please humanize these I got from ai

4. What is the association between geographical regions and employment?

There is a statistically significant association betweenregional group andurbanicity level, indicating that employment outcomes vary by geography.

• AChi-squared test showed a significant association between urbanicity and regional group (p ), meaning these two variables arenot independent.
• Urban regions are concentrated in specific areas of the state, which affects employment types and income levels across regions.
• This spatial inequality highlights the need for place-based policies targeting specific regional gaps in workforce development and economic opportunity.

5. What is the relationship between employment and poverty throughout Michigan?

Urbanicity is strongly associated with thepercentage of ALICE households andmedian household income, both of which are economic indicators linked to poverty and employment.

• ANOVA results showed that both thepercentage of ALICE households andmedian household income differ significantly across rural, suburban, and urban areas (p , with = 0.05).
• Suburban areas tend to havehigher median incomes andfewer ALICE households, while rural and urban counties have more economic strain.

This suggests targeted policy interventions are needed to reduce poverty and support economic mobility, especially in rural and urban communities.