Ocean Beach's location on Fire Island influences its demographic patterns. The area is known for its car-free environment and boardwalk transportation. Factors potentially contributing to population fluctuations include seasonal occupancy variations, vulnerability to coastal weather events, changes in local economy, and shifts in property usage.

The low population density in Ocean Beach suggests residents have significant privacy and space. This may appeal to those seeking a retreat from densely populated urban areas.

The declining population trend may present challenges for maintaining local services and infrastructure. It may also impact the community's social fabric, potentially leading to a more transient population base.

Ocean Beach has transformed from a moderately populated area to a sparse rural setting over a decade. This change likely has implications for the local lifestyle, economy, and community dynamics. Further study is warranted to understand the driving factors and potential future trajectories for this neighborhood.