In this study, using msp1 and csp data previously generated for other aspects of malaria control, we compared the patterns of gene flow and population genetic structures in P. falciparum and P. vivax from seven sites on five islands in Vanuatu, and discussed the implications of our results in relation to the current malaria elimination strategy. Here, DNAJC5 is linked to malaria.