SPSS Statistics

Greetings to the community,

I am conducting a study aiming to determine whether repetitive sedentary time over 7 consecutive days is associated with hypoglycemic events during the same period. Here are my variables:

• Independent Variable: Sedentary time (measured over 7 days using accelerometry)
• Dependent Variable: Hypoglycemic events, daily average blood glucose levels (measured over the same 7 days using continuous glucose monitoring)
• Covariates: Daily insulin dosage, daily carbohydrate intake

I would like to gather opinions or suggestions on the most appropriate statistical approach to analyze these associations. Any advice on specific statistical models or additional considerations I should take into account would be highly appreciated.

Thank you in advance for any insights you may provide.

Best regards,

Hi James

For getting a linear relationship between variables, you can focus on linear regression, simple linear regression incase of one independent variable and multiple linear regression incase of more than one independent variable. Also, I suggest to have a look into Survival analysis for your data analysis.

Regards