This project explored whether adult Islanders (in a simulated environment) with siblings are more physically active than those without, based on self-reported exercise over the past week. Statistical analysis, including t-tests and a simulation-based randomization test, found no significant difference between the groups. The findings suggest sibling status may not strongly influence adult exercise habits, though limitations in sampling and group size warrant caution in interpretation.