Statistics

Turning Point USA in the Alleghenies
September 28, 2025

Turning Point USA in the Alleghenies

With the recent assassination of Charlie Kirk in still in the news I thought I would take a look at his organization Turning Point USA in the Alleghenies. According to their map of chapters there are 27 chapters in the region. Of these, 18 are on college campuses, 5 are in high schools and 4 […]

September 5, 2025

How Downtown Johnstown Compares to Pennsylvania

When looking at the Unmet Need Score (UNS) from the Health Resources and Services Administration (HRSA) data tool, Downtown Johnstown (zip code 15901) had the highest UNS in Pennsylvania of 96.07 out of a possible 100. The UNS is a composite of 33 statistics. These statistics are in the table below for the 15901 zip […]

Other Factor Differences Between Pennsylvania and the Alleghenies
August 29, 2025

Other Factor Differences Between Pennsylvania and the Alleghenies

Last week I posted on 2 factor analyses of the health resources and services administration’s unmet need score map tool for zip codes in the Alleghenies and Pennsylvania as a whole. There were minimal differences between the regions on the two largest factors (health behaviors and mortality). For this post I am taking a look […]

Health Factors in Pennsylvania and the Alleghenies
August 19, 2025

Health Factors in Pennsylvania and the Alleghenies

I have looked at Unmet Need Scores (UNS) in Pennsylvania and the Alleghenies. The UNS is a composite of dozens of related health, social and economic variables. Teasing apart the relationships among the variables one by one is tricky. There is a method that allows for identifying clusters of highly correlated variables called factor analysis. […]

Rage Against Unmet Needs
August 5, 2025

Rage Against Unmet Needs

Last Saturday I went to the Rage Against the Regime protest in downtown Johnstown. I interviewed some of the participants in the video above. Groups like Indivisible organized the rally. Previously I posted on the unmet need score (UNS) for 708 zip codes in the Alleghenies. These zip codes are seen in the map below. […]

Unmet Need Scores in the Alleghenies
July 31, 2025

Unmet Need Scores in the Alleghenies

I have looked at County Health Rankings variables in Pennsylvania correlating them with Trump’s vote at the county level. This time I am looking at the Health Resources and Services Administration Unmet Need Score online tool. You can see where your zip code stands at this tool. This tool provides health data at the zip […]

Trump Approval Rating in the Second Term
July 16, 2025

Trump Approval Rating in the Second Term

Much has been made of Trump’s handling of the Jeffrey Epstein case and the passage of the so called Big Beautiful Bill. Subsequently, It usually takes a week or so before events like these register in the polls. It generally takes a few days to conduct them and they are expensive. Often the news media […]

Non-Hispanic White Population Predict Trump’s Vote in PA
July 2, 2025

Non-Hispanic White Population Predict Trump’s Vote in PA

This is the last in the series of County Health Rankings and Trump’s Vote in PA. Accordingly, this post looks at the “Percentage of population identifying as non-Hispanic white. The 2025 Annual Data Release used data from 2023 for this measure.” The question is how does this predict Trump’s vote in Pennsylvania? Altogether the multiple […]

Census Participation and Trump’s Vote in PA
June 28, 2025

Census Participation and Trump’s Vote in PA

This is the sixth installment in my series on Trump’s vote in PA and County Health Rankings (CHR). This post focuses on Census participation at the county level. It is defined as “Percentage of all households that self-responded to the 2020 census (by internet, paper questionnaire or telephone).” This measures civic engagement. Census participation and […]

Some College % and Trump’s Vote in PA
June 20, 2025

Some College % and Trump’s Vote in PA

This is the 5th post in my series on County Health Rankings variables and Trump’s vote in Pennsylvania. Previously, I posted on the univariate relationship between some college, median income, and Trump’s vote in Pennsylvania counties. When I entered these and other variables into a multiple regression model, median income fell out of the model. […]