Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data
Economists and social scientists are increasingly making use of web data to address socio-economic issues and to integrate existing sources of information. The data produced by online platforms and websites could produce a lot of useful and multidimensional information with a variety of potential ap...
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| Үндсэн зохиолчид: | , , , , |
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| Формат: | Online |
| Хэл сонгох: | англи |
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Firenze University Press
2022
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| Нөхцлүүд: | |
| Онлайн хандалт: | ONIX_20220601_9788855184618_536 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1869515808229556224 |
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| author | Martelli, Cristina Giambona, Francesca Kahlawi, Adham Buzzigoli, Lucia Grassini, Laura |
| author_browse | Buzzigoli, Lucia Giambona, Francesca Grassini, Laura Kahlawi, Adham Martelli, Cristina |
| author_facet | Martelli, Cristina Giambona, Francesca Kahlawi, Adham Buzzigoli, Lucia Grassini, Laura |
| author_sort | Martelli, Cristina |
| collection | Directory of Open Access Books |
| description | Economists and social scientists are increasingly making use of web data to address socio-economic issues and to integrate existing sources of information. The data produced by online platforms and websites could produce a lot of useful and multidimensional information with a variety of potential applications in socio-economic analysis. In this respect, with the internet growth and knowledge, many aspects of job search have been transformed due to the availability of online tools for job searching, candidate searching and job matching. In European countries there is growing interest in designing and implementing real labour market information system applications for internet labour market data in order to support policy design and evaluation through evidence-based decision-making. The analysis of labour market web data could provide useful information for policy-makers to define labour market strategies as big data, jointly with official statistics, support policy makers in a pressing policy question namely “How to tackle the mismatch between jobs and skills?”. In this regard, the topic of skills gap, how to measure it and how to bridge it with education and continuous training have been tackled by using the big data collection, such as the Cedefop (European Center for the Development of Vocational Training) initiative and the Wollybi Project (made by Burning Glass). In this framework, this contribution focuses on the issues arising from the use (and the usefulness) of on-line job vacancy data to analyse the Italian labour market by using the Wollybi data available for the years 2019 and 2020. Furthermore, the availability of data for the year 2020, will allow us to evaluate whether there has been an impact of COVID19 in terms of needed skills and required occupations in the online job vacancies. |
| format | Online |
| id | doab-20.500.12854ir-82639 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Firenze University Press |
| publisherStr | Firenze University Press |
| record_format | ojs |
| spelling | doab-20.500.12854ir-826392022-06-02T04:14:30Z Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data Martelli, Cristina Giambona, Francesca Kahlawi, Adham Buzzigoli, Lucia Grassini, Laura Big data Labour market BGT data Economists and social scientists are increasingly making use of web data to address socio-economic issues and to integrate existing sources of information. The data produced by online platforms and websites could produce a lot of useful and multidimensional information with a variety of potential applications in socio-economic analysis. In this respect, with the internet growth and knowledge, many aspects of job search have been transformed due to the availability of online tools for job searching, candidate searching and job matching. In European countries there is growing interest in designing and implementing real labour market information system applications for internet labour market data in order to support policy design and evaluation through evidence-based decision-making. The analysis of labour market web data could provide useful information for policy-makers to define labour market strategies as big data, jointly with official statistics, support policy makers in a pressing policy question namely “How to tackle the mismatch between jobs and skills?”. In this regard, the topic of skills gap, how to measure it and how to bridge it with education and continuous training have been tackled by using the big data collection, such as the Cedefop (European Center for the Development of Vocational Training) initiative and the Wollybi Project (made by Burning Glass). In this framework, this contribution focuses on the issues arising from the use (and the usefulness) of on-line job vacancy data to analyse the Italian labour market by using the Wollybi data available for the years 2019 and 2020. Furthermore, the availability of data for the year 2020, will allow us to evaluate whether there has been an impact of COVID19 in terms of needed skills and required occupations in the online job vacancies. 2022-06-02T04:14:30Z 2022-06-02T04:14:30Z 2022-06-01T12:20:19Z 2021 chapter ONIX_20220601_9788855184618_536 2704-5846 https://library.oapen.org/handle/20.500.12657/56351 9788855184618 https://directory.doabooks.org/handle/20.500.12854/82639 eng Proceedings e report open access image/jpeg Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/56351/1/26240.pdf Firenze University Press 10.36253/978-88-5518-461-8.22 10.36253/978-88-5518-461-8.22 2ec4474d-93b1-4cfa-b313-9c6019b51b1a 9788855184618 4 Florence open access |
| spellingShingle | Big data Labour market BGT data Martelli, Cristina Giambona, Francesca Kahlawi, Adham Buzzigoli, Lucia Grassini, Laura Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title | Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title_full | Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title_fullStr | Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title_full_unstemmed | Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title_short | Chapter Big data analysis and labour market: an analysis of Italian online job vacancies data |
| title_sort | chapter big data analysis and labour market an analysis of italian online job vacancies data |
| topic | Big data Labour market BGT data |
| topic_facet | Big data Labour market BGT data |
| url | ONIX_20220601_9788855184618_536 |
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