Comparison of actigraphy‐measured and parent‐reported sleep in association with weight status among preschool children

Author:

Abdollahi Anna M.12ORCID,Li Xinyue3ORCID,Merikanto Ilona456ORCID,Leppänen Marja H.24ORCID,Vepsäläinen Henna1ORCID,Lehto Reetta12ORCID,Ray Carola12ORCID,Erkkola Maijaliisa1ORCID,Roos Eva1247ORCID

Affiliation:

1. Department of Food and Nutrition University of Helsinki Helsinki Finland

2. Folkhälsan Research Center Helsinki Finland

3. School of Data Science City University of Hong Kong Hong Kong SAR China

4. Faculty of Medicine University of Helsinki Helsinki Finland

5. Department of Public Health and Welfare Finnish Institute for Health and Welfare Helsinki Finland

6. Orton Orthopaedics Hospital Helsinki Finland

7. Department of Food Studies, Nutrition and Dietetics Uppsala University Uppsala Sweden

Abstract

SummaryThis study compared weekday and weekend actigraphy‐measured and parent‐reported sleep in relation to weight status among preschool‐aged children. Participants were 3–6 years old preschoolers from the cross‐sectional DAGIS‐study with sleep data for ≥2 weekday and ≥2 weekend nights. Parents‐reported sleep onset and wake‐up times were gathered alongside 24 h hip‐worn actigraphy. An unsupervised Hidden‐Markov Model algorithm provided actigraphy‐measured night time sleep without the guidance of reported sleep times. Waist‐to‐height ratio and age‐and‐sex‐specific body mass index characterised weight status. Comparison of methods were assessed with consistency in quintile divisions and Spearman correlations. Associations between sleep and weight status were assessed with adjusted regression models. Participants included 638 children (49% girls) with a mean ± SD age of 4.76 ± 0.89. On weekdays, 98%–99% of actigraphy‐measured and parent‐reported sleep estimates were classified in the same or adjacent quintile and were strongly correlated (rs = 0.79–0.85, p < 0.001). On weekends, 84%–98% of actigraphy‐measured and parent‐reported sleep estimates were respectively classified and correlations were moderate to strong (rs = 0.62–0.86, p < 0.001). Compared with actigraphy‐measured sleep, parent‐reported sleep had consistently earlier onset, later wake‐up, and greater duration. Earlier actigraphy‐measured weekday sleep onset and midpoint were associated with a higher body mass index (respective β‐estimates: −0.63, p < 0.01 and −0.75, p < 0.01) and waist‐to‐height ratio (−0.004, p = 0.03 and −0.01, p = 0.02). Though the sleep estimation methods were consistent and correlated, actigraphy measures should be favoured as they are more objective and sensitive to identifying associations between sleep timing and weight status compared with parent reports.

Funder

Juho Vainion Säätiö

Yrjö Jahnssonin Säätiö

Folkhälsan Research Center, University of Helsinki

Helsingin Yliopisto

Ministry of Social Affairs and Health

Academy of Finland

Signe ja Ane Gyllenbergin Säätiö

Suomen Kulttuurirahasto

Päivikki ja Sakari Sohlbergin Säätiö

Medicinska Understödsföreningen Liv och Hälsa

Suomen ravitsemustieteen yhdistys ry

City University of Hong Kong

Publisher

Wiley

Subject

Behavioral Neuroscience,Cognitive Neuroscience,General Medicine

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