We study a problem arising in home healthcare nursing. Organizing home visits to patients involves features of various OR problems, namely scheduling, rostering and routing. In this work, we address the routing problem, modeled as a Time-constrained Vehicle Routing Problem with Time Windows (TCVRPTW). An integer linear programming formulation of the TCVRPTW is introduced. Preliminary computational results will be presented at the talk.