Is it possible to analyze milliseconds variations with daily variations?

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Mohammad Khaleghi

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Jul 15, 2023, 7:06:17 AM7/15/23
to gimme-r
Hi everyone
Is it possible to analyze millisecond variations with daily variations? For example, could I measure continuous Heart Rate Variability (HRV) one hour a week (for about 12 weeks) as well as daily self-report by questionnaire (for about 12 weeks) and then running a GIMME analysis? Or the time interval should be equal and I must measure HRV daily?   
Thanks

Katie Gates

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Jul 21, 2023, 10:53:04 AM7/21/23
to gimme-r
How to reconcile things that are measured at different rates is a tough one. I'm not an expert but I'll share here what I've seen in practice with other methods and how that relates to gimme. I welcome others to chime in here who might have more experience that I do at this. 

I would suggest time-locking the observations by having HRV also be daily. More information is always better. If that is not doable or easy given your study design, then I would suggest one of these two options:
(1) You can mark it missing on the days where HRV is not taken. This means there will be HRV information every 7th day or so. 
(2) You can input the HRV from a nearby HRV assessment. So, perhaps days 1-3 have the HRV from baseline (day 1), and days 4-10 use the HRV value obtained on day 7, and so on. Here, the "daily" HRV value is informed by the most recent value available. 

Given those two options that I've seen in the literature, I would suggest #2 if you believe that a weekly assessment can inform what the HRV might be like on nearby days. 

Mohammad Khaleghi

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Aug 7, 2023, 3:31:42 AM8/7/23
to Katie Gates, gimme-r
Thanks katie for your helpful advice and suggestion. I think it works. 

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