  The study of multiplicity dependent di-hadron angular correlations allows us
to assess the contribution of multiple-parton interactions to particle
production. We will review these measurements in pp and p-Pb collisions with
the ALICE detector at the LHC and discuss the results in the context of
centrality determination and other multiplicity dependent observables in p-Pb.
