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I'm interested in research that has employed the following or similar research design:

  • Measure the daily amount of sleep
  • every day for an for an extended period (e.g., more than a month)
  • in a relatively large sample (e.g., $n > 100$) of "normal" healthy adults

This would give rise to sleep measurements on multiple days and for multiple individuals. Thus, we could define $y_{ij}$ as the amount of sleep of person $i$ on day $j$. Descriptive statistics could be calculated on the set of daily sleep measurements of person $i$ such as the mean and standard deviation. These within-person descriptive statistics could also be summarised at the group-level.

Questions

In general, what are the main descriptive statistics of such data?

More specifically, I'd be interested in knowing:

  1. What is the mean of the within-person mean of daily amount of sleep?
  2. What is the standard deviation of the within-person mean of daily amount of sleep?
  3. What is the mean of the within-person standard deviation of daily amount of sleep?
  4. What is the standard deviation of the within-persons standard deviation of daily amount of sleep?

Presumably such results are contingent on how sleep is defined and measured, as well as many other factors such as the nature of the target population. Thus, any comments about these factors would also be welcome.

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1 Answer

Just a starting point. Jean-Louis et al (2000) provide one sample of population adult sample using objective sleep measures. To quote the abstract

Using Actillumes, we investigated whether self-reported sleep durations were indicative of a population decline in sleep duration. We also explored illumination and activity patterns. Methods: San Diego adults (n = 273, age range: 40–64) were recruited through random telephone calls and were monitored at home while engaging in usual daily routines. Results: Volunteers slept an average of 6.22 hours and received an average of 554 lux (environmental illumination). The timing of sleep, illumination, and activity occurred at 2:44, 12:57, and 13:43, respectively.

References

  • Jean-Louis, G., Kripke, D.F., Ancoli-Israel, S., Klauber, M.R. & Sepulveda, R.S. (2000). Sleep duration, illumination, and activity patterns in a population sample: effects of gender and ethnicity. Biological psychiatry, 47, 921-927.
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