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Published in: Sleep and Breathing 4/2022

Open Access 30-11-2021 | Epidemiology • Short Communication

Validation of the National Health And Nutritional Survey (NHANES) single-item self-reported sleep duration against wrist-worn accelerometer

Author: Paul H. Lee

Published in: Sleep and Breathing | Issue 4/2022

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Abstract

Purpose and methods

This study aimed to validate the single-item sleep duration question used in the National Health And Nutritional Survey (NHANES), “How much sleep do you usually get at night on weekdays or workdays (hours)?”, against a wrist-worn accelerometer (ActiGraph GT3X +) in waves 2011–2012 and 2013–2014 among an adult population aged 20 or above (n = 8,438, mean age 49.7, 48% male).

Results

The accelerometer-measured and self-reported sleep duration were 6.01 (SD 1.48) and 6.88 (SD 1.40) h/day, respectively, representing a 0.87 h/day of over-reporting (SD 1.90, p < 0.001). Such an over-reporting was observed in all subgroups, where the over-reporting ranged from 0.72 (those aged 41–50) to 1.13 h/day (those aged 71 or above). The correlation between accelerometer-measured and self-reported sleep duration was low (ρ = 0.14, p < 0.001).

Conclusions

The associations between sleep duration and other health outcomes identified using NHANES data should be further tested using more accurate and valid measures of sleep duration.
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Literature
1.
go back to reference Ikonte CJ, Mun JG, Reider CA, Grant RW, Mitmesser SH (2019) Micronutrient inadequacy in short sleep: analysis of the NHANES 2005–2016. Nutrients 11(10):2335CrossRefPubMedCentral Ikonte CJ, Mun JG, Reider CA, Grant RW, Mitmesser SH (2019) Micronutrient inadequacy in short sleep: analysis of the NHANES 2005–2016. Nutrients 11(10):2335CrossRefPubMedCentral
2.
go back to reference Kant AK, Graubard BI (2014) Association of self-reported sleep duration with eating behaviors of American adults: NHANES 2005–2010. Amer J Clin Nutr 100(3):938–947CrossRefPubMedPubMedCentral Kant AK, Graubard BI (2014) Association of self-reported sleep duration with eating behaviors of American adults: NHANES 2005–2010. Amer J Clin Nutr 100(3):938–947CrossRefPubMedPubMedCentral
3.
go back to reference Smiley A, King D, Harezlak J, Dinh P, Bidulescu A (2019) The association between sleep duration and lipid profiles: the NHANES 2013–2014. J Diab Metab Disord 18:315–322CrossRef Smiley A, King D, Harezlak J, Dinh P, Bidulescu A (2019) The association between sleep duration and lipid profiles: the NHANES 2013–2014. J Diab Metab Disord 18:315–322CrossRef
4.
go back to reference Fabbri M, Beracci A, Martoni M, Meneo D, Tonetti L, Natale V (2021) Measuring subjective sleep quality: a review. Int J Environ Res Public Health 18:1082CrossRefPubMedPubMedCentral Fabbri M, Beracci A, Martoni M, Meneo D, Tonetti L, Natale V (2021) Measuring subjective sleep quality: a review. Int J Environ Res Public Health 18:1082CrossRefPubMedPubMedCentral
5.
go back to reference Scott H, Lack L, Lovato N (2020) A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. Sleep Med Rev 49:101227CrossRefPubMed Scott H, Lack L, Lovato N (2020) A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. Sleep Med Rev 49:101227CrossRefPubMed
6.
go back to reference Walia HK, Mehra R (2019) Practical aspects of actigraphy and approaches in clinical and research domains. In: Levin KH, Chauvel, P. (ed) Clinical neurophysiology: basis and technical aspects. pp 372–379 Walia HK, Mehra R (2019) Practical aspects of actigraphy and approaches in clinical and research domains. In: Levin KH, Chauvel, P. (ed) Clinical neurophysiology: basis and technical aspects. pp 372–379
7.
go back to reference Kushida CA, Chang A, Gadkary C, Guilleminault C, Carrillo O, Dement WC (2001) Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients. Sleep Med 2(5):389–396CrossRefPubMed Kushida CA, Chang A, Gadkary C, Guilleminault C, Carrillo O, Dement WC (2001) Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients. Sleep Med 2(5):389–396CrossRefPubMed
8.
go back to reference Read SA, Collins MJ, Vincent SJ (2014) Light exposure and physical activity in myopicnd emmetropic children. Optom Vis Sci 91(3):330–341CrossRefPubMed Read SA, Collins MJ, Vincent SJ (2014) Light exposure and physical activity in myopicnd emmetropic children. Optom Vis Sci 91(3):330–341CrossRefPubMed
9.
go back to reference Carazo-Vargas P, Salazar-Obando J, Vargas-Montero A, Alvarado-Barrantes R, Siles-Canales F, Moncada-Jimenes J (2020) Lack of agreement between polysomnography and accelerometry devices for measuring sleep efficiency and movement in university students. Measure Phys Educ Exerc Sci 24(4):291–302CrossRef Carazo-Vargas P, Salazar-Obando J, Vargas-Montero A, Alvarado-Barrantes R, Siles-Canales F, Moncada-Jimenes J (2020) Lack of agreement between polysomnography and accelerometry devices for measuring sleep efficiency and movement in university students. Measure Phys Educ Exerc Sci 24(4):291–302CrossRef
10.
go back to reference Full KM, Kerr J, Grandner MA, Malhorta A, Moran K, Godoble S, Natarajan L, Soler X (2018) Validation of a physical activity accelerometer device worn on the hip and wrist against polysomnography. Sleep Health 4 (209–216) Full KM, Kerr J, Grandner MA, Malhorta A, Moran K, Godoble S, Natarajan L, Soler X (2018) Validation of a physical activity accelerometer device worn on the hip and wrist against polysomnography. Sleep Health 4 (209–216)
11.
go back to reference Conley S, Kines A, Batten J, Ash G, Miner B, Hwang Y, Jeon S, Redeker NS (2019) Agreement between actigraphic and polysomnographic measures of sleep in adults with and without chronic conditions: a systematic review and meta-analysis. Sleep Med Rev 46:151–160CrossRefPubMedPubMedCentral Conley S, Kines A, Batten J, Ash G, Miner B, Hwang Y, Jeon S, Redeker NS (2019) Agreement between actigraphic and polysomnographic measures of sleep in adults with and without chronic conditions: a systematic review and meta-analysis. Sleep Med Rev 46:151–160CrossRefPubMedPubMedCentral
12.
go back to reference Jungquist CR, Pender JJ, Klingman KJ, Mund J (2015) Validation of capturing sleep diary data via a wrist-worn device. Sleep Dis 2015:758937 Jungquist CR, Pender JJ, Klingman KJ, Mund J (2015) Validation of capturing sleep diary data via a wrist-worn device. Sleep Dis 2015:758937
13.
go back to reference Tonetti L, Mingozzi R, Natale V (2016) Comparison between paper and electronic sleep diary. Biol Rhythm Res 47(5):743–753CrossRef Tonetti L, Mingozzi R, Natale V (2016) Comparison between paper and electronic sleep diary. Biol Rhythm Res 47(5):743–753CrossRef
14.
go back to reference Jungquist CR, Mund J, Aquilina AT, Klingman K, Pender J, Ochs-Balcom H, van Wijngaarden E, Dickerson SS (2016) Validation of the behavioral risk factor surveillance system sleep questions. J Clin Sleep Med 12(3):301–310CrossRefPubMedPubMedCentral Jungquist CR, Mund J, Aquilina AT, Klingman K, Pender J, Ochs-Balcom H, van Wijngaarden E, Dickerson SS (2016) Validation of the behavioral risk factor surveillance system sleep questions. J Clin Sleep Med 12(3):301–310CrossRefPubMedPubMedCentral
15.
go back to reference John D, Tang Q, Albinali F, Intille S (2019) An open-source monitor-independent movement summary for accelerometer data processing. J Measure Phys Behav 2(4):268–281CrossRef John D, Tang Q, Albinali F, Intille S (2019) An open-source monitor-independent movement summary for accelerometer data processing. J Measure Phys Behav 2(4):268–281CrossRef
16.
go back to reference Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ (1989) The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatr Res 28(2):193–213CrossRef Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ (1989) The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatr Res 28(2):193–213CrossRef
Metadata
Title
Validation of the National Health And Nutritional Survey (NHANES) single-item self-reported sleep duration against wrist-worn accelerometer
Author
Paul H. Lee
Publication date
30-11-2021
Publisher
Springer International Publishing
Published in
Sleep and Breathing / Issue 4/2022
Print ISSN: 1520-9512
Electronic ISSN: 1522-1709
DOI
https://doi.org/10.1007/s11325-021-02542-6

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