Reproducibility of a standardized actigraphy scoring algorithm for sleep in a US Hispanic/Latino population

Sanjay R. Patel, Jia Weng, Michael Rueschman, Katherine A. Dudley, Jose S. Loredo, Yasmin Mossavar-Rahmani, Maricelle Ramirez, Alberto R. Ramos, Kathryn Reid, Ashley N. Seiger, Daniela Sotres-Alvarez, Phyllis C. Zee, Rui Wang

Research output: Contribution to journalArticle

35 Citations (Scopus)

Abstract

Study Objectives: While actigraphy is considered objective, the process of setting rest intervals to calculate sleep variables is subjective. We sought to evaluate the reproducibility of actigraphy-derived measures of sleep using a standardized algorithm for setting rest intervals. Design: Observational study. Setting: Community-based. Participants: A random sample of 50 adults aged 18-64 years free of severe sleep apnea participating in the Sueño sleep ancillary study to the Hispanic Community Health Study/Study of Latinos. Interventions: N/A. Measurements and Results: Participants underwent 7 days of continuous wrist actigraphy and completed daily sleep diaries. Studies were scored twice by each of two scorers. Rest intervals were set using a standardized hierarchical approach based on event marker, diary, light, and activity data. Sleep/wake status was then determined for each 30-sec epoch using a validated algorithm, and this was used to generate 11 variables: mean nightly sleep duration, nap duration, 24-h sleep duration, sleep latency, sleep maintenance efficiency, sleep fragmentation index, sleep onset time, sleep offset time, sleep midpoint time, standard deviation of sleep duration, and standard deviation of sleep midpoint. Intra-scorer intraclass correlation coefficients (ICCs) were high, ranging from 0.911 to 0.995 across all 11 variables. Similarly, inter-scorer ICCs were high, also ranging from 0.911 to 0.995, and mean inter-scorer differences were small. Bland-Altman plots did not reveal any systematic disagreement in scoring. Conclusions: With use of a standardized algorithm to set rest intervals, scoring of actigraphy for the purpose of generating a wide array of sleep variables is highly reproducible.

Original languageEnglish (US)
Pages (from-to)1497-1503
Number of pages7
JournalSleep
Volume38
Issue number9
DOIs
StatePublished - Sep 1 2015

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Actigraphy
Hispanic Americans
Sleep
Population
Sleep Deprivation
Sleep Apnea Syndromes

Keywords

  • Actigraphy
  • Hispanic
  • Reproducibility
  • Sleep

ASJC Scopus subject areas

  • Physiology (medical)
  • Clinical Neurology

Cite this

Patel, S. R., Weng, J., Rueschman, M., Dudley, K. A., Loredo, J. S., Mossavar-Rahmani, Y., ... Wang, R. (2015). Reproducibility of a standardized actigraphy scoring algorithm for sleep in a US Hispanic/Latino population. Sleep, 38(9), 1497-1503. https://doi.org/10.5665/sleep.4998

Reproducibility of a standardized actigraphy scoring algorithm for sleep in a US Hispanic/Latino population. / Patel, Sanjay R.; Weng, Jia; Rueschman, Michael; Dudley, Katherine A.; Loredo, Jose S.; Mossavar-Rahmani, Yasmin; Ramirez, Maricelle; Ramos, Alberto R.; Reid, Kathryn; Seiger, Ashley N.; Sotres-Alvarez, Daniela; Zee, Phyllis C.; Wang, Rui.

In: Sleep, Vol. 38, No. 9, 01.09.2015, p. 1497-1503.

Research output: Contribution to journalArticle

Patel, SR, Weng, J, Rueschman, M, Dudley, KA, Loredo, JS, Mossavar-Rahmani, Y, Ramirez, M, Ramos, AR, Reid, K, Seiger, AN, Sotres-Alvarez, D, Zee, PC & Wang, R 2015, 'Reproducibility of a standardized actigraphy scoring algorithm for sleep in a US Hispanic/Latino population', Sleep, vol. 38, no. 9, pp. 1497-1503. https://doi.org/10.5665/sleep.4998
Patel, Sanjay R. ; Weng, Jia ; Rueschman, Michael ; Dudley, Katherine A. ; Loredo, Jose S. ; Mossavar-Rahmani, Yasmin ; Ramirez, Maricelle ; Ramos, Alberto R. ; Reid, Kathryn ; Seiger, Ashley N. ; Sotres-Alvarez, Daniela ; Zee, Phyllis C. ; Wang, Rui. / Reproducibility of a standardized actigraphy scoring algorithm for sleep in a US Hispanic/Latino population. In: Sleep. 2015 ; Vol. 38, No. 9. pp. 1497-1503.
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abstract = "Study Objectives: While actigraphy is considered objective, the process of setting rest intervals to calculate sleep variables is subjective. We sought to evaluate the reproducibility of actigraphy-derived measures of sleep using a standardized algorithm for setting rest intervals. Design: Observational study. Setting: Community-based. Participants: A random sample of 50 adults aged 18-64 years free of severe sleep apnea participating in the Sue{\~n}o sleep ancillary study to the Hispanic Community Health Study/Study of Latinos. Interventions: N/A. Measurements and Results: Participants underwent 7 days of continuous wrist actigraphy and completed daily sleep diaries. Studies were scored twice by each of two scorers. Rest intervals were set using a standardized hierarchical approach based on event marker, diary, light, and activity data. Sleep/wake status was then determined for each 30-sec epoch using a validated algorithm, and this was used to generate 11 variables: mean nightly sleep duration, nap duration, 24-h sleep duration, sleep latency, sleep maintenance efficiency, sleep fragmentation index, sleep onset time, sleep offset time, sleep midpoint time, standard deviation of sleep duration, and standard deviation of sleep midpoint. Intra-scorer intraclass correlation coefficients (ICCs) were high, ranging from 0.911 to 0.995 across all 11 variables. Similarly, inter-scorer ICCs were high, also ranging from 0.911 to 0.995, and mean inter-scorer differences were small. Bland-Altman plots did not reveal any systematic disagreement in scoring. Conclusions: With use of a standardized algorithm to set rest intervals, scoring of actigraphy for the purpose of generating a wide array of sleep variables is highly reproducible.",
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N2 - Study Objectives: While actigraphy is considered objective, the process of setting rest intervals to calculate sleep variables is subjective. We sought to evaluate the reproducibility of actigraphy-derived measures of sleep using a standardized algorithm for setting rest intervals. Design: Observational study. Setting: Community-based. Participants: A random sample of 50 adults aged 18-64 years free of severe sleep apnea participating in the Sueño sleep ancillary study to the Hispanic Community Health Study/Study of Latinos. Interventions: N/A. Measurements and Results: Participants underwent 7 days of continuous wrist actigraphy and completed daily sleep diaries. Studies were scored twice by each of two scorers. Rest intervals were set using a standardized hierarchical approach based on event marker, diary, light, and activity data. Sleep/wake status was then determined for each 30-sec epoch using a validated algorithm, and this was used to generate 11 variables: mean nightly sleep duration, nap duration, 24-h sleep duration, sleep latency, sleep maintenance efficiency, sleep fragmentation index, sleep onset time, sleep offset time, sleep midpoint time, standard deviation of sleep duration, and standard deviation of sleep midpoint. Intra-scorer intraclass correlation coefficients (ICCs) were high, ranging from 0.911 to 0.995 across all 11 variables. Similarly, inter-scorer ICCs were high, also ranging from 0.911 to 0.995, and mean inter-scorer differences were small. Bland-Altman plots did not reveal any systematic disagreement in scoring. Conclusions: With use of a standardized algorithm to set rest intervals, scoring of actigraphy for the purpose of generating a wide array of sleep variables is highly reproducible.

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