Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital
The paper describes an exercise of classification of a subset of five-digit categories of the 2007 ATECO classification system of economic activities. The analysis is grounded on the hypothesis that economic sectors can be clustered according to the competency level required to human resources recen...
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| Format: | Online |
| Language: | English |
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Firenze University Press
2022
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| Online Access: | ONIX_20220601_9788855184618_548 |
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| _version_ | 1869525224489222144 |
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| author | Fabbris, Luigi Feltrin, Paolo |
| author_browse | Fabbris, Luigi Feltrin, Paolo |
| author_facet | Fabbris, Luigi Feltrin, Paolo |
| author_sort | Fabbris, Luigi |
| collection | Directory of Open Access Books |
| description | The paper describes an exercise of classification of a subset of five-digit categories of the 2007 ATECO classification system of economic activities. The analysis is grounded on the hypothesis that economic sectors can be clustered according to the competency level required to human resources recently working in industries or services in Italy. The analysis may be useful to evaluate a possible relationship between economic development and education. The analysis consisted of a mapping and then a clustering of the Ateco categories according to the between-distribution dissimilarity of any possible couple of categories. The basic idea was to highlight the Ateco categories that require either more education than others or more education and working experience (human capital) than others, pinpointing, in particular, the categories that require larger percentages of tertiary education and those residing close to territorial hubs. The competency level was measured with a combination of educational attainment and in-service experience of Italian employees, as defined by Istat, the Italian statistical institute. The employees’ educational level was evaluated with the frequency distribution of five (ordinal) classes of education of people employed in 2018 and 2019 in both private and public establishments and offices; the working experience with a logarithmic transform of the average number of in-service years of employees. The analysis highlighted both a sort of input-related classification of the economy and a supply-side classification of the labour market. The results are in line with the theory of the existence of a cluster of creative companies residing close to territorial hubs. |
| format | Online |
| id | doab-20.500.12854ir-83118 |
| 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-831182022-06-02T04:24:17Z Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital Fabbris, Luigi Feltrin, Paolo Category Mapping Ateco 2007 Clustering economic categories Human capital Creative companies The paper describes an exercise of classification of a subset of five-digit categories of the 2007 ATECO classification system of economic activities. The analysis is grounded on the hypothesis that economic sectors can be clustered according to the competency level required to human resources recently working in industries or services in Italy. The analysis may be useful to evaluate a possible relationship between economic development and education. The analysis consisted of a mapping and then a clustering of the Ateco categories according to the between-distribution dissimilarity of any possible couple of categories. The basic idea was to highlight the Ateco categories that require either more education than others or more education and working experience (human capital) than others, pinpointing, in particular, the categories that require larger percentages of tertiary education and those residing close to territorial hubs. The competency level was measured with a combination of educational attainment and in-service experience of Italian employees, as defined by Istat, the Italian statistical institute. The employees’ educational level was evaluated with the frequency distribution of five (ordinal) classes of education of people employed in 2018 and 2019 in both private and public establishments and offices; the working experience with a logarithmic transform of the average number of in-service years of employees. The analysis highlighted both a sort of input-related classification of the economy and a supply-side classification of the labour market. The results are in line with the theory of the existence of a cluster of creative companies residing close to territorial hubs. 2022-06-02T04:24:16Z 2022-06-02T04:24:16Z 2022-06-01T12:20:43Z 2021 chapter ONIX_20220601_9788855184618_548 2704-5846 https://library.oapen.org/handle/20.500.12657/56363 9788855184618 https://directory.doabooks.org/handle/20.500.12854/83118 eng Proceedings e report open access image/jpeg Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/56363/1/26236.pdf Firenze University Press 10.36253/978-88-5518-461-8.18 10.36253/978-88-5518-461-8.18 2ec4474d-93b1-4cfa-b313-9c6019b51b1a 9788855184618 6 Florence open access |
| spellingShingle | Category Mapping Ateco 2007 Clustering economic categories Human capital Creative companies Fabbris, Luigi Feltrin, Paolo Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title | Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title_full | Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title_fullStr | Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title_full_unstemmed | Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title_short | Chapter Mapping and factoring the 2007 ATECO categories in regard to specialised human capital |
| title_sort | chapter mapping and factoring the 2007 ateco categories in regard to specialised human capital |
| topic | Category Mapping Ateco 2007 Clustering economic categories Human capital Creative companies |
| topic_facet | Category Mapping Ateco 2007 Clustering economic categories Human capital Creative companies |
| url | ONIX_20220601_9788855184618_548 |
| work_keys_str_mv | AT fabbrisluigi chaptermappingandfactoringthe2007atecocategoriesinregardtospecialisedhumancapital AT feltrinpaolo chaptermappingandfactoringthe2007atecocategoriesinregardtospecialisedhumancapital |