earnings quality is captured by average eamings measured in pppadjusted usd labour market insecurity denotes the risk of extreme lowpay among the employed measured in percentage points while the quality of the working environment captures the incidence of long working hours among all employed measured in percentage points the reference category is loweducated males aged working in the formal sector for more information on data sources see the respective figure notes in the main text