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11. Jordan: The Elements of a Growth Strategy

Author:
Ricardo Hausmann, Tim O'Brien, Miguel Angel Santos, Ana Grisanti, Semiray Kasoolu, Nikita Taniparti, Jorge Tapia, and Ricardo Villasmil
Publication Date:
02-2019
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
In the decade 1999-2009, Jordan experienced an impressive growth acceleration, tripling its exports and increasing income per capita by 38%. Since then, a number of external shocks that include the Global Financial Crisis (2008-2009), the Arab Spring (2011), the Syrian Civil War (2011), and the emergence of the Islamic State (2014) have affected Jordan in significant ways and thrown its economy out of balance. Jordan’s debt-to-GDP ratio has ballooned from 55% (2009) to 94% (2018). The economy has continued to grow amidst massive fiscal adjustment and balance of payments constraints, but the large increase in population – by 50% between 2008 and 2017 – driven by massive waves of refugees has resulted in a 12% cumulative loss in income per capita (2010-2017). Moving forward, debt sustainability will require not only continued fiscal consolidation but also faster growth and international support to keep interest payments on the debt contained. We have developed an innovative framework to align Jordan’s growth strategy with its changing factor endowments. The framework incorporates service industries into an Economic Complexity analysis, utilizing the Dun and Bradstreet database, together with an evaluation of the evolution of Jordan’s comparative advantages over time. Combining several tools to identify critical constraints faced by sectors with the greatest potential, we have produced a roadmap with key elements of a strategy for Jordan to return to faster, more sustainable and more inclusive growth that is consistent with its emerging comparative advantages.
Topic:
Labor Issues, Women, GDP, International Development, and Economic growth
Political Geography:
Middle East and Jordan

12. Place-specific Determinants of Income Gaps: New Sub-National Evidence from Chiapas, Mexico

Author:
Ricardo Hausmann, Carlo Pietrobelli, and Miguel Angel Santos
Publication Date:
07-2018
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
The literature on income gaps between Chiapas and the rest of Mexico revolves around individual factors, such as education and ethnicity. Yet, twenty years after the Zapatista rebellion, the schooling gap between Chiapas and the other Mexican entities has shrunk while the income gap has widened, and we find no evidence indicating that Chiapas indigenes are worse-off than their likes elsewhere in Mexico. We explore a different hypothesis. Based on census data, we calculate the economic complexity index, a measure of the knowledge agglomeration embedded in the economic activities at a municipal level in Mexico. Economic complexity explains a larger fraction of the income gap than any individual factor. Our results suggest that chiapanecos are not the problem, the problem is Chiapas. These results hold when we extend our analysis to Mexico’s thirty-one federal entities, suggesting that place-specific determinants that have been overlooked in both the literature and policy, have a key role in the determination of income gaps.
Topic:
Development, Economics, Migration, Political Economy, and Economic Inequality
Political Geography:
Central America, Mexico, and Chiapas

13. Measuring Venezuela Emigration with Twitter

Author:
Ricardo Hausmann, Julian Hinz, and Muhammad A. Yildirim
Publication Date:
05-2018
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Venezuela has seen an unprecedented exodus of people in recent months. In response to a dramatic economic downturn in which inflation is soaring, oil production tanking, and a humanitarian catastrophe unfolding, many Venezuelans are seeking refuge in neighboring countries. However, the lack of official numbers on emigration from the Venezuelan government, and receiving countries largely refusing to acknowledge a refugee status for affected people, it has been difficult to quantify the magnitude of this crisis. In this note we document how we use data from the social media service Twitter to measure the emigration of people from Venezuela. Using a simple statistical model that allows us to correct for a sampling bias in the data, we estimate that up to 2.9 million Venezuelans have left the country in the past year.
Topic:
Migration, Financial Crisis, Refugees, Internet, and Social Media
Political Geography:
South America and Venezuela

14. Appraising the Economic Potential of Panama: Policy Recommendations for Sustainable and Inclusive Growth

Author:
Ricardo Hausmann, Miguel Angel Santos, and Juan Obach
Publication Date:
05-2017
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
This report aims to summarize the main findings of the project as gathered by the three baseline documents, and frame them within a coherent set of policy recommendations that can help Panama to maintain their growth momentum in time and make it more inclusive. Three elements stand out as cornerstones of our proposal: (i) attracting and retaining qualified human capital; (ii) maximizing the diffusion of know-how and knowledge spillovers, and (iii) leveraging on public-private dialog to tackle coordination problems that are hindering economic activity outside the Panama-Colón axis.
Topic:
Development, Economics, Economic growth, and Economic Policy
Political Geography:
Central America and Panama

15. Institutions vs. Social Interactions in Driving Economic Convergence: Evidence from Colombia

Author:
Michele Coscia, Timothy Cheston, and Ricardo Hausmann
Publication Date:
02-2017
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Are regions poor because they have bad institutions or are they poor because they are disconnected from the social channels through which technology diffuses? This paper tests institutional and technological theories of economic convergence by looking at income convergence across Colombian municipalities. We use formal employment and wage data to estimate growth of income per capita at the municipal level. In Colombia, municipalities are organized into 32 departamentos or states. We use cellphone metadata to cluster municipalities into 32 communication clusters, defined as a set of municipalities that are densely connected through phone calls. We show that these two forms of grouping municipalities are very different. We study the effect on municipal income growth of the characteristics of both the state and the communication cluster to which the municipality belongs. We find that belonging to a richer communication cluster accelerates convergence, while belonging to a richer state does not. This result is robust to controlling for state fixed effects when studying the impact of communication clusters and vice versa. The results point to the importance of social interactions rather than formal institutions in the growth process.
Topic:
Development, Economics, Science and Technology, Economic growth, and Institutions
Political Geography:
Colombia and South America

16. Welcome Home in a Crisis: Effects of Return Migration on the Non-migrants' Wages and Employment

Author:
Ricardo Hausmann and Ljubica Nedelkoska
Publication Date:
01-2017
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Over the past few decades, migration from developing to developed countries was often viewed as 'brain drain', as talented workers were forced out of their home countries due to lack of competitive opportunities. The population that left these countries and settled in the more economically advanced parts of the world have, over time, acquired financial capital and built social networks within host countries. Hence, while the home countries were still suffering from the scarcity of knowhow, significant shares of their populations began to actively engage in more productive economies. It seems that, through migration, developing countries had unexpectedly created significant networks of human and financial capital abroad. But are these foreign networks transferring knowhow back to their home countries? It turns out that those same reasons that induced the economic migration in the first place, often make it difficult for migrants to engage afterwards. What would happen, however, if a large proportion of these diasporas was forced to return back to their home country - would that lead to knowhow transfer? Our study investigates the impact of such an abrupt return migration wave between Greece and Albania.
Topic:
Development, Migration, Labor Issues, Developing World, and Economy
Political Geography:
Europe, Eastern Europe, Greece, and Albania

17. Explaining the Prevalence, Scaling and Variance of Urban Phenomena

Author:
Andres Gomez-Lievano, Oscar Patterson-Lomba, and Ricardo Hausmann
Publication Date:
12-2016
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
The prevalence of many urban phenomena changes systematically with population size1. We propose a theory that unifies models of economic complexity2, 3 and cultural evolution4 to derive urban scaling. The theory accounts for the difference in scaling exponents and average prevalence across phenomena, as well as the difference in the variance within phenomena across cities of similar size. The central ideas are that a number of necessary complementary factors must be simultaneously present for a phenomenon to occur, and that the diversity of factors is logarithmically related to population size. The model reveals that phenomena that require more factors will be less prevalent, scale more superlinearly and show larger variance across cities of similar size. The theory applies to data on education, employment, innovation, disease and crime, and it entails the ability to predict the prevalence of a phenomenon across cities, given information about the prevalence in a single city.
Topic:
Economics, Urbanization, Employment, and Economic Theory
Political Geography:
Global Focus and United States of America

18. Exploring the Uncharted Export: An Analysis of Tourism-Related Foreign Expenditure with International Spend Data

Author:
Michele Coscia, Ricardo Hausmann, and Frank Neffke
Publication Date:
11-2016
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Tourism is one of the most important economic activities in the world: for many countries it represents the single largest product in their export basket. However, it is a product difficult to chart: "exporters" of tourism do not ship it abroad, but they welcome importers inside the country. Current research uses social accounting matrices and general equilibrium models, but the standard industry classifications they use make it hard to identify which domestic industries cater to foreign visitors. In this paper, we make use of open source data and of anonymized and aggregated transaction data giving us insights about the spend behavior of foreigners inside two countries, Colombia and the Netherlands, to inform our research. With this data, we are able to describe what constitutes the tourism sector, and to map the most attractive destinations for visitors. In particular, we find that countries might observe different geographical tourists' patterns - concentration versus decentralization -; we show the importance of distance, a country's reported wealth and cultural affinity in informing tourism; and we show the potential of combining open source data and anonymized and aggregated transaction data on foreign spend patterns in gaining insight as to the evolution of tourism from one year to another.
Topic:
Economics, Political Economy, and Tourism
Political Geography:
Europe, Colombia, South America, and Netherlands

19. Special Economic Zones in Panama: Technology spillovers from a labor market perspective

Author:
Ricardo Hausmann, Juan Obach, and Miguel Angel Santos
Publication Date:
10-2016
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Special Economic Zones (SEZ) have played an important role in Panama's successful growth story over the previous decade. SEZ have attracted local and foreign investment by leveraging a business-friendly environment of low transaction costs, and created many stable, well-paid jobs for Panamanians. Beyond that, SEZ shall be assessed as place-based policy by their capacity to boost structural transformations, namely attracting new skills and more complex know-how not to be found in the domestic economy. The aim of this paper is to evaluate the three largest SEZ in Panama: Colon Free Zone, Panama-Pacific, and City of Knowledge. Our results suggest that SEZ have been successful as measured by static indicators, such as foreign investment, job creation and productivity. We also find that SEZ have boosted inflows of high-skill immigrants, who are most likely generating positive knowledge spillovers on Panamanians productivity and wages. However, significant legal instruments and institutional designs are preventing Panama from taking full advantage of the skill variety hosted at the SEZ. Complex immigration processes inhibiting foreigners from transitioning out of the SEZ, a long list of restricted professions and even citizenships considered as a national security concern, are hindering the flow of knowledge, keeping the benefits coming from more complex multinational companies locked inside the gates of SEZ.
Topic:
Business, Economic growth, Investment, and Special Economic Zones
Political Geography:
Central America and Panama

20. Shifting Gears: A Growth Diagnostic of Panama

Author:
Ricardo Hausmann, Luis Espinoza, and Miguel Angel Santos
Publication Date:
10-2016
Content Type:
Working Paper
Institution:
The John F. Kennedy School of Government at Harvard University
Abstract:
Leveraging on the Canal, Panama has a developed a major comparative advantage in the exportable services sector. In turn, the stellar growth in this sector has spurred the demand for construction, which has been key to promote upward social mobility and increase labor productivity. But there are signs that this sector is receding, incapable of sustaining growth rates that are higher than the rest of the economy. This threatens to undo some of the progress made in terms of reducing income inequality and poverty in the country, and have the potential to stir social unrest. To face these new challenges, Panama must increase its stock of human capital by improving the quality of education, which is among the lowest in the world. Meanwhile, the country must open up to high-skilled immigration by removing harmful restrictions. To fully profit from immigration, it is equally important to maximize the diffusion of these skills and promote know- how spill overs through adequate policy. Finally, Panama must strengthen its institutions and reduce red tape and corruption, which most firms currently consider the most binding constraint to growth.
Topic:
Development, Immigration, Infrastructure, Economic growth, Institutions, and Human Capital
Political Geography:
Central America and Panama