{"id":19097,"date":"2024-08-08T15:00:14","date_gmt":"2024-08-08T18:00:14","guid":{"rendered":"http:\/\/fund.ar\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/"},"modified":"2024-10-16T12:22:18","modified_gmt":"2024-10-16T15:22:18","slug":"a-practical-guide-to-analysing-the-economic-complexity-of-a-province","status":"publish","type":"publicacion","link":"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/","title":{"rendered":"A Practical Guide to Analysing the Economic Complexity of a Province"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"19097\" class=\"elementor elementor-19097 elementor-18474\" data-elementor-post-type=\"publicacion\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-93a7368 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"93a7368\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-573ecf7\" data-id=\"573ecf7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30562ff elementor-widget elementor-widget-text-editor\" data-id=\"30562ff\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Economic Complexity is a methodology that measures the degree of knowledge that an economy accumulates about its different productive activities. Based on mapping of these activities, it makes it possible to diagnose the complexity of each region and plan a development perspective based on its capabilities. But what are the benefits of this method of analysis? An introductory guide to its operation in a provincial perspective based on employment data.<\/strong><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-292a53a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"292a53a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a8748f9\" data-id=\"a8748f9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-01643e8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"01643e8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f22bab6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f22bab6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-42597b6\" data-id=\"42597b6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-913a945 elementor-widget elementor-widget-text-editor\" data-id=\"913a945\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Economic Complexity is based on the idea that it is possible to infer how similar economic activities are to each other based on the capabilities required for their development. These capabilities refer to all the specific knowledge needed to produce a given good. To this end, Economic Complexity analyzes existing capabilities and how they are distributed among productive activities within the economies where they are developed. In this way, the EC allows us to infer the complexity of each region according to its acquired capabilities.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30a755f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30a755f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02885b3\" data-id=\"02885b3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-269ce65 elementor-widget elementor-widget-spacer\" data-id=\"269ce65\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-81be2dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"81be2dd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b77b600\" data-id=\"b77b600\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d87fff elementor-widget elementor-widget-heading\" data-id=\"2d87fff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Economic Complexity Utility<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6274bd84 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6274bd84\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-734316d5\" data-id=\"734316d5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76d26115 elementor-widget elementor-widget-text-editor\" data-id=\"76d26115\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\">One of the main uses of Economic Complexity (EC) is to identify which activities should be prioritized by the productive policy of a given economy. Although the main results may be previously known, EC also makes it possible to reveal options that are not so obvious. In addition, it provides the elaboration of metrics with a hierarchy of priorities and <\/b><b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"><i>trade-offs<\/i><\/b><b style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"> for decision-making.<\/b>\r\n\r\n<span>The EC allows, for example, to establish which infrastructure works should be carried out to address their development, which is the qualification needs that these sectors demand and which educational programs should be promoted to ensure them. It is also a useful tool for identifying and correcting coordination problems with the private sector, and even within the public sector. In this sense, it is a valuable tool for improving the effectiveness of comprehensive policy designs beyond the scope of sectoral policy.<\/span>\r\n\r\n<span>Concerning the above, EC can also be used in other areas of interest for public policies, such as development with a gender perspective or green financing. In other words, when selecting priority sectors or executing the policy, it is possible to relate the results of VC with these other variables and promote the development of complex sectors with a view to these issues on which we wish to have an impact.<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f5b6cc7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f5b6cc7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b35e986\" data-id=\"b35e986\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe5c5b2 elementor-widget elementor-widget-spacer\" data-id=\"fe5c5b2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-58e296a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"58e296a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-74a7970\" data-id=\"74a7970\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ff8a7be elementor-widget elementor-widget-heading\" data-id=\"ff8a7be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Economic Complexity from Employment Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3e81d6b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e81d6b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2b53884\" data-id=\"2b53884\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0dd57c9 elementor-widget elementor-widget-text-editor\" data-id=\"0dd57c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family: Aktiv, sans-serif; color: #1c1c1c;\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 18px;\">In its beginnings, the EC methodology was based on export data. Numerous papers apply this approach to the analysis of Argentina (several of them can be found at this<\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 18px; background-color: #ffffff;\" href=\"https:\/\/fund.ar\/en\/serie\/productive-opportunities-for-cordoba\/\">\u00a0link<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 18px;\">). Over time, the literature expanded the data for calculating the EC, including other sources, such as employment or patent data. <\/span><\/p><p>This toolbox uses employment data to estimate the EC in the Argentine provinces. More specifically, data on registered salaried employment are used, excluding public employers that are not public companies and private household personnel, as they have a special regime. Private registered wage earners represent 60% of total wage earners and 48% of all registered workers\u00a0<a href=\"https:\/\/www.argentina.gob.ar\/sites\/default\/files\/trabajoregistrado_2210_informe.pdf\">(Ministry of Labor, 2023<\/a>)<a href=\"https:\/\/www.argentina.gob.ar\/sites\/default\/files\/trabajoregistrado_2210_informe.pdf\">.<\/a> This perspective has some advantages and disadvantages. Among them, the most important are the following:<\/p><ul style=\"font-size: 18px; background-color: #ffffff;\"><li aria-level=\"1\"><b>Advantages<\/b>:<br \/>&#8211; Greater disaggregation of activities.<br \/>&#8211; Greater geographic disaggregation.<\/li><\/ul><ul style=\"font-size: 18px; background-color: #ffffff;\"><li aria-level=\"1\"><b>Disadvantages<\/b>:<br \/>&#8211; It is not comparable with the rest of the world.<br \/>&#8211; It does not capture non-registered activities.<\/li><\/ul><div>\u00a0<\/div><p>\u00a0<\/p><p>Based on these data, this paper proposes to calculate the first CE indicators to evaluate the current productive framework of the Argentine provinces. Three dimensions and indicators are used for this purpose:<\/p><ul style=\"font-size: 18px; background-color: #ffffff;\"><li aria-level=\"1\"><span style=\"font-weight: bold;\">Revealed Comparative Advantages (RCA), <\/span>which indicates the degree of economic specialization of a region.<\/li><li aria-level=\"1\"><span style=\"font-weight: bold;\">Economic Complexity Index (ECI<\/span>), which measures provincial complexity.<\/li><li aria-level=\"1\"><span style=\"font-weight: bold;\">Activity Complexity Index (ACI<\/span>), which estimates the complexity of economic activities.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2679fc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2679fc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b421ca8\" data-id=\"b421ca8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de51704 elementor-widget elementor-widget-spacer\" data-id=\"de51704\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6bb93ff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6bb93ff\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d3a92b3\" data-id=\"d3a92b3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48e6d1a elementor-widget elementor-widget-heading\" data-id=\"48e6d1a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An example: Economic Complexity analysis of the province of Cordoba<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0e883a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e883a7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9433ef5\" data-id=\"9433ef5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b55c7f elementor-widget elementor-widget-image\" data-id=\"8b55c7f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"933\" src=\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-878x1024.jpg\" class=\"attachment-large size-large wp-image-18925\" alt=\"\" srcset=\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-878x1024.jpg 878w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-257x300.jpg 257w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-768x896.jpg 768w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-1316x1536.jpg 1316w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1-1755x2048.jpg 1755w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_1.jpg 1821w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5bd6c9b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5bd6c9b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41e216f\" data-id=\"41e216f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b1eb138 elementor-widget elementor-widget-text-editor\" data-id=\"b1eb138\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family: Aktiv, sans-serif; color: #1c1c1c;\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">For the prospection of sectors or activities, the EC analysis uses two additional indexes, complementary to the indicators presented. These make it possible to evaluate the affinity between the various economic activities and the province: proximity and strategic value.<\/span><\/p>\n<p>The <span style=\"font-weight: bold;\">proximity index<\/span> measures the propensity of a province to develop a new economic activity. The propensity calculation arises from the analysis of the productive matrix and the capacities developed by it.<\/p>\n<p>For example, this index allows us to estimate how close Cordoba is to specializing in telecommunications services via the Internet. This propensity is given by the distance ratio between specific products and the productive basket of the province that is similar to this activity. Based on this systematization, we can affirm that the products close to the province of C\u00f3rdoba will be those that are at a low proximity (or at a few nodes) of those activities in which C\u00f3rdoba is already specialized (in grey in the graph).<\/p>\n<p>The <span style=\"font-weight: bold;\">strategic value<\/span> (SV) of an activity for a province measures how much a province would benefit from specialization in a new sector. This measurement is made in terms of the gains in productive capacities that facilitate the future development of more complex activities.<\/p>\n<p>To understand this concept, let us consider the details of the network. In the case of C\u00f3rdoba, the strategic value analysis estimates, given the activities where the province has Revealed Comparative Advantages (coloured nodes), how much specializing in a productive node (in white) would bring it. This is weighted in terms of how much it brings it closer to producing new complex activities.<\/p>\n<p>In this case, we take the case of tea (in the detail of the graph). The strategic value of developing this activity in C\u00f3rdoba tells us how much it would bring its production basket closer to other different nodes. If the strategic value of an activity is positive, it implies that including its production in that province will bring it closer to other complex activities, and vice versa. If the strategic value is negative, it implies that this product does not bring productive capacities closer to new, more complex products. This translates, in the network, into a greater distance from other complex products.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b7cc00 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b7cc00\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d3e37e5\" data-id=\"d3e37e5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ec4158 elementor-widget elementor-widget-spacer\" data-id=\"6ec4158\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d3cf4d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d3cf4d2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-431e28c\" data-id=\"431e28c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-edebf08 elementor-widget elementor-widget-heading\" data-id=\"edebf08\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An approach to a particular activity<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-88b8f8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"88b8f8b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a96faa4\" data-id=\"a96faa4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8de0de5 elementor-widget-tablet_extra__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8de0de5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-family: Aktiv, sans-serif; color: #1c1c1c;\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 18px;\">In the same way that we can select which sectors to prioritize or promote in a particular province or region, we can also go the opposite way and find in which provinces it is more propitious to promote an activity. The intention of doing one or the other will respond entirely to the interest that the user of the tool has in it.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9fad73d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9fad73d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a0ec165\" data-id=\"a0ec165\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf98e76 elementor-widget elementor-widget-image\" data-id=\"bf98e76\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"953\" src=\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-860x1024.jpg\" class=\"attachment-large size-large wp-image-18927\" alt=\"\" srcset=\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-860x1024.jpg 860w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-252x300.jpg 252w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-768x915.jpg 768w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-1290x1536.jpg 1290w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2-1719x2048.jpg 1719w, https:\/\/fund.ar\/wp-content\/uploads\/2024\/08\/FU_GraficosWeb_GuiaComplejidad_2.jpg 1821w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0750047 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0750047\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-346983f\" data-id=\"346983f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-92c9b69 elementor-widget elementor-widget-text-editor\" data-id=\"92c9b69\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">We are going to take an activity as an example: the manufacture of medicines for human use and pharmaceutical products. First, let&#8217;s gather what we know about it. In total, drug manufacturing has 32,536 registered jobs throughout the country and a complexity of 0.29. The provinces of Buenos Aires, La Rioja and San Juan are the only ones specialized in this activity.<\/span><\/p><p>Now, which other provinces could be interesting locations to develop this activity? We can obtain some indications of this by looking at the accumulated RCA in each province and the proximity of the productive basket of that province to the product.<\/p><p>We then identify that Entre R\u00edos and Formosa are the provinces that are closest to specializing in this activity. However, although they have relatively more employees in this activity, they do not have the greatest capacity to transition. Mendoza, on the other hand, is the province that has accumulated more capacities to develop this activity. However, relatively speaking, it does not have so many employees in medicine, so it is not close to specializing in this.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e93e5c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e93e5c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-40c074e\" data-id=\"40c074e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a511086 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a511086\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-991993d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"991993d\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1062471\" data-id=\"1062471\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f104bd elementor-widget elementor-widget-text-editor\" data-id=\"0f104bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/github.com\/datos-Fundar\/complejidad_economica_empleo\">This link<\/a> provides access to the repository of data used in this guide. The link provides access to the repository containing the calculations and databases used to generate the analyses presented in the document. The data sources are those of <a href=\"https:\/\/datos.gob.ar\/dataset\/produccion-distribucion-geografica-establecimientos-productivos\">registered employment by activity and department<\/a>, published by the Ministry of Economy, Secretariat of Industry, National Directorate of Studies for Production (CEP XXI).<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":18499,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"tipo":[158],"serie":[218,193],"desafios":[128,246],"agendas":[9,176,250],"class_list":["post-19097","publicacion","type-publicacion","status-publish","has-post-thumbnail","hentry","tipo-tool-box","serie-data-for-development","serie-economic-complexity","desafios-desarrollo-productivo","desafios-sustainable-productive-growth","agendas-datos-para-el-desarrollo","agendas-politica-productiva-y-analisis-sectorial","agendas-productive-policy-and-sector-analysis"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Economic Complexity of a province<\/title>\n<meta name=\"description\" content=\"Economic Complexity measures an economy&#039;s knowledge of its productive activities and proposes development plans accordingly.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Economic Complexity of a province\" \/>\n<meta property=\"og:description\" content=\"Economic Complexity measures an economy&#039;s knowledge of its productive activities and proposes development plans accordingly.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/\" \/>\n<meta property=\"og:site_name\" content=\"Fundar\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-16T15:22:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/07\/iStock-2024514092-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@fundesarg\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/\",\"url\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/\",\"name\":\"Economic Complexity of a province\",\"isPartOf\":{\"@id\":\"https:\/\/fund.ar\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/07\/iStock-2024514092-scaled.jpg\",\"datePublished\":\"2024-08-08T18:00:14+00:00\",\"dateModified\":\"2024-10-16T15:22:18+00:00\",\"description\":\"Economic Complexity measures an economy's knowledge of its productive activities and proposes development plans accordingly.\",\"breadcrumb\":{\"@id\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/fund.ar\/en\/publicacion\/a-practical-guide-to-analysing-the-economic-complexity-of-a-province\/#primaryimage\",\"url\":\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/07\/iStock-2024514092-scaled.jpg\",\"contentUrl\":\"https:\/\/fund.ar\/wp-content\/uploads\/2024\/07\/iStock-2024514092-scaled.jpg\",\"width\":2560,\"height\":1440,\"caption\":\"Vaccine Production Facility. Medication Manufacturing Process. Glass Vials with Orange Caps on Conveyor Belt. 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