Grouping of Occupations Based on Intragenerational Mobility
Электронный научный архив УРФУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
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Grouping of Occupations Based on Intragenerational Mobility
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| Автор |
Korotaev, S. A.
Gasiukova, E. N. |
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| Тематика |
OCCUPATIONS
NETWORK ANALYSIS ISCO CODES INTRA-GENERATIONAL MOBILITY CAREER TRAJECTORIES MODULARITY NETWORKS CLASS |
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| Описание |
Received 19 November 2023. Accepted 21 December 2023. Published online 27 December 2023.
Occupation is a key factor in human thinking, feeling, and behavior. Theoretically derived occupational groupings or classes are typically used to transform occupations into a variable suitable for statistical manipulations. We argue that such groupings are unlikely to produce groups that are homogeneous across a broad set of attributes. Instead, we offer a data-driven approach to identify groups of occupations based on respondents’ mobility data using network analysis. The vertices of the network are codes of occupations, and the edges reflect the number of transitions between them. Using modularity maximization, we identify four communities and evaluate the stability of the resulting partition. As an example demonstrating the efficiency of the resulting grouping, we present a comparison of the predictive power of this grouping and one of the generally accepted groupings of occupations, that is ESeG (European Socio-economic Grouping), in relation to the human attitudes and values found in previous publications. The results indicate the preference of our grouping. The research was supported by the Russian Science Foundation (project No. 22-28-20426). |
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| Дата |
2024-03-04T10:31:21Z
2024-03-04T10:31:21Z 2023 |
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| Тип |
Article
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| Идентификатор |
Korotaev S. A. Grouping of Occupations Based on Intragenerational Mobility / S. A. Korotaev, E. N. Gasiukova // Changing Societies & Personalities. — 2023. — Vol. 7. Iss. 4. — P. 71–92.
2587-6104 2587-8964 http://elar.urfu.ru/handle/10995/129750 https://www.elibrary.ru/item.asp?id=61912953 10.15826/csp.2023.7.4.252 |
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| Язык |
en
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| Связанные ресурсы |
Changing Societies & Personalities. 2023. Vol. 7. Iss. 4
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| Издатель |
Уральский федеральный университет
Ural Federal University |
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