digitalization is expected to lead to a significant increase in selfemployment the gig economy as firms will insource more services through peertopeer networks this will further weaken the capacity of trade unions and employers associations to guarantee common labour standards and employment conditions through collective bargaining agreements available from daron acemoglu pascual restrepo robots and jobs evidence from us labor markets nber working paper no world employment and social outlook trends