The Spanish settlers built a sugar factory here in 1515 and attempted to develop the site , but the persistent fevers contracted from mosquitoes in the swamps forced them to move and create a new capital at Spanish Town in 1538 .
Spanish settlers built a sugar factory in 1615 .