I am trying to analyze data from approximately 40 nursing home residents. We collected both Cohen-Mansfield and Cornell Brown monthly, and I'm trying to do a couple things with the data -

1) I want to see trends across all categories (Cohen-Mansfield has 19, for example), especially average scores over month 1 (pre) at least one month during, and post (month 14 in this case)

2) Look at each individual person over time and see if their scores have changed

3. Find out average sums of each category in Cohen-Mansfield (there are 4 over-arching ones), and whether those changed over the year.

Basically I want trends and to see if any of the changes are statistically significant. I know I know how to do this...but under pressure I am blanking and I have no one to ask.

I am using SPSS v. 22, and all data is entered.

Thank you in advance for your help. I know this shouldn't be complicated but I just can't figure out what analysis to do.