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Association between Sedentary Time and Hypoglycemic Events in a 7-Day Analysis Body:

  • 1.  Association between Sedentary Time and Hypoglycemic Events in a 7-Day Analysis Body:

    Posted Mon December 04, 2023 02:25 PM

    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,



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    James Loyd
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  • 2.  RE: Association between Sedentary Time and Hypoglycemic Events in a 7-Day Analysis Body:

    Posted Mon December 11, 2023 12:26 AM

    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



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    Bindu Krishnan
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