A web-based approach to measure skill mismatches and skills profiles for a developing country
the case of Colombia
| dc.contributor.author | Cárdenas Rubio, Jeisson | |
| dc.date.accessioned | 2022-07-07T08:00:46Z | |
| dc.date.available | 2022-07-07T08:00:46Z | |
| dc.date.issued | 2020 | |
| dc.identifier | ONIX_20220707_9789587845457_5 | |
| dc.identifier.uri | https://directory.doabooks.org/handle/20.500.12854/87637 | |
| dc.description.abstract | Despite information failures in the labour market and their consequences on unemployment and informality rates, countries like Colombia lack a proper labour market information system to identify skill mismatches and employer skill requirements. The use of online job portals as a potential 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. However, debates continue about the efficacy and robustness of job portals for labour market analysis. Accordingly, this book implements a novel mixed methods approach (e.g. web scraping, text mining, machine learning, etc.) in order to investigate to what extent a web-based model of skill mismatches can be developed for Colombia. This book contributes to our current understanding of the topic 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 analyse via other means. | |
| dc.language | English | |
| dc.subject.classification | thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GL Library and information sciences / Museology::GLF IT, Internet and electronic resources in libraries | en_US |
| dc.subject.other | IT, Internet and electronic resources in libraries | |
| dc.title | A web-based approach to measure skill mismatches and skills profiles for a developing country | |
| dc.title.alternative | the case of Colombia | |
| dc.type | book | |
| oapen.identifier.doi | 10.12804/urosario9789587845457 | |
| oapen.relation.isPublishedBy | f41ae98d-e40d-4354-8f7f-c17df8ddd848 | |
| oapen.relation.isbn | 9789587845457 | |
| oapen.relation.isbn | 9789587845440 | |
| oapen.imprint | SciELO - Editorial Universidad del Rosario | |
| oapen.pages | 447 |
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