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The aim of this paper is to evaluate whether the acceptability of different types of business- and individual-level non-compliance has different impacts on the likelihood of participation in undeclared work.

To evaluate this, data is reported on the EU27 and the UK from the special Eurobarometer survey no. 498, using a novel statistical methodology that deals with two potential sources of bias: sample selection error (avoidance to answer to the question about participation to undeclared work) and misclassification in the response variable (false statements about engagement in undeclared work).

This reveals the association between tax morale and participation in undeclared work. It shows that citizens find far more unacceptable undeclared work conducted by firms than individuals, but both are significantly associated with participation in undeclared work although the greatest effect is clearly exerted by individual-level tax morale.

This paper uses a methodology that accounts for the potential bias related to sample selection error and misclassification in the response variable of participation in undeclared work and sheds light on different components of tax morale.

This paper aims to explore the prevalence of undeclared activities conducted on digital labour platforms, and then to discuss what policies are likely to be more effective in order to prevent the growth of the informal activities on these platforms.

To depict the profile of the digital worker conducting undeclared activities, the sectors where undeclared activities are more prevalent and the effectiveness of deterrent policies, data are reported from 2019 Special Eurobarometer survey covering the European Union member states and the UK.

The finding is that 13% of undeclared activities are conducted on digital labour platforms. This practice is more common amongst men, those married or remarried, those living in small/middle towns, in sectors such as repairs/renovations, selling goods/services, assistance for dependant persons, gardening and help moving house. The higher the perceived sanction, the lower the likelihood of undertaking undeclared activities on digital labour platforms. Intriguing, a higher risk of detection is associated with a higher likelihood to use digital labour platform for undeclared activities.

The attitudes toward risk can be interpreted closer to the gaming context, and not to the working environment, looking at platform workers as being involved in a state versus individual game. Policy makers should consider improving the correspondence of laws and regulations between countries and offering operational assistance for suppliers and consumers.

This is the first paper to explore the prevalence of undeclared activities conducted on digital labour platforms and to outline the policy measures required to reduce this practice.