{"product_id":"a-web-based-approach-to-measure-skill-mismatches-and-skills-profiles-for-a-developing-country-the-case-of-colombia","title":"A Web-Based Approach to Measure Skill Mismatches and Skills Profiles for a Developing Country: The Case of Colombia","description":"\u003cp\u003eSeveral interdisciplinary studies highlight imperfect information as a possible explanation of skill mismatches,\u003cbr\u003ewhich in turn has implications for unemployment and informality rates. Despite information failures and their\u003cbr\u003econsequences, countries like Colombia (where informality and unemployment rates are high) lack a proper\u003cbr\u003elabour market information system to identify skill mismatches and employer skill requirements. One reason\u003cbr\u003efor this absence is the cost of collecting labour market data.\u003cbr\u003eRecently, the potential use of online job portals as a source of labour market information has gained\u003cbr\u003ethe attention of researchers and policymakers, since these portals can provide quick and relatively low-cost\u003cbr\u003edata collection. As such, these portals could be of use for Colombia. However, debates continue about the efficacy\u003cbr\u003eof this use, particularly concerning the robustness of the collected data. This book implements a novel\u003cbr\u003emixed-methods approach (such as web scraping, text mining, machine learning, etc.) to investigate to what\u003cbr\u003eextent a web-based model of skill mismatches can be developed for Colombia.\u003cbr\u003eThe main contribution of this book is demonstrating that, with the proper techniques, job portals can\u003cbr\u003ebe a robust source of labour market information. In doing so, it also contributes to current knowledge by\u003cbr\u003edeveloping a conceptual and methodological approach to identify skills, occupations, and skill mismatches\u003cbr\u003eusing online job advertisements, which would otherwise be too complex to be collected and analysed via\u003cbr\u003eother means. By applying this novel methodology, this study provides new empirical data on the extent and\u003cbr\u003enature of skill mismatches in Colombia for a considerable set of non-agricultural occupations in the urban and\u003cbr\u003eformal economy. Moreover, this information can be used as a complement to household surveys to monitor\u003cbr\u003epotential skill shortages. Thus, the findings are useful for policymakers, statisticians, and education and training\u003cbr\u003eproviders, among others.\u003c\/p\u003e","brand":"Editorial Universidad del Rosario","offers":[{"title":"Default","offer_id":47902614880474,"sku":"book:9789587845464","price":0.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0791\/3259\/0298\/files\/198440_23170007.png?v=1779363944","url":"https:\/\/tiendaelibro.com\/en\/products\/a-web-based-approach-to-measure-skill-mismatches-and-skills-profiles-for-a-developing-country-the-case-of-colombia","provider":"Tienda eLibro","version":"1.0","type":"link"}