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The Path to Labor Formality: Urban Agglomeration and the Emergence of Complex Industries. (2016). Lora, Eduardo ; Gomez-Lievano, Andres ; O'Clery, Neave.
In: CID Working Papers.
RePEc:cid:wpfacu:78.

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  3. The Connectivity Trap: Stuck Between the Forest and Shared Prosperity in the Colombian Amazon. (2023). Bustos, Sebastian ; Cheston, Timothy ; Rao, Nidhi ; Bui, Sarah ; Matha, Shreyas Gadgin ; Rueda-Sanz, Alejandro ; Freeman, Timothy ; Goldstein, Patricio.
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  4. Economic complexity and the green economy. (2022). Teytelboym, Alexander ; Mealy, Penny.
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  7. A bi-directional approach to comparing the modular structure of networks. (2020). O'Clery, Neave ; Landman, Mattie ; Straulino, Daniel.
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  8. The Urban Wage Premium: Sorting, agglomeration economies or statistical artifact? The problem of sampling from lognormals. (2018). Lobo, Jose ; Vysotsky, Vladislav ; Gomez-Lievano, Andres.
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  1. A Information on Data Sources A.1 Colombia Our main data source is the administrative data PILA (the Integrated Report of Social Security Contributions) , managed by the Colombia Ministry of Health and made accessible at the Colombian Atlas of Economic Complexity. It contains information on formal employment by firms, municipalities and industries for 2008-2013. All types of sectors, including goods and services, are included (note that we use the terms 'sector' and 'industry' interchangeably). We compute the monthly average number of individuals per city per industry that contributed to the social security system - but were not self-employed. We call this the formal employment for a given industry and city. We use data aggregated at four-digit industry codes, using ISIC (revision 3.0) with 390 industries, and 62 cities.
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  2. • GDP per capita in 2011 is computed from GDP estimates by municipality by DANE. No earlier estimates are available.
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  3. • Government capabilities, higher education and transportation infrastructure for 2013 (the earliest year available) are taken from Consejo Privado de Competitividad and Universidad del Rosario.
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  4. • Government spending shock is the change between 2008 and 2013 in total government spending (in 2008 prices) per working-age person. It is computed from municipality-level government spending data compiled by CEDE.
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  5. • Oil producing city, a binary variable, which takes the value of one if the city has more than one oil well in production per thousand inhabitants. Oil well data refers to 2014, as reported by Ecopetrol (the Colombian hydrocarbon company) for their own internal records.
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  6. • Sectoral demand shocks, sdsc, is a Bartik-style measure (see McGuire and Bartik, 1991) that summarizes for each city the mix of nationwide sectoral demand shocks facing the city. It is computed as sdsc = FORc ∑ i fempc,i(2008) fempc(2008) gi,c (7) where gi,c = log[fempi(2013)] − log[fempi(2008)] is growth of employment of industry i excluding employment in industry i in city c. In other words, here fempi = ∑j∈J fempi,j with set J containing all cities except city c.
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  68. The dependent variable in the regressions of Tables 1, 2, 3 and 4 is the change in the formality rate as defined in the text, and computed from the social security system data mentioned above and working age population data (see below). The main explanatory variable is complexity potential, computed from the PILA data as explained in the text. Controls in the regressions of said tables, in addition to the initial level of the formality rate, are computed as follows: • Working age population in 2008, defined as population 15 or older, is calculated from population data by age groups and municipality estimated by DANE. This variable (for 2008 and 2013) is also used to compute the formality rate by city.
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  69. The working age population data (by municipality/age group) is from census data 2010. A list of the 82 most populous cities based on the population of the municipality where the city is located was obtained from IBGE.
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  70. This data was collected for 26 of the 33 Colombian departments following the methodology of the Global Competitiveness Report by Schwab and Sala-i Martín (2013). We have attributed the data for the corresponding department to 55 cities (the departments of the remaining seven cities were not covered). A.2 Mexico, Brazil and USA Data on formal employment for Mexico is publicly available (by municipality) from the Mexican Atlas of Economic Complexity also produced by the Centre for International Development at Harvard (accessible at www.complejidad.datos.gob.mx). Population by age groups is also publicly available for Mexico from INEGI. We use the official definition of `Metropolitan Zones' from Conapo, for which there are 59 zones. Formal employment data for Brazil comes from RAIS (by municipality) via Dataviva (www.dataviva.info).
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    In: Documentos CEDE.
    RePEc:col:000089:015443.

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  32. The Real Winners Curse. (2017). Vargas, Juan ; Querubin, Pablo ; Fergusson, Leopoldo ; Ruiz, Nelson A ; PabloQuerubin, .
    In: Documentos CEDE.
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  33. Institutions vs. Social Interactions in Driving Economic Convergence: Evidence from Colombia. (2017). Hausmann, Ricardo ; Coscia, Michele ; Cheston, Timothy .
    In: CID Working Papers.
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  34. STATEHOOD EXPERIENCE, LEGAL TRADITIONS, AND CLIMATE CHANGE POLICIES. (2017). Fredriksson, Per ; Ang, James ; Bang, James .
    In: Economic Inquiry.
    RePEc:bla:ecinqu:v:55:y:2017:i:3:p:1511-1537.

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  35. Collective Learning in Chinas Regional Economic Development. (2017). Jun, Bogang ; Hidalgo, Cesar ; Zhou, Tao ; Pentland, Alex Sandy ; Gao, Jian.
    In: Papers.
    RePEc:arx:papers:1703.01369.

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  36. The Economic Consequences of Social-Network Structure. (2017). Zenou, Yves ; Jackson, Matthew ; Rogers, Brian W.
    In: Journal of Economic Literature.
    RePEc:aea:jeclit:v:55:y:2017:i:1:p:49-95.

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  37. Vetoing and Inaugurating Policy Like Others Do: Evidence on Spatial Interactions in Voter Initiatives. (2016). Havlik, Annika ; Asatryan, Zareh ; Streif, Frank .
    In: Annual Conference 2016 (Augsburg): Demographic Change.
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  38. Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation. (2016). Dubra, Juan ; Di Tella, Rafael ; DiTella, Rafael ; Lagomarsino, Alejandro Luis .
    In: NBER Working Papers.
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  39. The Political Agenda Effect and State Centralization. (2016). Torvik, Ragnar ; Robinson, James ; Acemoglu, Daron.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:22250.

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  40. Statehood Experience, Legal Traditions and Climate Change Policies. (2016). Fredriksson, Per ; Ang, James ; Bang, James .
    In: Economic Growth Centre Working Paper Series.
    RePEc:nan:wpaper:1610.

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  41. Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation. (2016). Dubra, Juan ; Di Tella, Rafael ; DiTella, Rafael .
    In: Documentos de Trabajo/Working Papers.
    RePEc:mnt:wpaper:1607.

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  42. Environmental Regulation, Economic Network and Sustainable Growth of Urban Agglomerations in China. (2016). Ye, Xinyue ; Chong, Zhaohui ; Qin, Chenglin.
    In: Sustainability.
    RePEc:gam:jsusta:v:8:y:2016:i:5:p:467-:d:69798.

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  43. The paradox of land reform, inequality and local development in Colombia. (2016). Villaveces Niño, Marta ; Faguet, Jean-Paul ; Sanches, Fabio .
    In: LSE Research Online Documents on Economics.
    RePEc:ehl:lserod:67193.

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  44. Political structure as a legacy of indirect colonial rule: Bargaining between national governments and rural elites in Africa. (2016). Mizuno, Nobuhiro.
    In: Journal of Comparative Economics.
    RePEc:eee:jcecon:v:44:y:2016:i:4:p:1023-1039.

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  45. Cables, Sharks and Servers: Technology and the Geography of the Foreign Exchange Market. (2016). Mehl, Arnaud ; Lafarguette, Romain ; Eichengreen, Barry.
    In: Working Paper Series.
    RePEc:ecb:ecbwps:20161889.

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  46. The Path to Labor Formality: Urban Agglomeration and the Emergence of Complex Industries. (2016). Lora, Eduardo ; Gomez-Lievano, Andres ; O'Clery, Neave.
    In: CID Working Papers.
    RePEc:cid:wpfacu:78.

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  47. City Size, Distance and Formal Employment. (2016). Lora, Eduardo ; O'Clery, Neave.
    In: CID Working Papers.
    RePEc:cid:wpfacu:77.

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  48. The View from Above: Applications of Satellite Data in Economics. (2016). Storeygard, Adam ; Donaldson, Dave.
    In: Journal of Economic Perspectives.
    RePEc:aea:jecper:v:30:y:2016:i:4:p:171-98.

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  49. State Capacity and American Technology: Evidence from the Nineteenth Century. (2016). Robinson, James ; Acemoglu, Daron ; Moscona, Jacob.
    In: American Economic Review.
    RePEc:aea:aecrev:v:106:y:2016:i:5:p:61-67.

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  50. Conservation Contracts and Political Regimes. (2015). Mideksa, Torben ; Harstad, Bard ; BÃ¥rd Harstad, .
    In: CESifo Working Paper Series.
    RePEc:ces:ceswps:_5334.

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