Ocean Breeze's coastal location makes it susceptible to environmental challenges. The neighborhood was affected by Hurricane Sandy in 2012, resulting in extensive damage and subsequent buyout programs. This context may explain some population fluctuations, particularly the recent decline, as residents may have relocated due to environmental concerns or participation in government buyout initiatives.

The estimated 265 housing units for the 2022 population, based on the national average household size, indicate a low-density residential area. This aligns with the neighborhood's suburban character, likely featuring single-family homes and possibly some smaller multi-unit dwellings.

Ocean Breeze presents a case of a suburban neighborhood experiencing demographic shifts. Its coastal location and history of environmental challenges have likely influenced its population dynamics. The recent population decline suggests a neighborhood in transition, possibly moving towards a less densely populated model due to external factors or policy decisions related to its geographical vulnerabilities.