Q. To what extent do you rate the overall satisfaction with the following …? These questions is adopted from [16]

With scale 1 = Extremely dissatisfied to 7 = Extremely satisfied

Total items Cronbach’s Alpha = 0.887

P1. Public Education such as (public schools, public institutions)

P2. Public libraries

P3. Police protection

P4. Fire protection

P5. Public hospital

P6. Housing price

P7. Public Transportation

P8. Public parks and playgrounds

P9.Cleanliness of streets, sidewalks, garbage collection and road maintenance