A 4-variable annual system for forecasting labour market outcomes for 189 countries to 2024 containing only actual observations

For each of the countries a time series of observations on 4 variables including the logarithm of Gross Domestic Product (gdp), as well as the labour market outcomes including the unemployment rate (UR), employment rate (EPR), labour force participation rate (LFPR). The series are of various lengths and contain missing values due to data availability. Last data update was implemented on 2025-09-26.

Usage

data(ilo_dynamic_panel_missing)

Format

A list of 189 ts objects with time series on 4 variables:

gdp

logarithm of gross domestic product

UR

annual unemployment rate

EPR

annual employment rate

LFPR

annual labour force participation rate

Source

International Labour Organization. (2020). ILO modelled estimates database, ILOSTAT [database]. Available from https://ilostat.ilo.org/data/.

Examples

data(ilo_dynamic_panel_missing)   # upload the data