The median income in Shaheen Estates has shown considerable volatility, correlating with demographic shifts. The peak median income of $64,121 in 2016 coincided with the period when the White population was increasing towards its peak. As the community has become more diverse in recent years, the median income has fluctuated, dropping to $36,856 in 2019 before rebounding to $54,285 in 2021 and settling at $41,363 in 2022. This economic volatility might be linked to changes in the local job market, shifts in the types of residents moving in or out of the area, or broader economic trends affecting Tucson or Arizona.

The demographic evolution of Shaheen Estates reflects broader trends seen in many urban areas across the United States, where neighborhoods are becoming increasingly diverse. The fluctuation between majority-minority status and white majority status over a relatively short period is noteworthy and may indicate rapid gentrification followed by a period of rebalancing. The economic volatility experienced by Shaheen Estates, with significant swings in median income, is more pronounced than typical national trends. This could suggest that the neighborhood is particularly sensitive to local economic factors or that it is undergoing a period of significant transition in its resident base.

Shaheen Estates presents a case study of a neighborhood in flux, both demographically and economically. Its transition from a majority-minority community to a white majority and back to a moderately diverse area within a decade highlights the dynamic nature of urban demographics in the 21st century. The corresponding economic fluctuations underscore the complex relationship between racial composition and economic prosperity in American neighborhoods.