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Published in: BMC Pediatrics 1/2020

Open Access 01-12-2020 | Research article

Individual-, home- and preschool-level correlates of preschool children’s sedentary time

Authors: Suvi Määttä, Hanna Konttinen, Rejane Augusta de Oliveira Figueiredo, Ari Haukkala, Nina Sajaniemi, Maijaliisa Erkkola, Eva Roos

Published in: BMC Pediatrics | Issue 1/2020

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Abstract

Background

Prechoolers’ significant portions of sedentary time (ST) is a public-health concern due to its high prevalence and negative health consequences. However, few studies have explored correlates of preschoolers’ ST covering individual-, home- and preschool- factors within one study. The aim of this study was to identify the associations between multiple individual-, home- and preschool-level factors and preschoolers’ ST. In addition, it was studied how much individual-, home- and preschool-level factors explained the variance in children’s ST.

Methods

A total of 864 children aged three to six, their parents and 66 preschools participated in the cross-sectional DAGIS study, which occurred between 2015 and 2016. The children wore an accelerometer for 1 week. Guardians, principals and early educators completed questionnaires covering the potential correlates of children’s ST, for example, temperament, practices, self-efficacy and regulations. Multilevel regression analyses were conducted in multiple steps; calculation of marginal and conditional R2 values occurred in the final phase.

Results

Of the 29 studied correlates, the following factors remained significant in the final models. Being a boy (p < 0.001) and having high levels of surgency temperament (p < 0.001) were associated with lower ST. Regarding the home setting, frequent co-visits in physical activity (PA) places (p = 0.014) were associated with lower ST. Higher parental perceived barriers related to children’s outside PA (p = 0.032) was associated with higher ST. None of the preschool setting factors remained significant in the final model. Approximately 11% of the variance in children’s ST was attributed to factors related to the individual level whereas 5% was attributed to home-level factors; and 2% to preschool-level factors.

Conclusions

This study identified a set of correlates of preschool children’s ST. Interventions aimed at reducing children’s ST should develop strategies targeting established correlates of preschoolers’ ST covering individual-, home- and preschool-level factors. The preschool-level factors included in this study explained little the variance in children’s ST. However, the included measures may not have captured the essential preschool-level factors that specifically influence children’s ST. Therefore, more studies are needed regarding potential preschool-level factors.
Literature
2.
go back to reference Tremblay MS, Aubert S, Barnes JD, Saunders TJ, Carson V, Latimer-Cheung AE, Chastin SFM, Altenburg TM, Chinapaw MJM. SBRN Terminology Consensus Project Participants: Sedentary Behavior Research Network (SBRN) - Terminology Consensus Project process and outcome. Int J Behav Nutr Phys Act. 2017;14(1):75-017–0525-8.CrossRef Tremblay MS, Aubert S, Barnes JD, Saunders TJ, Carson V, Latimer-Cheung AE, Chastin SFM, Altenburg TM, Chinapaw MJM. SBRN Terminology Consensus Project Participants: Sedentary Behavior Research Network (SBRN) - Terminology Consensus Project process and outcome. Int J Behav Nutr Phys Act. 2017;14(1):75-017–0525-8.CrossRef
3.
go back to reference Chau JY, Grunseit AC, Chey T, Stamatakis E, Brown WJ, Matthews CE, Bauman AE, van der Ploeg HP. Daily sitting time and all-cause mortality: a meta-analysis. PLoS One. 2013;8(11):e80000.PubMedPubMedCentralCrossRef Chau JY, Grunseit AC, Chey T, Stamatakis E, Brown WJ, Matthews CE, Bauman AE, van der Ploeg HP. Daily sitting time and all-cause mortality: a meta-analysis. PLoS One. 2013;8(11):e80000.PubMedPubMedCentralCrossRef
4.
go back to reference Ekelund U, Steene-Johannessen J, Brown WJ, Fagerland MW, Owen N, Powell KE, Bauman A, Lee IM. Lancet Physical Activity Series 2 Executive Committe, Lancet Sedentary Behaviour Working Group: Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality? A harmonised meta-analysis of data from more than 1 million men and women. Lancet. 2016;388(10051):1302–10.PubMedCrossRef Ekelund U, Steene-Johannessen J, Brown WJ, Fagerland MW, Owen N, Powell KE, Bauman A, Lee IM. Lancet Physical Activity Series 2 Executive Committe, Lancet Sedentary Behaviour Working Group: Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality? A harmonised meta-analysis of data from more than 1 million men and women. Lancet. 2016;388(10051):1302–10.PubMedCrossRef
5.
go back to reference Patterson R, McNamara E, Tainio M, de Sa TH, Smith AD, Sharp SJ, Edwards P, Woodcock J, Brage S, Wijndaele K. Sedentary behaviour and risk of all-cause, cardiovascular and cancer mortality, and incident type 2 diabetes: a systematic review and dose response meta-analysis. Eur J Epidemiol. 2018;33(9):811–29.PubMedPubMedCentralCrossRef Patterson R, McNamara E, Tainio M, de Sa TH, Smith AD, Sharp SJ, Edwards P, Woodcock J, Brage S, Wijndaele K. Sedentary behaviour and risk of all-cause, cardiovascular and cancer mortality, and incident type 2 diabetes: a systematic review and dose response meta-analysis. Eur J Epidemiol. 2018;33(9):811–29.PubMedPubMedCentralCrossRef
6.
go back to reference Cliff DP, Hesketh KD, Vella SA, Hinkley T, Tsiros MD, Ridgers ND, Carver A, Veitch J, Parrish AM, Hardy LL, Plotnikoff RC, Okely AD, Salmon J, Lubans DR. Objectively measured sedentary behaviour and health and development in children and adolescents: systematic review and meta-analysis. Obes Rev. 2016;17(4):330–44.PubMedCrossRef Cliff DP, Hesketh KD, Vella SA, Hinkley T, Tsiros MD, Ridgers ND, Carver A, Veitch J, Parrish AM, Hardy LL, Plotnikoff RC, Okely AD, Salmon J, Lubans DR. Objectively measured sedentary behaviour and health and development in children and adolescents: systematic review and meta-analysis. Obes Rev. 2016;17(4):330–44.PubMedCrossRef
7.
go back to reference Jones RA, Hinkley T, Okely AD, Salmon J. Tracking physical activity and sedentary behavior in childhood: a systematic review. Am J Prev Med. 2013;44(6):651–8.PubMedCrossRef Jones RA, Hinkley T, Okely AD, Salmon J. Tracking physical activity and sedentary behavior in childhood: a systematic review. Am J Prev Med. 2013;44(6):651–8.PubMedCrossRef
8.
go back to reference De Craemer M, Lateva M, Iotova V, De Decker E, Verloigne M, De Bourdeaudhuij I, Androutsos O, Socha P, Kulaga Z, Moreno L, Koletzko B, Manios Y, Cardon G. ToyBox-study group: Differences in energy balance-related behaviours in European preschool children: the ToyBox-study. PLoS One. 2015;10(3):e0118303.PubMedPubMedCentralCrossRef De Craemer M, Lateva M, Iotova V, De Decker E, Verloigne M, De Bourdeaudhuij I, Androutsos O, Socha P, Kulaga Z, Moreno L, Koletzko B, Manios Y, Cardon G. ToyBox-study group: Differences in energy balance-related behaviours in European preschool children: the ToyBox-study. PLoS One. 2015;10(3):e0118303.PubMedPubMedCentralCrossRef
9.
go back to reference Verloigne M, Loyen A, Van Hecke L, Lakerveld J, Hendriksen I, De Bourdheaudhuij I, Deforche B, Donnelly A, Ekelund U, Brug J, van der Ploeg HP. Variation in population levels of sedentary time in European children and adolescents according to cross-European studies: a systematic literature review within DEDIPAC. Int J Behav Nutr Phys Act. 2016;13(1):69-016–0395-5.CrossRef Verloigne M, Loyen A, Van Hecke L, Lakerveld J, Hendriksen I, De Bourdheaudhuij I, Deforche B, Donnelly A, Ekelund U, Brug J, van der Ploeg HP. Variation in population levels of sedentary time in European children and adolescents according to cross-European studies: a systematic literature review within DEDIPAC. Int J Behav Nutr Phys Act. 2016;13(1):69-016–0395-5.CrossRef
10.
go back to reference O’Brien KT, Vanderloo LM, Bruijns BA, Truelove S, Tucker P. Physical activity and sedentary time among preschoolers in centre-based childcare: a systematic review. Int J Behav Nutr Phys Act. 2018;15:117.PubMedPubMedCentralCrossRef O’Brien KT, Vanderloo LM, Bruijns BA, Truelove S, Tucker P. Physical activity and sedentary time among preschoolers in centre-based childcare: a systematic review. Int J Behav Nutr Phys Act. 2018;15:117.PubMedPubMedCentralCrossRef
11.
go back to reference Bronfenbrenner U. The ecology of Human Development: experiments by nature and design. Cambridge,MA: Harward University press; 1979. Bronfenbrenner U. The ecology of Human Development: experiments by nature and design. Cambridge,MA: Harward University press; 1979.
12.
go back to reference Owen N, Sugiyama T, Eakin EE, Gardiner PA, Tremblay MS, Sallis JF. Adults' sedentary behavior determinants and interventions. Am J Prev Med. 2011;41(2):189–96.PubMedCrossRef Owen N, Sugiyama T, Eakin EE, Gardiner PA, Tremblay MS, Sallis JF. Adults' sedentary behavior determinants and interventions. Am J Prev Med. 2011;41(2):189–96.PubMedCrossRef
13.
go back to reference Sallis JF, Owen N, Fisher EB: Ecological models of health behavior. In Health behavior and health education: theory, research, and practice. 4th ed. edition. Edited by Glanz K, Rimer BK, Viswanath KE. San Francisco CA: Jossey-Bass; 2008:465–482. Sallis JF, Owen N, Fisher EB: Ecological models of health behavior. In Health behavior and health education: theory, research, and practice. 4th ed. edition. Edited by Glanz K, Rimer BK, Viswanath KE. San Francisco CA: Jossey-Bass; 2008:465–482.
14.
go back to reference Gubbels JS, Van Kann DH, de Vries NK, Thijs C, Kremers SP. The next step in health behavior research: the need for ecological moderation analyses - an application to diet and physical activity at childcare. Int J Behav Nutr Phys Act. 2014;11(1):52 5868-11-52.PubMedPubMedCentralCrossRef Gubbels JS, Van Kann DH, de Vries NK, Thijs C, Kremers SP. The next step in health behavior research: the need for ecological moderation analyses - an application to diet and physical activity at childcare. Int J Behav Nutr Phys Act. 2014;11(1):52 5868-11-52.PubMedPubMedCentralCrossRef
15.
go back to reference Davison KK, Birch LL. Childhood overweight: a contextual model and recommendations for future research. Obes Rev s. 2001;2:159–71.CrossRef Davison KK, Birch LL. Childhood overweight: a contextual model and recommendations for future research. Obes Rev s. 2001;2:159–71.CrossRef
16.
go back to reference Edwardson C, Gorely T. Parental influences on different types and intensities of physical activity in youth: A systematic Review. Psychol Sport Exerc. 2010;11:522–35.CrossRef Edwardson C, Gorely T. Parental influences on different types and intensities of physical activity in youth: A systematic Review. Psychol Sport Exerc. 2010;11:522–35.CrossRef
17.
go back to reference Ward S, Belanger M, Donovan D, Carrier N. Systematic review of the relationship between childcare educators' practices and preschoolers' physical activity and eating behaviours. Obes Rev. 2015;16(12):1055–70.PubMedCrossRef Ward S, Belanger M, Donovan D, Carrier N. Systematic review of the relationship between childcare educators' practices and preschoolers' physical activity and eating behaviours. Obes Rev. 2015;16(12):1055–70.PubMedCrossRef
18.
go back to reference Hinkley T, Salmon J, Okely AD, Trost SG. Correlates of sedentary behaviours in preschool children: a review. Int J Behav Nutr Phys Act. 2010;7:66 5868-7-66.PubMedPubMedCentralCrossRef Hinkley T, Salmon J, Okely AD, Trost SG. Correlates of sedentary behaviours in preschool children: a review. Int J Behav Nutr Phys Act. 2010;7:66 5868-7-66.PubMedPubMedCentralCrossRef
19.
go back to reference Hildebrand M, Oglund GP, Wells JC, Ekelund U. Prenatal, birth and early life predictors of sedentary behavior in young people: a systematic review. Int J Behav Nutr Phys Act. 2016;13:63–016–0389-3.CrossRef Hildebrand M, Oglund GP, Wells JC, Ekelund U. Prenatal, birth and early life predictors of sedentary behavior in young people: a systematic review. Int J Behav Nutr Phys Act. 2016;13:63–016–0389-3.CrossRef
20.
go back to reference Tonge KL, Jones RA, Okely AD. Correlates of children's objectively measured physical activity and sedentary behavior in early childhood education and care services: A systematic review. Prev Med. 2016;89:129–39.PubMedCrossRef Tonge KL, Jones RA, Okely AD. Correlates of children's objectively measured physical activity and sedentary behavior in early childhood education and care services: A systematic review. Prev Med. 2016;89:129–39.PubMedCrossRef
21.
go back to reference Xu H, Wen LM, Rissel C. Associations of parental influences with physical activity and screen time among young children: a systematic review. J Obes 2015, 2015;546925:–546925. Xu H, Wen LM, Rissel C. Associations of parental influences with physical activity and screen time among young children: a systematic review. J Obes 2015, 2015;546925:–546925.
22.
go back to reference Downing KL, Hinkley T, Salmon J, Hnatiuk JA, Hesketh KD. Do the correlates of screen time and sedentary time differ in preschool children? BMC Public Health. 2017;17(1):285–017–4195-x. Downing KL, Hinkley T, Salmon J, Hnatiuk JA, Hesketh KD. Do the correlates of screen time and sedentary time differ in preschool children? BMC Public Health. 2017;17(1):285–017–4195-x.
23.
go back to reference Krist L, Bürger C, Ströbele-Benschop N, Roll S, Lotz F, Rieckmann N, Müller-Nordhorn J, Willich SN, Müller-Riemenschneider F. Association of individual and neighbourhood socioeconomic status with physical activity and screen time in seventh-grade boys and girls in Berlin, Germany: a cross-sectional study. BMJ Open. 2017;7(12):e017974.PubMedPubMedCentralCrossRef Krist L, Bürger C, Ströbele-Benschop N, Roll S, Lotz F, Rieckmann N, Müller-Nordhorn J, Willich SN, Müller-Riemenschneider F. Association of individual and neighbourhood socioeconomic status with physical activity and screen time in seventh-grade boys and girls in Berlin, Germany: a cross-sectional study. BMJ Open. 2017;7(12):e017974.PubMedPubMedCentralCrossRef
24.
go back to reference Cameron AJ, Spence AC, Laws R, Hesketh KD, Lioret S, Campbell KJ. A Review of the Relationship Between Socioeconomic Position and the Early-Life Predictors of Obesity. Curr Obes Rep. 2015;4(3):350–62.PubMedCrossRef Cameron AJ, Spence AC, Laws R, Hesketh KD, Lioret S, Campbell KJ. A Review of the Relationship Between Socioeconomic Position and the Early-Life Predictors of Obesity. Curr Obes Rep. 2015;4(3):350–62.PubMedCrossRef
25.
go back to reference Cubbin C, Hadden WC, Winkleby MA. Neighborhood context and cardiovascular disease risk factors: the contribution of material deprivation. Ethn Dis. 2001;11(4):687–700.PubMed Cubbin C, Hadden WC, Winkleby MA. Neighborhood context and cardiovascular disease risk factors: the contribution of material deprivation. Ethn Dis. 2001;11(4):687–700.PubMed
26.
go back to reference Laaksonen M, Talala KF, Martelin TF, Rahkonen OF, Roos EF, Helakorpi SF, Laatikainen TF, Prattala R. Health behaviours as explanations for educational level differences in cardiovascular and all-cause mortality: a follow-up of 60 000 men and women over 23 years. Eur J Pub Health. 2008;18(1):38–43.CrossRef Laaksonen M, Talala KF, Martelin TF, Rahkonen OF, Roos EF, Helakorpi SF, Laatikainen TF, Prattala R. Health behaviours as explanations for educational level differences in cardiovascular and all-cause mortality: a follow-up of 60 000 men and women over 23 years. Eur J Pub Health. 2008;18(1):38–43.CrossRef
27.
go back to reference Ross CE, Mirowsky J. Neighborhood disadvantage, disorder, and health. J Health Soc Behav. 2001 Sep;42(3):258–76.PubMedCrossRef Ross CE, Mirowsky J. Neighborhood disadvantage, disorder, and health. J Health Soc Behav. 2001 Sep;42(3):258–76.PubMedCrossRef
28.
go back to reference Gebremariam MK, Altenburg TM, Lakerveld J, Andersen LF, Stronks K, Chinapaw MJ, Lien N. Associations between socioeconomic position and correlates of sedentary behaviour among youth: a systematic review. Obes Rev. 2015;16(11):988–1000.PubMedCrossRef Gebremariam MK, Altenburg TM, Lakerveld J, Andersen LF, Stronks K, Chinapaw MJ, Lien N. Associations between socioeconomic position and correlates of sedentary behaviour among youth: a systematic review. Obes Rev. 2015;16(11):988–1000.PubMedCrossRef
29.
go back to reference Bingham DD, Costa S, Hinkley T, Shire KA, Clemes SA, Barber SE. Physical Activity During the Early Years: A Systematic Review of Correlates and Determinants. Am J Prev Med. 2016;51(3):384–402.PubMedCrossRef Bingham DD, Costa S, Hinkley T, Shire KA, Clemes SA, Barber SE. Physical Activity During the Early Years: A Systematic Review of Correlates and Determinants. Am J Prev Med. 2016;51(3):384–402.PubMedCrossRef
30.
go back to reference Lehto E, Ray C, Vepsäläinen H, Korkalo L, Lehto R, Kaukonen R, Suhonen E, Nislin M, Nissinen K, Skaffari E, Koivusilta L, Sajaniemi N, Erkkola M, Roos E. Increased Health and Wellbeing in Preschools (DAGIS) Study - Differences in Children's Energy Balance-Related Behaviors (EBRBs) and in Long-Term Stress by Parental Educational Level. Int J Environ Res Public Health. 2018;15(10).PubMedCentralCrossRef Lehto E, Ray C, Vepsäläinen H, Korkalo L, Lehto R, Kaukonen R, Suhonen E, Nislin M, Nissinen K, Skaffari E, Koivusilta L, Sajaniemi N, Erkkola M, Roos E. Increased Health and Wellbeing in Preschools (DAGIS) Study - Differences in Children's Energy Balance-Related Behaviors (EBRBs) and in Long-Term Stress by Parental Educational Level. Int J Environ Res Public Health. 2018;15(10).PubMedCentralCrossRef
31.
go back to reference Määttä S, Lehto R, Nislin M, Ray C, Erkkola M, Sajaniemi N, Roos E. Increased health and wellbeing in preschools (DAGIS): rationale and design for a randomized control. BMC Public Health. 2015;15(1):402.PubMedPubMedCentralCrossRef Määttä S, Lehto R, Nislin M, Ray C, Erkkola M, Sajaniemi N, Roos E. Increased health and wellbeing in preschools (DAGIS): rationale and design for a randomized control. BMC Public Health. 2015;15(1):402.PubMedPubMedCentralCrossRef
32.
go back to reference Janssen X, Cliff DP, Reilly JJ, Hinkley T, Jones RA, Batterham M, Ekelund U, Brage S, Okely AD. Predictive validity and classification accuracy of ActiGraph energy expenditure equations and cut-points in young children. PLoS One. 2013;8(11):e79124.PubMedPubMedCentralCrossRef Janssen X, Cliff DP, Reilly JJ, Hinkley T, Jones RA, Batterham M, Ekelund U, Brage S, Okely AD. Predictive validity and classification accuracy of ActiGraph energy expenditure equations and cut-points in young children. PLoS One. 2013;8(11):e79124.PubMedPubMedCentralCrossRef
33.
go back to reference Pate RR, Almeida MJ, McIver KL, Pfeiffer KA, Dowda M. Validation and calibration of an accelerometer in preschool children. Obes(Silver Spring). 2006;14(11):2000–6.CrossRef Pate RR, Almeida MJ, McIver KL, Pfeiffer KA, Dowda M. Validation and calibration of an accelerometer in preschool children. Obes(Silver Spring). 2006;14(11):2000–6.CrossRef
34.
go back to reference Puyau MR, Adolph AL, Vohra FA, Butte NF. Validation and calibration of physical activity monitors in children. Obes Res. 2002;10(3):150–7.PubMedCrossRef Puyau MR, Adolph AL, Vohra FA, Butte NF. Validation and calibration of physical activity monitors in children. Obes Res. 2002;10(3):150–7.PubMedCrossRef
35.
go back to reference Cliff DP, Reilly JJ, Okely AD. Methodological considerations in using accelerometers to assess habitual physical activity in children aged 0-5 years. J Sci Med Sport. 2009;12(5):557–67.CrossRefPubMed Cliff DP, Reilly JJ, Okely AD. Methodological considerations in using accelerometers to assess habitual physical activity in children aged 0-5 years. J Sci Med Sport. 2009;12(5):557–67.CrossRefPubMed
36.
go back to reference Evenson KR, Catellier DJ, Gill K, Ondrak KS, McMurray RG. Calibration of two objective measures of physical activity for children. J Sports Sci. 2008;26(14):1557–65.CrossRefPubMed Evenson KR, Catellier DJ, Gill K, Ondrak KS, McMurray RG. Calibration of two objective measures of physical activity for children. J Sports Sci. 2008;26(14):1557–65.CrossRefPubMed
37.
go back to reference Ridgers ND, Salmon J, Ridley K, O’Connell E, Arundell L, Timperio A. Agreement between activPAL and ActiGraph for assessing children's sedentary time. Int J Behav Nutr Phys Act. 2012;9:15 5868-9-15.PubMedPubMedCentralCrossRef Ridgers ND, Salmon J, Ridley K, O’Connell E, Arundell L, Timperio A. Agreement between activPAL and ActiGraph for assessing children's sedentary time. Int J Behav Nutr Phys Act. 2012;9:15 5868-9-15.PubMedPubMedCentralCrossRef
38.
go back to reference Trost SG, Loprinzi PD, Moore R, Pfeiffer KA. Comparison of accelerometer cut points for predicting activity intensity in youth. Med Sci Sports Exerc. 2011;43(7):1360–8.PubMedCrossRef Trost SG, Loprinzi PD, Moore R, Pfeiffer KA. Comparison of accelerometer cut points for predicting activity intensity in youth. Med Sci Sports Exerc. 2011;43(7):1360–8.PubMedCrossRef
39.
go back to reference Putnam SP, Rothbart MK. Development of Short and Very Short forms of the Children's Behavior Questionnaire. J Pers Assess. 2006;87(1):103–13.CrossRef Putnam SP, Rothbart MK. Development of Short and Very Short forms of the Children's Behavior Questionnaire. J Pers Assess. 2006;87(1):103–13.CrossRef
40.
go back to reference Carson V, Janssen I. Associations between factors within the home setting and screen time among children aged 0–5 years: a cross-sectional study. BMC Public Health. 2012;12:539 2458–12-539.PubMedPubMedCentralCrossRef Carson V, Janssen I. Associations between factors within the home setting and screen time among children aged 0–5 years: a cross-sectional study. BMC Public Health. 2012;12:539 2458–12-539.PubMedPubMedCentralCrossRef
41.
go back to reference Crawford DA, Ball K, Cleland VJ, Campbell KJ, Timperio AF, Abbott G, Brug J, Baur LA, Salmon JA. Home and neighbourhood correlates of BMI among children living in socioeconomically disadvantaged neighbourhoods. Br J Nutr. 2012;107(7):1028–36.PubMedCrossRef Crawford DA, Ball K, Cleland VJ, Campbell KJ, Timperio AF, Abbott G, Brug J, Baur LA, Salmon JA. Home and neighbourhood correlates of BMI among children living in socioeconomically disadvantaged neighbourhoods. Br J Nutr. 2012;107(7):1028–36.PubMedCrossRef
42.
go back to reference Määttä S, Ray C, Roos G, Roos E. Applying a Socioecological Model to Understand Preschool Children’s Sedentary Behaviors from the Viewpoints of Parents and Preschool Personnel. Early Childhood Educ J. 2016;44(5):491–502.CrossRef Määttä S, Ray C, Roos G, Roos E. Applying a Socioecological Model to Understand Preschool Children’s Sedentary Behaviors from the Viewpoints of Parents and Preschool Personnel. Early Childhood Educ J. 2016;44(5):491–502.CrossRef
43.
go back to reference Ray C, Määttä S, Roos G, Roos E. Vanhempien käsityksiä päiväkoti-ikäisten lasten kasvisten, hedelmien ja sokeripitoisten elintarvikkeiden syömiseen vaikuttavista tekijöistä [Parents perceptions about factors influencing preschool children’s intake of fruit and vegetables, and sugar-enriched foods]. Varhaiskasvatuksen Tiedelehti (J Early Child Educ Res). 2016;5(1):115–35. Ray C, Määttä S, Roos G, Roos E. Vanhempien käsityksiä päiväkoti-ikäisten lasten kasvisten, hedelmien ja sokeripitoisten elintarvikkeiden syömiseen vaikuttavista tekijöistä [Parents perceptions about factors influencing preschool children’s intake of fruit and vegetables, and sugar-enriched foods]. Varhaiskasvatuksen Tiedelehti (J Early Child Educ Res). 2016;5(1):115–35.
44.
go back to reference van Ansem WJC, CTM S, Rodenburg G, van D M. Maternal educational level and children’s healthy eating behaviour: role of the home food environment (cross-sectional results from the INPACT study). Int J Behav Nutrit Phys Act. 2014;11:113.CrossRef van Ansem WJC, CTM S, Rodenburg G, van D M. Maternal educational level and children’s healthy eating behaviour: role of the home food environment (cross-sectional results from the INPACT study). Int J Behav Nutrit Phys Act. 2014;11:113.CrossRef
45.
go back to reference Winkleby MA, Jatulis DE, Frank E, Fortmann SP. Socioeconomic status and health: how education, income, and occupation contribute to risk factors for cardiovascular disease. Am J Public Health. 1992;82(6):816–20.PubMedPubMedCentralCrossRef Winkleby MA, Jatulis DE, Frank E, Fortmann SP. Socioeconomic status and health: how education, income, and occupation contribute to risk factors for cardiovascular disease. Am J Public Health. 1992;82(6):816–20.PubMedPubMedCentralCrossRef
46.
go back to reference Ward D, Hales D, Haverly K, Marks J, Benjamin S, Ball S, Trost S. An instrument to assess the obesogenic environment of child care centers. Am J Health Behav. 2008;32(4):380–6.PubMedCrossRef Ward D, Hales D, Haverly K, Marks J, Benjamin S, Ball S, Trost S. An instrument to assess the obesogenic environment of child care centers. Am J Health Behav. 2008;32(4):380–6.PubMedCrossRef
47.
go back to reference Androutsos O, Apostolidou EF, Iotova VF, Socha PF, Birnbaum JF, Moreno L FAU,- De Bourdeaudhuij, De Bourdeaudhuij IF, Koletzko BF, Manios Y: Process evaluation design and tools used in a kindergarten-based, family-involved intervention to prevent obesity in early childhood. The ToyBox-study. Obes Rev s 2014 Aug;15 Suppl 3:74–80. doi: https://doi.org/10.1111/obr.12185.PubMedCrossRef Androutsos O, Apostolidou EF, Iotova VF, Socha PF, Birnbaum JF, Moreno L FAU,- De Bourdeaudhuij, De Bourdeaudhuij IF, Koletzko BF, Manios Y: Process evaluation design and tools used in a kindergarten-based, family-involved intervention to prevent obesity in early childhood. The ToyBox-study. Obes Rev s 2014 Aug;15 Suppl 3:74–80. doi: https://​doi.​org/​10.​1111/​obr.​12185.PubMedCrossRef
48.
go back to reference Manios Y, Androutsos OF, Katsarou CF, Iotova VF, Socha PF, Geyer CF, Moreno LF, Koletzko B FAU,- De Bourdeaudhuij, I: Designing and implementing a kindergarten-based, family-involved intervention to prevent obesity in early childhood: the ToyBox-study. Obes Rev s 2014;15 Suppl 3:5–13. doi: https://doi.org/10.1111/obr.12175.PubMedCrossRef Manios Y, Androutsos OF, Katsarou CF, Iotova VF, Socha PF, Geyer CF, Moreno LF, Koletzko B FAU,- De Bourdeaudhuij, I: Designing and implementing a kindergarten-based, family-involved intervention to prevent obesity in early childhood: the ToyBox-study. Obes Rev s 2014;15 Suppl 3:5–13. doi: https://​doi.​org/​10.​1111/​obr.​12175.PubMedCrossRef
49.
go back to reference Geiser C. Data Analysis with Mplus: New York. NY: The Guilford Press; 2012. Geiser C. Data Analysis with Mplus: New York. NY: The Guilford Press; 2012.
50.
go back to reference Stride C. Multilevel Modelling using Mplus. London: Falcon Training/Figure It Out; 2013. Stride C. Multilevel Modelling using Mplus. London: Falcon Training/Figure It Out; 2013.
51.
go back to reference Nakagawa S, Schielzeth H. A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods Ecol Evol. 2013;4(2):133–42.CrossRef Nakagawa S, Schielzeth H. A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods Ecol Evol. 2013;4(2):133–42.CrossRef
52.
go back to reference Schmutz EA, Leeger-Aschmann CS, Radtke T, Muff S, Kakebeeke TH, Zysset AE, Messerli-Burgy N, Stulb K, Arhab A, Meyer AH, Munsch S, Puder JJ, Jenni OG, Kriemler S. Correlates of preschool children's objectively measured physical activity and sedentary behavior: a cross-sectional analysis of the SPLASHY study. Int J Behav Nutr Phys Act. 2017;14(1):1 -016-0456-9.PubMedPubMedCentralCrossRef Schmutz EA, Leeger-Aschmann CS, Radtke T, Muff S, Kakebeeke TH, Zysset AE, Messerli-Burgy N, Stulb K, Arhab A, Meyer AH, Munsch S, Puder JJ, Jenni OG, Kriemler S. Correlates of preschool children's objectively measured physical activity and sedentary behavior: a cross-sectional analysis of the SPLASHY study. Int J Behav Nutr Phys Act. 2017;14(1):1 -016-0456-9.PubMedPubMedCentralCrossRef
53.
go back to reference Gubbels JS, Van Kann DH, Cardon G, SPJ K. Activating Childcare Environments for All Children: the Importance of Children's Individual Needs. Int J Environ Res Public Health. 2018;15(7):1400.PubMedCentralCrossRef Gubbels JS, Van Kann DH, Cardon G, SPJ K. Activating Childcare Environments for All Children: the Importance of Children's Individual Needs. Int J Environ Res Public Health. 2018;15(7):1400.PubMedCentralCrossRef
54.
go back to reference Radesky JS, Silverstein M, Zuckerman B, Christakis DA. Infant self-regulation and early childhood media exposure. Pediatr. 2014;133(5):e1172–8.CrossRef Radesky JS, Silverstein M, Zuckerman B, Christakis DA. Infant self-regulation and early childhood media exposure. Pediatr. 2014;133(5):e1172–8.CrossRef
55.
go back to reference Thompson AL, Adair LS, Bentley ME. Maternal characteristics and perception of temperament associated with infant TV exposure. Pediatr. 2013;131(2):e390–7.CrossRef Thompson AL, Adair LS, Bentley ME. Maternal characteristics and perception of temperament associated with infant TV exposure. Pediatr. 2013;131(2):e390–7.CrossRef
57.
go back to reference Hesketh KR, Benjamin-Neelon S, van Sluijs E, MF.: How does the UK childcare energy-balance environment influence anthropometry of children aged 3 to 4 years? A cross-sectional exploration. BMJ Open 2018, 8(7):e021520.PubMedPubMedCentralCrossRef Hesketh KR, Benjamin-Neelon S, van Sluijs E, MF.: How does the UK childcare energy-balance environment influence anthropometry of children aged 3 to 4 years? A cross-sectional exploration. BMJ Open 2018, 8(7):e021520.PubMedPubMedCentralCrossRef
58.
go back to reference Olesen LG, Kristensen PL, Korsholm L, Froberg K. Physical activity in children attending preschools. Pediatr. 2013;132(5):e1310–8.CrossRef Olesen LG, Kristensen PL, Korsholm L, Froberg K. Physical activity in children attending preschools. Pediatr. 2013;132(5):e1310–8.CrossRef
59.
go back to reference Pate RR, Pfeiffer KA, Trost SG, Ziegler P, Dowda M. Physical activity among children attending preschools. Pediatr. 2004;114(5):1258–63.CrossRef Pate RR, Pfeiffer KA, Trost SG, Ziegler P, Dowda M. Physical activity among children attending preschools. Pediatr. 2004;114(5):1258–63.CrossRef
60.
go back to reference Vanderloo LM, Tucker P, Johnson AM, van Zandvoort M, Burke SM, Irwin JD: The influence of centre-based childcare on preschoolers' physical activity levels: a cross-sectional study. Int J Environ Res Public Health 2014, 11(2):1794–1802.PubMedPubMedCentralCrossRef Vanderloo LM, Tucker P, Johnson AM, van Zandvoort M, Burke SM, Irwin JD: The influence of centre-based childcare on preschoolers' physical activity levels: a cross-sectional study. Int J Environ Res Public Health 2014, 11(2):1794–1802.PubMedPubMedCentralCrossRef
61.
go back to reference Tucker P, Vanderloo LM, Burke SM, Irwin JD, Johnson AM. Prevalence and influences of preschoolers’ sedentary behaviors in early learning centers: a cross-sectional study. BMC Pediatr, 2015;15:128. Tucker P, Vanderloo LM, Burke SM, Irwin JD, Johnson AM. Prevalence and influences of preschoolers’ sedentary behaviors in early learning centers: a cross-sectional study. BMC Pediatr, 2015;15:128.
62.
go back to reference Spence JC, Rhodes RE, Carson V. Challenging the Dual-Hinge Approach to Intervening on Sedentary Behavior. Am J Prev Med. 2017;52(3):403–6.PubMedCrossRef Spence JC, Rhodes RE, Carson V. Challenging the Dual-Hinge Approach to Intervening on Sedentary Behavior. Am J Prev Med. 2017;52(3):403–6.PubMedCrossRef
63.
go back to reference Carson V, Spence J, Cutumisu N, Boulé N, Edwards J. Seasonal Variation in Physical Activity Among Preschool Children in a Northern Canadian City. Res Q Exerc Sport. 2010;81:392–9.PubMedCrossRef Carson V, Spence J, Cutumisu N, Boulé N, Edwards J. Seasonal Variation in Physical Activity Among Preschool Children in a Northern Canadian City. Res Q Exerc Sport. 2010;81:392–9.PubMedCrossRef
64.
go back to reference Gracia-Marco L, Ortega FB, Ruiz JR, Williams CA, Hagstromer M, Manios Y, Kafatos A, Beghin L, Polito A, De Henauw S, Valtuena J, Widhalm K, Molnar D, Alexy U, Moreno LA, Sjostrom M, Helena Study Group: Seasonal variation in physical activity and sedentary time in different European regions. HELENA study 4 kapin 2013, 31(16):1831–1840. Gracia-Marco L, Ortega FB, Ruiz JR, Williams CA, Hagstromer M, Manios Y, Kafatos A, Beghin L, Polito A, De Henauw S, Valtuena J, Widhalm K, Molnar D, Alexy U, Moreno LA, Sjostrom M, Helena Study Group: Seasonal variation in physical activity and sedentary time in different European regions. HELENA study 4 kapin 2013, 31(16):1831–1840.
65.
go back to reference Harrison F, Goodman A, van Sluijs EMF, Andersen LB, Cardon G, Davey R, Janz KF, Kriemler S, Molloy L, Page AS, Pate R, Puder JJ, Sardinha LB, Timperio A, Wedderkopp N, Jones AP. on behalf the ICAD collaborators: Weather and children’s physical activity; how and why do relationships vary between countries? Int J Behav Nutr Phys Act. 2017;14(1):74-017–0526-7.CrossRef Harrison F, Goodman A, van Sluijs EMF, Andersen LB, Cardon G, Davey R, Janz KF, Kriemler S, Molloy L, Page AS, Pate R, Puder JJ, Sardinha LB, Timperio A, Wedderkopp N, Jones AP. on behalf the ICAD collaborators: Weather and children’s physical activity; how and why do relationships vary between countries? Int J Behav Nutr Phys Act. 2017;14(1):74-017–0526-7.CrossRef
67.
go back to reference Uijtdewilligen L, Brown HE, Muller-Riemenschneider F, Lim YW, Brage S, van Sluijs EM. A systematic review of methods to measure family co-participation in physical activity. Obes Rev. 2017;18(12):1454–72.PubMedPubMedCentralCrossRef Uijtdewilligen L, Brown HE, Muller-Riemenschneider F, Lim YW, Brage S, van Sluijs EM. A systematic review of methods to measure family co-participation in physical activity. Obes Rev. 2017;18(12):1454–72.PubMedPubMedCentralCrossRef
69.
go back to reference Truelove S, Bruijns BA, Vanderloo LM, O'Brien KT, Johnson AM, Tucker P. Physical activity and sedentary time during childcare outdoor play sessions: A systematic review and meta-analysis. Prev Med. 2018;108:74–85.PubMedCrossRef Truelove S, Bruijns BA, Vanderloo LM, O'Brien KT, Johnson AM, Tucker P. Physical activity and sedentary time during childcare outdoor play sessions: A systematic review and meta-analysis. Prev Med. 2018;108:74–85.PubMedCrossRef
70.
go back to reference Cerin E, MacKinnon DP. A commentary on current practice in mediating variable analyses in behavioural nutrition and physical activity. Public Health Nutr. 2009;12(8):1182–8.PubMedCrossRef Cerin E, MacKinnon DP. A commentary on current practice in mediating variable analyses in behavioural nutrition and physical activity. Public Health Nutr. 2009;12(8):1182–8.PubMedCrossRef
Metadata
Title
Individual-, home- and preschool-level correlates of preschool children’s sedentary time
Authors
Suvi Määttä
Hanna Konttinen
Rejane Augusta de Oliveira Figueiredo
Ari Haukkala
Nina Sajaniemi
Maijaliisa Erkkola
Eva Roos
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2020
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-020-1948-y

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