In some countries in Europe the economic crisis starting in 2008 was marked not only by a rise in unemployment, but also by increases in individuals in part-time and temporary working, so emphasising the need to examine employment composition as well as non-employment. The promotion of non-standard forms of employment – such as part-time and temporary working – has been part of Europe’s employment agenda, but directives have also focused on raising the quality of such work. Using European Union Labour Force Survey data, an indicator of involuntary non-standard (part-time and temporary) employment (INE) is constructed, depicting a negative working condition. Descriptive analyses show important differences between countries in the incidence of INE, which is highest in Spain, Portugal and Poland, and also in the composition of INE. By contrast, INE tends to be lower in countries with Anglo-Saxon and Nordic welfare state models. Econometric analyses reveal that young workers, older workers, women, non-nationals, those with low education and those who were unemployed a year ago are at greatest risk of INE.