, and the Freakonomics website and was named one of the 13 top young economists to watch by the New York Times.  Wolfers did his undergraduate work at the University of Sydney, Australia and received his Master’s and Ph.D. in Economics from Harvard University.  He is a dual Australian-U.S. national and was once an apprentice to a bookie which led to his interest in prediction markets. 

“We are pleased to re-welcome Justin back to Economic Studies,” said Dynan. “His work continues to challenge the conventional wisdom, and we look forward to collaborating with him once again.” 

“Justin is outstanding at communicating economic ideas to a wide audience, as evidenced by his regular writings for media as well as his large social media presence,” added Ted Gayer, co-director of Economic Studies.

“I have enormous affection for the Brookings Institution, which provides not only a home for deep scholarly research, but also an unmatched platform for engaging the policy debate,” said Wolfers.  “The Economic Studies program has a rich history of being the go-to place for policymakers, and I look forward to coming back and engaging in debate with my colleagues there.”

“When I go to meetings today, I see more women, and I see many more younger women coming into the field.  But what’s really struck me, as I’ve been thinking about this issue of women in foreign policy in the last couple years, is the difference between presence and voice.  There are many more women working in foreign policy today, but you don’t see the same proportion of women prominent in foreign policy speaking in the media, in senior positions, or even when you’re all in the room together sitting at the table and speaking as the lead speaker at a conference.  It’s that distinction between presence and voice and what accounts for that gap.  That’s what I find both fascinating and frustrating.”—Tamara Wittes

Show Notes

The Absence of Women from Middle East Policy Debates: An Update

Women still overlooked in vital peacekeeping process, study finds

An All-Women Symposium: The Missing XX-Factor

Foreign Policy Interrupted

Women Are Underrepresented In Cable News Segments On Foreign Affairs, National Security 

With thanks to audio engineer and producer Zack Kulzer, Mark Hoelscher, Carisa Nietsche, Sara Abdel-Rahim,  Eric Abalahin, Fred Dews and Richard Fawal.

Subscribe to the Intersections on iTunes, and send feedback email to intersections@brookings.edu.

Event Information

With ongoing crises in Ukraine, Syria, and other regions of the world, U.S. global leadership is arguably as critical now as it has ever been. However, many question how the United States should exercise its leadership, what foreign policy agenda it should pursue, and how it should configure its military and security agencies going forward. In a recent speech at West Point, President Obama laid out his foreign policy agenda for the remainder of his presidency. While the Obama Administration will pursue the president’s agenda as laid out at West Point, others in Washington have different views on how best to manage U.S. foreign policy going forward.

On June 11, the Foreign Policy Program at Brookings will host Senator John McCain (R-AZ), former presidential candidate and member of the Senate Committee on Foreign Relations, for an address on the future of U.S. foreign and security policy. The address will be introduced by Brookings Senior Fellow and Director of Research for Foreign Policy Michael O’Hanlon, and the discussion following the Senator’s address will be moderated by Senior Fellow Robert Kagan.

After the program, Senator McCain will take audience questions.

Join the conversation on Twitter using #McCain

Event Information

In a close referendum last week, voters in the United Kingdom voted to leave the European Union, setting off financial and political shockwaves in Europe and around the world. British PM David Cameron has resigned, while Scotland has renewed calls for another independence referendum, global stock markets lost nearly $2 trillion on Friday, and the British pound is at a 30-year low. Many view the British referendum as commentary not only on economic and immigration trends in the UK, but as a possible forecast of the broader wave of anti-globalization and nationalistic political movements in the U.S. and Europe.

On June 29, Brookings hosted a discussion of the immediate fallout and medium- to long-term consequences of Britain’s departure from the EU. Panelists addressed how the process of exiting the EU might unfold, effects on the U.S.-U.K. and U.S.-EU security and trade relationships, on global development, and the future of the EU project.

Join the conversation on Twitter using #Brexit.

Video

• Brexit sends shockwaves: What now?

Audio

• Brexit sends shockwaves: What now?

Transcript

• Uncorrected Transcript (.pdf)

Event Materials

• 20160629_brexit_transcript

Analysis of dozens of publicly created redistricting plans shows that map-making technology can improve political representation and detect a gerrymander.  In 2012, President Obama won the vote in Ohio by three percentage points, while Republicans held a 13-to-5 majority in Ohio’s delegation to the U.S. House. After redistricting in 2013, Republicans held 12 of Ohio’s House seats while Democrats held four. As is typical in these races, few were competitive; the average margin of victory was 32 points. Is this simply a result of demography, the need to create a majority-minority district, and the constraints traditional redistricting principles impose on election lines—or did the legislature intend to create a gerrymander?

Crowd-Sourced Redistricting Maps

In the Ohio elections, we have a new source of information that opens a window into the legislature’s choice: Large numbers of publicly created redistricting plans.

During the last round of redistricting, across the country thousands of people in over a dozen states created hundreds of legal redistricting plans. Advances in information technology and the engagement of grassroots reform groups made these changes possible. To promote these efforts we created the DistrictBuilder open redistricting platform and many of these groups used this tool to create their plans.

Over the last several years, we have used the trove of information produced by public redistricting to gain insight into the politics of representation. In previous work that analyzed public redistricting in Virginia^[1], and in Florida^[2], we discovered that members of the public are capable of creating legal redistricting plans that outperform those maps created by legislatures in a number of ways.

Public redistricting in Ohio shows something new—the likely motives of the legislature. This can be seen through using information visualization methods to show the ways in which redistricting goals can be balanced (or traded-off) in Ohio , revealing the particular trade-offs made by the legislature.

The figure below, from our new research paper^[3], shows 21 plots—each of which compares legislative and publicly-created plans using a pair of scores—altogether covering seven different traditional and representational criteria. A tiny ‘A’ shows the adopted plan. The top-right corner of each mini-plot shows the best theoretically possible score. When examined by itself, the legislative plan meets a few criteria: it minimizes population deviation, creates an expected majority-minority seat, and creates a substantial majority of districts that would theoretically be competitive in an open-seat race in which the statewide vote was evenly split.

Figure 1: Pairwise Congressional Score Comparisons (Scatterplots) - Standardized Scores

In previous rounds of redistricting, empirical analysis would stop here—unless experts were called in to draw alternative plans in litigation. However, the large number of public plans now available allows us to see other options, plans the legislature could readily have created had it desired to do so. Comparison of the adopted plans and public plans reveal the weakness of the legislature’s choice. Members of the public were able to find plans that soundly beat the legislative plan on almost every pair of criteria, including competitive districts.

So why was the adopted plan chosen? Information visualization can help here, as well, but we need to add another criterion—partisan advantage:

Pareto Frontier: Standard Criteria vs. Democratic Surplus

When we visualize the number of expected Democratic seats that was likely to result from each plan, and compare this to the other score, we can see that the adopted plan is the best at something— producing Republican seats.

Was Ohio gerrymandered? Applying our proposed gerrymandering detection method, the adopted plans stands in high contrast to the public sample of plans, even if the overall competition scoring formula is slightly biased towards the Democrats, as strongly biased towards the Republicans on any measure of partisan fairness. Moreover analyzing the tradeoffs among redistricting criteria illuminate empirically demonstrates what is often suspected, but is typically impossible to demonstrate—that had the legislature desired to improve any good-government criterion—it could have done so, simply by sacrificing some partisan advantage. In light of this new body of evidence, the political intent of the legislature is clearly displayed.

However, when politics and technology mix, beware of Kranzberg’s first law: “Technology is neither good nor bad; nor is it neutral.”^[4] Indeed there is an unexpected and hopeful lesson on reform revealed by the public participation that was enabled by new technology. The public plans show that, in Ohio, it is possible to improve the expected competitiveness, and to improve compliance with traditional districting principles such as county integrity, without threatening majority-minority districts simply by reducing partisan advantage—this is a tradeoff we should gladly accept.