The trends observed in Calhoun align with broader patterns seen in many small to mid-sized American cities. The gradual increase in Hispanic population and racial diversity is consistent with national demographic shifts, particularly in the Southeast. The economic growth, as evidenced by the rising median income, suggests that Calhoun may be experiencing some of the benefits associated with increasing diversity and population growth.

Based on the observed trends, it is likely that Calhoun will continue its trajectory towards greater diversity over the next decade. While it may maintain its "White Majority" status in the near term, there is a possibility of transitioning into a "Moderate Diversity" category if current trends persist. The Hispanic population could potentially reach or exceed 25% within the next 5-10 years, while the percentage of residents identifying as two or more races may continue to increase.

Economically, if the correlation between increasing diversity and rising median income continues, Calhoun might see further economic growth. However, this growth may stabilize or slow down as seen in the slight decrease from 2021 to 2022.

Calhoun appears to be on a path of gradual diversification and economic development. Changes are occurring slowly but consistently, pointing towards a future where the community may become more economically prosperous and culturally diverse. City planners and policymakers should be prepared to address the needs of a changing population, including potential language services, cultural integration programs, and economic opportunities that cater to a more diverse workforce.