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Independent rankings built from public data — every figure traceable to the body that published it.
Report year 2023Data year 2023
Vulnerable employment (% of total employment)Higher is worse — rank 1 is worst affectedPublished by International Labour Organization (ILO)
35 reference years (1991–2025), covering 182 to 187 countries, produced by the ILO and pulled through the World Bank’s indicator API (SL.EMP.VULN.ZS). Own-account and contributing family workers as a share of all employment — the jobs least likely to carry a formal arrangement, social protection or any safety net, and the readable half of the self-employment figure. ⚠ IT MEASURES THE TERMS OF WORK, NOT THE ABSENCE OF IT: a country can have almost everyone in work and most of them here, which is why it says something neither the unemployment rate nor the employment ratio can. ⚠ MODELLED, not measured. ⚠ The ILO ranks nobody, so no rank is stored; the POSITION on the statistics page is derived here by ordering the score and labelled as ours.
Vulnerable Employment 2023 — International Labour Organization (ILO)
Cite as: International Labour Organization. ILO Modelled Estimates database (ILOEST). Geneva: ILOSTAT.
Licence: CC BY 4.0
Own-account and contributing family workers as a share of all employment — an ILO modelled estimate served through the World Bank's indicator API (SL.EMP.VULN.ZS). These are the jobs least likely to carry a formal arrangement, social protection or any safety net, which is what makes this the readable half of the self-employment figure. ⚠ It measures the TERMS of work, not the absence of it: a country can have almost everyone in work and most of them here. The ILO does not rank countries on it, so no rank is stored and none is derived.
184 rows × 3 columns · imported from the publisher’s published data file on
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