Hotspot analysis is a way fo finding the geographical areas with high and also low (called the cold spots) distribution of the specific variable. The below map shows the hotspot analysis of the distribution of non- vaccination rates in Texas. It is obvious the high non-vaccination rates are around central Texas which geographically correlates with San Antonio and Austin. The cold spots are interesting that they are more around the counties bordering Mexico.
Hotspot Analysis of Unvaccinated Rates in Texas 2016
The above map was created using data from DSHS Texas based on their report on vaccination among school children. The analysis is usually done to raise the research question around the variable based on its pattern of distribution.
In this map specifically, the area of interest is the cold spots which are the counties bordering Mexico. We expect more people not getting vaccinated because of cultural and socioeconomic factors. Since it is otherwise, it gets interesting to analyze the phenomenon. One more fact to be taken into consideration is maybe the unvaccination rates can be underreported because of a high immigrant population around the counties.