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  • Working Papers

    Hausmann, R., Santos, M.A. & Obach, J., 2017

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

    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 […]
    Growth Lab

    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.

  • Working Papers

    Barrios, D., et al., 2018

    Baja California: Insumos para el desarrollo de recomendaciones

    En primer lugar, en este reporte se realizó una consolidación de los principales hallazgos de las investigaciones previas relativas al estado. En términos generales, se planteó que la entidad destaca […]
    Growth Lab

    En primer lugar, en este reporte se realizó una consolidación de los principales hallazgos de las investigaciones previas relativas al estado. En términos generales, se planteó que la entidad destaca por ser una de las más prospera del país, pero, al mismo tiempo, por haber exhibido un virtual estancamiento económico durante los últimos años. Esta situación se explicaría, en gran medida, por el efecto de la crisis financiera en Estados Unidos sobre su demanda por exportaciones, pero también por factores más específicos al estado, tales como el mayor impacto de la recesión estadounidense producto de la integración multidimensional de la entidad con California (incluyendo la inmobiliaria) y el shock tecnológico que afectara la producción de televisores, su producto de exportación más importante. Por otro lado, como principales restricciones a la diversificación productiva y el crecimiento económico en el futuro, se identificaron los problemas de inseguridad que vive el estado, así como su significativa dependencia de la actividad maquiladora. Este último elemento resulta relevante podría llevar a sobre-estimar las capacidades productivas existentes y hacer a la entidad más vulnerable a pequeños cambios regulatorios, tecnológicos o de demanda.

    Posteriormente se presentó una descripción de las estrategias de desarrollo económico actuales encabezadas por autoridades a diversos niveles. Para ello, se realizó un mapeo de la oferta de programas públicos productivos y los actores que intervienen en su diseño y ejecución en base al Plan de Desarrollo Estatal 2014-2019, los Planes Municipales de Tijuana (2017-2019) y Mexicali (2017-2019) la Ley de Desarrollo Económico del Estado, la Agenda de Innovación, el Sistema Estatal de Indicadores, y la información cualitativa recogida durante visitas a la entidad. Esta revisión sistemática puso de relieve que el diseño de las estrategias de desarrollo económico ha contemplado, en su mayoría, proyectos con alcance vertical y un foco en la provisión de diferentes clases de insumos públicos. Esto resulta positivo toda que son precisamente este tipo de políticas las que presentan un mayor potencial para reducir los problemas de coordinación entre el sector público y privado y, por tanto, resultar en aumentos en la productividad. Sin perjuicio de lo anterior, es posible identificar obstáculos que inhiben una implementación eficiente de las estrategias. En particular, la falta de un proceso consultivo y guiado para la asignación de estímulos y la inexistencia de mecanismos para recolectar información sobre los factores que puedan desalentar la llegada de inversiones.

  • Working Papers

    Shah, K., 2022

    Diagnosing South Africa’s High Unemployment and Low Informality

    This report analyzes the causes and consequences of South Africa’s high rates of unemployment and the unique nature of labor market exclusion in the country. It leverages a combination of […]
    Growth Lab

    This report analyzes the causes and consequences of South Africa’s high rates of unemployment and the unique nature of labor market exclusion in the country. It leverages a combination of new quantitative analysis using South African datasets and international datasets for benchmarking, together with synthesis of existing literature and case studies. The goal is to: (1) characterize the challenge of labor market exclusion in South Africa, (2) identify ways in which this is similar and different to other countries, (3) understand what drives the unique challenges of the labor market in South Africa, and (4) narrow down what policy areas are most important to address the underlying drivers. This report takes a diagnostic approach to understand the causes of South Africa’s unique pattern of low informality.

    Related project: Accelerating Growth Through Inclusion in South Africa

  • Working Papers

    Coscia, M., Hausmann, R. & Neffke, F., 2016

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

    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 […]
    Growth Lab
  • Working Papers

    Hausmann, R., et al., 2023

    Growth Through Inclusion in South Africa

    It is painfully clear that South Africa is performing poorly, exacerbating problems such as inequality and exclusion. The economy’s ability to create jobs is slowing, worsening South Africa’s extreme levels […]
    Growth Lab

    It is painfully clear that South Africa is performing poorly, exacerbating problems such as inequality and exclusion. The economy’s ability to create jobs is slowing, worsening South Africa’s extreme levels of unemployment and inequality. South Africans are deeply disappointed with social progress and dislike the direction where the country seems to be heading. Despite its enviable productive capabilities, the national economy is losing international competitiveness. As the economy staggers, South Africa faces deteriorating social indicators and declining levels of public satisfaction with the status quo. After 15 years, attempts to stimulate the economy through fiscal policy and to address exclusion through social grants have failed to achieve their goals. Instead, they have sacrificed the country’s investment grade, increasing the cost of capital to the whole economy, with little social progress to show for it. The underlying capabilities to achieve sustained growth by leveraging the full capability of its people, companies, assets, and knowhow remain underutilized. Three decades after the end of apartheid, the economy is defined by stagnation and exclusion, and current strategies are not achieving inclusion and empowerment in practice.

    This report asks the question of why. Why is the economy growing far slower than any reasonable comparator countries? Why is exclusion so extraordinarily high, even after decades of various policies that have aimed to support socio-economic transformation? What would it take for South Africa to include more of its people, capabilities, assets, and ideas in the functioning of the economy, and why aren’t such actions being undertaken already? The Growth Lab has completed a deep diagnostic of potential causes of South Africa’s prolonged underperformance over a two-year research project. Building on the findings of nine papers and widespread collaboration with government, academics, business and NGOs, this report documents the project’s central findings. Bluntly speaking, the report finds that South Africa is not accomplishing its goals of inclusion, empowerment and transformation, and new strategies and instruments will be needed to do so. We found two broad classes of problems that undermine inclusive growth in the Rainbow Nation: collapsing state capacity and spatial exclusion.

  • Working Papers

    Jäggi, A., Schetter, U. & Schneider, M.T., 2021

    Inequality, Openness, and Growth through Creative Destruction

    We examine how inequality and openness interact in shaping the long-run growth prospects of developing countries. To this end, we develop a Schumpeterian growth model with heterogeneous households and non-homothetic […]
    Growth Lab
    We examine how inequality and openness interact in shaping the long-run growth prospects of developing countries. To this end, we develop a Schumpeterian growth model with heterogeneous households and non-homothetic preferences for quality. We show that inequality affects growth very differently in an open economy as opposed to a closed economy: If the economy is close to the technological frontier, the positive demand effect of inequality on growth found in closed-economy models may be amplified by international competition. In countries with a larger distance to the technology frontier, however, rich households satisfy their demand for high quality via importing, and the effect of inequality on growth is smaller than in a closed economy and may even be negative. We show that this theoretical prediction holds up in the data, both when considering growth in export quality at the industry level and when considering growth in GDP per capita.
  • Working Papers

    Coscia, M., Cheston, T. & Hausmann, R., 2017

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

    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 […]
    Growth Lab

    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.

     

  • Book Chapter

    Barrios, D. & Santos, M.A., 2019

    Is There Life After Ford?

    City Design, Planning & Policy Innovations: The Case of Hermosillo, 131-53.

    This publication summarizes the outcomes and lessons learned from the Fall 2017 course titled “Emergent Urbanism: Planning and Design Visions for the City of Hermosillo, Mexico” (ADV-9146). Taught by professors […]
    "City Design, Planning & Policy Innovations" book cover

    This publication summarizes the outcomes and lessons learned from the Fall 2017 course titled “Emergent Urbanism: Planning and Design Visions for the City of Hermosillo, Mexico” (ADV-9146). Taught by professors Diane Davis and Felipe Vera, this course asked a group of 12 students to design a set of projects that could lay the groundwork for a sustainable future for the city of Hermosillo—an emerging city located in northwest Mexico and the capital of the state of Sonora. Part of a larger initiative funded by the Inter-American Development Bank and the North-American Development Bank in collaboration with Harvard University, ideas developed for this class were the product of collaboration between faculty and students at the Graduate School of Design, the Kennedy School’s Center for International Development and the T.H. Chan School of Public Health.

    Written by Miguel Angel Santos and Douglas Barrios—two Growth Lab research fellows—the fourth chapter titled “Is There Life After Ford?” focuses on Hermosillo’s economic competitiveness and, specifically, the reasons behind the city’s economic stagnation. It sees the city’s overreliance on the automobile industry as a primary concern. Based on two methodologies developed at the Growth Lab—the Growth Diagnostic and the Economic Complexity Analysis—this piece proposes alternative pathways for Hermosillo’s future economic growth.

  • Working Papers

    Li, Y., et al., 2026

    Mapping Economic Opportunities in Global Clean Energy Supply Chains 

    The energy transition offers countries that can manufacture clean energy technologies substantial opportunities for sustainable economic growth. This paper provides a framework for context-aware industrial policy by applying economic complexity […]
    Growth Lab


    The energy transition offers countries that can manufacture clean energy technologies substantial opportunities for sustainable economic growth. This paper provides a framework for context-aware industrial policy by applying economic complexity theory to a newly constructed dataset of twelve key clean energy supply chains (CESCs). We find that CESCs are diverse but highly interdependent; they are also growing faster and are more concentrated than other industries. CESCs exhibit substantial entry, exit and competitive churn, and countries are more likely to enter CESC industries that are related to their existing productive capabilities. We also explore changing global competitiveness and country positioning in these industries, and draw out implications of these patterns for industrial policymakers.

  • Working Papers

    Schetter, U. & Tejada, O., 2020

    On Globalization and the Concentration of Talent: A General Result on Superstar Effects and Matching

    We analyze how globalization affects the allocation of talent across competing teams in large matching markets. Focusing on amplified superstar effects, we show that a convex transformation of payoffs promotes […]
    Growth Lab
    We analyze how globalization affects the allocation of talent across competing teams in large matching markets. Focusing on amplified superstar effects, we show that a convex transformation of payoffs promotes positive assortative matching. This result holds under minimal assumptions on how skills translate into competition outcomes and how competition outcomes translate into payoffs. Our analysis covers many interesting special cases, including simple extensions of Rosen (1981) and Melitz (2003) with competing teams. It also provides new insights on the distributional consequences of globalization, and on the role of technological change, urban agglomeration, and taxation for the composition of teams.