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dc.contributor.authorCárdenas Rubio, Jeisson Arley
dc.date.accessioned2022-11-19T04:03:39Z
dc.date.available2022-11-19T04:03:39Z
dc.date.issued2020
dc.date.submitted2022-11-18T05:32:41Z
dc.identifierhttps://library.oapen.org/handle/20.500.12657/59300
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/93971
dc.description.abstract"Several interdisciplinary studies highlight imperfect information as a possible explanation of skill mismatches, which in turn has implications for unemployment and informality rates. Despite information failures and their consequences, countries like Colombia (where informality and unemployment rates are high) lack a proper labour market information system to identify skill mismatches and employer skill requirements. One reason for this absence is the cost of collecting labour market data. Recently, the potential use of online job portals as a source of labour market information has gained the attention of researchers and policymakers, since these portals can provide quick and relatively low-cost data collection. As such, these portals could be of use for Colombia. However, debates continue about the efficacy of this use, particularly concerning the robustness of the collected data. This book implements a novel mixed-methods approach (such as web scraping, text mining, machine learning, etc.) to investigate to what extent a web-based model of skill mismatches can be developed for Colombia. The main contribution of this book is demonstrating that, with the proper techniques, job portals can be a robust source of labour market information. In doing so, it also contributes to current knowledge by developing a conceptual and methodological approach to identify skills, occupations, and skill mismatches using online job advertisements, which would otherwise be too complex to be collected and analysed via other means. By applying this novel methodology, this study provides new empirical data on the extent and nature of skill mismatches in Colombia for a considerable set of non-agricultural occupations in the urban and formal economy. Moreover, this information can be used as a complement to household surveys to monitor potential skill shortages. Thus, the findings are useful for policymakers, statisticians, and education and training providers, among others."
dc.languageEnglish
dc.rightsopen access
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issuesen_US
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunicationsen_US
dc.subject.classificationthema EDItEUR::U Computing and Information Technology::UT Computer networking and communications::UTF Network managementen_US
dc.subject.otherTechnology & Engineering
dc.subject.otherTechnology & Engineering
dc.subject.otherTelecommunications
dc.subject.otherComputers
dc.subject.otherNetworking
dc.subject.otherIntranets & Extranets
dc.titleA Web-Based Approach to Measure Skill Mismatches and Skills Profiles for a Developing Country
dc.title.alternativeThe Case of Colombia"
dc.typebook
oapen.identifier.doihttps://doi.org/10.12804/urosario9789587845457
oapen.relation.isPublishedBye41ba924-0cca-4197-9424-c6379c3fb7d2
oapen.relation.isFundedByKnowledge Unlatched
oapen.relation.isbn9789587845464
oapen.collectionKnowledge Unlatched (KU)
oapen.imprintEditorial Universidad del Rosario
dc.relationisFundedByb818ba9d-2dd9-4fd7-a364-7f305aef7ee9


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