Название: Vulnerable employment, female (% of female employment) (modeled ILO estimate)
Тема: Social Protection & Labor: Economic activity
Периодичность: Annual
Описание: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.
Источник: World Bank, World Development Indicators database. Estimates are based on data obtained from International Labour Organization, ILOSTAT at https://ilostat.ilo.org/data/.
Методология: The status in employment distinguishes between two categories of the total employed: (a) wage and salaried workers (also known as employees); and (b) self-employed workers, with the subcategories: (i) self-employed workers with employees (employers), (ii) self-employed workers without employees (own-account workers), and (iii) members of producers' cooperatives and contributing family workers (also known as unpaid family workers). Vulnerable employment refers to the sum of (ii) own-account workers and (iii) contributing family workers.
The series is part of the "ILO modeled estimates database," including nationally reported observations and imputed data for countries with missing data, primarily to capture regional and global trends with consistent country coverage. Country-reported microdata is based mainly on nationally representative labor force surveys, with other sources (e.g., household surveys and population censuses) considering differences in the data source, the scope of coverage, methodology, and other country-specific factors. Country analysis requires caution where limited nationally reported data are available. A series of models are also applied to impute missing observations and make projections. However, imputed observations are not based on national data, are subject to high uncertainty, and should not be used for country comparisons or rankings. For more information: https://ilostat.ilo.org/resources/concepts-and-definitions/ilo-modelled-estimates/
Лицензия: CC BY-4.0 (https://datacatalog.worldbank.org/public-licenses#cc-by)
Код индикатора: SL.EMP.VULN.FE.ZS
Датасет содержит следующие поля:
- Код индикатора (
indicator_id) — Уникальный идентификатор индикатора Всемирного банка
- Название индикатора (
indicator_name) — Полное название индикатора на английском языке
- Код страны (
country_id) — Уникальный идентификатор страны (код Всемирного банка)
- Название страны (
country_name) — Полное название страны или региона на английском языке
- ISO3 код страны (
countryiso3code) — Трехбуквенный код страны по стандарту ISO 3166-1 alpha-3
- Дата (
date) — Год или дата наблюдения (в формате строки, обычно YYYY)
- Значение (
value) — Численное значение показателя (может быть пустым для отсутствующих данных)
- Единица измерения (
unit) — Единица измерения значения показателя (например, проценты, доллары США)
- Статус наблюдения (
obs_status) — Статус данных наблюдения (может быть пустым для валидных данных)
- Количество знаков после запятой (
decimal) — Количество десятичных знаков для отображения значения
Название: Vulnerable employment, female (% of female employment) (modeled ILO estimate)
Тема: Social Protection & Labor: Economic activity
Периодичность: Annual
Описание: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.
Источник: World Bank, World Development Indicators database. Estimates are based on data obtained from International Labour Organization, ILOSTAT at https://ilostat.ilo.org/data/.
Методология: The status in employment distinguishes between two categories of the total employed: (a) wage and salaried workers (also known as employees); and (b) self-employed workers, with the subcategories: (i) self-employed workers with employees (employers), (ii) self-employed workers without employees (own-account workers), and (iii) members of producers' cooperatives and contributing family workers (also known as unpaid family workers). Vulnerable employment refers to the sum of (ii) own-account workers and (iii) contributing family workers.
The series is part of the "ILO modeled estimates database," including nationally reported observations and imputed data for countries with missing data, primarily to capture regional and global trends with consistent country coverage. Country-reported microdata is based mainly on nationally representative labor force surveys, with other sources (e.g., household surveys and population censuses) considering differences in the data source, the scope of coverage, methodology, and other country-specific factors. Country analysis requires caution where limited nationally reported data are available. A series of models are also applied to impute missing observations and make projections. However, imputed observations are not based on national data, are subject to high uncertainty, and should not be used for country comparisons or rankings. For more information: https://ilostat.ilo.org/resources/concepts-and-definitions/ilo-modelled-estimates/
Лицензия: CC BY-4.0 (https://datacatalog.worldbank.org/public-licenses#cc-by)
Код индикатора: SL.EMP.VULN.FE.ZS
