The historical population data for the 14821 ZIP code, which corresponds to the Campbell in New York, suggests a predominantly rural lifestyle and limited urban development activity. With a land area of 56.56 square miles and a population of 3,574 in 2022, the population density is approximately 63.19 people per square mile. This low population density aligns with the characteristics of rural areas, which typically have population densities between 50 and 500 people per square mile.

The population trend in the ZIP code has remained relatively stable over the past decade, with minor fluctuations. The population peaked at 4,122 in 2011 and has since gradually declined to its current level. This stability in population growth further indicates a rural setting, as rural areas tend to experience slower population changes compared to more urbanized areas.

Given the estimated 1,369 housing units corresponding to the 2022 population and the national average household size of 2.61, it can be inferred that the living spaces in this area are generally larger than those found in urban or suburban settings. The low population density and the estimated number of housing units suggest that the area is characterized by larger lot sizes, likely ranging from 1 to 5 acres per household, which is typical of rural areas.